DOE OSTI · code-110346
Autonomous MultiScale Library
Abstract
AMSLib provides infrastructure to tightly couple multi-scale physics simulation code with ML surrogate model inference. It provides a wholistic runtime execution paradigm to supports uncertainty quantification, surrogate model inference, persistent data storing throughout the execution of a simulation.
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Bhatia, Harsh, Patki, TapasyaA, Brink, Stephanie, Pottier, LoicE, Stitt, ThomasM, Parasyris, Konstantinos, Milroy, DanielJ, Laney, DanielE, Blake, RobertC, Yeom, Jae-Seung, Bremer, Peer-Timo, Doutriaux, Charles. 2023-05-01. Autonomous MultiScale Library. https://doi.org/10.11578/dc.20230721.1
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