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2025 (11)

State Dependent Optimization with Quantum Circuit Cutting. Li, X.; Liu, J.; Larson, J.; Xu, S.; Iyengar, S. S.; Hovland, P.; and Chaudhary, V. In IEEE International Workshop on Quantum Computing: Circuits Systems Automation and Applications, 2025.

State Dependent Optimization with Quantum Circuit Cutting [link]

Paper doi link bibtex

@inproceedings{Li2024,
  doi = {https://doi.org/10.48550/arXiv.2506.05722},
  url = {https://arxiv.org/abs/2506.05722},
  title = {State Dependent Optimization with Quantum Circuit Cutting},
  author = {Xinpeng Li and Ji Liu and Jeffrey Larson and Shuai Xu and Sundararaja Sitharama Iyengar and Paul Hovland and Vipin Chaudhary},
  year = {2025},
  booktitle = {IEEE International Workshop on Quantum Computing: Circuits Systems Automation and Applications},
}

Inverse Methods for Complex Systems under Uncertainty Pre-Workshop Report. Donatelli, J.; Jakeman, J.; Shields, M.; Gelb, A.; Herrmann, F.; Jantre, S.; Larson, J.; Mueller, J.; Oberai, A.; Petra, C.; Wohlberg, B.; and Zhang, G. 2025.

Inverse Methods for Complex Systems under Uncertainty Pre-Workshop Report [link]

Paper link bibtex

@misc{Donatelli2025,
  author = {Jeffrey Donatelli and John Jakeman and Michael Shields and Anne Gelb and Felix Herrmann and Sanket Jantre and Jeffrey Larson and Juliane Mueller and Assad Oberai and Cosmin Petra and Brendt Wohlberg and Guannan Zhang}, 
  institution = {U.S. Department of Energy Office of Science Advanced Scientific Computing Research Program},
  title = {Inverse Methods for Complex Systems under Uncertainty Pre-Workshop Report},
  year = {2025},
  url = {https://www.orau.gov/InverseMethods},
}

Switching Time Optimization for Binary Quantum Optimal Control. Fei, X.; Brady, L. T.; Larson, J.; Leyffer, S.; and Shen, S. ACM Transactions on Quantum Computing, 6(1): 1–38. 2025.
doi link bibtex

@article{Fei2023,
  doi = {10.1145/3670416},
  adoi = {10.48550/arXiv.2308.03132},
  author = {Xinyu Fei and Lucas T. Brady and Jeffrey Larson and Sven Leyffer and Siqian Shen},
  title = {Switching Time Optimization for Binary Quantum Optimal Control},
  year = {2025},
  journal = {ACM Transactions on Quantum Computing},
  volume={6},
  number={1},
  pages={1--38}
}

Binary Quantum Control Optimization with Uncertain Hamiltonians. Fei, X.; Brady, L. T.; Larson, J.; Leyffer, S.; and Shen, S. INFORMS Journal on Computing, 37(1): 86–106. 2025.
doi link bibtex

@article{Fei2024,
  doi = {10.1287/ijoc.2024.0560},
  adoi = {10.48550/arXiv.2401.10120},
  author = {Xinyu Fei and Lucas T. Brady and Jeffrey Larson and Sven Leyffer and Siqian Shen},
  title = {Binary Quantum Control Optimization with Uncertain {Hamiltonians}},
  year = {2025},
  journal = {INFORMS Journal on Computing},
  volume={37},
  number={1},
  pages={86--106}
}

A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms. Larson, J.; Menickelly, M.; and Shi, J. INFORMS Journal on Computing, 37(1): 63–85. 2025.
doi link bibtex

@article{Shi2024,
  adoi = {10.48550/arXiv.2401.10121},
  doi = {10.1287/ijoc.2024.0578},
  author = {Jeffrey Larson and Matt Menickelly and Jiahao Shi},
  title = {A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms},
  year = {2025},
  journal = {INFORMS Journal on Computing},
  volume={37},
  number={1},
  pages={63--85}
}

Certified randomness using a trapped-ion quantum processor. Liu, M.; Shaydulin, R.; Niroula, P.; DeCross, M.; Hung, S.; Kon, W. Y.; Cervero-Martín, E.; Chakraborty, K.; Amer, O.; Aaronson, S.; Acharya, A.; Alexeev, Y.; Berg, K. J.; Chakrabarti, S.; Curchod, F. J.; Dreiling, J. M.; Erickson, N.; Foltz, C.; Foss-Feig, M.; Hayes, D.; Humble, T. S.; Kumar, N.; Larson, J.; Lykov, D.; Mills, M.; Moses, S. A.; Neyenhuis, B.; Eloul, S.; Siegfried, P.; Walker, J.; Lim, C.; and Pistoia, M. Nature, 640(8058): 343–348. March 2025.

Certified randomness using a trapped-ion quantum processor [link]

Paper doi link bibtex

@article{Liu2024,
  doi = {10.1038/s41586-025-08737-1},
  adoi = {10.48550/arXiv.2503.20498},
  author={Liu, Minzhao and Shaydulin, Ruslan and Niroula, Pradeep and DeCross, Matthew and Hung, Shih-Han and Kon, Wen Yu and Cervero-Martín, Enrique and Chakraborty, Kaushik and Amer, Omar and Aaronson, Scott and Acharya, Atithi and Alexeev, Yuri and Berg, K. Jordan and Chakrabarti, Shouvanik and Curchod, Florian J. and Dreiling, Joan M. and Erickson, Neal and Foltz, Cameron and Foss-Feig, Michael and Hayes, David and Humble, Travis S. and Kumar, Niraj and Larson, Jeffrey and Lykov, Danylo and Mills, Michael and Moses, Steven A. and Neyenhuis, Brian and Eloul, Shaltiel and Siegfried, Peter and Walker, James and Lim, Charles and Pistoia, Marco},
  title={Certified randomness using a trapped-ion quantum processor},
  journal={Nature},
  volume={640},
  ISSN={1476-4687},
  url={http://dx.doi.org/10.1038/s41586-025-08737-1},
  number={8058},
  publisher={Springer Science and Business Media LLC},
  year={2025},
  month=mar,
  pages={343--348} 
}

Extreme-Scale EV Charging Infrastructure Planning for Last-Mile Delivery Using High-Performance Parallel Computing. Kaleem, W.; Cokyasar, T.; Larson, J.; Verbas, O.; Bhuiyan, T.; and Subramanyam, A. Under review. 2025.
doi link bibtex

@article{Kaleem2025,
  doi = {10.48550/arXiv.2502.05152},
  author = {Kaleem, Waquar and Cokyasar, Taner and Larson, Jeffrey and Verbas, Omer  and Bhuiyan, Tanveer and Subramanyam, Anirudh},
  title = {Extreme-Scale {EV} Charging Infrastructure Planning for Last-Mile Delivery Using High-Performance Parallel Computing},
  journal = {Under review},
  year = {2025},
}

Classical Preoptimization Approach for ADAPT-VQE: Maximizing the Potential of High-Performance Computing Resources to Improve Quantum Simulation of Chemical Applications. Mullinax, J. W.; Anastasiou, P. G.; Larson, J.; Economou, S. E.; and Tubman, N. M. Journal of Chemical Theory and Computation, 21(8): 4006–4015. 2025.
doi link bibtex

@article{Mullinax2024,
  doi = {10.1021/acs.jctc.5c00150},
  author = {J. Wayne Mullinax and Panagiotis G. Anastasiou and Jeffrey Larson and Sophia E. Economou and Norm M. Tubman},
  title = {Classical Preoptimization Approach for {ADAPT-{VQE}: Maximizing} the Potential of High-Performance Computing Resources to Improve Quantum Simulation of Chemical Applications},
  journal = {Journal of Chemical Theory and Computation},
  year = {2025},
  volume={21},
  number={8},
  publisher={American Chemical Society},
  pages={4006--4015}
}

Efficient Frequency Allocation for Superconducting Quantum Processors Using Improved Optimization Techniques. Zhang, Z.; Gokhale, P.; and Larson, J. Physical Review A, 111(1). 2025.
doi link bibtex

@article{Zhang2024,
  doi = {10.1103/PhysRevA.111.012619},
  adoi = {10.48550/arXiv.2410.20283},
  author = {Zewen Zhang and Pranav Gokhale and Jeffrey Larson},
  title = {Efficient Frequency Allocation for Superconducting Quantum Processors Using Improved Optimization Techniques},
  journal = {Physical Review A},
  year = {2025},
  volume={111},
  number={1},
}

Exploring Non-Multiplicativity in the Geometric Measure of Entanglement. Dilley, D.; Chang, J.; Larson, J.; and Chitambar, E. Under review. 2025.
doi link bibtex

@article{Dilley2025,
  doi = {10.48550/arXiv.2503.23247},
  author = {Daniel Dilley and Jerry Chang and Jeffrey Larson and Eric Chitambar},
  title = {Exploring Non-Multiplicativity in the Geometric Measure of Entanglement},
  journal = {Under review},
  year = {2025},
}

Evidence that the Quantum Approximate Optimization Algorithm Optimizes the Sherrington-Kirkpatrick Model Efficiently in the Average Case. Boulebnane, S.; Khan, A.; Liu, M.; Larson, J.; Shaydulin, R.; and Pistoia, M. Under review. 2025.
doi link bibtex

@article{Boulebnane2025,
  doi = {10.48550/arXiv.2505.07929},
  author = {Sami Boulebnane and Abid Khan and Minzhao Liu and Jeffrey Larson and Ruslan Shaydulin and Marco Pistoia},
  title = {Evidence that the Quantum Approximate Optimization Algorithm Optimizes the~{Sherrington}-{Kirkpatrick} Model Efficiently in the Average Case},
  journal = {Under review},
  year = {2025},
}

2024 (16)

Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. Shaydulin, R.; Li, C.; Chakrabarti, S.; Herman, D.; Kumar, N.; Larson, J.; Lykov, D.; Minssen, P.; Sun, Y.; Alexeev, Y.; DeCross, M.; Dreiling, J. M.; Gaebler, J. P.; Gatterman, T. M.; Gerber, J. A.; Gilmore, K.; Gresh, D.; Hewitt, N.; Horst, C. V.; Hu, S.; Johansen, J.; Matheny, M.; Mengle, T.; Mills, M.; Moses, S. A.; Neyenhuis, B.; Siegfried, P.; Yalovetzky, R.; and Pistoia, M. Science Advances, 10(22). 2024.

Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem [link]

Paper doi link bibtex

@article{Shaydulin2024,
  doi = {10.1126/sciadv.adm6761},
  adoi = {10.48550/arXiv.2308.02342},
  url = {https://arxiv.org/abs/2308.02342},
  author = {Ruslan Shaydulin and Changhao Li and Shouvanik Chakrabarti and Dylan Herman and Niraj Kumar and Jeffrey Larson and Danylo Lykov and Pierre Minssen and Yue Sun and Yuri Alexeev and Matthew DeCross and Joan M. Dreiling and John P. Gaebler and Thomas M. Gatterman and Justin A. Gerber and Kevin Gilmore and Dan Gresh and Nathan Hewitt and Chandler V. Horst and Shaohan Hu and Jacob Johansen and Mitchell Matheny and Tanner Mengle and Michael Mills and Steven A. Moses and Brian Neyenhuis and Peter Siegfried and Romina Yalovetzky and Marco Pistoia},
  title = {Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem},
  year = {2024},
  journal = {Science Advances},
  number = {22},
  volume = {10},
}

Challenges with Differentiable Quantum Dynamics. Narayanan, S. H. K.; Perlin, M.; Lewis-Swan, R.; Larson, J.; Menickelly, M.; Hückelheim, J.; and Hovland, P. In 8th International Conference on Algorithmic Differentiation, 2024.

Challenges with Differentiable Quantum Dynamics [link]

Paper doi link bibtex 2 downloads

@inproceedings{Narayanan2024,
  doi = {10.48550/arXiv.2406.06361},
  url = {https://arxiv.org/abs/2204.05852},
  author = {Sri Hari Krishna Narayanan and Michael Perlin and Robert Lewis-Swan and Jeffrey Larson and Matt Menickelly and Jan H\"uckelheim and Paul Hovland},
  title = {Challenges with Differentiable Quantum Dynamics},
  year = {2024},
  booktitle = {8th International Conference on Algorithmic Differentiation},
}

Structure-Aware Methods for Expensive Derivative-Free Nonsmooth Composite Optimization. Larson, J.; and Menickelly, M. Mathematical Programming Computation, 16: 1–36. 2024.

Structure-Aware Methods for Expensive Derivative-Free Nonsmooth Composite Optimization [link]

Paper doi link bibtex

@article{Larson2022,
  doi = {10.1007/s12532-023-00245-5},
  adoi = {10.48550/arXiv.2207.08264},
  url = {https://arxiv.org/abs/2207.08264},
  author = {Jeffrey Larson and Matt Menickelly},
  title = {Structure-Aware Methods for Expensive Derivative-Free Nonsmooth Composite Optimization},
  year = {2024},
  journal = {Mathematical Programming Computation},
  volume = {16},
  pages = {1--36},
}

Energy Efficient Algorithms for Nonlinear Optimization. Kim, K.; Larson, J.; Leyffer, S.; and Menickelly, M. Energy-Efficient Computing for Science Workshop Position Paper. 2024.

Energy Efficient Algorithms for Nonlinear Optimization [link]

Paper link bibtex

@article{Menickelly2024,
  title = {Energy Efficient Algorithms for Nonlinear Optimization},
  author = {Kibaek Kim and Jeffrey Larson and Sven Leyffer and Matt Menickelly},
  journal = {Energy-Efficient Computing for Science Workshop Position Paper},
  url = {https://web.cvent.com/event/a3dd901a-699e-408c-8a84-81445e6ea64f/websitePage:7ca73c73-b623-4372-82b1-ce52d597b054},
  year = {2024},
}

Multistart Algorithm for Identifying All Optima of Nonconvex Stochastic Functions. Jaiswal, P.; and Larson, J. Optimization Letters, 18(6): 1335–1360. 2024.

Multistart Algorithm for Identifying All Optima of Nonconvex Stochastic Functions [link]

Paper doi link bibtex

@article{Jaiswal2021,
  doi = {10.1007/s11590-024-02114-z},
  adoi = {10.48550/arXiv.2108.13504},
  url         = {https://arxiv.org/abs/2108.13504},
  author      = {Prateek Jaiswal and Jeffrey Larson},
  title       = {Multistart Algorithm for Identifying All Optima of Nonconvex Stochastic Functions},
  year        = {2024},
  journal     = {Optimization Letters},
  volume={18},
  number={6},
  pages={1335--1360}, 
}

Interpolation-Based Composite Derivative-Free Optimization. Larson, J.; Menickelly, M.; O'Neal, J. P.; and Wild, S. M. 2024.

Interpolation-Based Composite Derivative-Free Optimization [link]

Paper link bibtex 1 download

@misc{ibcdfo,
  author      = {Jeffrey Larson and Matt Menickelly and Jared P. O'Neal and Stefan M. Wild},
  title       = {Interpolation-Based Composite Derivative-Free Optimization},
  url        = {https://github.com/POptUS/IBCDFO},
  year        = {2024}
}

libEnsemble. Hudson, S.; Larson, J.; Wild, S. M.; Bindel, D.; and Navarro, J. 2024.

Paper link bibtex

@misc{libE,
  author      = {Stephen Hudson and Jeffrey Larson and Stefan M. Wild and David Bindel and John-Luke Navarro},
  title       = {{libEnsemble}},
  url         = {https://github.com/Libensemble/libEnsemble},
  year        = {2024}
}

An Empirical Quantile Estimation Approach to Nonlinear Optimization Problems with Chance Constraints. Luo, F.; and Larson, J. Journal of Optimization Theory and Applications, 203: 767–809. October 2024.

An Empirical Quantile Estimation Approach to Nonlinear Optimization Problems with Chance Constraints [link]

Paper doi link bibtex

@article{Luo2022,
  doi = {10.1007/s10957-024-02532-0},
  url = {https://arxiv.org/abs/2211.00675},
  author = {Fengqiao Luo and Jeffrey Larson},
  title = {An Empirical Quantile Estimation Approach to Nonlinear Optimization Problems with Chance Constraints},
  year = {2024},
  pages={767--809},
  journal = {Journal of Optimization Theory and Applications},
  volume={203},
  publisher={Springer Science and Business Media LLC},
  month=oct,
}

Electric Vehicle Supply Equipment Location and Capacity Allocation for Fixed-Route Networks. Davatgari, A.; Cokyasar, T.; Larson, J.; and Mohammadian, A. European Journal of Operational Research, 317(3): 953–966. 2024.

Electric Vehicle Supply Equipment Location and Capacity Allocation for Fixed-Route Networks [link]

Paper doi link bibtex

@article{Davatgari2023,
  doi = {10.1016/j.ejor.2024.04.022},
  url = {https://arxiv.org/abs/2305.00806},
  author = {Amir Davatgari and Taner Cokyasar and Jeffrey Larson and Abolfazl Mohammadian},
  title = {Electric Vehicle Supply Equipment Location and Capacity Allocation for Fixed-Route Networks},
  Year = {2024},
  journal = {European Journal of Operational Research},
  volume={317},
  number={3},
  pages={953--966}
}

Integrating ytopt and libEnsemble to Autotune OpenMC. Wu, X.; Tramm, J.; Larson, J.; Navarro, J.; Balaprakash, P.; Videau, B.; Kruse, M.; Hovland, P.; Taylor, V.; and Hall, M. International Journal of High Performance Computing Applications, 39(1): 79–103. 2024.
doi link bibtex

@article{Xingfu2024,
  doi = {10.1177/10943420241286476},
  adoi = {10.48550/arXiv.2402.09222},
  author = {Wu, Xingfu and Tramm, John and Larson, Jeffrey and Navarro, John-Luke and Balaprakash, Prasanna  and Videau, Brice and Kruse, Michael and Hovland, Paul and Taylor, Valerie  and Hall, Mary},
  title = {Integrating ytopt and {libEnsemble} to Autotune {OpenMC}},
  year = {2024},
  publisher={SAGE Publications},
  journal = {International Journal of High Performance Computing Applications},
  pages={79--103},
  volume={39},
  number={1},
}

Portable, heterogeneous ensemble workflows at scale using libEnsemble. Hudson, S.; Larson, J.; Navarro, J.; and Wild, S. M. International Journal of High Performance Computing Applications, 39(1): 177–192. 2024.
doi link bibtex

@article{Hudson2024,
  doi = {10.1177/10943420241298297},
  adoi = {10.48550/arXiv.2403.03709},
  author = {Stephen Hudson and Jeffrey Larson and John-Luke Navarro and Stefan M. Wild},
  title = {Portable, heterogeneous ensemble workflows at scale using {libEnsemble}},
  publisher={SAGE Publications},
  year = {2024},
  journal = {International Journal of High Performance Computing Applications},
  volume={39},
  number={1},
  pages={177--192}, 
}

Report of the SIAM Quantum Intersections Convening Integrating Mathematical Scientists into Quantum Research. Fang, D.; Horesh, L.; Hyde, D.; Imperatrice, A.; Larson, J.; Mohammed, B.; Nannicini, G.; Pothen, A.; and Weekes, S. 2024.

Report of the SIAM Quantum Intersections Convening Integrating Mathematical Scientists into Quantum Research [pdf]

Paper doi link bibtex

@book{SIAMReport2025,
  doi = {10.1137/25M1741017},
  author = {Di Fang and Lior Horesh and David Hyde and Annie Imperatrice and Jeffrey Larson and Bashir Mohammed and Giacomo Nannicini and Alex Pothen and Suzanne Weekes},
  title = {Report of the SIAM Quantum Intersections Convening Integrating Mathematical Scientists into Quantum Research},
  year = {2024},
  url = {https://siam-web.useast01.umbraco.io/media/orydkrzd/quantum-convening-report-final-1.pdf},
}

Variational quantum state preparation for quantum-enhanced metrology in noisy systems. Zuñiga Castro, J. C.; Larson, J.; Narayanan, S. H. K.; Colussi, V. E.; Perlin, M. A.; and Lewis-Swan, R. J. Physical Review A, 110(5). 2024.
doi link bibtex

@article{Zuniga2024,
  volume={110},
  ISSN={2469-9934},
  number={5},
  journal={Physical Review A},
  publisher={American Physical Society (APS)},
  doi = {10.1103/PhysRevA.110.052615},
  adoi = {10.48550/arXiv.2406.01859},
  author = {Juan C. {Zu\~{n}iga Castro} and Jeffrey Larson and Sri Hari Krishna Narayanan and Victor E. Colussi and Michael A. Perlin and Robert J. Lewis-Swan},
  title = {Variational quantum state preparation for quantum-enhanced metrology in noisy systems},
  year = {2024},
}

QFI-Opt. Colussi, V.; Larson, J.; Lewis-Swan, R.; Narayanan, S.; Perlin, M.; and Zuñiga Castro, J. 2024.

Paper link bibtex

@misc{qfiopt,
  author      = {Colussi, V.~E. and Larson, J. and Lewis-Swan, R.~J. and Narayanan, S.~H.~K. and Perlin, M.~A. and Zu\~{n}iga Castro, J.~C.},
  title       = {{QFI-Opt}},
  url        = {https://github.com/jmlarson1/QFI-Opt},
  year        = {2024}
}

End-to-End Protocol for High-Quality QAOA Parameters with Few Shots. Hao, T.; He, Z.; Shaydulin, R.; Larson, J.; and Pistoia, M. Under review. 2024.
doi link bibtex

@article{Hao2024,
  doi = {10.48550/arXiv.2408.00557},
  author = {Tianyi Hao and Zichang He and Ruslan Shaydulin and Jeffrey Larson and Marco Pistoia},
  title = {End-to-End Protocol for High-Quality {QAOA} Parameters with Few Shots},
  year = {2024},
  journal = {Under review},
}

Cultivating an AI-Ready Scientific Workforce through Partnerships for FASST. Leung, M. A.; McInnes, L. C.; Martin, D.; Parete-Koon, S.; Almgren, A.; Bernholdt, D. E.; Cerny, B.; Dubey, A.; Godoy, W.; Gonsiorowski, E.; Halappanavar, M.; Hartman-Baker, R.; Heroux, M.; Ward Hood, D.; Jones, T.; Kinsley, P.; Larson, J.; Miller, M. C.; Munson, T.; Newton, O.; Palmer, E.; Raybourn, E. M.; Rouson, D.; Shende, S.; Teranishi, K.; Turilli, M.; Turton, T.; Woodward, C.; and Yang, U. RFI on Frontiers in AI for Science, Security, and Technology (FASST) Initiative. 2024.
doi link bibtex

@article{Leung2024,
  doi = {10.6084/M9.FIGSHARE.27674973},
  author = {Leung, Mary Ann and McInnes, Lois Curfman and Martin, Daniel and Parete-Koon, Suzanne and Almgren, Ann and Bernholdt, David E. and Cerny, Beth and Dubey, Anshu and Godoy, William and Gonsiorowski, Elsa and Halappanavar, Mahantesh and Hartman-Baker, Rebecca and Heroux, Michael and Ward Hood, Denice and Jones, Terry and Kinsley, Paige and Larson, Jeffrey and Miller, Mark C. and Munson, Todd and Newton, Olivia and Palmer, Erik and Raybourn, Elaine M. and Rouson, Damian and Shende, Sameer and Teranishi, Keita and Turilli, Matteo and Turton, Terece and Woodward, Carol and Yang, Ulrike},
  title = {Cultivating an {AI}-Ready Scientific Workforce through Partnerships for {FASST}},
  journal = {RFI on Frontiers in AI for Science, Security, and Technology (FASST) Initiative},
  year = {2024},
}

2023 (17)

Inferring Quantum Network Topology using Local Measurements. Chen, D. T.; Doolittle, B.; Larson, J.; Saleem, Z. H.; and Chitambar, E. PRX Quantum, 4: 040347. 2023.

Inferring Quantum Network Topology using Local Measurements [link]

Paper doi link bibtex

@article{Chen2022,
  doi = {10.1103/prxquantum.4.040347},
  url = {https://arxiv.org/abs/2212.07987},
  author = {Daniel T. Chen and Brian Doolittle and Jeffrey Larson and Zain H. Saleem and Eric Chitambar},
  title = {Inferring Quantum Network Topology using Local Measurements},
  year = {2023},
  journal = {PRX Quantum},
  volume={4},
  pages = {040347},
}

Bayesian optimization of laser-plasma accelerators assisted by reduced physical models. Ferran Pousa, A.; Jalas, S.; Kirchen, M.; Martinez de la Ossa, A.; Thévenet, M.; Hudson, S.; Larson, J.; Huebl, A.; Vay, J.; and Lehe, R. Physical Review Accelerators and Beams, 26(8): 084601. 2023.

Bayesian optimization of laser-plasma accelerators assisted by reduced physical models [link]

Paper doi link bibtex

@article{FerranPousa2022a,
  doi = {10.1103/PhysRevAccelBeams.26.084601},
  url = {https://arxiv.org/abs/2212.12551},
  author = {A. {Ferran Pousa} and S. Jalas and M. Kirchen and A. {Martinez de
    la Ossa} and M. Th\'{e}venet and S. Hudson and J. Larson and A. Huebl and
      J.-L. Vay and R. Lehe},
  title = {{Bayesian} optimization of laser-plasma accelerators assisted by reduced physical models},
  year = {2023},
  journal = {Physical Review Accelerators and Beams},
  volume = {26},
  number = {8},
  pages = {084601},
}

Binary Control Pulse Optimization for Quantum Systems. Fei, X.; Brady, L. T.; Larson, J.; Leyffer, S.; and Shen, S. Quantum, 7: 892. 2023.

Binary Control Pulse Optimization for Quantum Systems [link]

Paper doi link bibtex 1 download

@article{Fei2022,
  doi = {10.22331/q-2023-01-04-892},
  url = {https://arxiv.org/abs/2204.05773},
  author = {Xinyu Fei and Lucas T. Brady and Jeffrey Larson and Sven Leyffer and Siqian Shen},
  title = {Binary Control Pulse Optimization for Quantum Systems},
  year = {2023},
  volume = {7},
  pages = {892},
  journal = {Quantum},
}

Large-Scale Dynamic Ridesharing with Iterative Assignment. Vakayil, A.; de Souza, F.; Cokyasar, T.; Gurumurthy, K. M.; and Larson, J. . 2023.
doi link bibtex

@article{Vakayil2023,
  doi = {10.48550/arXiv.2311.06160},
  author = {Akhil Vakayil and Felipe de Souza and Taner Cokyasar and Krishna Murthy Gurumurthy and Jeffrey Larson},
  title = {Large-Scale Dynamic Ridesharing with Iterative Assignment},
  year = {2023},
}

Basic Research Needs in Quantum Computing and Communications Pre-Workshop Report. Broz, J.; Byrd, M.; Chembo, Y.; de Jong, W. A.; Figueroa, E.; Humble, T.; Larson, J.; Lougovski, P.; Parekh, O.; Quiroz, G.; and Svore, K. 2023.

Basic Research Needs in Quantum Computing and Communications Pre-Workshop Report [link]

Paper link bibtex

@misc{Broz2023,
  author = {Joe Broz and Mark Byrd and Yanne Chembo and Wibe A. de Jong and Eden Figueroa and Travis Humble and Jeffrey Larson and Pavel Lougovski and Ojas Parekh and Gregory Quiroz and Krysta Svore},
  googleauthors = {Joe Broz and Mark Byrd and Yanne Chembo and Wibe A de Jong and Eden Figueroa and Travis Humble and Jeffrey Larson and Ojas Parekh},
  institution = {U.S. Department of Energy Office of Science Advanced Scientific Computing Research Program},
  title = {Basic Research Needs in Quantum Computing and Communications Pre-Workshop Report},
  year = {2023},
  url = {https://www.orau.gov/ASCR-BRN-Quantum},
}

Leveraging national laboratories to increase Black representation in STEM: Recommendations within the Department of Energy. Hampton-Marcell, J.; Bryson, T.; Larson, J.; Childers, T.; Pasero, S.; Watkins, C.; Reed, T.; Flucas-Payton, D.; and Papka, M. International Journal of STEM Education, 10(1). 2023.
doi link bibtex

@article{Bryson2022,
  doi = {10.1186/s40594-022-00394-4},
  title = {Leveraging national laboratories to increase {Black} representation in {STEM: R}ecommendations within the {D}epartment of {E}nergy},
  author = {Jarrad Hampton-Marcell and Tasia Bryson and Jeffrey Larson and Taylor Childers and Spencer Pasero and Cortez Watkins and Thomas Reed and Dorletta Flucas-Payton and Michael Papka},
  year = {2023},
  volume = {10},
  number = {1},
  journal = {International Journal of STEM Education},
}

Comparison of Multiobjective Optimization Methods for the LCLS-II Photoinjector. Neveu, N.; Chang, T. H.; Franz, P.; Hudson, S.; and Larson, J. Computer Physics Communications, 283: 108566. oct 2023.
doi link bibtex

@article{Neveu2022,
  doi = {10.1016/j.cpc.2022.108566},
  month = {oct},
  volume = {283},
  pages = {108566},
  year = {2023},
  publisher = {Elsevier {BV}},
  author = {Nicole Neveu and Tyler H. Chang and Paris Franz and Stephen Hudson and Jeffrey Larson},
  title = {Comparison of Multiobjective Optimization Methods for the {LCLS}-{II} Photoinjector},
  journal = {Computer Physics Communications}
}

Parameter Transfer for Quantum Approximate Optimization of Weighted MaxCut. Shaydulin, R.; Lotshaw, P. C.; Larson, J.; Ostrowski, J.; and Humble, T. S. ACM Transactions on Quantum Computing, 4(3): 1–15. 2023.

Parameter Transfer for Quantum Approximate Optimization of Weighted MaxCut [link]

Paper doi link bibtex

@article{Shaydulin2022,
  doi = {10.1145/3584706},
  author = {Ruslan Shaydulin and Phillip C. Lotshaw and Jeffrey Larson and James Ostrowski and Travis S. Humble},
  title = {Parameter Transfer for Quantum Approximate Optimization of Weighted {MaxCut}},
  year = {2023},
  volume = {4},
  number = {3},
  pages = {1--15},
  url = {https://arxiv.org/abs/2201.11785},
  journal = {ACM Transactions on Quantum Computing},
}

Modeling Approaches for Addressing Simple Unrelaxable Constraints with Unconstrained Optimization Methods. Larson, J.; Padidar, M.; and Wild, S. M. Optimization Letters, 17(3): 561–589. 2023.

Modeling Approaches for Addressing Simple Unrelaxable Constraints with Unconstrained Optimization Methods [link]

Paper doi link bibtex

@article{Padidar2022,
  doi = {10.1007/s11590-022-01950-1},
  author = {Jeffrey Larson and Misha Padidar and Stefan M. Wild},
  title = {Modeling Approaches for Addressing Simple Unrelaxable Constraints with Unconstrained Optimization Methods}, 
  year = {2023},
  url = {https://arxiv.org/abs/2205.09627},
  journal = {Optimization Letters},
  volume = {17},
  number = {3},
  pages = {561--589},
}

Derivative-free optimization of a rapid-cycling synchrotron. Eldred, J. S.; Larson, J.; Padidar, M.; Stern, E.; and Wild, S. M. Optimization and Engineering, 24(2): 1289–1319. 2023.

Derivative-free optimization of a rapid-cycling synchrotron [link]

Paper doi link bibtex

@article{Eldred2021,
  author = {Jeffrey S. Eldred and Jeffrey Larson and Misha Padidar and Eric Stern and Stefan M. Wild},
  title = {Derivative-free optimization of a rapid-cycling synchrotron},
  year = {2023},
  volume = {24},
  number = {2},
  pages = {1289--1319},
  url = {https://arxiv.org/abs/2108.04774},
  journal = {Optimization and Engineering},
  publisher = {Springer Science and Business Media {LLC}},
  doi = {10.1007/s11081-022-09733-4},
}

QContext: Context-Aware Decomposition for Quantum Gates. Liu, J.; Bowman, M.; Gokhale, P.; Dangwal, S.; Larson, J.; Chong, F. T.; and Hovland, P. D. In Proceedings of the IEEE International Symposium on Circuits and Systems, 2023.

QContext: Context-Aware Decomposition for Quantum Gates [link]

Paper doi link bibtex

@inproceedings{Liu2022,
  doi = {10.1109/ISCAS46773.2023.10181370},
  url = {http://arxiv.org/abs/2302.02003},
  author      = {Ji Liu and Max Bowman and Pranav Gokhale and Siddharth Dangwal and Jeffrey Larson and Frederic T. Chong and Paul D. Hovland},
  title       = {{QContext: C}ontext-Aware Decomposition for Quantum Gates},
  year        = {2023},
  booktitle    = {Proceedings of the IEEE International Symposium on Circuits and Systems},
}

Hardware-Conscious Optimization of the Quantum Toffoli Gate. Bowman, M. A.; Gokhale, P.; Larson, J.; Liu, J.; and Suchara, M. ACM Transactions on Quantum Computing, 4(4): 1–19. 2023.

Hardware-Conscious Optimization of the Quantum Toffoli Gate [link]

Paper doi link bibtex

@article{Bowman2022b,
  doi = {10.1145/3609229},
  url         = {http://arxiv.org/abs/2209.02669},
  author      = {Max Aksel Bowman and Pranav Gokhale and Jeffrey Larson and Ji Liu and Martin Suchara},
  title       = {Hardware-Conscious Optimization of the Quantum {Toffoli} Gate},
  year        = {2023},
  publisher = {Association for Computing Machinery ({ACM})},
  volume = {4},
  number = {4},
  pages = {1--19},
  journal = {{ACM} Transactions on Quantum Computing}
}

Time-Constrained Capacitated Vehicle Routing Problem in Urban E-Commerce Delivery. Cokyasar, T.; Subramanyam, A.; Larson, J.; Stinson, M.; and Sahin, O. Transportation Research Record: Journal of the Transportation Research Board, 2677(2): 190–203. oct 2023.
doi link bibtex 32 downloads

@article{Cokyasar2022,
  doi = {10.1177/03611981221124592},
  author = {Taner Cokyasar and Anirudh Subramanyam and Jeffrey Larson and Monique Stinson and Olcay Sahin},
  title = {Time-Constrained Capacitated Vehicle Routing Problem in Urban E-Commerce Delivery},
  year = 2023,
  month = {oct},
  publisher = {{SAGE} Publications},
  volume = {2677},
  number = {2},
  pages = {190--203},
  journal = {Transportation Research Record: Journal of the Transportation Research Board}
}

libEnsemble: A complete Python toolkit for dynamic ensembles of calculations. Hudson, S.; Larson, J.; Navarro, J.; and Wild, S. M. Journal of Open Source Software, 8(92): 6031. 2023.

libEnsemble: A complete Python toolkit for dynamic ensembles of calculations [link]

Paper doi link bibtex

@article{Hudson2023, 
  doi = {10.21105/joss.06031}, 
  url = {https://doi.org/10.21105/joss.06031},
  year = {2023},
  publisher = {The Open Journal},
  volume = {8}, 
  number = {92},
  pages = {6031},
  author = {Stephen Hudson and Jeffrey Larson and John-Luke Navarro and Stefan M. Wild},
  title = {{libEnsemble: A} complete {Python} toolkit for dynamic ensembles of calculations},
  journal = {Journal of Open Source Software}
}

LEAP: Scaling Numerical Optimization Based Synthesis Using an Incremental Approach. Smith, E.; Davis, M. G.; Larson, J.; Younis, E.; Lavrijsen, W.; and Iancu, C. ACM Transactions on Quantum Computing, 4(1). 2023.

LEAP: Scaling Numerical Optimization Based Synthesis Using an Incremental Approach [link]

Paper doi link bibtex

@article{Smith2021,
  doi = {10.1145/3548693},
  author = {Ethan Smith and Marc G. Davis and Jeffrey Larson and Ed Younis and Wim Lavrijsen and Costin Iancu},
  title = {{LEAP: Scaling} Numerical Optimization Based Synthesis Using an Incremental Approach},
  year = {2023},
  url = {http://arxiv.org/abs/2106.11246},
  journal = {ACM Transactions on Quantum Computing},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {4},
  number = {1},
}

Optimization of transformer ratio and beam loading in plasma wakefield accelerator with a structure-exploiting algorithm. Su, Q.; Larson, J.; Dalichaouch, T.; Li, F.; An, W.; Hildebrand, L.; Zhao, Y.; Decyk, V.; Alves, E. P.; Wild, S.; and Mori, W. Physics of Plasmas, 30(5). 2023.

Paper doi link bibtex

@article{Su2023,
  doi = {10.1063/5.0142940},
  volume = {30},
  number = {5},
  url = {https://arxiv.org/abs/2301.09697},
  author = {Qianqian Su and Jeffrey Larson and Thamine Dalichaouch and Fei Li
    and Weiming An and Lance Hildebrand and Yujian Zhao and Viktor Decyk and E.
      Paulo Alves and Stefan Wild and Warren Mori},
  title = {Optimization of transformer ratio and beam loading in plasma wakefield accelerator with a structure-exploiting algorithm},
  year = {2023},
  journal = {Physics of Plasmas},
}

Report for the ASCR Workshop on Basic Research Needs in Quantum Computing and Networking. Lougovski, P.; Parekh, O.; Broz, J.; Byrd, M.; Chapman, J. C.; Chembo, Y.; de Jong, W. A.; Figueroa, E.; Humble, T. S.; Larson, J.; Quiroz, G.; Ravi, G.; Shammah, N.; Svore, K. M.; Wu, W.; and Zeng, W. J. 2023.

Report for the ASCR Workshop on Basic Research Needs in Quantum Computing and Networking [link]

Paper doi link bibtex

@misc{Lougovski2023,
  author = {Lougovski, Pavel and Parekh, Ojas and Broz, Joe and Byrd, Mark and Chapman, Joseph C. and Chembo, Yanne and de Jong, Wibe A. and Figueroa, Eden and Humble, Travis S. and Larson, Jeffrey and Quiroz, Gregory and Ravi, Gokul and Shammah, Nathan and Svore, Krysta M. and Wu, Wenji and Zeng, William J.},
  institution={Office of Scientific and Technical Information},
  DOI={10.2172/2001045},
  title = {Report for the ASCR Workshop on Basic Research Needs in Quantum Computing and Networking},
  year = {2023},
  url = {https://www.orau.gov/ASCR-BRN-Quantum},
}

2022 (13)

Characterizing Error Mitigation by Symmetry Verification in QAOA. Kakkar, A.; Larson, J.; Galda, A.; and Shaydulin, R. In IEEE International Conference on Quantum Computing and Engineering, 2022.

Characterizing Error Mitigation by Symmetry Verification in QAOA [link]

Paper doi link bibtex

@inproceedings{Kakkar2022,
  doi = {10.1109/qce53715.2022.00086},
  url = {https://arxiv.org/abs/2204.05852},
  author = {Ashish Kakkar and Jeffrey Larson and Alexey Galda and Ruslan Shaydulin},
  title = {Characterizing Error Mitigation by Symmetry Verification in {QAOA}},
  year = {2022},
  booktitle = {IEEE International Conference on Quantum Computing and Engineering},
}

Optimizing frequency allocation for fixed-frequency superconducting quantum processors. Morvan, A.; Chen, L.; Larson, J.; Santiago, D. I.; and Siddiqi, I. Physical Review Research, 4(2). 2022.

Optimizing frequency allocation for fixed-frequency superconducting quantum processors [link]

Paper doi link bibtex

@article{Morvan2021,
  author = {Alexis Morvan and Larry Chen and Jeffrey Larson and David I. Santiago and Irfan Siddiqi},
  title = {Optimizing frequency allocation for fixed-frequency superconducting quantum processors},
  Year = {2022},
  url = {https://arxiv.org/abs/2112.01634},
  doi = {10.1103/PhysRevResearch.4.023079},
  volume = {4},
  number = {2},
  journal = {Physical Review Research},
}

Lookahead Acquisition Functions for Finite-Horizon Time-Dependent Bayesian Optimization and Application to Quantum Optimal Control. Renganathan, A.; Larson, J.; and Wild, S. M. In 2022.

Lookahead Acquisition Functions for Finite-Horizon Time-Dependent Bayesian Optimization and Application to Quantum Optimal Control [link]

Paper doi link bibtex

@inproceedings{Renganathan2021,
  doi = {10.48550/arXiv.2105.09824},
  url = {https://arxiv.org/abs/2105.09824},
  author = {Renganathan, Ashwin and Larson, Jeffrey and Wild, Stefan M.},
  title = {Lookahead Acquisition Functions for Finite-Horizon Time-Dependent {Bayesian} Optimization and Application to Quantum Optimal Control},
  Year = {2022},
}

Multitask optimization of laser-plasma accelerators using simulation codes with different fidelities. Ferran Pousa, A.; Jalas, S.; Kirchen, M.; Martinez de la Ossa, A.; Thévenet, M.; Hudson, S.; Larson, J.; Huebl, A.; Vay, J.; and Lehe, R. In Proceedings of the 13th International Particle Accelerator Conference, 2022.
doi link bibtex

@inproceedings{FerranPousa2022,
  doi = {10.18429/JACoW-IPAC2022-WEPOST030},
  author       = {A. {Ferran Pousa} and S. Jalas and M. Kirchen and A. {Martinez de
    la Ossa} and M. Th\'{e}venet and S. Hudson and J. Larson and A. Huebl and
      J.-L. Vay and R. Lehe},
  title = {Multitask optimization of laser-plasma accelerators using simulation codes with different fidelities},
  year         = {2022},
  booktitle    = {Proceedings of the 13th International Particle Accelerator Conference},
}

Joint Routing of Conventional and Range-Extended Electric Vehicles in a Large Metropolitan Network. Subramanyam, A.; Cokyasar, T.; Larson, J.; and Stinson, M. Transportation Research Part C: Emerging Technologies, 144: 103830. 2022.

Joint Routing of Conventional and Range-Extended Electric Vehicles in a Large Metropolitan Network [link]

Paper doi link bibtex 15 downloads

@article{Subramanyam2022,
  doi = {10.1016/j.trc.2022.103830},
  author      = {Anirudh Subramanyam and Taner Cokyasar and Jeffrey Larson and Monique Stinson},
  title       = {Joint Routing of Conventional and Range-Extended Electric Vehicles in a Large Metropolitan Network},
  year        = {2022},
  url         = {https://arxiv.org/abs/2112.12769},
  journal     = {Transportation Research Part C: Emerging Technologies},
  volume = {144},
  pages = {103830},
}

Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems. Chang, T. H.; Watson, L. T.; Larson, J.; Neveu, N.; Thacker, W. I.; Deshpande, S.; and Lux, T. C. H. ACM Transactions on Mathematical Software, 48(3): 1–34. 2022.
doi link bibtex

@article{Chang2020b,
  doi = {10.1145/3529258},
  volume = {48},
  number = {3},
  pages = {1--34},
  author = {Tyler H. Chang and Layne T. Watson and Jeffrey Larson and Nicole Neveu and William I. Thacker and Shubhangi Deshpande and Thomas C. H. Lux},
  title = {Algorithm 1028: {VTMOP: S}olver for Blackbox Multiobjective Optimization Problems},
  year        = {2022},
  journal     = {{ACM} Transactions on Mathematical Software},
}

libEnsemble Users Manual. Hudson, S.; Larson, J.; Wild, S. M.; Bindel, D.; and Navarro, J. Technical Report Argonne National Laboratory, 2022.

Paper link bibtex

@techreport{libEnsembleManual,
  author      = {Stephen Hudson and Jeffrey Larson and Stefan M. Wild and David Bindel and John-Luke Navarro},
  title       = {{libEnsemble} Users Manual},
  institution = {Argonne National Laboratory},
  version      = {0.9.2},
  year        = {2022},
  url         = {https://buildmedia.readthedocs.org/media/pdf/libensemble/latest/libensemble.pdf}
}

Sequential Linearization Method for Bound-Constrained Mathematical Programs with Complementarity Constraints. Kirches, C.; Larson, J.; Leyffer, S.; and Manns, P. SIAM Journal on Optimization, 32(1): 75–99. 2022.

Sequential Linearization Method for Bound-Constrained Mathematical Programs with Complementarity Constraints [link]

Paper doi link bibtex

@article{Manns2020,
  doi = {10.1137/20m1370501},
  url = {https://doi.org/10.1137/20m1370501},
  author    = {Christian Kirches and Jeffrey Larson and Sven Leyffer and Paul Manns},
  title     = {Sequential Linearization Method for Bound-Constrained Mathematical Programs with Complementarity Constraints},
  year      = {2022},
  volume = {32},
  number = {1},
  pages = {75--99},
  url       = {https://arxiv.org/abs/2009.14047},
  journal   = {SIAM Journal on Optimization},
}

A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation. Luo, F.; and Larson, J. Operations Research, 70(4): 2477–2495. 2022.

A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: Algorithms, Valid Inequalities and Computation [link]

Paper doi link bibtex

@article{Luo2020,
  doi       = {10.1287/opre.2021.2126},
  url       = {https://doi.org/10.1287/opre.2021.2126},
  author    = {Fengqiao Luo and Jeffrey Larson},
  title     = {A Repeated Route-then-Schedule Approach to Coordinated Vehicle Platooning: {Algorithms}, Valid Inequalities and Computation},
  url       = {https://arxiv.org/abs/2004.13758},
  year = 2022,
  publisher = {Institute for Operations Research and the Management Sciences ({INFORMS})},
  volume = {70},
  number = {4},
  pages = {2477--2495},
  journal   = {Operations Research},
}

Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization. Hao, T.; Shaydulin, R.; Pistoia, M.; and Larson, J. In Third International Workshop on Quantum Computing Software (held in conjunction with SC22), 2022.

Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization [link]

Paper doi link bibtex

@inproceedings{Hao2022,
  doi = {10.1109/qcs56647.2022.00017},
  url = {https://arxiv.org/abs/2211.07016},
  author = {Tianyi Hao and Ruslan Shaydulin and Marco Pistoia and Jeffrey Larson},
  booktitle = {Third International Workshop on Quantum Computing Software (held in conjunction with SC22)},
  title = {Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization},
  year = {2022},
}

Multiangle QAOA Does Not Always Need All Its Angles. Shi, K.; Herrman, R.; Shaydulin, R.; Chakrabarti, S.; Pistoia, M.; and Larson, J. In IEEE/ACM Symposium on Edge Computing, 2022. IEEE

Multiangle QAOA Does Not Always Need All Its Angles [link]

Paper doi link bibtex

@inproceedings{Shi2022,
  doi = {10.1109/sec54971.2022.00062},
  url = {https://arxiv.org/abs/2209.11839},
  author = {Kaiyan Shi and Rebekah Herrman and Ruslan Shaydulin and Shouvanik
    Chakrabarti and Marco Pistoia and Jeffrey Larson},
  booktitle = {{IEEE}/{ACM} Symposium on Edge Computing},
  title = {Multiangle {QAOA} Does Not Always Need All Its Angles},
  publisher = {{IEEE}},
  year = {2022},
}

libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations. Hudson, S.; Larson, J.; Navarro, J.; and Wild, S. M. IEEE Transactions on Parallel and Distributed Systems, 33(4): 977–988. 2022.

libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations [link]

Paper doi link bibtex

@article{Hudson2021,
  author  = {Hudson, Stephen and Larson, Jeffrey and Navarro, John-Luke and Wild, Stefan M.},
  title   = {{libEnsemble: A} Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations},
  journal = {{IEEE} Transactions on Parallel and Distributed Systems},
  year = 2022,
  doi = {10.1109/TPDS.2021.3082815},
  url = {https://doi.org/10.1109/TPDS.2021.3082815},
  number = {ANL/MCS-P9447-0221},
  volume = {33},
  number = {4},
  pages = {977--988},
}

Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. Abhinit, I.; Adams, E. K.; Alam, K.; Chase, B.; Deelman, E.; Gorenstein, L.; Hudson, S.; Islam, T.; Larson, J.; Lentner, G.; Mandal, A.; Navarro, J.; Nicolae, B.; Pouchard, L.; Ross, R.; Roy, B.; Rynge, M.; Serebrenik, A.; Vahi, K.; Wild, S.; Xin, Y.; da Silva, R. F.; and Filgueira, R. In IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS), nov 2022.
doi link bibtex

@inproceedings{Abhinit2022,
  doi = {10.1109/works56498.2022.00016},
  year = 2022,
  month = {nov},
  apublisher = {{IEEE}},
  author = {Ishan Abhinit and Emily K. Adams and Khairul Alam and Brian Chase
    and Ewa Deelman and Lev Gorenstein and Stephen Hudson and Tanzima Islam and
      Jeffrey Larson and Geoffrey Lentner and Anirban Mandal and John-Luke
      Navarro and Bogdan Nicolae and Line Pouchard and Rob Ross and Banani Roy
      and Mats Rynge and Alexander Serebrenik and Karan Vahi and Stefan Wild
      and Yufeng Xin and Rafael Ferreira da Silva and Rosa Filgueira},
  title = {Novel Proposals for {FAIR}, Automated, Recommendable, and Robust Workflows},
  booktitle = {{IEEE}/{ACM} Workshop on Workflows in Support of Large-Scale Science ({WORKS})},
}

2021 (5)

Manifold Sampling for Optimizing Nonsmooth Nonconvex Compositions. Larson, J.; Menickelly, M.; and Zhou, B. SIAM Journal on Optimization, 31(4): 2638–2664. 2021.

Manifold Sampling for Optimizing Nonsmooth Nonconvex Compositions [link]

Paper doi link bibtex

@article{Larson2020,
  author = {Larson, Jeffrey and Menickelly, Matt and Zhou, Baoyu},
  title = {Manifold Sampling for Optimizing Nonsmooth Nonconvex Compositions},
  Year = {2021},
  journal = {SIAM Journal on Optimization},
  url = {https://doi.org/10.1137/20M1378089},
  doi = {10.1137/20M1378089},
  volume = {31},
  number = {4},
  pages = {2638--2664},
}

Standardized Low-Level Noise Characterization to Differentiate DOE Quantum Testbeds. Shaydulin, R.; Suchara, M.; and Larson, J. Quantum Computing Testbeds Stakeholder Workshop White Paper. 2021.

Standardized Low-Level Noise Characterization to Differentiate DOE Quantum Testbeds [pdf]

Paper link bibtex

@article{Shaydulin2021,
  title = {Standardized Low-Level Noise Characterization to Differentiate {DOE} Quantum Testbeds},
  author = {Ruslan Shaydulin and Martin Suchara and Jeffrey Larson},
  journal = {Quantum Computing Testbeds Stakeholder Workshop White Paper},
  url = {http://www.mcs.anl.gov/~jlarson/reports/testbeds_whitepaper.pdf},
  year = {2021},
}

CutQC: Using Small Quantum Computers for Large Quantum Circuit Evaluations. Tang, W.; Tomesh, T.; Suchara, M.; Larson, J.; and Martonosi, M. In Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems, pages 473–486, 2021.

CutQC: Using Small Quantum Computers for Large Quantum Circuit Evaluations [link]

Paper doi link bibtex

@inproceedings{Tang2020,
  author      = {Wei Tang and Teague Tomesh and Martin Suchara and Jeffrey Larson and Margaret Martonosi},
  title       = {{CutQC: U}sing Small Quantum Computers for Large Quantum Circuit Evaluations},
  year        = {2021},
  doi         = {10.1145/3445814.3446758},
  url         = {https://doi.org/10.1145/3445814.3446758},
  booktitle   = {Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems},
  pages       = {473--486},
}

A Method for Convex Black-Box Integer Global Optimization. Larson, J.; Leyffer, S.; Palkar, P.; and Wild, S. M. Journal of Global Optimization, 80(2): 439–477. 2021.

A Method for Convex Black-Box Integer Global Optimization [link]

Paper doi link bibtex 6 downloads

@article{Palkar2019,
  doi = {10.1007/s10898-020-00978-w},
  url = {https://doi.org/10.1007/s10898-020-00978-w},
  author      = {Jeffrey Larson and Sven Leyffer and Prashant Palkar and Stefan M. Wild},
  title       = {A Method for Convex Black-Box Integer Global Optimization},
  ainstitution = {Argonne National Laboratory, Mathematics and Computer Science Division},
  anumber      = {ANL/MCS-P9161-0219},
  year        = {2021},
  atype        = {Preprint},
  anumber      = {1903.11366},
  ainstitution = {ArXiv},
  volume = {80},
  number = {2},
  pages = {439--477},
  url         = {https://arxiv.org/abs/1903.11366},
  journal = {Journal of Global Optimization}
}

Wave Function Analysis with a Maximum Flow Algorithm. Shepard, R.; Brozell, S. R.; Larson, J.; Hovland, P.; and Leyffer, S. Molecular Physics, 119(13): e1861351. 2021.

Wave Function Analysis with a Maximum Flow Algorithm [link]

Paper doi link bibtex

@article{Shepard2020,
  author       = {Ron Shepard and Scott R. Brozell and Jeffrey Larson and Paul Hovland and Sven Leyffer},
  title        = {Wave Function Analysis with a Maximum Flow Algorithm},
  doi          = {10.1080/00268976.2020.1861351},
  url          = {https://doi.org/10.1080/00268976.2020.1861351},
  journal      = {Molecular Physics},
  volume = {119},
  number = {13},
  pages = {e1861351},
  year  = {2021},
}

2020 (8)

AI for an Integrated and Accelerated Scientific Method. Di, W.; Larson, J.; Leyffer, S.; and Wild, S. M. Argonne 2050. 2020.
link bibtex

@article{Di2020,
  author = {Wendy Di and Jeffrey Larson and Sven Leyffer and Stefan M. Wild},
  journal = {Argonne 2050},
  title = {{AI} for an Integrated and Accelerated Scientific Method},
  year = {2020},
  subdate = {03/05/20},
}

Optimal Assignment for the Single-Household Shared Autonomous Vehicle Problem. Cokyasar, T.; and Larson, J. Transportation Research Part B: Methodological, 141: 98–115. 2020.

Optimal Assignment for the Single-Household Shared Autonomous Vehicle Problem [link]

Paper doi link bibtex 1 download

@article{Cokyasar2020,
  doi         = {10.1016/j.trb.2020.09.003},
  url         = {https://doi.org/10.1016/j.trb.2020.09.003},
  author      = {Taner Cokyasar and Jeffrey Larson},
  title       = {Optimal Assignment for the Single-Household Shared Autonomous Vehicle Problem},
  year        = {2020},
  journal     = {Transportation Research Part B: Methodological},
  volume      = {141},
  pages       = {98--115},
}

Multiobjective Optimization of the Variability of the High-Performance LINPACK Solver. Chang, T. H.; Larson, J.; and Watson, L. T. In Proceedings of the Winter Simulation Conference, pages 3081–3092, 2020.

Multiobjective Optimization of the Variability of the High-Performance LINPACK Solver [link]

Paper doi link bibtex

@inproceedings{Chang2020a,
  doi = {10.1109/wsc48552.2020.9383875},
  url = {https://doi.org/10.1109/wsc48552.2020.9383875},
  pages = {3081--3092},
  author      = {Tyler H. Chang and Jeffrey Larson and Layne T. Watson},
  title       = {Multiobjective Optimization of the Variability of the High-Performance {LINPACK} Solver},
  year        = {2020},
  alturl         = {http://meetings2.informs.org/wordpress/wsc2020/},
  booktitle   = {Proceedings of the Winter Simulation Conference},
}

Managing computationally expensive blackbox multiobjective optimization problems with libEnsemble. Chang, T. H.; Larson, J.; Watson, L. T.; and Lux, T. C. H. In Proceedings of the Spring Simulation Conference, 2020.

Managing computationally expensive blackbox multiobjective optimization problems with libEnsemble [link]

Paper doi link bibtex

@inproceedings{Chang2020,
  author      = {Tyler H. Chang and Jeffrey Larson and Layne T. Watson and Thomas C. H. Lux},
  doi         = {10.22360/springsim.2020.hpc.001},
  url         = {https://doi.org/10.22360/springsim.2020.hpc.001},
  title       = {Managing computationally expensive blackbox multiobjective optimization problems with {libEnsemble}},
  year        = {2020},
  alturl         = {https://springsim.conferencespot.org/event-data/pdf/a033/f033},
  booktitle   = {Proceedings of the Spring Simulation Conference},
}

An Arc Density Maximum Flow Algorithm (poster). Shepard, R.; Brozell, S. R.; Larson, J.; Hovland, P.; and Leyffer, S. In 60th Sanibel Symposium, 2020.

An Arc Density Maximum Flow Algorithm (poster) [link]

Paper link bibtex

@inproceedings{Shepard2020a,
  author       = {Ron Shepard and Scott R. Brozell and Jeffrey Larson and Paul Hovland and Sven Leyffer},
  title        = {An Arc Density Maximum Flow Algorithm (poster)},
  booktitle    = {60th Sanibel Symposium},
  year         = {2020},
  url         = {https://sanibelsymposium.qtp.ufl.edu/index.php?gf-download=2020%2F01%2FArcDensitySanibelAbstract.pdf&form-id=1&field-id=7&hash=1a42a9cb43af99f12d5c648d0a260349e4ae4b8984a7857daa5c0e8dd14b4e00},
  url          = {https://sanibelsymposium.qtp.ufl.edu/resources/abstracts/}
}

Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization. Renganathan, S. A.; Larson, J.; and Wild, S. M. In 2020.

Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization [link]

Paper doi link bibtex 2 downloads

@inproceedings{Renganathan2020a,
  author    = {S. Ashwin Renganathan and Jeffrey Larson and Stefan M. Wild},
  title     = {Recursive Two-Step Lookahead Expected Payoff for Time-Dependent {Bayesian} Optimization},
  year      = {2020},
  url       = {https://arxiv.org/abs/2006.08037},
  doi = {10.48550/arXiv.2006.08037},
}

Solving Combinatorial Optimization Problems on Quantum Computers. Alexeev, Y.; Larson, J.; Leyffer, S.; and Shaydulin, R. SIAM News, July/August. 2020.

Solving Combinatorial Optimization Problems on Quantum Computers [link]

Paper link bibtex

@article{Alexeev2020,
  author       = {Yuri Alexeev and Jeffrey Larson and Sven Leyffer and Ruslan Shaydulin},
  title        = {Solving Combinatorial Optimization Problems on Quantum Computers},
  volume       = {July/August},
  year         = {2020},
  url = {https://sinews.siam.org/Details-Page/solving-combinatorial-optimization-problems-on-quantum-computers},
  journal = {SIAM News},
}

LEAP: Scaling Numerical Optimization Based Synthesis Using an Incremental Approach. Smith, E.; Davis, M. G.; Larson, J.; and Iancu, C. In First International Workshop on Quantum Computing Software (held in conjunction with SC20), 2020.

Paper doi link bibtex

@inproceedings{Smith2020,
  doi = {10.48550/arXiv.2106.11246},
  url = {https://arxiv.org/abs/2106.11246},
  author = {Ethan Smith and Marc G. Davis and Jeffrey Larson and Costin Iancu},
  booktitle = {First International Workshop on Quantum Computing Software (held in conjunction with SC20)},
  title = {{LEAP: S}caling Numerical Optimization Based Synthesis Using an Incremental Approach},
  year = {2020},
}

2019 (6)

A Case Study Analysis of Energy Consumption Potential of Coordinated Platooning in Urban Networks. Javanmardi, M.; Islam, E. S.; Auld, J.; and Larson, J. Proceedings of the Transportation Research Record Annual Meeting. 2019.

A Case Study Analysis of Energy Consumption Potential of Coordinated Platooning in Urban Networks [link]

Paper link bibtex 1 download

@article{Javanmardi2018,
  year = 2019,
  author = {Mahmoud Javanmardi and Ehsan Sabri Islam and Joshua Auld and Jeffrey Larson},
  title = {A Case Study Analysis of Energy Consumption Potential of Coordinated Platooning in Urban Networks},
  journal = {Proceedings of the Transportation Research Record Annual Meeting},
  url = {https://anl.app.box.com/s/vtxnuqhgfgzb1cqq2jmzp7u879negxi8},
  alturl = {http://amonline.trb.org/68387-trb-1.4353651/t0009-1.4503846/1360-1.4504334/19-05047-1.4501899/19-05047-1.4504365?qr=1}
}

Comparison of Model-Based and Heuristic Optimization Algorithms Applied to Photoinjectors Using libEnsemble. Neveu, N.; Hudson, S.; Larson, J.; and Spentzouris, L. In Proceedings of the 13th International Computational Accelerator Physics Conference, pages 22–24, Jan. 2019.

Comparison of Model-Based and Heuristic Optimization Algorithms Applied to Photoinjectors Using libEnsemble [pdf]

Paper doi link bibtex

@inproceedings{Neveu2019,
  author       = {N. Neveu and S. Hudson and J. Larson and L. Spentzouris},
  title        = {Comparison of Model-Based and Heuristic Optimization Algorithms Applied to Photoinjectors Using {libEnsemble}},
  booktitle    = {Proceedings of the 13th International Computational Accelerator Physics Conference},
  pages        = {22--24},
  outpaper        = {SAPAF03},
  outlanguage     = {english},
  outvenue        = {Key West, FL, USA},
  outseries       = {International Computational Accelerator Physics Conference},
  outnumber       = {13},
  outpublisher    = {JACoW Publishing},
  outaddress      = {Geneva, Switzerland},
  anlnumber    = {ANL/MCS-P9244-0919},
  month        = {Jan.},
  year         = {2019},
  isbn         = {978-3-95450-200-4},
  doi          = {10.18429/JACoW-ICAP2018-SAPAF03},
  url          = {http://jacow.org/icap2018/papers/sapaf03.pdf},
}

Multistart Methods for Quantum Approximate Optimization. Shaydulin, R.; Safro, I.; and Larson, J. In Proceedings of the IEEE High Performance Extreme Computing Conference, 2019. \textbfBest Student Paper

Multistart Methods for Quantum Approximate Optimization [link]

Paper doi link bibtex

@inproceedings{Shaydulin2019,
  doi = {10.1109/hpec.2019.8916288},
  url = {https://doi.org/10.1109/hpec.2019.8916288},
  author      = {Ruslan Shaydulin and Ilya Safro and Jeffrey Larson},
  title       = {Multistart Methods for Quantum Approximate Optimization},
  ainstitution = {Argonne National Laboratory, Mathematics and Computer Science Division},
  anumber      = {ANL/MCS-P9181-0519},
  year        = {2019},
  atype        = {Preprint},
  anumber      = {1905.08768},
  ainstitution = {ArXiv},
  url         = {https://arxiv.org/abs/1905.08768},
  booktitle = {Proceedings of the IEEE High Performance Extreme Computing Conference},
  note = {\textbf{Best Student Paper}}
}

Derivative-free optimization methods. Larson, J.; Menickelly, M.; and Wild, S. M. Acta Numerica, 28: 287–404. 2019.

Derivative-free optimization methods [link]

Paper doi link bibtex 4 downloads

@article{LMW2019,
  author  = {Jeffrey Larson and Matt Menickelly and Stefan M. Wild},
  title   = {Derivative-free optimization methods},
  journal = {Acta Numerica},
  year    = {2019},
  doi     = {10.1017/s0962492919000060},
  url     = {https://doi.org/10.1017/s0962492919000060},
  publisher = {Cambridge University Press},
  volume = {28},
  pages = {287--404},
}

Design, Analysis, and Operations Toolkit (DAO-Tk). Martinek, J.; Wagner, M.; Zolan, A.; Boyd, M.; Newman, A.; Morton, D.; Leyffer, S.; and Larson, J. 2019.

Design, Analysis, and Operations Toolkit (DAO-Tk) [link]

Paper doi link bibtex 1 download

@misc{osti1512292,
  title = {Design, Analysis, and Operations Toolkit {(DAO-Tk)}},
  author = {Martinek, Janna and Wagner, Michael and Zolan, Alexander and Boyd, Matthew and Newman, Alexandra and Morton, David and Leyffer, Sven and Larson, Jeffrey},
  url = {https://www.osti.gov//servlets/purl/1512292},
  doi = {10.11578/dc.20190513.3},
  url = {https://doi.org/10.11578/dc.20190513.3},
  year = {2019},
  anotherurl = {https://github.com/NREL/dao-tk},
}

SKQuant-Opt: Optimizers for Noisy Intermediate-Scale Quantum Devices. Lavrijsen, W.; Tudor, A.; Larson, J.; Sung, K. J.; Linder, L.; Mueller, J.; McClean, J. R.; Babbush, R.; Urbanek, M.; Iancu, C.; and de Jong , W. A 2019.

SKQuant-Opt: Optimizers for Noisy Intermediate-Scale Quantum Devices [link]

Paper link bibtex

@misc{Lavrijsen2019,
  title={{SKQuant-Opt: O}ptimizers for Noisy Intermediate-Scale Quantum Devices},
  url = {http://scikit-quant.org},
  author={ Wim Lavrijsen and Ana Tudor and Jeffrey Larson and Kevin J. Sung and
    Lucy Linder and Juliane Mueller and Jarrod R. McClean and Ryan Babbush and
      Miroslav Urbanek and Costin Iancu and Wibe A {de Jong}},
  year={2019},
  publisher={APS}
}

2018 (8)

Asynchronously Parallel Optimization Solver for Finding Multiple Minima. Larson, J.; and Wild, S. M. Mathematical Programming Computation, 10(3): 303–332. 2018.

Asynchronously Parallel Optimization Solver for Finding Multiple Minima [link]

Paper doi link bibtex

@article{Larson2018,
  author  = {Jeffrey Larson and Stefan M. Wild},
  title   = {Asynchronously Parallel Optimization Solver for Finding Multiple Minima},
  journal = {Mathematical Programming Computation},
  year    = {2018},
  number  = {3},
  volume  = {10},
  pages   = {303--332},
  anumber = {ANL/MCS-P5575-0316},
  doi     = {10.1007/s12532-017-0131-4},
  url     = {https://doi.org/10.1007/s12532-017-0131-4},
}

Hybrid Quantum-Classical Computing Architectures. Suchara, M.; Alexeev, Y.; Chong, F.; Finkel, H.; Hoffmann, H.; Larson, J.; Osborn, J.; and Smith, G. 3rd International Workshop on Post Moore's Era Supercomputing. 2018.

Hybrid Quantum-Classical Computing Architectures [link]

Paper link bibtex

@article{Suchara2018,
  author = {Martin Suchara and Yuri Alexeev and Frederic Chong and Hal Finkel and Henry Hoffmann and Jeffrey Larson and James Osborn and Graeme Smith},
  title = {Hybrid Quantum-Classical Computing Architectures},
  journal = {3rd International Workshop on Post Moore's Era Supercomputing},
  year = {2018},
  url = {https://par.nsf.gov/servlets/purl/10084839}
}

Optimization Models and Paradigms for Machine Learning. Balaprakash, P.; Larson, J.; and Leyffer, S. SciML: ASCR Scientific Machine Learning Workshop. 2018.
link bibtex

@article{BalLarLey2018a,
  author = {Prasanna Balaprakash and Jeffrey Larson and Sven Leyffer},
  journal = {SciML: ASCR Scientific Machine Learning Workshop},
  title = {Optimization Models and Paradigms for Machine Learning},
  year = {2018},
  subdate = {01/05/18},
}

Exploration vs. Exploitation: Mathematical Performance Guarantees. Balaprakash, P.; Larson, J.; and Leyffer, S. SciML: ASCR Scientific Machine Learning Workshop. 2018.
link bibtex

@article{BalLarLey2018,
  author = {Prasanna Balaprakash and Jeffrey Larson and Sven Leyffer},
  journal = {SciML: ASCR Scientific Machine Learning Workshop},
  title = {Exploration vs.~Exploitation: {Mathematical} Performance Guarantees},
  year = {2018},
  subdate = {01/05/18},
}

Derivative-Free Mixed-Integer Optimization for Automated Predictive Modeling using Machine Learning. Balaprakash, P.; Larson, J.; Vishwanath, V.; and Wild, S. M. SciML: ASCR Scientific Machine Learning Workshop. 2018.
link bibtex

@article{BalLarWil2018,
  author = {P. Balaprakash and J. Larson and V. Vishwanath and Stefan M. Wild},
  journal = {SciML: ASCR Scientific Machine Learning Workshop},
  title = {Derivative-Free Mixed-Integer Optimization for Automated Predictive Modeling using Machine Learning},
  year = {2018},
  subdate = {01/05/18},
}

Photoinjector Optimization Studies at the AWA. Neveu, N.; Larson, J.; Power, J.; and Spentzouris, L. In Proceedings of the 9th International Particle Accelerator Conference, pages 4169–4171, June 2018.

Photoinjector Optimization Studies at the AWA [link]

Paper doi link bibtex 1 download

@inproceedings{Neveu2018,
  author       = {N.R. Neveu and J. Larson and J.G. Power and L.K. Spentzouris},
  title        = {Photoinjector Optimization Studies at the {AWA}},
  booktitle    = {Proceedings of the 9th International Particle Accelerator Conference},
  pages        = {4169--4171},
  outlanguage     = {english},
  outpaper        = {THPMF049},
  outvenue        = {Vancouver, BC, Canada},
  outseries       = {International Particle Accelerator Conference},
  outnumber       = {9},
  outpublisher    = {JACoW Publishing},
  outaddress      = {Geneva, Switzerland},
  month        = {June},
  year         = {2018},
  isbn         = {978-3-95450-184-7},
  doi          = {10.18429/JACoW-IPAC2018-THPMF049},
  url          = {https://doi.org/10.18429/JACoW-IPAC2018-THPMF049},
}

Coordinated platooning with multiple speeds. Luo, F.; Larson, J.; and Munson, T. Transportation Research Part C: Emerging Technologies, 90: 213–225. may 2018.

Coordinated platooning with multiple speeds [link]

Paper doi link bibtex

@article{Luo2018,
  doi = {10.1016/j.trc.2018.02.011},
  url = {https://doi.org/10.1016/j.trc.2018.02.011},
  year = 2018,
  month = {may},
  publisher = {Elsevier {BV}},
  volume = {90},
  pages = {213--225},
  author = {Fengqiao Luo and Jeffrey Larson and Todd Munson},
  title = {Coordinated platooning with multiple speeds},
  journal = {Transportation Research Part C: Emerging Technologies},
  mcsurl = {http://www.mcs.anl.gov/papers/P7064-0617.pdf},
}

Manifold Sampling for Optimization of Nonconvex Functions That Are Piecewise Linear Compositions of Smooth Components. Khan, K. A.; Larson, J.; and Wild, S. M. SIAM Journal on Optimization, 28(4): 3001–3024. 2018.

Manifold Sampling for Optimization of Nonconvex Functions That Are Piecewise Linear Compositions of Smooth Components [link]

Paper doi link bibtex

@article{KLW2018,
  doi = {10.1137/17m114741x},
  url = {https://doi.org/10.1137/17m114741x},
  year = 2018,
  publisher = {Society for Industrial {\&} Applied Mathematics ({SIAM})},
  volume = {28},
  number = {4},
  pages = {3001--3024},
  author = {Kamil A. Khan and Jeffrey Larson and Stefan M. Wild},
  title = {Manifold Sampling for Optimization of Nonconvex Functions That Are Piecewise Linear Compositions of Smooth Components},
  journal = {{SIAM} Journal on Optimization}
}

2017 (5)

Scheduling Double Round-Robin Tournaments with Divisional Play Using Constraint Programming. Carlsson, M.; Johansson, M.; and Larson, J. European Journal of Operational Research, 259(3): 1180–1190. jun 2017.

Scheduling Double Round-Robin Tournaments with Divisional Play Using Constraint Programming [link]

Paper doi link bibtex

@article{Carlsson2016,
  author = {Carlsson, Mats and Johansson, Mikael and Larson, Jeffrey},
  title = {Scheduling Double Round-Robin Tournaments with Divisional Play Using Constraint Programming},
  Year = {2017},
  month = {jun},
  journal = {European Journal of Operational Research},
  volume = {259},
  issueout = {3},
  number = {3},
  pages = {1180--1190},
  url = {https://doi.org/10.1016/j.ejor.2016.11.033},
  doi = {10.1016/j.ejor.2016.11.033},
}

Maximization of Platoon Formation Through Centralized Routing and Departure Time Coordination. Sokolov, V.; Larson, J.; Munson, T.; Auld, J.; and Karbowski, D. Transportation Research Record: Journal of the Transportation Research Board, 2667(1): 10–16. jan 2017.

Maximization of Platoon Formation Through Centralized Routing and Departure Time Coordination [link]

Paper doi link bibtex 2 downloads

@article{Sokolov2017,
  doi = {10.3141/2667-02},
  url = {https://doi.org/10.3141/2667-02},
  year = 2017,
  month = {jan},
  publisher = {{SAGE} Publications},
  volume = {2667},
  number = {1},
  pages = {10--16},
  author = {Vadim Sokolov and Jeffrey Larson and Todd Munson and Josh Auld and Dominik Karbowski},
  title = {Maximization of Platoon Formation Through Centralized Routing and Departure Time Coordination},
  journal = {Transportation Research Record: Journal of the Transportation Research Board}
}

The Role of Applied Mathematics in Quantum Computing: Old Can be New Again?. Buluç, A.; de Jong, W.; Lin, L.; Larson, J.; and Wild, S. M. ASCR Applied Math Meeting White Paper. 2017.

The Role of Applied Mathematics in Quantum Computing: Old Can be New Again? [link]

Paper doi link bibtex

@article{Buluc17ASCR,
  title = {The Role of Applied Mathematics in Quantum Computing: {Old} Can be New Again?},
  author = {Ayd{\i}n Bulu\c{c} and Wibe de Jong and Lin Lin and Jeffrey Larson and Stefan M. Wild},
  journal = {ASCR Applied Math Meeting White Paper},
  doi =  {10.6084/m9.figshare.5324869.v1},
  url =  {https://doi.org/10.6084/m9.figshare.5324869.v1},
  subdate = {08/18/17},
  year = {2017},
}

Optimizing Stochastic Simulations. Larson, J.; and Wild, S. M. ASCR Applied Math Meeting White Paper. 2017.

Optimizing Stochastic Simulations [link]

Paper doi link bibtex 1 download

@article{LW17ASCR,
  title = {Optimizing Stochastic Simulations},
  author = {Jeffrey Larson and Stefan M. Wild},
  journal = {ASCR Applied Math Meeting White Paper},
  doi = {10.6084/m9.figshare.5328718},
  url = {https://doi.org/10.6084/m9.figshare.5328718},
  year = {2017},
  subdate = {08/21/17},
}

Photoinjector Optimization Using a Derivative-Free, Model-Based Trust-Region Algorithm for the Argonne Wakefield Accelerator. Neveu, N; Larson, J; Power, J G; and Spentzouris, L Journal of Physics: Conference Series, 874: 012062. jul 2017.

Photoinjector Optimization Using a Derivative-Free, Model-Based Trust-Region Algorithm for the Argonne Wakefield Accelerator [link]

Paper doi link bibtex

@article{Neveu2017,
  doi = {10.1088/1742-6596/874/1/012062},
  url = {https://doi.org/10.1088/1742-6596/874/1/012062},
  year  = {2017},
  month = {jul},
  publisher = {{IOP} Publishing},
  volume = {874},
  pages = {012062},
  author = {N Neveu and J Larson and J G Power and L Spentzouris},
  title = {Photoinjector Optimization Using a Derivative-Free, Model-Based Trust-Region Algorithm for the {Argonne} {Wakefield} {Accelerator}},
  journal = {Journal of Physics: Conference Series},
  mcsurl = {http://www.mcs.anl.gov/papers/P7041-0417.pdf}
}

2016 (5)

Stochastic Derivative-Free Optimization using a Trust Region Framework. Larson, J.; and Billups, S. C Computational Optimization and Applications, 64(3): 619–645. 2016.

Stochastic Derivative-Free Optimization using a Trust Region Framework [link]

Paper doi link bibtex

@article{Larson2016b,
  author = {Larson, Jeffrey and Billups, Stephen C},
  journal = {Computational Optimization and Applications},
  title = {Stochastic Derivative-Free Optimization using a Trust Region Framework},
  year = {2016},
  url = {https://doi.org/10.1007/s10589-016-9827-z},
  doi = {10.1007/s10589-016-9827-z},
  volume = {64},
  number = {3},
  pages = {619--645},
}

A Batch, Derivative-Free Algorithm for Finding Multiple Local Minima. Larson, J.; and Wild, S. M. Optimization and Engineering, 17(1): 205–228. mar 2016.

A Batch, Derivative-Free Algorithm for Finding Multiple Local Minima [link]

Paper doi link bibtex

@article{Larson2016,
  author = {Jeffrey Larson and Stefan M. Wild},
  title = {A Batch, Derivative-Free Algorithm for Finding Multiple Local Minima},
  issn = {1573-2924},
  doi = {10.1007/s11081-015-9289-7},
  url = {https://doi.org/10.1007/s11081-015-9289-7},
  year = 2016,
  month = {mar},
  publisher = {Springer Science $\mathplus$ Business Media},
  volume = {17},
  number = {1},
  pages = {205--228},
  journal = {Optimization and Engineering}
}

Manifold Sampling for $\ell_1$ Nonconvex Optimization. Larson, J.; Menickelly, M.; and Wild, S. M. SIAM Journal on Optimization, 26(4): 2540–2563. 2016.
$Manifold Sampling for $\ell_1$ Nonconvex Optimization [link]$ Paper doi link bibtex

@article{Larson2016c,
  author = {Larson, Jeffrey and Menickelly, Matt and Wild, Stefan M.},
  title = {Manifold Sampling for {$\ell_1$} Nonconvex Optimization},
  Year = {2016},
  journal = {SIAM Journal on Optimization},
  url = {http://epubs.siam.org/doi/abs/10.1137/15M1042097},
  volume = {26},
  number = {4},
  pages = {2540--2563},
  doi = {10.1137/15M1042097},
}

Origins and optimization of entanglement in plasmonically coupled quantum dots. Otten, M.; Larson, J.; Min, M.; Wild, S. M.; Pelton, M.; and Gray, S. K. Physical Review A, 94(2): 022312. Aug 2016.

Origins and optimization of entanglement in plasmonically coupled quantum dots [link]

Paper doi link bibtex

@article{Otten2016,
  title = {Origins and optimization of entanglement in plasmonically coupled quantum dots},
  author = {Otten, Matthew and Larson, Jeffrey and Min, Misun and Wild, Stefan M. and Pelton, Matthew and Gray, Stephen K.},
  journal = {Physical Review A},
  volume = {94},
  issueout = {2},
  number = {2},
  pages = {022312},
  numpages = {15},
  year = {2016},
  month = {Aug},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevA.94.022312},
  url = {https://doi.org/10.1103/PhysRevA.94.022312}
}

Coordinated Platoon Routing in a Metropolitan Network. Larson, J.; Munson, T.; and Sokolov, V. In Gebremedhin, A. H.; Boman, E. G.; and Ucar, B., editor(s), Proceedings of the SIAM Workshop on Combinatorial Scientific Computing, pages 73–82, 2016.

Coordinated Platoon Routing in a Metropolitan Network [link]

Paper doi link bibtex 1 download

@inproceedings{larson:siamcsc:16,
  author = {Larson, Jeffrey and Munson, Todd and Sokolov, Vadim},
  title = {Coordinated Platoon Routing in a Metropolitan Network},
  pages = {73--82},
  doi = {10.1137/1.9781611974690.ch8},
  url = {https://doi.org/10.1137/1.9781611974690.ch8},
  editor =    {Assefaw H. Gebremedhin and Erik G. Boman and Bora Ucar},
  booktitle =    {Proceedings of the SIAM Workshop on Combinatorial Scientific Computing},
  year =         {2016},
}

2015 (2)

The Vehicle Platooning Problem: Computational Complexity and Heuristics. Larsson, E.; Sennton, G.; and Larson, J. Transportation Research Part C: Emerging Technologies, 60: 258–277. November 2015.

The Vehicle Platooning Problem: Computational Complexity and Heuristics [link]

Paper doi link bibtex 1 download

@article{Larsson2015,
  author = {Larsson, Erik and Sennton, Gustav and Larson, Jeffrey},
  journal = {Transportation Research Part C: Emerging Technologies},
  doi = {10.1016/j.trc.2015.08.019},
  title = {The Vehicle Platooning Problem: {Computational} Complexity and Heuristics},
  url = {https://doi.org/10.1016/j.trc.2015.08.019},
  year = {2015},
  month = nov,
  pages = {258--277},
  volume = {60}
}

A Distributed Framework for Coordinated Heavy-Duty Vehicle Platooning. Larson, J.; Liang, K.; and Johansson, K. H IEEE Transactions on Intelligent Transportation Systems, 16(1): 419–429. feb 2015.

A Distributed Framework for Coordinated Heavy-Duty Vehicle Platooning [link]

Paper doi link bibtex 2 downloads

@article{Larson2014d,
  author = {Larson, Jeffrey and Liang, Kuo-Yun and Johansson, Karl H},
  doi = {10.1109/TITS.2014.2320133},
  issn = {1524-9050},
  journal = {IEEE Transactions on Intelligent Transportation Systems},
  year = {2015},
  volume = {16},
  number = {1},
  pages = {419--429},
  month = {feb},
  title = {A Distributed Framework for Coordinated Heavy-Duty Vehicle Platooning},
  url = {https://doi.org/10.1109/TITS.2014.2320133},
}

2014 (4)

Coordinated Route Optimization for Heavy-Duty Vehicle Platoons. Larson, J.; Kammer, C.; Liang, K.; and Johansson, K. H. In Hegyi, A.; and Schutter, B. D., editor(s), Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, pages 1196–1202, 2014.

Coordinated Route Optimization for Heavy-Duty Vehicle Platoons [link]

Paper doi link bibtex 1 download

@inproceedings{Larson2013b:itsc:13,
  author = {Larson, Jeffrey and Kammer, Christoph and Liang, Kuo-Yun and Johansson, Karl Henrik},
  doi = {10.1109/ITSC.2013.6728395},
  pages = {1196--1202},
  title = {Coordinated Route Optimization for Heavy-Duty Vehicle Platoons},
  url = {https://doi.org/10.1109/ITSC.2013.6728395},
  year =         {2014},
  editor =       {Andreas Hegyi and Bart De Schutter},
  booktitle =    {Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems},
}

An Integrated Constraint Programming Approach to Scheduling Sports Leagues with Divisional and Round-Robin Tournaments. Larson, J.; Johansson, M.; and Carlsson, M. In Simonis, H., editor(s), Integration of AI and OR Techniques in Constraint Programming, volume 8451, of Lecture Notes in Computer Science, pages 144–158. Springer International Publishing, 2014.

An Integrated Constraint Programming Approach to Scheduling Sports Leagues with Divisional and Round-Robin Tournaments [link]

Paper doi link bibtex

@incollection{Larson2014c,
  year = {2014},
  isbn = {978-3-319-07045-2},
  booktitle = {Integration of AI and OR Techniques in Constraint Programming},
  volume = {8451},
  series = {Lecture Notes in Computer Science},
  editor = {Simonis, Helmut},
  doi = {10.1007/978-3-319-07046-9_11},
  title = {An Integrated Constraint Programming Approach to Scheduling Sports Leagues with Divisional and Round-Robin Tournaments},
  url = {https://doi.org/10.1007/978-3-319-07046-9_11},
  publisher = {Springer International Publishing},
  author = {Larson, Jeffrey and Johansson, Mikael and Carlsson, Mats},
  pages = {144--158},
}

Constructing Schedules for Sports Leagues with Divisional and Round-Robin Tournaments. Larson, J.; and Johansson, M. Journal of Quantitative Analysis in Sports, 10(2): 119–129. January 2014.

Constructing Schedules for Sports Leagues with Divisional and Round-Robin Tournaments [link]

Paper doi link bibtex

@article{Larson2014a,
  author = {Larson, Jeffrey and Johansson, Mikael},
  doi = {10.1515/jqas-2013-0090},
  issn = {1559-0410},
  journal = {Journal of Quantitative Analysis in Sports},
  month = jan,
  number = {2},
  pages = {119--129},
  title = {Constructing Schedules for Sports Leagues with Divisional and Round-Robin Tournaments},
  url = {https://doi.org/10.1515/jqas-2013-0090},
  volume = {10},
  year = {2014}
}

Applied Mathematics Research for Exascale Computing. Dongarra, J.; Hittinger, J.; Bell, J.; Chacón, L.; Falgout, R.; Heroux, M.; Hovland, P.; Ng, E.; Webster, C.; and Wild, S. M. 2014.

Applied Mathematics Research for Exascale Computing [link]

Paper doi link bibtex

@misc{Dongarra2014,
  doi = {10.2172/1149042},
  url = {http://www.osti.gov/scitech/biblio/1149042},
  author = {Dongarra, Jack and Hittinger, Jeffrey and Bell, John and Chac\'{o}n, Luis and Falgout, Robert and Heroux, Michael and Hovland, Paul and Ng, Esmond and Webster, Clayton and Wild, Stefan M.},
  institution = {U.S. Department of Energy Office of Science Advanced Scientific Computing Research Program},
  title = {Applied Mathematics Research for Exascale Computing},
  year = {2014}
}

2013 (3)

Derivative-Free Optimization of Expensive Functions with Computational Error Using Weighted Regression. Billups, S. C; Larson, J.; and Graf, P. SIAM Journal on Optimization, 23(1): 27–53. January 2013.

Derivative-Free Optimization of Expensive Functions with Computational Error Using Weighted Regression [link]

Paper doi link bibtex

@article{Billups2013a,
  author = {Billups, Stephen C and Larson, Jeffrey and Graf, Peter},
  doi = {10.1137/100814688},
  issn = {1052-6234},
  journal = {SIAM Journal on Optimization},
  month = jan,
  number = {1},
  pages = {27--53},
  title = {Derivative-Free Optimization of Expensive Functions with Computational Error Using Weighted Regression},
  url = {https://doi.org/10.1137/100814688},
  volume = {23},
  year = {2013}
}

Non-intrusive Termination of Noisy Optimization. Larson, J.; and Wild, S. M. Optimization Methods and Software, 28(5): 993–1011. October 2013.

Non-intrusive Termination of Noisy Optimization [link]

Paper doi link bibtex

@article{Larson2013,
  author = {Larson, Jeffrey and Wild, Stefan M.},
  doi = {10.1080/10556788.2012.656116},
  issn = {1055-6788},
  journal = {Optimization Methods and Software},
  month = oct,
  number = {5},
  pages = {993--1011},
  title = {Non-intrusive Termination of Noisy Optimization},
  url = {https://doi.org/10.1080/10556788.2012.656116},
  volume = {28},
  year = {2013}
}

Scheduling a Sports League with Divisional and Round-Robin Play. Larson, J.; and Johansson, M. In Goossens, D.; Spieksma, F.; and Scarf, P., editor(s), Proceedings of the 4th International Conference on Mathematics in Sport, pages 180–192, 2013. KULeuven, Faculty of Business and Economics

Scheduling a Sports League with Divisional and Round-Robin Play [pdf]

Paper link bibtex

@inproceedings{larson:mathsport:13,
  author =       {Jeffrey Larson and Mikael Johansson},
  title =        {Scheduling a Sports League with Divisional and Round-Robin Play},
  pages =        {180--192},
  url =          {http://www.mathsportinternational.com/MathSport2013Proceedings.pdf},
  editor =       {Dries Goossens and Frits Spieksma and Phil Scarf},
  booktitle =    {Proceedings of the 4th International Conference on Mathematics in Sport},
  publisher =    {KULeuven, Faculty of Business and Economics},
  year =         {2013},
  isbn =         {9789081409964}
}

2012 (1)

To Infinity… and Beyond. Larson, J.; Jacobson, M. S.; Den Ouden, K. M.; and Basile, C. G. Mathematics Teaching in the Middle School, 17(6): 346–351. 2012.

Paper doi link bibtex

@article{Larson2012a,
  author = {Larson, Jeffrey and Jacobson, Michael S. and {Den Ouden}, Katherine M. and Basile, Carole G.},
  journal = {Mathematics Teaching in the Middle School},
  doi = {10.5951/mathteacmiddscho.17.6.0346},
  number = {6},
  pages = {346--351},
  title = {To Infinity\ldots and Beyond},
  url = {https://doi.org/10.5951/mathteacmiddscho.17.6.0346},
  volume = {17},
  year = {2012}
}

2011 (1)

An Implementation of Scatter Search to Train Neural Networks for Brain Lesion Recognition. Larson, J.; and Newman, F. Involve, a Journal of Mathematics, 4(3): 203–211. December 2011.

Paper doi link bibtex

@article{Larson2011,
  author = {Larson, Jeffrey and Newman, Francis},
  doi = {10.2140/involve.2011.4.203},
  issn = {1944-4184},
  journal = {Involve, a Journal of Mathematics},
  month = dec,
  number = {3},
  pages = {203--211},
  title = {An Implementation of Scatter Search to Train Neural Networks for Brain Lesion Recognition},
  url = {https://doi.org/10.2140/involve.2011.4.203},
  volume = {4},
  year = {2011}
}