Uniform error estimates for artificial neural network approximations for heat equations

Lukas Gonon, Philipp Grohs, Arnulf Jentzen +2

Recently, artificial neural networks (ANNs) in conjunction with stochastic gradient descent optimization methods have been employed to approximately compute solutions of possibly r…