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\n  \n 2022\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n A Physics-based Domain Adaptation framework for modelling and forecasting building energy systems.\n \n \n \n \n\n\n \n Conti, Z. X., Choudhary, R., & Magri, L.\n\n\n \n\n\n\n 2022.\n \n\n\n\n
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@misc{https://doi.org/10.48550/arxiv.2208.09456,\r\n  doi = {10.48550/ARXIV.2208.09456},\r\n  url = {https://arxiv.org/abs/2208.09456},\r\n  author = {Conti, Zack Xuereb and Choudhary, Ruchi and Magri, Luca},\r\n  keywords = {Machine Learning (cs.LG), Machine Learning (stat.ML), FOS: Computer and information sciences, FOS: Computer and information sciences},\r\n  title = {A Physics-based Domain Adaptation framework for modelling and forecasting building energy systems},\r\n  publisher = {arXiv}, \r\n  year = {2022},\r\n  copyright = {Creative Commons Attribution 4.0 International}\r\n}\r\n
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\n  \n 2021\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Explainable ML: Augmenting the interpretability of numerical simulation using Bayesian networks.\n \n \n \n\n\n \n Conti, Z. X., & Kaijima, S.\n\n\n \n\n\n\n In The Routledge Companion to Artificial Intelligence in Architecture, pages 315–335. Routledge, 2021.\n \n\n\n\n
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@incollection{conti2021explainable,\r\n  title={Explainable ML: Augmenting the interpretability of numerical simulation using Bayesian networks},\r\n  author={Conti, Zack Xuereb and Kaijima, Sawako},\r\n  booktitle={The Routledge Companion to Artificial Intelligence in Architecture},\r\n  pages={315--335},\r\n  year={2021},\r\n  publisher={Routledge}\r\n}\r\n\r\n
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\n  \n 2020\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Computational screening-LCA tools for early design stages.\n \n \n \n\n\n \n Budig, M., Heckmann, O., Hudert, M., Ng, A. Q. B., Xuereb Conti, Z., & Lork, C. J. H.\n\n\n \n\n\n\n International Journal of Architectural Computing,1478077120947996. 2020.\n \n\n\n\n
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@article{budig2020computational,\r\n  title={Computational screening-LCA tools for early design stages},\r\n  author={Budig, Michael and Heckmann, Oliver and Hudert, Markus and Ng, Amanda Qi Boon and Xuereb Conti, Zack and Lork, Clement Jun Hao},\r\n  journal={International Journal of Architectural Computing},\r\n  pages={1478077120947996},\r\n  year={2020},\r\n  publisher={SAGE Publications Sage UK: London, England}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n USER-DRIVEN PARCELLATION OF HIGH-RISE UNITS FOR FUTURE URBAN HABITATION.\n \n \n \n\n\n \n HECKMANN, O., BUDIG, M., XUEREB CONTI, Z., CHENG, R. C. X., & TIAN, S. L. T.\n\n\n \n\n\n\n In International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), volume 1, pages 751–760, 2020. \n \n\n\n\n
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@inproceedings{heckmann2020user,\r\n  title={USER-DRIVEN PARCELLATION OF HIGH-RISE UNITS FOR FUTURE URBAN HABITATION},\r\n  author={HECKMANN, OLIVER and BUDIG, MICHAEL and XUEREB CONTI, ZACK and CHENG, RAY CHERN XI and TIAN, SKY LO TIAN},\r\n  booktitle={International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)},\r\n  volume={1},\r\n  pages={751--760},\r\n  year={2020}\r\n}\r\n\r\n
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\n  \n 2019\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Optimization of Clay Mould for Concrete Casting Using Design of Experiments.\n \n \n \n\n\n \n Wang, S., Xuereb Conti, Z., & Raspall, F.\n\n\n \n\n\n\n In CAADRIA Conference, volume 2, pages 283–292, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{wang2019optimization,\r\n  title={Optimization of Clay Mould for Concrete Casting Using Design of Experiments},\r\n  author={Wang, Sihan and Xuereb Conti, Zack and Raspall, Felix},\r\n  booktitle={CAADRIA Conference},\r\n  volume={2},\r\n  pages={283--292},\r\n  year={2019}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Bayesian Network Metamodels for Inference-driven design space exploration.\n \n \n \n\n\n \n Xuereb Conti, Z.\n\n\n \n\n\n\n Ph.D. Thesis, Singapore University of Technology and Design, 2019.\n \n\n\n\n
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@phdthesis{xuereb2019bayesian,\r\n  title={Bayesian Network Metamodels for Inference-driven design space exploration},\r\n  author={Xuereb Conti, Zack},\r\n  year={2019},\r\n  school={Singapore University of Technology and Design}\r\n}\r\n\r\n
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\n  \n 2018\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Enabling inference in performance-driven design exploration.\n \n \n \n\n\n \n Conti, Z. X., & Kaijima, S.\n\n\n \n\n\n\n In Humanizing Digital Reality, pages 177–188. Springer, Singapore, 2018.\n \n\n\n\n
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@incollection{conti2018enabling,\r\n  title={Enabling inference in performance-driven design exploration},\r\n  author={Conti, Zack Xuereb and Kaijima, Sawako},\r\n  booktitle={Humanizing Digital Reality},\r\n  pages={177--188},\r\n  year={2018},\r\n  publisher={Springer, Singapore}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Design processes of design automation practitioners.\n \n \n \n\n\n \n Anderson, D., Perez, K B., Xuereb, Z., Otto, K., & Wood, K.\n\n\n \n\n\n\n In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, volume 51845, pages V007T06A024, 2018. American Society of Mechanical Engineers\n \n\n\n\n
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@inproceedings{anderson2018design,\r\n  title={Design processes of design automation practitioners},\r\n  author={Anderson, David and Perez, K Blake and Xuereb, Zack and Otto, Kevin and Wood, Kris},\r\n  booktitle={International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},\r\n  volume={51845},\r\n  pages={V007T06A024},\r\n  year={2018},\r\n  organization={American Society of Mechanical Engineers}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n A Flexible Simulation Metamodel for Exploring Multiple Design Spaces.\n \n \n \n\n\n \n CONTI, Z. X., & KAIJIMA, S.\n\n\n \n\n\n\n . 2018.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{conti2018flexible,\r\n  title={A Flexible Simulation Metamodel for Exploring Multiple Design Spaces},\r\n  author={CONTI, Zack XUEREB and KAIJIMA, Sawako},\r\n  year={2018},\r\n  publisher={International Association for Shell and Spatial Structures (IASS) 2018, MIT~…}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n A Knowledge-oriented Approach to Performance-driven design Using Probabilistic Graphical Models.\n \n \n \n\n\n \n Conti, Z. X., & Kaijima, S.\n\n\n \n\n\n\n In Proceedings of IASS Annual Symposia, volume 2017, pages 1–10, 2017. International Association for Shell and Spatial Structures (IASS)\n \n\n\n\n
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@inproceedings{conti2017knowledge,\r\n  title={A Knowledge-oriented Approach to Performance-driven design Using Probabilistic Graphical Models},\r\n  author={Conti, Zack Xuereb and Kaijima, Sawako},\r\n  booktitle={Proceedings of IASS Annual Symposia},\r\n  volume={2017},\r\n  number={15},\r\n  pages={1--10},\r\n  year={2017},\r\n  organization={International Association for Shell and Spatial Structures (IASS)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Parametric Finite Element Contact Analysis and Optimization for Topologically Interlocking Joinery Using Design of Experiments.\n \n \n \n\n\n \n Kaijima, S., Xuereb Conti, Z., Sakhaei, A. H., & Dunn, M. L\n\n\n \n\n\n\n In Proceedings of IASS Annual Symposia, volume 2016, pages 1–10, 2016. International Association for Shell and Spatial Structures (IASS)\n \n\n\n\n
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@inproceedings{kaijima2016parametric,\r\n  title={Parametric Finite Element Contact Analysis and Optimization for Topologically Interlocking Joinery Using Design of Experiments},\r\n  author={Kaijima, Sawako and Xuereb Conti, Zack and Sakhaei, Amir Hosein and Dunn, Martin L},\r\n  booktitle={Proceedings of IASS Annual Symposia},\r\n  volume={2016},\r\n  number={8},\r\n  pages={1--10},\r\n  year={2016},\r\n  organization={International Association for Shell and Spatial Structures (IASS)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Integrating User-Defined Elements for Topologically Interlocking Joints and Application in Large Scale Structural Analysis.\n \n \n \n\n\n \n Sakhaei, A. H., Kaijima, S., Conti, Z. X., & Dunn, M. L\n\n\n \n\n\n\n In Proceedings of IASS Annual Symposia, volume 2016, pages 1–10, 2016. International Association for Shell and Spatial Structures (IASS)\n \n\n\n\n
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@inproceedings{sakhaei2016integrating,\r\n  title={Integrating User-Defined Elements for Topologically Interlocking Joints and Application in Large Scale Structural Analysis},\r\n  author={Sakhaei, Amir Hosein and Kaijima, Sawako and Conti, Zack Xuereb and Dunn, Martin L},\r\n  booktitle={Proceedings of IASS Annual Symposia},\r\n  volume={2016},\r\n  number={17},\r\n  pages={1--10},\r\n  year={2016},\r\n  organization={International Association for Shell and Spatial Structures (IASS)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n A Design Oriented Workflow to Prototype Functionally Graded Designs based on Solid Finite Element Analysis.\n \n \n \n\n\n \n Kaijima, S., Xuereb, Z., & Dunn, M. L\n\n\n \n\n\n\n In Proceedings of IASS Annual Symposia, volume 2016, pages 1–9, 2016. International Association for Shell and Spatial Structures (IASS)\n \n\n\n\n
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@inproceedings{kaijima2016design,\r\n  title={A Design Oriented Workflow to Prototype Functionally Graded Designs based on Solid Finite Element Analysis},\r\n  author={Kaijima, Sawako and Xuereb, Zack and Dunn, Martin L},\r\n  booktitle={Proceedings of IASS Annual Symposia},\r\n  volume={2016},\r\n  number={17},\r\n  pages={1--9},\r\n  year={2016},\r\n  organization={International Association for Shell and Spatial Structures (IASS)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Multi-objective Optimisation of Building Geometry for Energy Consumption and View Quality.\n \n \n \n\n\n \n Xuereb Conti, Z., Shepherd, P., & Richens, P.\n\n\n \n\n\n\n In eCAADe 2015, 2015. \n \n\n\n\n
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@inproceedings{xuereb2015multi,\r\n  title={Multi-objective Optimisation of Building Geometry for Energy Consumption and View Quality},\r\n  author={Xuereb Conti, Zack and Shepherd, Paul and Richens, Paul},\r\n  booktitle={eCAADe 2015},\r\n  year={2015}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Parametric Finite Element Contact Analysis for Topologically Interlocking Joinery.\n \n \n \n\n\n \n Kaijima, S., Conti, Z. X, & Dunn, M. L\n\n\n \n\n\n\n In Proceedings of IASS Annual Symposia, volume 2015, pages 1–12, 2015. International Association for Shell and Spatial Structures (IASS)\n \n\n\n\n
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@inproceedings{kaijima2015parametric,\r\n  title={Parametric Finite Element Contact Analysis for Topologically Interlocking Joinery},\r\n  author={Kaijima, Sawako and Conti, Zack X and Dunn, Martin L},\r\n  booktitle={Proceedings of IASS Annual Symposia},\r\n  volume={2015},\r\n  number={24},\r\n  pages={1--12},\r\n  year={2015},\r\n  organization={International Association for Shell and Spatial Structures (IASS)}\r\n}\r\n\r\n
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