Physics guided neural networks for spatio-temporal super-resolution of turbulent flows

Tianshu Bao, Shengyu Chen, Taylor T. Johnson, Peyman Givi, Shervin Sammak, Xiaowei Jia. Physics guided neural networks for spatio-temporal super-resolution of turbulent flows. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 118-128, PMLR, 2022. [doi]

Authors

Tianshu Bao

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Shengyu Chen

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Taylor T. Johnson

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Peyman Givi

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Shervin Sammak

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Xiaowei Jia

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