Exactly conservative physics-informed neural networks and deep operator networks for dynamical systems.
Elsa Dos Cardoso-BihloAlex BihloPublished in: CoRR (2023)
Keyphrases
- dynamical systems
- neural network
- differential equations
- connectionist networks
- nonlinear dynamical systems
- state space
- nonlinear dynamics
- control theory
- phase space
- dynamic systems
- linear systems
- network structure
- partially observable
- dynamical models
- dynamical behavior
- predictive state representations
- qualitative simulation
- agent environment
- complex systems
- dynamic programming