An information field theory approach to Bayesian state and parameter estimation in dynamical systems.

Kairui Hao Ilias Bilionis

Published in: CoRR (2023)

Keyphrases

parameter estimation
dynamical systems
maximum likelihood
state space
markov random field
em algorithm
model selection
posterior distribution
nonlinear dynamical systems
least squares
differential equations
machine learning
prior knowledge
control theory
similarity measure