Designing Future Energy Systems With Generative AI.

Andrew Glaws

Andrew Glaws Ryan N. King Patrick Emami Grant Buster Brandon N. Benton Xiangyu Zhang 0010 Ahmed S. Zamzam Venkatesh Venkataramanan Richard Macwan Designing Future Energy Systems With Generative AI. 8-18 2025 October - December 27 Comput. Sci. Eng. 4 https://doi.org/10.1109/MCSE.2025.3567208 db/journals/cse/cse27.html#GlawsKEBBZZVM25 streams/journals/cse

Grace Guinan Addison Salvador Michelle A. Smeaton Andrew Glaws Hilary Egan Brian C. Wyatt Babak Anasori Kevin R. Fiedler Matthew J. Olszta Steven R. Spurgeon Mind the Gap: Bridging the Divide Between AI Aspirations and the Reality of Autonomous Characterization. 2025 February abs/2502.18604 CoRR https://doi.org/10.48550/arXiv.2502.18604 db/journals/corr/corr2502.html#abs-2502-18604 streams/journals/corr

Saumya Sinha Alexandre Cortiella Rawad El Kontar Andrew Glaws Ryan N. King Patrick Emami A Conditional Diffusion Model for Building Energy Modeling Workflows. 2025 November abs/2511.02930 CoRR https://doi.org/10.48550/arXiv.2511.02930 db/journals/corr/corr2511.html#abs-2511-02930 streams/journals/corr

Grace Guinan Michelle A. Smeaton Brian C. Wyatt Steven Goldy Hilary Egan Andrew Glaws Garritt J. Tucker Babak Anasori Steven R. Spurgeon Revealing the Hidden Third Dimension of Point Defects in Two-Dimensional MXenes. 2025 November abs/2511.08350 CoRR https://doi.org/10.48550/arXiv.2511.08350 db/journals/corr/corr2511.html#abs-2511-08350 streams/journals/corr

Brandon N. Benton Grant Buster Pavlo Pinchuk Andrew Glaws Ryan N. King Galen Maclaurin Ilya Chernyakhovskiy Super Resolution for Renewable Energy Resource Data With Wind From Reanalysis Data (Sup3rWind) and Application to Ukraine. 2024 abs/2407.19086 CoRR https://doi.org/10.48550/arXiv.2407.19086 db/journals/corr/corr2407.html#abs-2407-19086 streams/journals/corr

Zachary J. Grey Nicholas Fisher Andrew Glaws Gunay Dogan Explainable Binary Classification of Separable Shape Ensembles. 2024 abs/2410.12994 CoRR https://doi.org/10.48550/arXiv.2410.12994 db/journals/corr/corr2410.html#abs-2410-12994 streams/journals/corr

Zachary J. Grey Olga A. Doronina Andrew Glaws Separable shape tensors for aerodynamic design. 468-487 2023 January 10 J. Comput. Des. Eng. 1 https://doi.org/10.1093/jcde/qwac140 db/journals/jcde/jcde10.html#GreyDG23

Olga A. Doronina Zachary J. Grey Andrew Glaws G2Aero: A Python package for separable shape tensors. 5408 2023 October 8 J. Open Source Softw. 90 https://doi.org/10.21105/joss.05408 db/journals/jossw/jossw8.html#DoroninaGG23

Malik Hassanaly Andrew Glaws Karen Stengel Ryan N. King Adversarial sampling of unknown and high-dimensional conditional distributions. 110853 2022 450 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2021.110853 db/journals/jcphy/jcphy450.html#HassanalyGSK22

Olga A. Doronina Zachary J. Grey Andrew Glaws Grassmannian Shape Representations for Aerodynamic Applications. 2022 abs/2201.04649 CoRR https://arxiv.org/abs/2201.04649 db/journals/corr/corr2201.html#abs-2201-04649

Zachary J. Grey Olga A. Doronina Andrew Glaws Separable Shape Tensors for Aerodynamic Design. 2022 abs/2208.04743 CoRR https://doi.org/10.48550/arXiv.2208.04743 db/journals/corr/corr2208.html#abs-2208-04743

Malik Hassanaly Andrew Glaws Karen Stengel Ryan N. King Adversarial sampling of unknown and high-dimensional conditional distributions. 2021 abs/2111.05962 CoRR https://arxiv.org/abs/2111.05962 db/journals/corr/corr2111.html#abs-2111-05962

Malik Hassanaly Andrew Glaws Ryan N. King GANISP: a GAN-assisted Importance SPlitting Probability Estimator. 2021 abs/2112.15444 CoRR https://arxiv.org/abs/2112.15444 db/journals/corr/corr2112.html#abs-2112-15444

Andrew Glaws Paul G. Constantine R. Dennis Cook Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. 237-253 2020 30 Stat. Comput. 2 https://doi.org/10.1007/s11222-019-09876-y db/journals/sac/sac30.html#GlawsCC20

Sakshi Mishra Andrew Glaws Dylan Cutler Stephen M. Frank Muhammad Azam 0004 Farzam Mohammadi Jean-Simon Venne Data-Driven Metadata Tagging for Building Automation Systems: A Unified Architecture. 2020 abs/2003.07690 CoRR https://arxiv.org/abs/2003.07690 db/journals/corr/corr2003.html#abs-2003-07690

Babak Anasori Muhammad Azam 0004 Brandon N. Benton Grant Buster Ilya Chernyakhovskiy Paul G. Constantine R. Dennis Cook Alexandre Cortiella Dylan Cutler Gunay Dogan Olga A. Doronina Hilary Egan Patrick Emami Kevin R. Fiedler Nicholas Fisher Stephen M. Frank Steven Goldy Zachary J. Grey Grace Guinan Malik Hassanaly Ryan N. King Rawad El Kontar Galen Maclaurin Richard Macwan Sakshi Mishra Farzam Mohammadi Matthew J. Olszta Pavlo Pinchuk Addison Salvador Saumya Sinha Michelle A. Smeaton Steven R. Spurgeon Karen Stengel Garritt J. Tucker Venkatesh Venkataramanan Jean-Simon Venne Brian C. Wyatt Ahmed S. Zamzam Xiangyu Zhang 0010