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20202023
most citedAccurate and Robust Deep Learning Framework for Solving Wave-Based Inverse Problems in the Super-Resolution Regime

3 citations · 3 across the 4 of their papers we have counts for

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Showing 2021Show all

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physics.comp-ph2021

Redatuming physical systems using symmetric autoencoders

Pawan Bharadwaj, Matthew Li, Laurent Demanet

This paper considers physical systems described by hidden states and indirectly observed through repeated measurements corrupted by unmodeled nuisance parameters. A network-based r…

math.NA2021★ 3 cited

Accurate and Robust Deep Learning Framework for Solving Wave-Based Inverse Problems in the Super-Resolution Regime

Matthew Li, Laurent Demanet, Leonardo Zepeda-Núñez

We propose an end-to-end deep learning framework that comprehensively solves the inverse wave scattering problem across all length scales. Our framework consists of the newly intro…