Structural Inference of Networked Dynamical Systems with Universal Differential Equations.
James KochZhao ChenAaron TuorJán DrgonaDraguna L. VrabiePublished in: CoRR (2022)
Keyphrases
- dynamical systems
- differential equations
- dynamic systems
- boundary value problem
- numerical solution
- control theory
- numerical methods
- ordinary differential equations
- state space
- initial conditions
- phase space
- agent environment
- linear systems
- nonlinear dynamical systems
- qualitative simulation
- nonlinear differential equations
- bayesian inference
- predictive state representations
- random fields
- objective function
- machine learning