Physics-Informed Neural Network Lyapunov Functions: PDE Characterization, Learning, and Verification.
Jun LiuYiming MengMaxwell FitzsimmonsRuikun ZhouPublished in: CoRR (2023)
Keyphrases
- neural network
- learning process
- learning tasks
- learning algorithm
- incremental learning
- feedforward neural networks
- learning rules
- reinforcement learning
- inductive inference
- online learning
- learning systems
- prior knowledge
- neural nets
- active learning
- artificial neural networks
- artificial intelligence
- genetic algorithm