Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling.
Franck DjeumouCyrus NearyEric GoubaultSylvie PutotUfuk TopcuPublished in: L4DC (2022)
Keyphrases
- dynamical systems
- neural network
- nonlinear dynamical systems
- dynamical models
- dynamic systems
- differential equations
- linear systems
- phase space
- nonlinear dynamics
- agent environment
- control theory
- state space
- predictive state representations
- linear dynamical systems
- partially observable
- dynamical behavior
- partially observable markov decision processes
- complex systems