PreprintCC BY 4.0arXiv
Reverse Transportation and Harnack Inequalities for Underdamped Langevin in the Non-convex Setting
Abstract
We establish a dimension-free long-time reverse transportation, respectively Harnack inequality for the underdamped Langevin dynamics with non-convex potential. Specifically, we prove that for any two initial points z,z' and Pt the underdamped Langevin semigroup, it holds KL(δz Pt|δz'Pt) ≤ Ce−χt|z−z'|(ℛ∨|z−z'|) for all t>δ where δ>0 is arbitrarily small and C=C(δ),ℛ,χ>0 are dimension free constants. In particular, our proof extends recent results which are restricted to either the convex underdamped or the non-convex but overdamped setting.
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BibTeX
@misc{habring2026reverse,
title = {{Reverse Transportation and Harnack Inequalities for Underdamped Langevin in the Non-convex Setting}},
author = {Andreas Habring and Laurenz Nagler},
howpublished = {arXiv},
year = {2026},
month = nov,
doi = {10.48550/arxiv.2611.02020},
eprint = {2611.02020},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2611.02020},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - Reverse Transportation and Harnack Inequalities for Underdamped Langevin in the Non-convex Setting
AU - Andreas Habring
AU - Laurenz Nagler
PY - 2026
DA - 2026/11/01
PB - arXiv
DO - 10.48550/arxiv.2611.02020
UR - https://arxiv.org/abs/2611.02020
AB - We establish a dimension-free long-time reverse transportation, respectively Harnack inequality for the underdamped Langevin dynamics with non-convex potential. Specifically, we prove that for any two initial points z,z' and P_t the underdamped Langevin semigroup, it holds KL(δ_z P_t|δ_z'P_t) ≤ Ce^−χt|z−z'|(ℛ∨|z−z'|) for all t>δ where δ>0 is arbitrarily small and C=C(δ),ℛ,χ>0 are dimension free constants. In particular, our proof extends recent results which are restricted to either the convex underdamped or the non-convex but overdamped setting.
ER -