Search Results for author: Catherine H Crawford

Found 1 papers, 0 papers with code

Spectral PINNs: Fast Uncertainty Propagation with Physics-Informed Neural Networks

no code implementations NeurIPS Workshop DLDE 2021 Björn Lütjens, Catherine H Crawford, Mark Veillette, Dava Newman

We aim to quickly quantify the impact of uncertain parameters onto the solution of a PDE - that is - we want to perform fast uncertainty propagation.

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