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20202026
most citedResidual-based error correction for neural operator accelerated infinite-dimensional Bayesian inverse problems

33 citations · 44 across the 8 of their papers we have counts for

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cs.LG2025

Derivative-Informed Fourier Neural Operator: Universal Approximation and Applications to PDE-Constrained Optimization

Boyuan Yao, Dingcheng Luo, Lianghao Cao +3

We present approximation theories and efficient training methods for derivative-informed Fourier neural operators (DIFNOs) with applications to PDE-constrained optimization. A DIFN…