Space-time error estimates for deep neural network approximations for differential equations

Philipp Grohs, Fabian Hornung, Arnulf Jentzen +1

Over the last few years deep artificial neural networks (DNNs) have very successfully been used in numerical simulations for a wide variety of computational problems including comp…