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

no code implementations • 18 May 2021 • Justin Sirignano, Jonathan MacArt, Konstantinos Spiliopoulos

Recent research has used deep learning to develop partial differential equation (PDE) models in science and engineering.