Attention-enhanced neural differential equations for physics-informed deep learning of ion transport.
Danyal RehmanJohn H. LienhardPublished in: CoRR (2023)
Keyphrases
- differential equations
- deep learning
- dynamical systems
- unsupervised learning
- numerical solution
- machine learning
- unsupervised feature learning
- boundary value problem
- neural network
- mental models
- numerical methods
- ordinary differential equations
- deep architectures
- partial differential equations
- weakly supervised
- visual attention
- model selection