Learning about structural errors in models of complex dynamical systems.

Jinlong Wu Matthew E. Levine Tapio Schneider Andrew M. Stuart

Published in: J. Comput. Phys. (2024)

Keyphrases

dynamical systems
predictive state representations
latent variable models
prior knowledge
learning problems
reinforcement learning methods

complex systems
reinforcement learning
probabilistic model
dynamic systems
differential equations

hidden variables
qualitative models
qualitative simulation
phase space
learning algorithm

dynamic bayesian networks
partial differential equations
ordinary differential equations
connectionist networks
dynamical models