most citedDeformation-Invariant Neural Network and Its Applications in Distorted Image Restoration and Analysis

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2026

Structure-Preserving Neural Surrogates with Tractable Uncertainty Quantification

Handi Zhang, Adrienne M. Propp, Brooks Kinch +2

Recent advances in scientific machine learning provide a means of near-real-time solution to partial differential equations (PDEs), but lack the theoretical underpinnings of conven…