Machine Learning Approaches for the Solution of the Riemann Problem in Fluid Dynamics: a Case Study

Author:

Gyrya Vitaly,Shashkov Mikhail,Skurikhin Alexei,Tokareva SvetlanaORCID

Funder

U.S. Department of Energy

Publisher

Springer Science and Business Media LLC

Subject

Computational Mathematics,Applied Mathematics

Reference45 articles.

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4. Bar-Sinai, Y., Hoyer, S., Hickey, J., Brenner, M.P.: Learning data-driven discretizations for partial differential equations. PNAS 116, 15344–15349 (2019)

5. Beck, C., E, W.N., Jentzen, A.: Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations. Journal of Nonlinear Science 29, 1563–1619 (2019)

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