Physics-informed nonlinear vector autoregressive models for the prediction of dynamical systems.
James H. AdlerSamuel HockingXiaozhe HuShafiqul IslamPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- dynamical models
- dynamical behavior
- past observations
- probabilistic model
- nonlinear dynamical systems
- differential equations
- nonlinear dynamics
- linear systems
- predictive state representations
- dynamic systems
- difference equations
- ordinary differential equations
- temporal data
- image processing
- autoregressive
- non stationary
- state space
- dynamic programming
- bayesian networks