Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws

Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia. Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws. In Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler Hesser, editors, Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021. Volume 2964 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Abstract

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