AI RESEARCH
Deep neural networks with ReLU, leaky ReLU, and softplus activation provably overcome the curse of dimensionality for Kolmogorov partial differential equations with Lipschitz nonlinearities in the $L^p$-sense
arXiv CS.LG
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ArXi:2309.13722v3 Announce Type: replace-cross Recently, several deep learning (DL) methods for approximating high-dimensional partial differential equations (PDEs) have been proposed.