Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems.
Abishek ThangamuthuGunjan KumarSuresh BishnoiRavinder BhattooN. M. Anoop KrishnanSayan RanuPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- neural network
- differential equations
- dynamic systems
- nonlinear dynamical systems
- state space
- phase space
- control theory
- nonlinear dynamics
- weighted graph
- qualitative simulation
- agent environment
- linear systems
- dynamical behavior
- predictive state representations
- partially observable
- control law
- semi supervised