Search Results for author: G A Pershing

Found 1 papers, 0 papers with code

CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations

no code implementations6 Jun 2022 Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, Yue Chang, G A Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun

We represent this reduced manifold using continuously differentiable neural fields, which may train on any and all available numerical solutions of the continuous system, even when they are obtained using diverse methods or discretizations.

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