Non-reversible lifts of reversible diffusion processes and relaxation times
Probability
2024-03-08 v3 Numerical Analysis
Analysis of PDEs
Numerical Analysis
Statistics Theory
Computation
Statistics Theory
Abstract
We propose a new concept of lifts of reversible diffusion processes and show that various well-known non-reversible Markov processes arising in applications are lifts in this sense of simple reversible diffusions. Furthermore, we introduce a concept of non-asymptotic relaxation times and show that these can at most be reduced by a square root through lifting, generalising a related result in discrete time. Finally, we demonstrate how the recently developed approach to quantitative hypocoercivity based on space-time Poincar\'e inequalities can be rephrased and simplified in the language of lifts and how it can be applied to find optimal lifts.
Keywords
Cite
@article{arxiv.2402.05041,
title = {Non-reversible lifts of reversible diffusion processes and relaxation times},
author = {Andreas Eberle and Francis Lörler},
journal= {arXiv preprint arXiv:2402.05041},
year = {2024}
}
Comments
Fixed error in Section 5. 30 pages