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Learning Composable Energy Surrogates for PDE Order Reduction

Learning Composable Energy Surrogates for PDE Order Reduction

Alex Beatson
Jordan T. Ash
Geoffrey Roeder
Tianju Xue
Ryan P. Adams
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Papers citing "Learning Composable Energy Surrogates for PDE Order Reduction"

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Title
Fast PDE-constrained optimization via self-supervised operator learning
Fast PDE-constrained optimization via self-supervised operator learning
Sifan Wang
Mohamed Aziz Bhouri
P. Perdikaris
34
28
0
25 Oct 2021
Gone Fishing: Neural Active Learning with Fisher Embeddings
Gone Fishing: Neural Active Learning with Fisher Embeddings
Jordan T. Ash
Surbhi Goel
A. Krishnamurthy
Sham Kakade
13
86
0
17 Jun 2021