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R\"],\"key\":\"todorovic2011non\",\"id\":\"todorovic2011non\",\"bibbaseid\":\"todorovi-bowler-nonadiabaticsimulationsofcurrentrelatedstructuraltransformationsinmetallicnanodevices-2011\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Density-functional theory study of gramicidin A ion channel geometry and electronic properties\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Todorović\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Bowler\"],\"firstnames\":[\"David\",\"R\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gillan\"],\"firstnames\":[\"Michael\",\"J\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Miyazaki\"],\"firstnames\":[\"Tsuyoshi\"],\"suffixes\":[]}],\"journal\":\"Journal of The Royal Society Interface\",\"volume\":\"10\",\"number\":\"89\",\"pages\":\"20130547\",\"year\":\"2013\",\"publisher\":\"The Royal Society\",\"bibtex\":\"@article{todorovic2013density,\\n  title={Density-functional theory study of gramicidin A ion channel geometry and electronic properties},\\n  author={Todorovi{\\\\'c}, Milica and Bowler, David R and Gillan, Michael J and Miyazaki, Tsuyoshi},\\n  journal={Journal of The Royal Society Interface},\\n  volume={10},\\n  number={89},\\n  pages={20130547},\\n  year={2013},\\n  publisher={The Royal Society}\\n}\\n\\n\",\"author_short\":[\"Todorović, M.\",\"Bowler, D. R\",\"Gillan, M. J\",\"Miyazaki, T.\"],\"key\":\"todorovic2013density\",\"id\":\"todorovic2013density\",\"bibbaseid\":\"todorovi-bowler-gillan-miyazaki-densityfunctionaltheorystudyofgramicidinaionchannelgeometryandelectronicproperties-2013\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Atom-specific forces and defect identification on surface-oxidized Cu (100) with combined 3D-AFM and STM measurements\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Baykara\"],\"firstnames\":[\"Mehmet\",\"Z\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Todorović\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Mönig\"],\"firstnames\":[\"Harry\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwendemann\"],\"firstnames\":[\"Todd\",\"C\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ünverdi\"],\"firstnames\":[\"Özhan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rodrigo\"],\"firstnames\":[\"Lucia\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Altman\"],\"firstnames\":[\"Eric\",\"I\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pérez\"],\"firstnames\":[\"Rubén\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwarz\"],\"firstnames\":[\"Udo\",\"D\"],\"suffixes\":[]}],\"journal\":\"Physical Review B–Condensed Matter and Materials Physics\",\"volume\":\"87\",\"number\":\"15\",\"pages\":\"155414\",\"year\":\"2013\",\"publisher\":\"American Physical Society\",\"bibtex\":\"@article{baykara2013atom,\\n  title={Atom-specific forces and defect identification on surface-oxidized Cu (100) with combined 3D-AFM and STM measurements},\\n  author={Baykara, Mehmet Z and Todorovi{\\\\'c}, Milica and M{\\\\\\\"o}nig, Harry and Schwendemann, Todd C and {\\\\\\\"U}nverdi, {\\\\\\\"O}zhan and Rodrigo, Lucia and Altman, Eric I and P{\\\\'e}rez, Rub{\\\\'e}n and Schwarz, Udo D},\\n  journal={Physical Review B{\\\\textendash}Condensed Matter and Materials Physics},\\n  volume={87},\\n  number={15},\\n  pages={155414},\\n  year={2013},\\n  publisher={American Physical Society}\\n}\\n\\n\",\"author_short\":[\"Baykara, M. Z\",\"Todorović, M.\",\"Mönig, H.\",\"Schwendemann, T. C\",\"Ünverdi, Ö.\",\"Rodrigo, L.\",\"Altman, E. I\",\"Pérez, R.\",\"Schwarz, U. D\"],\"key\":\"baykara2013atom\",\"id\":\"baykara2013atom\",\"bibbaseid\":\"baykara-todorovi-mnig-schwendemann-nverdi-rodrigo-altman-prez-etal-atomspecificforcesanddefectidentificationonsurfaceoxidizedcu100withcombined3dafmandstmmeasurements-2013\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Understanding Scanning Tunneling Microscopy Contrast Mechanisms on Metal Oxides: A Case Study\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Mönig\"],\"firstnames\":[\"Harry\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Todorovic\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Baykara\"],\"firstnames\":[\"Mehmet\",\"Z\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwendemann\"],\"firstnames\":[\"Todd\",\"C\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rodrigo\"],\"firstnames\":[\"Lucı́a\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Altman\"],\"firstnames\":[\"Eric\",\"I\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pérez\"],\"firstnames\":[\"Rubén\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwarz\"],\"firstnames\":[\"Udo\",\"D\"],\"suffixes\":[]}],\"journal\":\"ACS nano\",\"volume\":\"7\",\"number\":\"11\",\"pages\":\"10233–10244\",\"year\":\"2013\",\"publisher\":\"ACS Publications\",\"bibtex\":\"@article{monig2013understanding,\\n  title={Understanding Scanning Tunneling Microscopy Contrast Mechanisms on Metal Oxides: A Case Study},\\n  author={M{\\\\\\\"o}nig, Harry and Todorovic, Milica and Baykara, Mehmet Z and Schwendemann, Todd C and Rodrigo, Luc{\\\\'\\\\i}a and Altman, Eric I and P{\\\\'e}rez, Rub{\\\\'e}n and Schwarz, Udo D},\\n  journal={ACS nano},\\n  volume={7},\\n  number={11},\\n  pages={10233--10244},\\n  year={2013},\\n  publisher={ACS Publications}\\n}\\n\\n\",\"author_short\":[\"Mönig, H.\",\"Todorovic, M.\",\"Baykara, M. Z\",\"Schwendemann, T. C\",\"Rodrigo, L.\",\"Altman, E. I\",\"Pérez, R.\",\"Schwarz, U. D\"],\"key\":\"monig2013understanding\",\"id\":\"monig2013understanding\",\"bibbaseid\":\"mnig-todorovic-baykara-schwendemann-rodrigo-altman-prez-schwarz-understandingscanningtunnelingmicroscopycontrastmechanismsonmetaloxidesacasestudy-2013\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Atomic species identification at the (101) anatase surface by simultaneous scanning tunnelling and atomic force microscopy\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Stetsovych\"],\"firstnames\":[\"Oleksandr\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Todorović\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Shimizu\"],\"firstnames\":[\"Tomoko\",\"K\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Moreno\"],\"firstnames\":[\"César\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ryan\"],\"firstnames\":[\"James\",\"William\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"León\"],\"firstnames\":[\"Carmen\",\"Pérez\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sagisaka\"],\"firstnames\":[\"Keisuke\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomares\"],\"firstnames\":[\"Emilio\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"Matolı́n, Vladimı́r\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Fujita\"],\"firstnames\":[\"Daisuke\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"journal\":\"Nature communications\",\"volume\":\"6\",\"number\":\"1\",\"pages\":\"7265\",\"year\":\"2015\",\"publisher\":\"Nature Publishing Group UK London\",\"bibtex\":\"@article{stetsovych2015atomic,\\n  title={Atomic species identification at the (101) anatase surface by simultaneous scanning tunnelling and atomic force microscopy},\\n  author={Stetsovych, Oleksandr and Todorovi{\\\\'c}, Milica and Shimizu, Tomoko K and Moreno, C{\\\\'e}sar and Ryan, James William and Le{\\\\'o}n, Carmen P{\\\\'e}rez and Sagisaka, Keisuke and Palomares, Emilio and Matol{\\\\'\\\\i}n, Vladim{\\\\'\\\\i}r and Fujita, Daisuke and others},\\n  journal={Nature communications},\\n  volume={6},\\n  number={1},\\n  pages={7265},\\n  year={2015},\\n  publisher={Nature Publishing Group UK London}\\n}\\n\\n\",\"author_short\":[\"Stetsovych, O.\",\"Todorović, M.\",\"Shimizu, T. K\",\"Moreno, C.\",\"Ryan, J. W.\",\"León, C. P.\",\"Sagisaka, K.\",\"Palomares, E.\",\"Matolı́n, Vladimı́r\",\"Fujita, D.\",\"others\"],\"key\":\"stetsovych2015atomic\",\"id\":\"stetsovych2015atomic\",\"bibbaseid\":\"stetsovych-todorovi-shimizu-moreno-ryan-len-sagisaka-palomares-etal-atomicspeciesidentificationatthe101anatasesurfacebysimultaneousscanningtunnellingandatomicforcemicroscopy-2015\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Simultaneous measurement of multiple independent atomic-scale interactions using scanning probe microscopy: data interpretation and the effect of cross-talk\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Baykara\"],\"firstnames\":[\"Mehmet\",\"Z\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Todorović\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Mönig\"],\"firstnames\":[\"Harry\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwendemann\"],\"firstnames\":[\"Todd\",\"C\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rodrigo\"],\"firstnames\":[\"Lucia\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Altman\"],\"firstnames\":[\"Eric\",\"I\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pérez\"],\"firstnames\":[\"Rubén\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schwarz\"],\"firstnames\":[\"Udo\",\"D\"],\"suffixes\":[]}],\"journal\":\"The Journal of Physical Chemistry C\",\"volume\":\"119\",\"number\":\"12\",\"pages\":\"6670–6677\",\"year\":\"2015\",\"publisher\":\"American Chemical Society\",\"bibtex\":\"@article{baykara2015simultaneous,\\n  title={Simultaneous measurement of multiple independent atomic-scale interactions using scanning probe microscopy: data interpretation and the effect of cross-talk},\\n  author={Baykara, Mehmet Z and Todorovi{\\\\'c}, Milica and M{\\\\\\\"o}nig, Harry and Schwendemann, Todd C and Rodrigo, Lucia and Altman, Eric I and P{\\\\'e}rez, Rub{\\\\'e}n and Schwarz, Udo D},\\n  journal={The Journal of Physical Chemistry C},\\n  volume={119},\\n  number={12},\\n  pages={6670--6677},\\n  year={2015},\\n  publisher={American Chemical Society}\\n}\\n\\n\",\"author_short\":[\"Baykara, M. Z\",\"Todorović, M.\",\"Mönig, H.\",\"Schwendemann, T. C\",\"Rodrigo, L.\",\"Altman, E. I\",\"Pérez, R.\",\"Schwarz, U. D\"],\"key\":\"baykara2015simultaneous\",\"id\":\"baykara2015simultaneous\",\"bibbaseid\":\"baykara-todorovi-mnig-schwendemann-rodrigo-altman-prez-schwarz-simultaneousmeasurementofmultipleindependentatomicscaleinteractionsusingscanningprobemicroscopydatainterpretationandtheeffectofcrosstalk-2015\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Submolecular imaging by noncontact atomic force microscopy with an oxygen atom rigidly connected to a metallic probe\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Mönig\"],\"firstnames\":[\"Harry\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hermoso\"],\"firstnames\":[\"Diego\",\"R\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"Dı́az Arado, Oscar\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Todorović\"],\"firstnames\":[\"Milica\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Timmer\"],\"firstnames\":[\"Alexander\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schäfer\"],\"firstnames\":[\"Simon\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Langewisch\"],\"firstnames\":[\"Gernot\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pérez\"],\"firstnames\":[\"Rubén\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Fuchs\"],\"firstnames\":[\"Harald\"],\"suffixes\":[]}],\"journal\":\"ACS nano\",\"volume\":\"10\",\"number\":\"1\",\"pages\":\"1201–1209\",\"year\":\"2016\",\"publisher\":\"American Chemical Society\",\"bibtex\":\"@article{monig2016submolecular,\\n  title={Submolecular imaging by noncontact atomic force microscopy with an oxygen atom rigidly connected to a metallic probe},\\n  author={M{\\\\\\\"o}nig, Harry and Hermoso, Diego R and D{\\\\'\\\\i}az Arado, Oscar and Todorovi{\\\\'c}, Milica and Timmer, Alexander and Sch{\\\\\\\"a}fer, Simon and Langewisch, Gernot and P{\\\\'e}rez, Rub{\\\\'e}n and Fuchs, Harald},\\n  journal={ACS nano},\\n  volume={10},\\n  number={1},\\n  pages={1201--1209},\\n  year={2016},\\n  publisher={American Chemical Society}\\n}\\n\",\"author_short\":[\"Mönig, H.\",\"Hermoso, D. R\",\"Dı́az Arado, Oscar\",\"Todorović, M.\",\"Timmer, A.\",\"Schäfer, S.\",\"Langewisch, G.\",\"Pérez, R.\",\"Fuchs, H.\"],\"key\":\"monig2016submolecular\",\"id\":\"monig2016submolecular\",\"bibbaseid\":\"mnig-hermoso-dazarado-todorovi-timmer-schfer-langewisch-prez-etal-submolecularimagingbynoncontactatomicforcemicroscopywithanoxygenatomrigidlyconnectedtoametallicprobe-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"html\":\"\"}],\n      metadata: {\"authorlinks\":{}},\n      ownerID: undefined\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"GCfBx8juzqTASoNYK\" href=\"data:text/bibtex;base64,@article{li2024structural,
  title={Structural disorder by octahedral tilting in inorganic halide perovskites: New insight with Bayesian optimization},
  author={Li, Jingrui and Pan, Fang and Zhang, Guo-Xu and Liu, Zenghui and Dong, Hua and Wang, Dawei and Jiang, Zhuangde and Ren, Wei and Ye, Zuo-Guang and Todorovi{\'c}, Milica and others},
  journal={Small Structures},
  pages={2400268},
  year={2024}
}



@article{besel2024search,
  title={The search for sparse data in molecular datasets: Application of active learning to identify extremely low volatile organic compounds},
  author={Besel, Vitus and Todorovi{\'c}, Milica and Kurt{\'e}n, Theo and Vehkam{\"a}ki, Hanna and Rinke, Patrick},
  journal={Journal of Aerosol Science},
  volume={179},
  pages={106375},
  year={2024},
  publisher={Pergamon}
}



@article{sipila2024question,
  title={Question Answering models for information extraction from perovskite materials science literature},
  author={Sipil{\"a}, M and Mehryary, F and Pyysalo, S and Ginter, F and Todorovi{\'c}, Milica},
  journal={arXiv preprint arXiv:2405.15290},
  year={2024}
}



@article{ghosh2024active,
  title={Active Learning of Molecular Data for Task-Specific Objectives},
  author={Ghosh, Kunal and Todorovi{\'c}, Milica and Vehtari, Aki and Rinke, Patrick},
  journal={arXiv preprint arXiv:2408.11191},
  year={2024}
}



@article{sippola2024first,
  title={First-Principles Structure Search Study of 17-$\beta$-Estradiol Adsorption on Graphene},
  author={Sippola, Saara and Todorovi{\'c}, Milica and Peltola, Emilia},
  journal={ACS omega},
  year={2024},
  publisher={ACS Publications}
}



@inproceedings{huang2023augmenting,
  title={Augmenting Bayesian Optimization with Preference-based Expert Feedback},
  author={Huang, Daolang and Filstroff, Louis and Mikkola, Petrus and Zheng, Runkai and Todorovic, Milica and Kaski, Samuel},
  booktitle={ICML 2023 Workshop The Many Facets of Preference-Based Learning},
  year={2023}
}



@article{karttunen2023comparing,
  title={Comparing methods for the long-term performance assessment of bifacial photovoltaic modules in Nordic conditions},
  author={Karttunen, Lauri and Jouttij{\"a}rvi, Sami and Poskela, Aapo and Palonen, Heikki and Huerta, Hugo and Todorovi{\'c}, Milica and Ranta, Samuli and Miettunen, Kati},
  journal={Renewable Energy},
  volume={219},
  pages={119473},
  year={2023},
  publisher={Pergamon}
}



@article{rivasto2023optimization,
  title={Optimization of high-temperature superconducting multilayer films using artificial intelligence},
  author={Rivasto, Elmeri and Todorovi{\'c}, Milica and Huhtinen, Hannu and Paturi, Petriina},
  journal={New Journal of Physics},
  volume={25},
  number={11},
  pages={113046},
  year={2023},
  publisher={IOP Publishing}
}



@article{besel2023atomic,
  title={Atomic structures, conformers and thermodynamic properties of 32k atmospheric molecules},
  author={Besel, Vitus and Todorovi{\'c}, Milica and Kurt{\'e}n, Theo and Rinke, Patrick and Vehkam{\"a}ki, Hanna},
  journal={Scientific Data},
  volume={10},
  number={1},
  pages={450},
  year={2023},
  publisher={Nature Publishing Group UK London}
}



@article{fang2023exploring,
  title={Exploring the Conformers of an Organic Molecule on a Metal Cluster with Bayesian Optimization},
  author={Fang, Lincan and Guo, Xiaomi and Todorovic, Milica and Rinke, Patrick and Chen, Xi},
  journal={Journal of Chemical Information and Modeling},
  volume={63},
  number={3},
  pages={745--752},
  year={2023},
  publisher={American Chemical Society}
}



@article{laakso2023updates,
  title={Updates to the DScribe library: New descriptors and derivatives},
  author={Laakso, Jarno and Himanen, Lauri and Homm, Henrietta and Morooka, Eiaki V and J{\"a}ger, Marc OJ and Todorovi{\'c}, Milica and Rinke, Patrick},
  journal={The Journal of Chemical Physics},
  volume={158},
  number={23},
  year={2023},
  publisher={AIP Publishing}
}



@article{jin2022machine,
  title={Machine learning as a tool to engineer microstructures: Morphological prediction of tannin-based colloids using Bayesian surrogate models},
  author={Jin, Soo-Ah and K{\"a}m{\"a}r{\"a}inen, Tero and Rinke, Patrick and Rojas, Orlando J and Todorovi{\'c}, Milica},
  journal={MRS bulletin},
  volume={47},
  number={1},
  pages={29--37},
  year={2022},
  publisher={Springer International Publishing}
}



@article{fangnon2022protective,
  title={Protective Coating Interfaces for Perovskite Solar Cell Materials: A First-Principles Study},
  author={Fangnon, Azimatu and Dvorak, Marc and Havu, Ville and Todorovi{\'c}, Milica and Li, Jingrui and Rinke, Patrick},
  journal={ACS Applied Materials \& Interfaces},
  volume={14},
  number={10},
  pages={12758--12765},
  year={2022},
  publisher={American Chemical Society}
}



@article{kulik2022roadmap,
  title={Roadmap on machine learning in electronic structure},
  author={Kulik, HJ and Hammerschmidt, Thomas and Schmidt, Jonathan and Botti, Silvana and Marques, MAL and Boley, Mario and Scheffler, Matthias and Todorovi{\'c}, Milica and Rinke, Patrick and Oses, Corey and others},
  journal={Electronic Structure},
  volume={4},
  number={2},
  pages={023004},
  year={2022},
  publisher={IOP Publishing}
}



@article{guo2022molecular,
  title={Molecular conformer search with low-energy latent space},
  author={Guo, Xiaomi and Fang, Lincan and Xu, Yong and Duan, Wenhui and Rinke, Patrick and Todorovi{\'c}, Milica and Chen, Xi},
  journal={Journal of chemical theory and computation},
  volume={18},
  number={7},
  pages={4574--4585},
  year={2022},
  publisher={American Chemical Society}
}



@article{schattauer2022machine,
  title={Machine learning sparse tight-binding parameters for defects},
  author={Schattauer, Christoph and Todorovi{\'c}, Milica and Ghosh, Kunal and Rinke, Patrick and Libisch, Florian},
  journal={npj Computational Materials},
  volume={8},
  number={1},
  pages={116},
  year={2022},
  publisher={Nature Publishing Group UK London}
}



@article{jarvi2022efficient,
  title={Efficient modeling of organic adsorbates on oxygen-intercalated graphene on Ir (111)},
  author={J{\"a}rvi, Jari and Todorovi{\'c}, Milica and Rinke, Patrick},
  journal={Physical Review B},
  volume={105},
  number={19},
  pages={195304},
  year={2022},
  publisher={APS}
}



@article{lofgren2022machine,
  title={Machine Learning Optimization of Lignin Properties in Green Biorefineries},
  author={L{\"o}fgren, Joakim and Tarasov, Dmitry and Koitto, Taru and Rinke, Patrick and Balakshin, Mikhail and Todorovic, Milica},
  journal={ACS Sustainable Chemistry \& Engineering},
  volume={10},
  number={29},
  pages={9469--9479},
  year={2022},
  publisher={American Chemical Society}
}



@article{laakso2022compositional,
  title={Compositional engineering of perovskites with machine learning},
  author={Laakso, Jarno and Todorovi{\'c}, Milica and Li, Jingrui and Zhang, Guo-Xu and Rinke, Patrick},
  journal={Physical Review Materials},
  volume={6},
  number={11},
  pages={113801},
  year={2022},
  publisher={APS}
}



@inproceedings{tiihonen2022more,
  title={More trustworthy Bayesian optimization of materials properties by adding human into the loop},
  author={Tiihonen, Armi and Filstroff, Louis and Mikkola, Petrus and Lehto, Emma and Kaski, Samuel and Todorovi{\'c}, Milica and Rinke, Patrick},
  booktitle={AI for Accelerated Materials Design NeurIPS 2022 Workshop},
  year={2022}
}



@article{jarvi2021integrating,
  title={Integrating bayesian inference with scanning probe experiments for robust identification of surface adsorbate configurations},
  author={J{\"a}rvi, Jari and Alldritt, Benjamin and Krej{\v{c}}{\'i}, Ond{\v{r}}ej and Todorovi{\'c}, Milica and Liljeroth, Peter and Rinke, Patrick},
  journal={Advanced Functional Materials},
  volume={31},
  number={32},
  pages={2010853},
  year={2021}
}



@article{lumiaro2021predicting,
  title={Predicting gas--particle partitioning coefficients of atmospheric molecules with machine learning},
  author={Lumiaro, Emma and Todorovi{\'c}, Milica and Kurten, Theo and Vehkam{\"a}ki, Hanna and Rinke, Patrick},
  journal={Atmospheric Chemistry and Physics},
  volume={21},
  number={17},
  pages={13227--13246},
  year={2021},
  publisher={Copernicus GmbH}
}



@article{fang2021efficient,
  title={Efficient Amino Acid Conformer Search with Bayesian Optimization},
  author={Fang, Lincan and Makkonen, Esko and Todorovi{\'c}, Milica and Rinke, Patrick and Chen, Xi},
  journal={Journal of chemical theory and computation},
  volume={17},
  number={3},
  pages={1955--1966},
  year={2021},
  publisher={ACS Publications}
}



@article{berseneva2017substitutional,
  title={Substitutional carbon doping of free-standing and Ru-supported BN sheets: a first-principles study},
  author={Berseneva, N and Komsa, HP and Vierimaa, V and Bj{\"o}rkman, T and Fan, Z and Harju, A and Todorovi{\'c}, M and Krasheninnikov, AV and Nieminen, RM},
  journal={Journal of Physics: Condensed Matter},
  volume={29},
  number={41},
  pages={415301},
  year={2017},
  publisher={IOP Publishing}
}



@article{ghosh2019deep,
  title={Deep learning spectroscopy: Neural networks for molecular excitation spectra},
  author={Ghosh, Kunal and Stuke, Annika and Todorovi{\'c}, Milica and J{\o}rgensen, Peter Bj{\o}rn and Schmidt, Mikkel N and Vehtari, Aki and Rinke, Patrick},
  journal={Advanced science},
  volume={6},
  number={9},
  pages={1801367},
  year={2019}
}



@article{stuke2019chemical,
  title={Chemical diversity in molecular orbital energy predictions with kernel ridge regression},
  author={Stuke, Annika and Todorovi{\'c}, Milica and Rupp, Matthias and Kunkel, Christian and Ghosh, Kunal and Himanen, Lauri and Rinke, Patrick},
  journal={The Journal of chemical physics},
  volume={150},
  number={20},
  year={2019},
  publisher={AIP Publishing}
}



@article{scarbath2019gold,
  title={Gold diggers: Altered reconstruction of the gold surface by physisorbed aromatic oligomers},
  author={Scarbath-Evers, Laura Katharina and Todorovi{\'c}, Milica and Golze, Dorothea and Hammer, Ren{\'e} and Widdra, Wolf and Sebastiani, Daniel and Rinke, Patrick},
  journal={Physical Review Materials},
  volume={3},
  number={1},
  pages={011601},
  year={2019},
  publisher={APS}
}



@article{todorovic2018pentacene,
  title={Pentacene/TiO2 anatase hybrid interface study by scanning probe microscopy and first principles calculations},
  author={Todorovi{\'c}, Milica and Stetsovych, Oleksandr and Moreno, C{\'e}sar and Shimizu, Tomoko K and Custance, Oscar and P{\'e}rez, Rub{\'e}n},
  journal={ACS applied materials \& interfaces},
  volume={10},
  number={40},
  pages={34718--34726},
  year={2018},
  publisher={American Chemical Society}
}



@article{todorovic2019bayesian,
  title={Bayesian inference of atomistic structure in functional materials},
  author={Todorovi{\'c}, Milica and Gutmann, Michael U and Corander, Jukka and Rinke, Patrick},
  journal={Npj computational materials},
  volume={5},
  number={1},
  pages={35},
  year={2019},
  publisher={Nature Publishing Group UK London}
}



@article{martinez2019first,
  title={First principles calculations on the clean and defective (101) anatase surface and upon hydrogen and H2Pc adsorption: the influence of electronic exchange and correlation and of basis set approximations.},
  author={Mart{\'i}nez Casado, Mar{\'i}a Ruth and Mallia, Giuseppe and Harrison, Nicholas and Perez, Ruben},
  journal={Frontiers in Chemistry},
  volume={7},
  pages={220},
  year={2019},
  publisher={Frontiers}
}



@article{stuke2020atomic,
  title={Atomic structures and orbital energies of 61,489 crystal-forming organic molecules},
  author={Stuke, Annika and Kunkel, Christian and Golze, Dorothea and Todorovi{\'c}, Milica and Margraf, Johannes T and Reuter, Karsten and Rinke, Patrick and Oberhofer, Harald},
  journal={Scientific data},
  volume={7},
  number={1},
  pages={58},
  year={2020},
  publisher={Nature Publishing Group UK London}
}



@article{todorovic2018make,
  title={Make your BOSS do the work: optimising technologies with artificial intelligence},
  author={Todorovi{\'c}, Milica and Rinke, Patrick},
  journal={Arkhimedes (2018): 1},
  year={2018},
  publisher={Helsinki: Suomen fyysikkoseura: Suomen matemaattinen yhdistys}
}



@inproceedings{mikkola2020projective,
  title={Projective Preferential Bayesian Optimization},
  author={Mikkola, Petrus and Todorovi{\'c}, Milica and J{\"a}rvi, Jari and Rinke, Patrick and Kaski, Samuel},
  booktitle={International Conference on Machine Learning},
  pages={6884--6892},
  year={2020},
  organization={PMLR}
}



@article{jarvi2020detecting,
  title={Detecting Stable Surface Adsorbates with Bayesian Optimization},
  author={J{\"a}rvi, Jari and Todorovic, Milica and Rinke, Patrick},
  journal={Bulletin of the American Physical Society},
  volume={65},
  year={2020},
  publisher={American Physical Society}
}



@article{jarvi2020detecting,
  title={Detecting stable adsorbates of (1S)-camphor on Cu (111) with Bayesian optimization},
  author={J{\"a}rvi, Jari and Rinke, Patrick and Todorovi{\'c}, Milica},
  journal={Beilstein journal of nanotechnology},
  volume={11},
  number={1},
  pages={1577--1589},
  year={2020},
  publisher={Beilstein-Institut}
}



@article{stuke2021efficient,
  title={Efficient hyperparameter tuning for kernel ridge regression with Bayesian optimization},
  author={Stuke, Annika and Rinke, Patrick and Todorovi{\'c}, Milica},
  journal={Machine Learning: Science and Technology},
  volume={2},
  number={3},
  pages={035022},
  year={2021},
  publisher={IOP Publishing}
}



@article{fang2020efficient,
  title={Efficient Cysteine Conformer Search with Bayesian Optimization},
  author={Fang, Lincan and Makkonen, Esko and Todorovic, Milica and Rinke, Patrick and Chen, Xi},
  journal={arXiv preprint arXiv:2006.15006},
  year={2020}
}



@article{egger2020charge,
  title={Charge Transfer into Organic Thin Films: A Deeper Insight through Machine-Learning-Assisted Structure Search},
  author={Egger, Alexander T and H{\"o}rmann, Lukas and Jeindl, Andreas and Scherbela, Michael and Obersteiner, Veronika and Todorovi{\'c}, Milica and Rinke, Patrick and Hofmann, Oliver T},
  journal={Advanced Science},
  volume={7},
  number={15},
  pages={2000992},
  year={2020}
}



@article{todorovic2002diffusion,
  title={Diffusion of a polaron in dangling bond wires on Si (001)},
  author={Todorovic, M and Fisher, AJ and Bowler, DR},
  journal={Journal of Physics: Condensed Matter},
  volume={14},
  number={49},
  pages={L749},
  year={2002},
  publisher={IOP Publishing}
}



@article{torralba2008pseudo,
  title={Pseudo-atomic orbitals as basis sets for the O (N) DFT code CONQUEST},
  author={Torralba, AS and Todorovi{\'c}, M and Br{\'a}zdov{\'a}, V and Choudhury, R and Miyazaki, T and Gillan, MJ and Bowler, DR},
  journal={Journal of Physics: Condensed Matter},
  volume={20},
  number={29},
  pages={294206},
  year={2008},
  publisher={IOP Publishing}
}



@article{todorovic2011non,
  title={Non-adiabatic simulations of current-related structural transformations in metallic nanodevices},
  author={Todorovi{\'c}, M and Bowler, D R},
  journal={Journal of Physics: Condensed Matter},
  volume={23},
  number={34},
  pages={345301},
  year={2011},
  publisher={IOP Publishing}
}



@article{todorovic2013density,
  title={Density-functional theory study of gramicidin A ion channel geometry and electronic properties},
  author={Todorovi{\'c}, Milica and Bowler, David R and Gillan, Michael J and Miyazaki, Tsuyoshi},
  journal={Journal of The Royal Society Interface},
  volume={10},
  number={89},
  pages={20130547},
  year={2013},
  publisher={The Royal Society}
}



@article{baykara2013atom,
  title={Atom-specific forces and defect identification on surface-oxidized Cu (100) with combined 3D-AFM and STM measurements},
  author={Baykara, Mehmet Z and Todorovi{\'c}, Milica and M{\"o}nig, Harry and Schwendemann, Todd C and {\"U}nverdi, {\"O}zhan and Rodrigo, Lucia and Altman, Eric I and P{\'e}rez, Rub{\'e}n and Schwarz, Udo D},
  journal={Physical Review B{\textendash}Condensed Matter and Materials Physics},
  volume={87},
  number={15},
  pages={155414},
  year={2013},
  publisher={American Physical Society}
}



@article{monig2013understanding,
  title={Understanding Scanning Tunneling Microscopy Contrast Mechanisms on Metal Oxides: A Case Study},
  author={M{\"o}nig, Harry and Todorovic, Milica and Baykara, Mehmet Z and Schwendemann, Todd C and Rodrigo, Luc{\'\i}a and Altman, Eric I and P{\'e}rez, Rub{\'e}n and Schwarz, Udo D},
  journal={ACS nano},
  volume={7},
  number={11},
  pages={10233--10244},
  year={2013},
  publisher={ACS Publications}
}



@article{stetsovych2015atomic,
  title={Atomic species identification at the (101) anatase surface by simultaneous scanning tunnelling and atomic force microscopy},
  author={Stetsovych, Oleksandr and Todorovi{\'c}, Milica and Shimizu, Tomoko K and Moreno, C{\'e}sar and Ryan, James William and Le{\'o}n, Carmen P{\'e}rez and Sagisaka, Keisuke and Palomares, Emilio and Matol{\'\i}n, Vladim{\'\i}r and Fujita, Daisuke and others},
  journal={Nature communications},
  volume={6},
  number={1},
  pages={7265},
  year={2015},
  publisher={Nature Publishing Group UK London}
}



@article{baykara2015simultaneous,
  title={Simultaneous measurement of multiple independent atomic-scale interactions using scanning probe microscopy: data interpretation and the effect of cross-talk},
  author={Baykara, Mehmet Z and Todorovi{\'c}, Milica and M{\"o}nig, Harry and Schwendemann, Todd C and Rodrigo, Lucia and Altman, Eric I and P{\'e}rez, Rub{\'e}n and Schwarz, Udo D},
  journal={The Journal of Physical Chemistry C},
  volume={119},
  number={12},
  pages={6670--6677},
  year={2015},
  publisher={American Chemical Society}
}



@article{monig2016submolecular,
  title={Submolecular imaging by noncontact atomic force microscopy with an oxygen atom rigidly connected to a metallic probe},
  author={M{\"o}nig, Harry and Hermoso, Diego R and D{\'\i}az Arado, Oscar and Todorovi{\'c}, Milica and Timmer, Alexander and Sch{\"a}fer, Simon and Langewisch, Gernot and P{\'e}rez, Rub{\'e}n and Fuchs, Harald},
  journal={ACS nano},
  volume={10},
  number={1},
  pages={1201--1209},
  year={2016},
  publisher={American Chemical Society}
}
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Pan, F.; Zhang, G.; Liu, Z.; Dong, H.; Wang, D.; Jiang, Z.; Ren, W.; Ye, Z.; Todorović, M.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Small Structures</i>,2400268.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-pan-zhang-liu-dong-wang-jiang-ren-etal-structuraldisorderbyoctahedraltiltingininorganichalideperovskitesnewinsightwithbayesianoptimization-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-pan-zhang-liu-dong-wang-jiang-ren-etal-structuraldisorderbyoctahedraltiltingininorganichalideperovskitesnewinsightwithbayesianoptimization-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{li2024structural,\n  title={Structural disorder by octahedral tilting in inorganic halide perovskites: New insight with Bayesian optimization},\n  author={Li, Jingrui and Pan, Fang and Zhang, Guo-Xu and Liu, Zenghui and Dong, Hua and Wang, Dawei and Jiang, Zhuangde and Ren, Wei and Ye, Zuo-Guang and Todorovi{\\&#x27;c}, Milica and others},\n  journal={Small Structures},\n  pages={2400268},\n  year={2024}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"besel-todorovi-kurtn-vehkamki-rinke-thesearchforsparsedatainmoleculardatasetsapplicationofactivelearningtoidentifyextremelylowvolatileorganiccompounds-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  The search for sparse data in molecular datasets: Application of active learning to identify extremely low volatile organic compounds.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besel, V.; Todorović, M.; Kurtén, T.; Vehkamäki, H.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Aerosol Science</i>, 179: 106375.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besel-todorovi-kurtn-vehkamki-rinke-thesearchforsparsedatainmoleculardatasetsapplicationofactivelearningtoidentifyextremelylowvolatileorganiccompounds-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besel-todorovi-kurtn-vehkamki-rinke-thesearchforsparsedatainmoleculardatasetsapplicationofactivelearningtoidentifyextremelylowvolatileorganiccompounds-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{besel2024search,\n  title={The search for sparse data in molecular datasets: Application of active learning to identify extremely low volatile organic compounds},\n  author={Besel, Vitus and Todorovi{\\&#x27;c}, Milica and Kurt{\\&#x27;e}n, Theo and Vehkam{\\&quot;a}ki, Hanna and Rinke, Patrick},\n  journal={Journal of Aerosol Science},\n  volume={179},\n  pages={106375},\n  year={2024},\n  publisher={Pergamon}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sipil-mehryary-pyysalo-ginter-todorovi-questionansweringmodelsforinformationextractionfromperovskitematerialsscienceliterature-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Question Answering models for information extraction from perovskite materials science literature.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sipilä, M; Mehryary, F; Pyysalo, S; Ginter, F;  and Todorović, M.\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2405.15290</i>.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sipil-mehryary-pyysalo-ginter-todorovi-questionansweringmodelsforinformationextractionfromperovskitematerialsscienceliterature-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sipil-mehryary-pyysalo-ginter-todorovi-questionansweringmodelsforinformationextractionfromperovskitematerialsscienceliterature-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sipila2024question,\n  title={Question Answering models for information extraction from perovskite materials science literature},\n  author={Sipil{\\&quot;a}, M and Mehryary, F and Pyysalo, S and Ginter, F and Todorovi{\\&#x27;c}, Milica},\n  journal={arXiv preprint arXiv:2405.15290},\n  year={2024}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ghosh-todorovi-vehtari-rinke-activelearningofmoleculardatafortaskspecificobjectives-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Active Learning of Molecular Data for Task-Specific Objectives.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ghosh, K.; Todorović, M.; Vehtari, A.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2408.11191</i>.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ghosh-todorovi-vehtari-rinke-activelearningofmoleculardatafortaskspecificobjectives-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ghosh-todorovi-vehtari-rinke-activelearningofmoleculardatafortaskspecificobjectives-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ghosh2024active,\n  title={Active Learning of Molecular Data for Task-Specific Objectives},\n  author={Ghosh, Kunal and Todorovi{\\&#x27;c}, Milica and Vehtari, Aki and Rinke, Patrick},\n  journal={arXiv preprint arXiv:2408.11191},\n  year={2024}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sippola-todorovi-peltola-firstprinciplesstructuresearchstudyof17estradioladsorptionongraphene-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  First-Principles Structure Search Study of 17-$β$-Estradiol Adsorption on Graphene.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sippola, S.; Todorović, M.;  and Peltola, E.\n</span>\n\n  \n\n</span>\n\n  <i>ACS omega</i>.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sippola-todorovi-peltola-firstprinciplesstructuresearchstudyof17estradioladsorptionongraphene-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sippola-todorovi-peltola-firstprinciplesstructuresearchstudyof17estradioladsorptionongraphene-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sippola2024first,\n  title={First-Principles Structure Search Study of 17-$\\beta$-Estradiol Adsorption on Graphene},\n  author={Sippola, Saara and Todorovi{\\&#x27;c}, Milica and Peltola, Emilia},\n  journal={ACS omega},\n  year={2024},\n  publisher={ACS Publications}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"huang-filstroff-mikkola-zheng-todorovic-kaski-augmentingbayesianoptimizationwithpreferencebasedexpertfeedback-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Augmenting Bayesian Optimization with Preference-based Expert Feedback.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huang, D.; Filstroff, L.; Mikkola, P.; Zheng, R.; Todorovic, M.;  and Kaski, S.\n</span>\n\n  \n\n</span>\n\n  In <i>ICML 2023 Workshop The Many Facets of Preference-Based Learning</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huang-filstroff-mikkola-zheng-todorovic-kaski-augmentingbayesianoptimizationwithpreferencebasedexpertfeedback-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huang-filstroff-mikkola-zheng-todorovic-kaski-augmentingbayesianoptimizationwithpreferencebasedexpertfeedback-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{huang2023augmenting,\n  title={Augmenting Bayesian Optimization with Preference-based Expert Feedback},\n  author={Huang, Daolang and Filstroff, Louis and Mikkola, Petrus and Zheng, Runkai and Todorovic, Milica and Kaski, Samuel},\n  booktitle={ICML 2023 Workshop The Many Facets of Preference-Based Learning},\n  year={2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"karttunen-jouttijrvi-poskela-palonen-huerta-todorovi-ranta-miettunen-comparingmethodsforthelongtermperformanceassessmentofbifacialphotovoltaicmodulesinnordicconditions-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Comparing methods for the long-term performance assessment of bifacial photovoltaic modules in Nordic conditions.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Karttunen, L.; Jouttijärvi, S.; Poskela, A.; Palonen, H.; Huerta, H.; Todorović, M.; Ranta, S.;  and Miettunen, K.\n</span>\n\n  \n\n</span>\n\n  <i>Renewable Energy</i>, 219: 119473.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/karttunen-jouttijrvi-poskela-palonen-huerta-todorovi-ranta-miettunen-comparingmethodsforthelongtermperformanceassessmentofbifacialphotovoltaicmodulesinnordicconditions-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('karttunen-jouttijrvi-poskela-palonen-huerta-todorovi-ranta-miettunen-comparingmethodsforthelongtermperformanceassessmentofbifacialphotovoltaicmodulesinnordicconditions-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{karttunen2023comparing,\n  title={Comparing methods for the long-term performance assessment of bifacial photovoltaic modules in Nordic conditions},\n  author={Karttunen, Lauri and Jouttij{\\&quot;a}rvi, Sami and Poskela, Aapo and Palonen, Heikki and Huerta, Hugo and Todorovi{\\&#x27;c}, Milica and Ranta, Samuli and Miettunen, Kati},\n  journal={Renewable Energy},\n  volume={219},\n  pages={119473},\n  year={2023},\n  publisher={Pergamon}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"rivasto-todorovi-huhtinen-paturi-optimizationofhightemperaturesuperconductingmultilayerfilmsusingartificialintelligence-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Optimization of high-temperature superconducting multilayer films using artificial intelligence.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Rivasto, E.; Todorović, M.; Huhtinen, H.;  and Paturi, P.\n</span>\n\n  \n\n</span>\n\n  <i>New Journal of Physics</i>, 25(11): 113046.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/rivasto-todorovi-huhtinen-paturi-optimizationofhightemperaturesuperconductingmultilayerfilmsusingartificialintelligence-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('rivasto-todorovi-huhtinen-paturi-optimizationofhightemperaturesuperconductingmultilayerfilmsusingartificialintelligence-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{rivasto2023optimization,\n  title={Optimization of high-temperature superconducting multilayer films using artificial intelligence},\n  author={Rivasto, Elmeri and Todorovi{\\&#x27;c}, Milica and Huhtinen, Hannu and Paturi, Petriina},\n  journal={New Journal of Physics},\n  volume={25},\n  number={11},\n  pages={113046},\n  year={2023},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"besel-todorovi-kurtn-rinke-vehkamki-atomicstructuresconformersandthermodynamicpropertiesof32katmosphericmolecules-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Atomic structures, conformers and thermodynamic properties of 32k atmospheric molecules.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besel, V.; Todorović, M.; Kurtén, T.; Rinke, P.;  and Vehkamäki, H.\n</span>\n\n  \n\n</span>\n\n  <i>Scientific Data</i>, 10(1): 450.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besel-todorovi-kurtn-rinke-vehkamki-atomicstructuresconformersandthermodynamicpropertiesof32katmosphericmolecules-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besel-todorovi-kurtn-rinke-vehkamki-atomicstructuresconformersandthermodynamicpropertiesof32katmosphericmolecules-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{besel2023atomic,\n  title={Atomic structures, conformers and thermodynamic properties of 32k atmospheric molecules},\n  author={Besel, Vitus and Todorovi{\\&#x27;c}, Milica and Kurt{\\&#x27;e}n, Theo and Rinke, Patrick and Vehkam{\\&quot;a}ki, Hanna},\n  journal={Scientific Data},\n  volume={10},\n  number={1},\n  pages={450},\n  year={2023},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fang-guo-todorovic-rinke-chen-exploringtheconformersofanorganicmoleculeonametalclusterwithbayesianoptimization-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Exploring the Conformers of an Organic Molecule on a Metal Cluster with Bayesian Optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fang, L.; Guo, X.; Todorovic, M.; Rinke, P.;  and Chen, X.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Chemical Information and Modeling</i>, 63(3): 745–752.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fang-guo-todorovic-rinke-chen-exploringtheconformersofanorganicmoleculeonametalclusterwithbayesianoptimization-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fang-guo-todorovic-rinke-chen-exploringtheconformersofanorganicmoleculeonametalclusterwithbayesianoptimization-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{fang2023exploring,\n  title={Exploring the Conformers of an Organic Molecule on a Metal Cluster with Bayesian Optimization},\n  author={Fang, Lincan and Guo, Xiaomi and Todorovic, Milica and Rinke, Patrick and Chen, Xi},\n  journal={Journal of Chemical Information and Modeling},\n  volume={63},\n  number={3},\n  pages={745--752},\n  year={2023},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laakso-himanen-homm-morooka-jger-todorovi-rinke-updatestothedscribelibrarynewdescriptorsandderivatives-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Updates to the DScribe library: New descriptors and derivatives.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laakso, J.; Himanen, L.; Homm, H.; Morooka, E. V; Jäger, M. O.; Todorović, M.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>The Journal of Chemical Physics</i>, 158(23).  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laakso-himanen-homm-morooka-jger-todorovi-rinke-updatestothedscribelibrarynewdescriptorsandderivatives-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laakso-himanen-homm-morooka-jger-todorovi-rinke-updatestothedscribelibrarynewdescriptorsandderivatives-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{laakso2023updates,\n  title={Updates to the DScribe library: New descriptors and derivatives},\n  author={Laakso, Jarno and Himanen, Lauri and Homm, Henrietta and Morooka, Eiaki V and J{\\&quot;a}ger, Marc OJ and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick},\n  journal={The Journal of Chemical Physics},\n  volume={158},\n  number={23},\n  year={2023},\n  publisher={AIP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"jin-kmrinen-rinke-rojas-todorovi-machinelearningasatooltoengineermicrostructuresmorphologicalpredictionoftanninbasedcolloidsusingbayesiansurrogatemodels-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Machine learning as a tool to engineer microstructures: Morphological prediction of tannin-based colloids using Bayesian surrogate models.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jin, S.; Kämäräinen, T.; Rinke, P.; Rojas, O. J;  and Todorović, M.\n</span>\n\n  \n\n</span>\n\n  <i>MRS bulletin</i>, 47(1): 29–37.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-kmrinen-rinke-rojas-todorovi-machinelearningasatooltoengineermicrostructuresmorphologicalpredictionoftanninbasedcolloidsusingbayesiansurrogatemodels-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-kmrinen-rinke-rojas-todorovi-machinelearningasatooltoengineermicrostructuresmorphologicalpredictionoftanninbasedcolloidsusingbayesiansurrogatemodels-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jin2022machine,\n  title={Machine learning as a tool to engineer microstructures: Morphological prediction of tannin-based colloids using Bayesian surrogate models},\n  author={Jin, Soo-Ah and K{\\&quot;a}m{\\&quot;a}r{\\&quot;a}inen, Tero and Rinke, Patrick and Rojas, Orlando J and Todorovi{\\&#x27;c}, Milica},\n  journal={MRS bulletin},\n  volume={47},\n  number={1},\n  pages={29--37},\n  year={2022},\n  publisher={Springer International Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fangnon-dvorak-havu-todorovi-li-rinke-protectivecoatinginterfacesforperovskitesolarcellmaterialsafirstprinciplesstudy-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Protective Coating Interfaces for Perovskite Solar Cell Materials: A First-Principles Study.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fangnon, A.; Dvorak, M.; Havu, V.; Todorović, M.; Li, J.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>ACS Applied Materials & Interfaces</i>, 14(10): 12758–12765.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fangnon-dvorak-havu-todorovi-li-rinke-protectivecoatinginterfacesforperovskitesolarcellmaterialsafirstprinciplesstudy-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fangnon-dvorak-havu-todorovi-li-rinke-protectivecoatinginterfacesforperovskitesolarcellmaterialsafirstprinciplesstudy-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{fangnon2022protective,\n  title={Protective Coating Interfaces for Perovskite Solar Cell Materials: A First-Principles Study},\n  author={Fangnon, Azimatu and Dvorak, Marc and Havu, Ville and Todorovi{\\&#x27;c}, Milica and Li, Jingrui and Rinke, Patrick},\n  journal={ACS Applied Materials \\&amp; Interfaces},\n  volume={14},\n  number={10},\n  pages={12758--12765},\n  year={2022},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kulik-hammerschmidt-schmidt-botti-marques-boley-scheffler-todorovi-etal-roadmaponmachinelearninginelectronicstructure-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Roadmap on machine learning in electronic structure.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kulik, H.; Hammerschmidt, T.; Schmidt, J.; Botti, S.; Marques, M.; Boley, M.; Scheffler, M.; Todorović, M.; Rinke, P.; Oses, C.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Electronic Structure</i>, 4(2): 023004.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kulik-hammerschmidt-schmidt-botti-marques-boley-scheffler-todorovi-etal-roadmaponmachinelearninginelectronicstructure-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kulik-hammerschmidt-schmidt-botti-marques-boley-scheffler-todorovi-etal-roadmaponmachinelearninginelectronicstructure-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kulik2022roadmap,\n  title={Roadmap on machine learning in electronic structure},\n  author={Kulik, HJ and Hammerschmidt, Thomas and Schmidt, Jonathan and Botti, Silvana and Marques, MAL and Boley, Mario and Scheffler, Matthias and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick and Oses, Corey and others},\n  journal={Electronic Structure},\n  volume={4},\n  number={2},\n  pages={023004},\n  year={2022},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-fang-xu-duan-rinke-todorovi-chen-molecularconformersearchwithlowenergylatentspace-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Molecular conformer search with low-energy latent space.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, X.; Fang, L.; Xu, Y.; Duan, W.; Rinke, P.; Todorović, M.;  and Chen, X.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of chemical theory and computation</i>, 18(7): 4574–4585.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-fang-xu-duan-rinke-todorovi-chen-molecularconformersearchwithlowenergylatentspace-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-fang-xu-duan-rinke-todorovi-chen-molecularconformersearchwithlowenergylatentspace-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{guo2022molecular,\n  title={Molecular conformer search with low-energy latent space},\n  author={Guo, Xiaomi and Fang, Lincan and Xu, Yong and Duan, Wenhui and Rinke, Patrick and Todorovi{\\&#x27;c}, Milica and Chen, Xi},\n  journal={Journal of chemical theory and computation},\n  volume={18},\n  number={7},\n  pages={4574--4585},\n  year={2022},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"schattauer-todorovi-ghosh-rinke-libisch-machinelearningsparsetightbindingparametersfordefects-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Machine learning sparse tight-binding parameters for defects.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Schattauer, C.; Todorović, M.; Ghosh, K.; Rinke, P.;  and Libisch, F.\n</span>\n\n  \n\n</span>\n\n  <i>npj Computational Materials</i>, 8(1): 116.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/schattauer-todorovi-ghosh-rinke-libisch-machinelearningsparsetightbindingparametersfordefects-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('schattauer-todorovi-ghosh-rinke-libisch-machinelearningsparsetightbindingparametersfordefects-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{schattauer2022machine,\n  title={Machine learning sparse tight-binding parameters for defects},\n  author={Schattauer, Christoph and Todorovi{\\&#x27;c}, Milica and Ghosh, Kunal and Rinke, Patrick and Libisch, Florian},\n  journal={npj Computational Materials},\n  volume={8},\n  number={1},\n  pages={116},\n  year={2022},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jrvi-todorovi-rinke-efficientmodelingoforganicadsorbatesonoxygenintercalatedgrapheneonir111-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficient modeling of organic adsorbates on oxygen-intercalated graphene on Ir (111).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Järvi, J.; Todorović, M.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Physical Review B</i>, 105(19): 195304.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jrvi-todorovi-rinke-efficientmodelingoforganicadsorbatesonoxygenintercalatedgrapheneonir111-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jrvi-todorovi-rinke-efficientmodelingoforganicadsorbatesonoxygenintercalatedgrapheneonir111-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jarvi2022efficient,\n  title={Efficient modeling of organic adsorbates on oxygen-intercalated graphene on Ir (111)},\n  author={J{\\&quot;a}rvi, Jari and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick},\n  journal={Physical Review B},\n  volume={105},\n  number={19},\n  pages={195304},\n  year={2022},\n  publisher={APS}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lfgren-tarasov-koitto-rinke-balakshin-todorovic-machinelearningoptimizationofligninpropertiesingreenbiorefineries-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Machine Learning Optimization of Lignin Properties in Green Biorefineries.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Löfgren, J.; Tarasov, D.; Koitto, T.; Rinke, P.; Balakshin, M.;  and Todorovic, M.\n</span>\n\n  \n\n</span>\n\n  <i>ACS Sustainable Chemistry & Engineering</i>, 10(29): 9469–9479.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lfgren-tarasov-koitto-rinke-balakshin-todorovic-machinelearningoptimizationofligninpropertiesingreenbiorefineries-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lfgren-tarasov-koitto-rinke-balakshin-todorovic-machinelearningoptimizationofligninpropertiesingreenbiorefineries-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{lofgren2022machine,\n  title={Machine Learning Optimization of Lignin Properties in Green Biorefineries},\n  author={L{\\&quot;o}fgren, Joakim and Tarasov, Dmitry and Koitto, Taru and Rinke, Patrick and Balakshin, Mikhail and Todorovic, Milica},\n  journal={ACS Sustainable Chemistry \\&amp; Engineering},\n  volume={10},\n  number={29},\n  pages={9469--9479},\n  year={2022},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laakso-todorovi-li-zhang-rinke-compositionalengineeringofperovskiteswithmachinelearning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Compositional engineering of perovskites with machine learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laakso, J.; Todorović, M.; Li, J.; Zhang, G.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Physical Review Materials</i>, 6(11): 113801.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laakso-todorovi-li-zhang-rinke-compositionalengineeringofperovskiteswithmachinelearning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laakso-todorovi-li-zhang-rinke-compositionalengineeringofperovskiteswithmachinelearning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{laakso2022compositional,\n  title={Compositional engineering of perovskites with machine learning},\n  author={Laakso, Jarno and Todorovi{\\&#x27;c}, Milica and Li, Jingrui and Zhang, Guo-Xu and Rinke, Patrick},\n  journal={Physical Review Materials},\n  volume={6},\n  number={11},\n  pages={113801},\n  year={2022},\n  publisher={APS}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tiihonen-filstroff-mikkola-lehto-kaski-todorovi-rinke-moretrustworthybayesianoptimizationofmaterialspropertiesbyaddinghumanintotheloop-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  More trustworthy Bayesian optimization of materials properties by adding human into the loop.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tiihonen, A.; Filstroff, L.; Mikkola, P.; Lehto, E.; Kaski, S.; Todorović, M.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  In <i>AI for Accelerated Materials Design NeurIPS 2022 Workshop</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tiihonen-filstroff-mikkola-lehto-kaski-todorovi-rinke-moretrustworthybayesianoptimizationofmaterialspropertiesbyaddinghumanintotheloop-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tiihonen-filstroff-mikkola-lehto-kaski-todorovi-rinke-moretrustworthybayesianoptimizationofmaterialspropertiesbyaddinghumanintotheloop-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tiihonen2022more,\n  title={More trustworthy Bayesian optimization of materials properties by adding human into the loop},\n  author={Tiihonen, Armi and Filstroff, Louis and Mikkola, Petrus and Lehto, Emma and Kaski, Samuel and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick},\n  booktitle={AI for Accelerated Materials Design NeurIPS 2022 Workshop},\n  year={2022}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"jrvi-alldritt-kreji-todorovi-liljeroth-rinke-integratingbayesianinferencewithscanningprobeexperimentsforrobustidentificationofsurfaceadsorbateconfigurations-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Integrating bayesian inference with scanning probe experiments for robust identification of surface adsorbate configurations.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Järvi, J.; Alldritt, B.; Krejčí, Ondřej; Todorović, M.; Liljeroth, P.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Advanced Functional Materials</i>, 31(32): 2010853.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jrvi-alldritt-kreji-todorovi-liljeroth-rinke-integratingbayesianinferencewithscanningprobeexperimentsforrobustidentificationofsurfaceadsorbateconfigurations-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jrvi-alldritt-kreji-todorovi-liljeroth-rinke-integratingbayesianinferencewithscanningprobeexperimentsforrobustidentificationofsurfaceadsorbateconfigurations-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jarvi2021integrating,\n  title={Integrating bayesian inference with scanning probe experiments for robust identification of surface adsorbate configurations},\n  author={J{\\&quot;a}rvi, Jari and Alldritt, Benjamin and Krej{\\v{c}}{\\&#x27;i}, Ond{\\v{r}}ej and Todorovi{\\&#x27;c}, Milica and Liljeroth, Peter and Rinke, Patrick},\n  journal={Advanced Functional Materials},\n  volume={31},\n  number={32},\n  pages={2010853},\n  year={2021}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lumiaro-todorovi-kurten-vehkamki-rinke-predictinggasparticlepartitioningcoefficientsofatmosphericmoleculeswithmachinelearning-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Predicting gas–particle partitioning coefficients of atmospheric molecules with machine learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lumiaro, E.; Todorović, M.; Kurten, T.; Vehkamäki, H.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Atmospheric Chemistry and Physics</i>, 21(17): 13227–13246.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lumiaro-todorovi-kurten-vehkamki-rinke-predictinggasparticlepartitioningcoefficientsofatmosphericmoleculeswithmachinelearning-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lumiaro-todorovi-kurten-vehkamki-rinke-predictinggasparticlepartitioningcoefficientsofatmosphericmoleculeswithmachinelearning-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{lumiaro2021predicting,\n  title={Predicting gas--particle partitioning coefficients of atmospheric molecules with machine learning},\n  author={Lumiaro, Emma and Todorovi{\\&#x27;c}, Milica and Kurten, Theo and Vehkam{\\&quot;a}ki, Hanna and Rinke, Patrick},\n  journal={Atmospheric Chemistry and Physics},\n  volume={21},\n  number={17},\n  pages={13227--13246},\n  year={2021},\n  publisher={Copernicus GmbH}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fang-makkonen-todorovi-rinke-chen-efficientaminoacidconformersearchwithbayesianoptimization-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficient Amino Acid Conformer Search with Bayesian Optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fang, L.; Makkonen, E.; Todorović, M.; Rinke, P.;  and Chen, X.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of chemical theory and computation</i>, 17(3): 1955–1966.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fang-makkonen-todorovi-rinke-chen-efficientaminoacidconformersearchwithbayesianoptimization-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fang-makkonen-todorovi-rinke-chen-efficientaminoacidconformersearchwithbayesianoptimization-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{fang2021efficient,\n  title={Efficient Amino Acid Conformer Search with Bayesian Optimization},\n  author={Fang, Lincan and Makkonen, Esko and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick and Chen, Xi},\n  journal={Journal of chemical theory and computation},\n  volume={17},\n  number={3},\n  pages={1955--1966},\n  year={2021},\n  publisher={ACS Publications}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stuke-rinke-todorovi-efficienthyperparametertuningforkernelridgeregressionwithbayesianoptimization-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficient hyperparameter tuning for kernel ridge regression with Bayesian optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stuke, A.; Rinke, P.;  and Todorović, M.\n</span>\n\n  \n\n</span>\n\n  <i>Machine Learning: Science and Technology</i>, 2(3): 035022.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stuke-rinke-todorovi-efficienthyperparametertuningforkernelridgeregressionwithbayesianoptimization-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stuke-rinke-todorovi-efficienthyperparametertuningforkernelridgeregressionwithbayesianoptimization-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{stuke2021efficient,\n  title={Efficient hyperparameter tuning for kernel ridge regression with Bayesian optimization},\n  author={Stuke, Annika and Rinke, Patrick and Todorovi{\\&#x27;c}, Milica},\n  journal={Machine Learning: Science and Technology},\n  volume={2},\n  number={3},\n  pages={035022},\n  year={2021},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"stuke-kunkel-golze-todorovi-margraf-reuter-rinke-oberhofer-atomicstructuresandorbitalenergiesof61489crystalformingorganicmolecules-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Atomic structures and orbital energies of 61,489 crystal-forming organic molecules.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stuke, A.; Kunkel, C.; Golze, D.; Todorović, M.; Margraf, J. T; Reuter, K.; Rinke, P.;  and Oberhofer, H.\n</span>\n\n  \n\n</span>\n\n  <i>Scientific data</i>, 7(1): 58.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stuke-kunkel-golze-todorovi-margraf-reuter-rinke-oberhofer-atomicstructuresandorbitalenergiesof61489crystalformingorganicmolecules-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stuke-kunkel-golze-todorovi-margraf-reuter-rinke-oberhofer-atomicstructuresandorbitalenergiesof61489crystalformingorganicmolecules-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{stuke2020atomic,\n  title={Atomic structures and orbital energies of 61,489 crystal-forming organic molecules},\n  author={Stuke, Annika and Kunkel, Christian and Golze, Dorothea and Todorovi{\\&#x27;c}, Milica and Margraf, Johannes T and Reuter, Karsten and Rinke, Patrick and Oberhofer, Harald},\n  journal={Scientific data},\n  volume={7},\n  number={1},\n  pages={58},\n  year={2020},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mikkola-todorovi-jrvi-rinke-kaski-projectivepreferentialbayesianoptimization-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Projective Preferential Bayesian Optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mikkola, P.; Todorović, M.; Järvi, J.; Rinke, P.;  and Kaski, S.\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Machine Learning</i>, pages 6884–6892,  2020. PMLR\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mikkola-todorovi-jrvi-rinke-kaski-projectivepreferentialbayesianoptimization-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mikkola-todorovi-jrvi-rinke-kaski-projectivepreferentialbayesianoptimization-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mikkola2020projective,\n  title={Projective Preferential Bayesian Optimization},\n  author={Mikkola, Petrus and Todorovi{\\&#x27;c}, Milica and J{\\&quot;a}rvi, Jari and Rinke, Patrick and Kaski, Samuel},\n  booktitle={International Conference on Machine Learning},\n  pages={6884--6892},\n  year={2020},\n  organization={PMLR}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jrvi-todorovic-rinke-detectingstablesurfaceadsorbateswithbayesianoptimization-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Detecting Stable Surface Adsorbates with Bayesian Optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Järvi, J.; Todorovic, M.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Bulletin of the American Physical Society</i>, 65.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jrvi-todorovic-rinke-detectingstablesurfaceadsorbateswithbayesianoptimization-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jrvi-todorovic-rinke-detectingstablesurfaceadsorbateswithbayesianoptimization-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jarvi2020detecting,\n  title={Detecting Stable Surface Adsorbates with Bayesian Optimization},\n  author={J{\\&quot;a}rvi, Jari and Todorovic, Milica and Rinke, Patrick},\n  journal={Bulletin of the American Physical Society},\n  volume={65},\n  year={2020},\n  publisher={American Physical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jrvi-rinke-todorovi-detectingstableadsorbatesof1scamphoroncu111withbayesianoptimization-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Detecting stable adsorbates of (1S)-camphor on Cu (111) with Bayesian optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Järvi, J.; Rinke, P.;  and Todorović, M.\n</span>\n\n  \n\n</span>\n\n  <i>Beilstein journal of nanotechnology</i>, 11(1): 1577–1589.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jrvi-rinke-todorovi-detectingstableadsorbatesof1scamphoroncu111withbayesianoptimization-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jrvi-rinke-todorovi-detectingstableadsorbatesof1scamphoroncu111withbayesianoptimization-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jarvi2020detecting,\n  title={Detecting stable adsorbates of (1S)-camphor on Cu (111) with Bayesian optimization},\n  author={J{\\&quot;a}rvi, Jari and Rinke, Patrick and Todorovi{\\&#x27;c}, Milica},\n  journal={Beilstein journal of nanotechnology},\n  volume={11},\n  number={1},\n  pages={1577--1589},\n  year={2020},\n  publisher={Beilstein-Institut}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fang-makkonen-todorovic-rinke-chen-efficientcysteineconformersearchwithbayesianoptimization-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficient Cysteine Conformer Search with Bayesian Optimization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fang, L.; Makkonen, E.; Todorovic, M.; Rinke, P.;  and Chen, X.\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2006.15006</i>.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fang-makkonen-todorovic-rinke-chen-efficientcysteineconformersearchwithbayesianoptimization-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fang-makkonen-todorovic-rinke-chen-efficientcysteineconformersearchwithbayesianoptimization-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{fang2020efficient,\n  title={Efficient Cysteine Conformer Search with Bayesian Optimization},\n  author={Fang, Lincan and Makkonen, Esko and Todorovic, Milica and Rinke, Patrick and Chen, Xi},\n  journal={arXiv preprint arXiv:2006.15006},\n  year={2020}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"egger-hrmann-jeindl-scherbela-obersteiner-todorovi-rinke-hofmann-chargetransferintoorganicthinfilmsadeeperinsightthroughmachinelearningassistedstructuresearch-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Charge Transfer into Organic Thin Films: A Deeper Insight through Machine-Learning-Assisted Structure Search.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Egger, A. T; Hörmann, L.; Jeindl, A.; Scherbela, M.; Obersteiner, V.; Todorović, M.; Rinke, P.;  and Hofmann, O. T\n</span>\n\n  \n\n</span>\n\n  <i>Advanced Science</i>, 7(15): 2000992.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/egger-hrmann-jeindl-scherbela-obersteiner-todorovi-rinke-hofmann-chargetransferintoorganicthinfilmsadeeperinsightthroughmachinelearningassistedstructuresearch-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('egger-hrmann-jeindl-scherbela-obersteiner-todorovi-rinke-hofmann-chargetransferintoorganicthinfilmsadeeperinsightthroughmachinelearningassistedstructuresearch-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{egger2020charge,\n  title={Charge Transfer into Organic Thin Films: A Deeper Insight through Machine-Learning-Assisted Structure Search},\n  author={Egger, Alexander T and H{\\&quot;o}rmann, Lukas and Jeindl, Andreas and Scherbela, Michael and Obersteiner, Veronika and Todorovi{\\&#x27;c}, Milica and Rinke, Patrick and Hofmann, Oliver T},\n  journal={Advanced Science},\n  volume={7},\n  number={15},\n  pages={2000992},\n  year={2020}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ghosh-stuke-todorovi-jrgensen-schmidt-vehtari-rinke-deeplearningspectroscopyneuralnetworksformolecularexcitationspectra-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Deep learning spectroscopy: Neural networks for molecular excitation spectra.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ghosh, K.; Stuke, A.; Todorović, M.; Jørgensen, P. B.; Schmidt, M. N; Vehtari, A.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Advanced science</i>, 6(9): 1801367.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ghosh-stuke-todorovi-jrgensen-schmidt-vehtari-rinke-deeplearningspectroscopyneuralnetworksformolecularexcitationspectra-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ghosh-stuke-todorovi-jrgensen-schmidt-vehtari-rinke-deeplearningspectroscopyneuralnetworksformolecularexcitationspectra-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ghosh2019deep,\n  title={Deep learning spectroscopy: Neural networks for molecular excitation spectra},\n  author={Ghosh, Kunal and Stuke, Annika and Todorovi{\\&#x27;c}, Milica and J{\\o}rgensen, Peter Bj{\\o}rn and Schmidt, Mikkel N and Vehtari, Aki and Rinke, Patrick},\n  journal={Advanced science},\n  volume={6},\n  number={9},\n  pages={1801367},\n  year={2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stuke-todorovi-rupp-kunkel-ghosh-himanen-rinke-chemicaldiversityinmolecularorbitalenergypredictionswithkernelridgeregression-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Chemical diversity in molecular orbital energy predictions with kernel ridge regression.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stuke, A.; Todorović, M.; Rupp, M.; Kunkel, C.; Ghosh, K.; Himanen, L.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>The Journal of chemical physics</i>, 150(20).  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stuke-todorovi-rupp-kunkel-ghosh-himanen-rinke-chemicaldiversityinmolecularorbitalenergypredictionswithkernelridgeregression-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stuke-todorovi-rupp-kunkel-ghosh-himanen-rinke-chemicaldiversityinmolecularorbitalenergypredictionswithkernelridgeregression-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{stuke2019chemical,\n  title={Chemical diversity in molecular orbital energy predictions with kernel ridge regression},\n  author={Stuke, Annika and Todorovi{\\&#x27;c}, Milica and Rupp, Matthias and Kunkel, Christian and Ghosh, Kunal and Himanen, Lauri and Rinke, Patrick},\n  journal={The Journal of chemical physics},\n  volume={150},\n  number={20},\n  year={2019},\n  publisher={AIP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"scarbathevers-todorovi-golze-hammer-widdra-sebastiani-rinke-golddiggersalteredreconstructionofthegoldsurfacebyphysisorbedaromaticoligomers-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Gold diggers: Altered reconstruction of the gold surface by physisorbed aromatic oligomers.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Scarbath-Evers, L. K.; Todorović, M.; Golze, D.; Hammer, R.; Widdra, W.; Sebastiani, D.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Physical Review Materials</i>, 3(1): 011601.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/scarbathevers-todorovi-golze-hammer-widdra-sebastiani-rinke-golddiggersalteredreconstructionofthegoldsurfacebyphysisorbedaromaticoligomers-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('scarbathevers-todorovi-golze-hammer-widdra-sebastiani-rinke-golddiggersalteredreconstructionofthegoldsurfacebyphysisorbedaromaticoligomers-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{scarbath2019gold,\n  title={Gold diggers: Altered reconstruction of the gold surface by physisorbed aromatic oligomers},\n  author={Scarbath-Evers, Laura Katharina and Todorovi{\\&#x27;c}, Milica and Golze, Dorothea and Hammer, Ren{\\&#x27;e} and Widdra, Wolf and Sebastiani, Daniel and Rinke, Patrick},\n  journal={Physical Review Materials},\n  volume={3},\n  number={1},\n  pages={011601},\n  year={2019},\n  publisher={APS}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"todorovi-gutmann-corander-rinke-bayesianinferenceofatomisticstructureinfunctionalmaterials-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Bayesian inference of atomistic structure in functional materials.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorović, M.; Gutmann, M. U; Corander, J.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Npj computational materials</i>, 5(1): 35.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovi-gutmann-corander-rinke-bayesianinferenceofatomisticstructureinfunctionalmaterials-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovi-gutmann-corander-rinke-bayesianinferenceofatomisticstructureinfunctionalmaterials-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2019bayesian,\n  title={Bayesian inference of atomistic structure in functional materials},\n  author={Todorovi{\\&#x27;c}, Milica and Gutmann, Michael U and Corander, Jukka and Rinke, Patrick},\n  journal={Npj computational materials},\n  volume={5},\n  number={1},\n  pages={35},\n  year={2019},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"martinezcasado-mallia-harrison-perez-firstprinciplescalculationsonthecleananddefective101anatasesurfaceanduponhydrogenandh2pcadsorptiontheinfluenceofelectronicexchangeandcorrelationandofbasissetapproximations-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  First principles calculations on the clean and defective (101) anatase surface and upon hydrogen and H2Pc adsorption: the influence of electronic exchange and correlation and of basis set approximations.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Martínez Casado, María Ruth; Mallia, G.; Harrison, N.;  and Perez, R.\n</span>\n\n  \n\n</span>\n\n  <i>Frontiers in Chemistry</i>, 7: 220.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/martinezcasado-mallia-harrison-perez-firstprinciplescalculationsonthecleananddefective101anatasesurfaceanduponhydrogenandh2pcadsorptiontheinfluenceofelectronicexchangeandcorrelationandofbasissetapproximations-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('martinezcasado-mallia-harrison-perez-firstprinciplescalculationsonthecleananddefective101anatasesurfaceanduponhydrogenandh2pcadsorptiontheinfluenceofelectronicexchangeandcorrelationandofbasissetapproximations-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{martinez2019first,\n  title={First principles calculations on the clean and defective (101) anatase surface and upon hydrogen and H2Pc adsorption: the influence of electronic exchange and correlation and of basis set approximations.},\n  author={Mart{\\&#x27;i}nez Casado, Mar{\\&#x27;i}a Ruth and Mallia, Giuseppe and Harrison, Nicholas and Perez, Ruben},\n  journal={Frontiers in Chemistry},\n  volume={7},\n  pages={220},\n  year={2019},\n  publisher={Frontiers}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"todorovi-stetsovych-moreno-shimizu-custance-prez-pentacenetio2anatasehybridinterfacestudybyscanningprobemicroscopyandfirstprinciplescalculations-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Pentacene/TiO2 anatase hybrid interface study by scanning probe microscopy and first principles calculations.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorović, M.; Stetsovych, O.; Moreno, C.; Shimizu, T. K; Custance, O.;  and Pérez, R.\n</span>\n\n  \n\n</span>\n\n  <i>ACS applied materials & interfaces</i>, 10(40): 34718–34726.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovi-stetsovych-moreno-shimizu-custance-prez-pentacenetio2anatasehybridinterfacestudybyscanningprobemicroscopyandfirstprinciplescalculations-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovi-stetsovych-moreno-shimizu-custance-prez-pentacenetio2anatasehybridinterfacestudybyscanningprobemicroscopyandfirstprinciplescalculations-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2018pentacene,\n  title={Pentacene/TiO2 anatase hybrid interface study by scanning probe microscopy and first principles calculations},\n  author={Todorovi{\\&#x27;c}, Milica and Stetsovych, Oleksandr and Moreno, C{\\&#x27;e}sar and Shimizu, Tomoko K and Custance, Oscar and P{\\&#x27;e}rez, Rub{\\&#x27;e}n},\n  journal={ACS applied materials \\&amp; interfaces},\n  volume={10},\n  number={40},\n  pages={34718--34726},\n  year={2018},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"todorovi-rinke-makeyourbossdotheworkoptimisingtechnologieswithartificialintelligence-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Make your BOSS do the work: optimising technologies with artificial intelligence.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorović, M.;  and Rinke, P.\n</span>\n\n  \n\n</span>\n\n  <i>Arkhimedes (2018): 1</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovi-rinke-makeyourbossdotheworkoptimisingtechnologieswithartificialintelligence-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovi-rinke-makeyourbossdotheworkoptimisingtechnologieswithartificialintelligence-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2018make,\n  title={Make your BOSS do the work: optimising technologies with artificial intelligence},\n  author={Todorovi{\\&#x27;c}, Milica and Rinke, Patrick},\n  journal={Arkhimedes (2018): 1},\n  year={2018},\n  publisher={Helsinki: Suomen fyysikkoseura: Suomen matemaattinen yhdistys}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"berseneva-komsa-vierimaa-bjrkman-fan-harju-todorovi-krasheninnikov-etal-substitutionalcarbondopingoffreestandingandrusupportedbnsheetsafirstprinciplesstudy-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Substitutional carbon doping of free-standing and Ru-supported BN sheets: a first-principles study.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Berseneva, N; Komsa, H.; Vierimaa, V; Björkman, T; Fan, Z; Harju, A; Todorović, M; Krasheninnikov, A.;  and Nieminen, R.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Physics: Condensed Matter</i>, 29(41): 415301.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/berseneva-komsa-vierimaa-bjrkman-fan-harju-todorovi-krasheninnikov-etal-substitutionalcarbondopingoffreestandingandrusupportedbnsheetsafirstprinciplesstudy-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('berseneva-komsa-vierimaa-bjrkman-fan-harju-todorovi-krasheninnikov-etal-substitutionalcarbondopingoffreestandingandrusupportedbnsheetsafirstprinciplesstudy-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{berseneva2017substitutional,\n  title={Substitutional carbon doping of free-standing and Ru-supported BN sheets: a first-principles study},\n  author={Berseneva, N and Komsa, HP and Vierimaa, V and Bj{\\&quot;o}rkman, T and Fan, Z and Harju, A and Todorovi{\\&#x27;c}, M and Krasheninnikov, AV and Nieminen, RM},\n  journal={Journal of Physics: Condensed Matter},\n  volume={29},\n  number={41},\n  pages={415301},\n  year={2017},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mnig-hermoso-dazarado-todorovi-timmer-schfer-langewisch-prez-etal-submolecularimagingbynoncontactatomicforcemicroscopywithanoxygenatomrigidlyconnectedtoametallicprobe-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Submolecular imaging by noncontact atomic force microscopy with an oxygen atom rigidly connected to a metallic probe.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mönig, H.; Hermoso, D. R; Dı́az Arado, Oscar; Todorović, M.; Timmer, A.; Schäfer, S.; Langewisch, G.; Pérez, R.;  and Fuchs, H.\n</span>\n\n  \n\n</span>\n\n  <i>ACS nano</i>, 10(1): 1201–1209.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mnig-hermoso-dazarado-todorovi-timmer-schfer-langewisch-prez-etal-submolecularimagingbynoncontactatomicforcemicroscopywithanoxygenatomrigidlyconnectedtoametallicprobe-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mnig-hermoso-dazarado-todorovi-timmer-schfer-langewisch-prez-etal-submolecularimagingbynoncontactatomicforcemicroscopywithanoxygenatomrigidlyconnectedtoametallicprobe-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{monig2016submolecular,\n  title={Submolecular imaging by noncontact atomic force microscopy with an oxygen atom rigidly connected to a metallic probe},\n  author={M{\\&quot;o}nig, Harry and Hermoso, Diego R and D{\\&#x27;\\i}az Arado, Oscar and Todorovi{\\&#x27;c}, Milica and Timmer, Alexander and Sch{\\&quot;a}fer, Simon and Langewisch, Gernot and P{\\&#x27;e}rez, Rub{\\&#x27;e}n and Fuchs, Harald},\n  journal={ACS nano},\n  volume={10},\n  number={1},\n  pages={1201--1209},\n  year={2016},\n  publisher={American Chemical Society}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"stetsovych-todorovi-shimizu-moreno-ryan-len-sagisaka-palomares-etal-atomicspeciesidentificationatthe101anatasesurfacebysimultaneousscanningtunnellingandatomicforcemicroscopy-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Atomic species identification at the (101) anatase surface by simultaneous scanning tunnelling and atomic force microscopy.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stetsovych, O.; Todorović, M.; Shimizu, T. K; Moreno, C.; Ryan, J. W.; León, C. P.; Sagisaka, K.; Palomares, E.; Matolı́n, Vladimı́r; Fujita, D.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Nature communications</i>, 6(1): 7265.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stetsovych-todorovi-shimizu-moreno-ryan-len-sagisaka-palomares-etal-atomicspeciesidentificationatthe101anatasesurfacebysimultaneousscanningtunnellingandatomicforcemicroscopy-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stetsovych-todorovi-shimizu-moreno-ryan-len-sagisaka-palomares-etal-atomicspeciesidentificationatthe101anatasesurfacebysimultaneousscanningtunnellingandatomicforcemicroscopy-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{stetsovych2015atomic,\n  title={Atomic species identification at the (101) anatase surface by simultaneous scanning tunnelling and atomic force microscopy},\n  author={Stetsovych, Oleksandr and Todorovi{\\&#x27;c}, Milica and Shimizu, Tomoko K and Moreno, C{\\&#x27;e}sar and Ryan, James William and Le{\\&#x27;o}n, Carmen P{\\&#x27;e}rez and Sagisaka, Keisuke and Palomares, Emilio and Matol{\\&#x27;\\i}n, Vladim{\\&#x27;\\i}r and Fujita, Daisuke and others},\n  journal={Nature communications},\n  volume={6},\n  number={1},\n  pages={7265},\n  year={2015},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baykara-todorovi-mnig-schwendemann-rodrigo-altman-prez-schwarz-simultaneousmeasurementofmultipleindependentatomicscaleinteractionsusingscanningprobemicroscopydatainterpretationandtheeffectofcrosstalk-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Simultaneous measurement of multiple independent atomic-scale interactions using scanning probe microscopy: data interpretation and the effect of cross-talk.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baykara, M. Z; Todorović, M.; Mönig, H.; Schwendemann, T. C; Rodrigo, L.; Altman, E. I; Pérez, R.;  and Schwarz, U. D\n</span>\n\n  \n\n</span>\n\n  <i>The Journal of Physical Chemistry C</i>, 119(12): 6670–6677.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baykara-todorovi-mnig-schwendemann-rodrigo-altman-prez-schwarz-simultaneousmeasurementofmultipleindependentatomicscaleinteractionsusingscanningprobemicroscopydatainterpretationandtheeffectofcrosstalk-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baykara-todorovi-mnig-schwendemann-rodrigo-altman-prez-schwarz-simultaneousmeasurementofmultipleindependentatomicscaleinteractionsusingscanningprobemicroscopydatainterpretationandtheeffectofcrosstalk-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{baykara2015simultaneous,\n  title={Simultaneous measurement of multiple independent atomic-scale interactions using scanning probe microscopy: data interpretation and the effect of cross-talk},\n  author={Baykara, Mehmet Z and Todorovi{\\&#x27;c}, Milica and M{\\&quot;o}nig, Harry and Schwendemann, Todd C and Rodrigo, Lucia and Altman, Eric I and P{\\&#x27;e}rez, Rub{\\&#x27;e}n and Schwarz, Udo D},\n  journal={The Journal of Physical Chemistry C},\n  volume={119},\n  number={12},\n  pages={6670--6677},\n  year={2015},\n  publisher={American Chemical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"todorovi-bowler-gillan-miyazaki-densityfunctionaltheorystudyofgramicidinaionchannelgeometryandelectronicproperties-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Density-functional theory study of gramicidin A ion channel geometry and electronic properties.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorović, M.; Bowler, D. R; Gillan, M. J;  and Miyazaki, T.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of The Royal Society Interface</i>, 10(89): 20130547.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovi-bowler-gillan-miyazaki-densityfunctionaltheorystudyofgramicidinaionchannelgeometryandelectronicproperties-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovi-bowler-gillan-miyazaki-densityfunctionaltheorystudyofgramicidinaionchannelgeometryandelectronicproperties-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2013density,\n  title={Density-functional theory study of gramicidin A ion channel geometry and electronic properties},\n  author={Todorovi{\\&#x27;c}, Milica and Bowler, David R and Gillan, Michael J and Miyazaki, Tsuyoshi},\n  journal={Journal of The Royal Society Interface},\n  volume={10},\n  number={89},\n  pages={20130547},\n  year={2013},\n  publisher={The Royal Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baykara-todorovi-mnig-schwendemann-nverdi-rodrigo-altman-prez-etal-atomspecificforcesanddefectidentificationonsurfaceoxidizedcu100withcombined3dafmandstmmeasurements-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Atom-specific forces and defect identification on surface-oxidized Cu (100) with combined 3D-AFM and STM measurements.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baykara, M. Z; Todorović, M.; Mönig, H.; Schwendemann, T. C; Ünverdi, Ö.; Rodrigo, L.; Altman, E. I; Pérez, R.;  and Schwarz, U. D\n</span>\n\n  \n\n</span>\n\n  <i>Physical Review B–Condensed Matter and Materials Physics</i>, 87(15): 155414.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baykara-todorovi-mnig-schwendemann-nverdi-rodrigo-altman-prez-etal-atomspecificforcesanddefectidentificationonsurfaceoxidizedcu100withcombined3dafmandstmmeasurements-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baykara-todorovi-mnig-schwendemann-nverdi-rodrigo-altman-prez-etal-atomspecificforcesanddefectidentificationonsurfaceoxidizedcu100withcombined3dafmandstmmeasurements-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{baykara2013atom,\n  title={Atom-specific forces and defect identification on surface-oxidized Cu (100) with combined 3D-AFM and STM measurements},\n  author={Baykara, Mehmet Z and Todorovi{\\&#x27;c}, Milica and M{\\&quot;o}nig, Harry and Schwendemann, Todd C and {\\&quot;U}nverdi, {\\&quot;O}zhan and Rodrigo, Lucia and Altman, Eric I and P{\\&#x27;e}rez, Rub{\\&#x27;e}n and Schwarz, Udo D},\n  journal={Physical Review B{\\textendash}Condensed Matter and Materials Physics},\n  volume={87},\n  number={15},\n  pages={155414},\n  year={2013},\n  publisher={American Physical Society}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mnig-todorovic-baykara-schwendemann-rodrigo-altman-prez-schwarz-understandingscanningtunnelingmicroscopycontrastmechanismsonmetaloxidesacasestudy-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Understanding Scanning Tunneling Microscopy Contrast Mechanisms on Metal Oxides: A Case Study.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mönig, H.; Todorovic, M.; Baykara, M. Z; Schwendemann, T. C; Rodrigo, L.; Altman, E. I; Pérez, R.;  and Schwarz, U. D\n</span>\n\n  \n\n</span>\n\n  <i>ACS nano</i>, 7(11): 10233–10244.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mnig-todorovic-baykara-schwendemann-rodrigo-altman-prez-schwarz-understandingscanningtunnelingmicroscopycontrastmechanismsonmetaloxidesacasestudy-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mnig-todorovic-baykara-schwendemann-rodrigo-altman-prez-schwarz-understandingscanningtunnelingmicroscopycontrastmechanismsonmetaloxidesacasestudy-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{monig2013understanding,\n  title={Understanding Scanning Tunneling Microscopy Contrast Mechanisms on Metal Oxides: A Case Study},\n  author={M{\\&quot;o}nig, Harry and Todorovic, Milica and Baykara, Mehmet Z and Schwendemann, Todd C and Rodrigo, Luc{\\&#x27;\\i}a and Altman, Eric I and P{\\&#x27;e}rez, Rub{\\&#x27;e}n and Schwarz, Udo D},\n  journal={ACS nano},\n  volume={7},\n  number={11},\n  pages={10233--10244},\n  year={2013},\n  publisher={ACS Publications}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"todorovi-bowler-nonadiabaticsimulationsofcurrentrelatedstructuraltransformationsinmetallicnanodevices-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Non-adiabatic simulations of current-related structural transformations in metallic nanodevices.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorović, M;  and Bowler, D R\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Physics: Condensed Matter</i>, 23(34): 345301.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovi-bowler-nonadiabaticsimulationsofcurrentrelatedstructuraltransformationsinmetallicnanodevices-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovi-bowler-nonadiabaticsimulationsofcurrentrelatedstructuraltransformationsinmetallicnanodevices-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2011non,\n  title={Non-adiabatic simulations of current-related structural transformations in metallic nanodevices},\n  author={Todorovi{\\&#x27;c}, M and Bowler, D R},\n  journal={Journal of Physics: Condensed Matter},\n  volume={23},\n  number={34},\n  pages={345301},\n  year={2011},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"torralba-todorovi-brzdov-choudhury-miyazaki-gillan-bowler-pseudoatomicorbitalsasbasissetsfortheondftcodeconquest-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Pseudo-atomic orbitals as basis sets for the O (N) DFT code CONQUEST.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Torralba, A.; Todorović, M; Brázdová, V; Choudhury, R; Miyazaki, T; Gillan, M.;  and Bowler, D.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Physics: Condensed Matter</i>, 20(29): 294206.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/torralba-todorovi-brzdov-choudhury-miyazaki-gillan-bowler-pseudoatomicorbitalsasbasissetsfortheondftcodeconquest-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('torralba-todorovi-brzdov-choudhury-miyazaki-gillan-bowler-pseudoatomicorbitalsasbasissetsfortheondftcodeconquest-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{torralba2008pseudo,\n  title={Pseudo-atomic orbitals as basis sets for the O (N) DFT code CONQUEST},\n  author={Torralba, AS and Todorovi{\\&#x27;c}, M and Br{\\&#x27;a}zdov{\\&#x27;a}, V and Choudhury, R and Miyazaki, T and Gillan, MJ and Bowler, DR},\n  journal={Journal of Physics: Condensed Matter},\n  volume={20},\n  number={29},\n  pages={294206},\n  year={2008},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"todorovic-fisher-bowler-diffusionofapolaronindanglingbondwiresonsi001-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Diffusion of a polaron in dangling bond wires on Si (001).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Todorovic, M; Fisher, A.;  and Bowler, D.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Physics: Condensed Matter</i>, 14(49): L749.  2002.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/todorovic-fisher-bowler-diffusionofapolaronindanglingbondwiresonsi001-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('todorovic-fisher-bowler-diffusionofapolaronindanglingbondwiresonsi001-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{todorovic2002diffusion,\n  title={Diffusion of a polaron in dangling bond wires on Si (001)},\n  author={Todorovic, M and Fisher, AJ and Bowler, DR},\n  journal={Journal of Physics: Condensed Matter},\n  volume={14},\n  number={49},\n  pages={L749},\n  year={2002},\n  publisher={IOP Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);