58 citations · 216 across the 16 of their papers we have counts for
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cs.LG2022★ 9 cited
Transformer Meets Boundary Value Inverse Problems
Ruchi Guo, Shuhao Cao, Long Chen
A Transformer-based deep direct sampling method is proposed for electrical impedance tomography, a well-known severely ill-posed nonlinear boundary value inverse problem. A real-ti…
cs.LG2021★ 58 cited
Choose a Transformer: Fourier or Galerkin
Shuhao Cao
In this paper, we apply the self-attention from the state-of-the-art Transformer in Attention Is All You Need for the first time to a data-driven operator learning problem related…