Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems.
Abishek ThangamuthuGunjan KumarSuresh BishnoiRavinder BhattooN. M. Anoop KrishnanSayan RanuPublished in: NeurIPS (2022)
Keyphrases
- dynamical systems
- neural network
- dynamic systems
- differential equations
- control theory
- phase space
- qualitative simulation
- nonlinear dynamical systems
- linear systems
- dynamical behavior
- state space
- nonlinear dynamics
- partially observable
- partially observable markov decision processes
- radial basis function
- decision problems
- markov decision processes
- agent environment
- bayesian networks