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Francis J. Alexander

Argonne National Laboratory

25H-index
115Paper Count
2.8KCitation Count
Published Papers 15
Publication Date
Reinforcement learning closures for underresolved partial differential equations using synthetic data
err2026-01-22
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PREAI
errLothar Heimbach; Sebastian Kaltenbach; Petr Karnakov; Francis J. Alexander; Petros Koumoutsakos
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Multi-objective latent space optimization of generative molecular design models
err2024-10-01
err1
errOAAI
errAbeer, A. N. M. Nafiz; Urban, Nathan M.; Weil, M. Ryan; Alexander, Francis J.; Yoon, Byung-Jun
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Accelerating scientific discoveries through data-driven innovations
err2023-11-01
err0
errOAAI
errAlexander, Francis J.; Lin, Meifeng; Qian, Xiaoning; Yoon, Byung-Jun
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Optimal decision-making in high-throughput virtual screening pipelines
err2023-11-01
err1
errOAAI
errWoo, Hyun-Myung; Qian, Xiaoning; Tan, Li; Jha, Shantenu; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun
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A rigorous uncertainty-aware quantification framework is essential for reproducible and replicable machine learning workflows
err2023-01-01
err3
errOAAI
errPouchard, Line; Reyes, Kristofer G.; Alexander, Francis J.; Yoon, Byung-Jun
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Robust importance sampling for error estimation in the context of optimal Bayesian transfer learning
err2022-03-01
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errOAAI
errMaddouri, Omar; Qian, Xiaoning; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun
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Co-design Center for Exascale Machine Learning Technologies (ExaLearn)
err2021-09-27
err11
errOAAI
errAlexander, Francis J.; Ang, James; Bilbrey, Jenna A.; Balewski, Jan; Casey, Tiernan; Chard, Ryan; Choi, Jong; Choudhury, Sutanay; Debusschere, Bert; DeGennaro, Anthony M.; Dryden, Nikoli; Ellis, J. Austin; Foster, Ian; Cardona, Cristina Garcia; Ghosh, Sayan; Harrington, Peter; Huang, Yunzhi; Jha, Shantenu; Johnston, Travis; Kagawa, Ai; Kannan, Ramakrishnan; Kumar, Neeraj; Liu, Zhengchun; Maruyama, Naoya; Matsuoka, Satoshi; McCarthy, Erin; Mohd-Yusof, Jamaludin; Nugent, Peter; Oyama, Yosuke; Proffen, Thomas; Pugmire, David; Rajamanickam, Sivasankaran; Ramakrishniah, Vinay; Schram, Malachi; Seal, Sudip K.; Sivaraman, Ganesh; Sweeney, Christine; Tan, Li; Thakur, Rajeev; Van Essen, Brian; Ward, Logan; Welch, Paul; Wolf, Michael; Xantheas, Sotiris S.; Yager, Kevin G.; Yoo, Shinjae; Yoon, Byung-Jun
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Exascale applications: skin in the game
err2020-01-20
err83
errOAAI
errAlexander, Francis; Almgren, Ann; Bell, John; Bhattacharjee, Amitava; Chen, Jacqueline; Colella, Phil; Daniel, David; DeSlippe, Jack; Diachin, Lori; Draeger, Erik; Dubey, Anshu; Dunning, Thom; Evans, Thomas; Foster, Ian; Francois, Marianne; Germann, Tim; Gordon, Mark; Habib, Salman; Halappanavar, Mahantesh; Hamilton, Steven; Hart, William; Huang, Zhenyu (Henry); Hungerford, Aimee; Kasen, Daniel; Kent, Paul R. C.; Kolev, Tzanio; Kothe, Douglas B.; Kronfeld, Andreas; Luo, Ye; Mackenzie, Paul; McCallen, David; Messer, Bronson; Mniszewski, Sue; Oehmen, Chris; Perazzo, Amedeo; Perez, Danny; Richards, David; Rider, William J.; Rieben, Rob; Roche, Kenneth; Siegel, Andrew; Sprague, Michael; Steefel, Carl; Stevens, Rick; Syamlal, Madhava; Taylor, Mark; Turner, John; Vay, Jean-Luc; Voter, Artur F.; Windus, Theresa L.; Yelick, Katherine
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Efficient gHMC Reconstruction of Contaminant Release History
err2019-10-11
err8
errOAAI
errBarajas-Solano, David A.; Alexander, Francis J.; Anghel, Marian; Tartakovsky, Daniel M.
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Perspective: Codesign for materials science: An optimal learning approach
err2016-04-07
err23
errOAAI
errLookman, Turab; Alexander, Francis J.; Bishop, Alan R.
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Noise propagation in hybrid models of nonlinear systems: The Ginzburg-Landau equation
err2014-04-01
err13
PREAI
errTaverniers, Soren; Alexander, Francis J.; Tartakovsky, Daniel M.
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