Stabilized Neural Ordinary Differential Equations for Long-Time Forecasting of Dynamical Systems.
Alec J. LinotJoshua W. BurbyQi TangPrasanna BalaprakashMichael D. GrahamRomit MaulikPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- ordinary differential equations
- differential equations
- dynamic systems
- phase space
- mathematical modeling
- nonlinear dynamical systems
- neural network
- linear systems
- numerical solution
- qualitative simulation
- partial differential equations
- genetic regulatory networks
- state space
- numerical methods
- predictive state representations
- sufficient conditions
- probabilistic model
- high dimensional
- image processing
- artificial intelligence