Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers.
Samuel ChevalierJochen StiasnySpyros ChatzivasileiadisPublished in: L4DC (2022)
Keyphrases
- dynamical systems
- dynamic systems
- differential equations
- neural network
- dynamical behavior
- nonlinear dynamics
- network architecture
- state space
- phase space
- computer science
- nonlinear dynamical systems
- dynamical models
- linear systems
- discrete event
- artificial intelligence
- agent environment
- real time
- spatio temporal
- predictive state representations
- qualitative differential equations