DeepGreen: Deep Learning of Green's Functions for Nonlinear Boundary Value Problems.
Craig R. GinDaniel E. SheaSteven L. BruntonJ. Nathan KutzPublished in: CoRR (2021)
Keyphrases
- deep learning
- boundary value problem
- differential equations
- boundary conditions
- numerical solution
- unsupervised learning
- partial differential equations
- unsupervised feature learning
- machine learning
- weakly supervised
- variational inequalities
- mental models
- data mining
- learning strategies
- object detection
- input image
- feature space
- pattern recognition
- continuous functions