Uncertainty Quantification for Markov Processes via Variational Principles and Functional Inequalities

Jeremiah Birrell, Luc Rey-Bellet

Information-theory based variational principles have proven effective at providing scalable uncertainty quantification (i.e. robustness) bounds for quantities of interest in the pr…