116 citations · 387 across the 27 of their papers we have counts for
Showing 2019 · physics.comp-phShow all
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physics.comp-ph2019★ 10 cited
Solving Inverse Wave Scattering with Deep Learning
Yuwei Fan, Lexing Ying
This paper proposes a neural network approach for solving two classical problems in the two-dimensional inverse wave scattering: far field pattern problem and seismic imaging. The…
physics.comp-ph2019★ 10 cited
Solving Optical Tomography with Deep Learning
Yuwei Fan, Lexing Ying
This paper presents a neural network approach for solving two-dimensional optical tomography (OT) problems based on the radiative transfer equation. The mathematical problem of OT…
physics.comp-ph2019★ 116 cited
Solving Electrical Impedance Tomography with Deep Learning
Yuwei Fan, Lexing Ying
This paper introduces a new approach for solving electrical impedance tomography (EIT) problems using deep neural networks. The mathematical problem of EIT is to invert the electri…