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20122023
most citedPINN Training using Biobjective Optimization: The Trade-off between Data Loss and Residual Loss

31 citations · 101 across the 13 of their papers we have counts for

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math.NA2023★ 1 cited

Deep smoothness WENO scheme for two-dimensional hyperbolic conservation laws: A deep learning approach for learning smoothness indicators

Tatiana Kossaczká, Ameya D. Jagtap, Matthias Ehrhardt

In this paper, we introduce an improved version of the fifth-order weighted essentially non-oscillatory (WENO) shock-capturing scheme by incorporating deep learning techniques. The…