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20192025
most citedQuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data Compression

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cs.LG2025

In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization

Cooper Simpson, Stephen Becker, Alireza Doostan

Focusing on implicit neural representations, we present a novel in situ training protocol that employs limited memory buffers of full and sketched data samples, where the sketched…