Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems.
Alec J. LinotJoshua W. BurbyQi TangPrasanna BalaprakashMichael D. GrahamRomit MaulikPublished in: J. Comput. Phys. (2023)
Keyphrases
- dynamical systems
- ordinary differential equations
- differential equations
- dynamic systems
- mathematical modeling
- phase space
- numerical solution
- qualitative simulation
- state space
- linear systems
- genetic regulatory networks
- neural network
- predictive state representations
- nonlinear dynamical systems
- qualitative reasoning
- numerical methods
- state variables
- partial differential equations
- multi agent
- multiscale
- bayesian networks
- computer vision