Error estimation for physics-informed neural networks with implicit Runge-Kutta methods

10 January 2024

Papers citing "Error estimation for physics-informed neural networks with implicit Runge-Kutta methods"

3 / 3 papers shown

Title
Certified machine learning: A posteriori error estimation for physics-informed neural networks Birgit Hillebrecht B. Unger PINN 45 15 0 31 Mar 2022
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators Lu Lu Pengzhan Jin George Karniadakis 200 2,108 0 08 Oct 2019
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 148 2,796 0 20 Feb 2015