Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models

Steven Atkinson, Yiming Zhang, Liping Wang. Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models. 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]

Authors

Steven Atkinson

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Yiming Zhang

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Liping Wang

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