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08/05/2021
Redatuming physical systems using symmetric autoencoders
This paper considers physical systems described by hidden states and ind...
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06/02/2021
Accurate and Robust Deep Learning Framework for Solving Wave-Based Inverse Problems in the Super-Resolution Regime
We propose an end-to-end deep learning framework that comprehensively so...
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11/24/2020
Wide-band butterfly network: stable and efficient inversion via multi-frequency neural networks
We introduce an end-to-end deep learning architecture called the wide-ba...
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09/03/2019
L-Sweeps: A scalable, parallel preconditioner for the high-frequency Helmholtz equation
We present the first fast solver for the high-frequency Helmholtz equati...
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09/03/2018