Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling.
Franck DjeumouCyrus NearyEric GoubaultSylvie PutotUfuk TopcuPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- neural network
- nonlinear dynamical systems
- dynamic systems
- differential equations
- dynamical models
- qualitative simulation
- linear systems
- physical processes
- state space
- predictive state representations
- phase space
- control theory
- nonlinear dynamics
- linear dynamical systems
- partially observable
- dynamical behavior
- agent environment
- initial conditions