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Mikhail A. Akhukov

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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About Optimal Loss Function for Training Physics-Informed Neural Networks Under Respecting Causality

Number of pages: 22 Posted: 17 Apr 2023
Vasiliy Alekseevich Es'kin, Danil V. Davydov, Ekaterina D. Egorova, Alexey O. Malkhanov, Mikhail A. Akhukov and Mikhail E. Smorkalov
Lobachevsky State University of Nizhny Novgorod, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Skolkovo Institute of Science and Technology
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Abstract:

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Deep learning, Physics-informed neural networks, Partial differential equations, Predictive modeling, Computational physics