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20172026
most citedUniform error estimates for artificial neural network approximations for heat equations

31 citations · 152 across the 38 of their papers we have counts for

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math.NA2026

Random Neural Network Expressivity for Non-Linear Partial Differential Equations

Muhammed Ali Mehmood, Lukas Gonon

Neural networks with randomly generated hidden weights (RaNNs) have been extensively studied, both as a standalone learning method and as an initialization for fully trainable deep…