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20172024
most citedDerivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

48 citations · 53 across the 6 of their papers we have counts for

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Showing 2022 · stat.MLShow all

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stat.ML2022

GenMod: A generative modeling approach for spectral representation of PDEs with random inputs

Jacqueline Wentz, Alireza Doostan

We propose a method for quantifying uncertainty in high-dimensional PDE systems with random parameters, where the number of solution evaluations is small. Parametric PDE solutions…