Decomposing heterogeneous dynamical systems with graph neural networks.
Cédric AllierMagdalena C. SchneiderMichael InnerbergerLarissa HeinrichJohn A. BogovicStephan SaalfeldPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- neural network
- differential equations
- dynamic systems
- nonlinear dynamical systems
- phase space
- qualitative simulation
- control theory
- state space
- weighted graph
- partially observable
- nonlinear dynamics
- dynamical models
- predictive state representations
- qualitative differential equations
- dynamical behavior
- linear systems
- control law
- machine learning