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cs.LG2024
Robust Fourier Neural Networks
Halyun Jeong, Jihun Han
Fourier embedding has shown great promise in removing spectral bias during neural network training. However, it can still suffer from high generalization errors, especially when th…
math.NA2024★ 2 cited
Stochastic approach for elliptic problems in perforated domains
Jihun Han, Yoonsang Lee
A wide range of applications in science and engineering involve a PDE model in a domain with perforations, such as perforated metals or air filters. Solving such perforated domain…