PDE-constrained Models with Neural Network Terms: Optimization and Global Convergence

18 May 2021

Papers citing "PDE-constrained Models with Neural Network Terms: Optimization and Global Convergence"

3 / 3 papers shown

Title
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences Samuel Chun-Hei Lam Justin A. Sirignano K. Spiliopoulos 14 2 0 28 Aug 2023
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 172 756 0 13 Mar 2020
hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition E. Kharazmi Zhongqiang Zhang George Karniadakis 117 508 0 11 Mar 2020