Non-commutative calculus, optimal transport and functional inequalities in dissipative quantum systems

EA Carlen, J Maas - Journal of Statistical Physics, 2020 - Springer
We study dynamical optimal transport metrics between density matrices associated to
symmetric Dirichlet forms on finite-dimensional C^* C∗-algebras. Our setting covers …

Cutoff for non-negatively curved Markov chains

J Salez - Journal of the European Mathematical Society, 2023 - ems.press
Abstract Discovered by Aldous, Diaconis and Shahshahani in the context of card shuffling,
the cutoff phenomenon has since then been established for a variety of Markov chains …

Metric measure spaces and synthetic Ricci bounds: fundamental concepts and recent developments

KT Sturm - European Congress of Mathematics, 2023 - ems.press
Metric measure spaces with synthetic Ricci bounds have attracted great interest in recent
years, accompanied by spectacular breakthroughs and deep new insights. In this survey, I …

[HTML][HTML] Ollivier Ricci curvature for general graph Laplacians: heat equation, Laplacian comparison, non-explosion and diameter bounds

F Münch, RK Wojciechowski - Advances in Mathematics, 2019 - Elsevier
Discrete time random walks on a finite set naturally translate via a one-to-one
correspondence to discrete Laplace operators. Typically, Ollivier curvature has been …

Quantum Talagrand, KKL and Friedgut's theorems and the learnability of quantum Boolean functions

C Rouzé, M Wirth, H Zhang - Communications in Mathematical Physics, 2024 - Springer
We extend three related results from the analysis of influences of Boolean functions to the
quantum setting, namely the KKL theorem, Friedgut's Junta theorem and Talagrand's …

Relating relative entropy, optimal transport and Fisher information: a quantum HWI inequality

N Datta, C Rouzé - Annales Henri Poincaré, 2020 - Springer
Quantum Markov semigroups characterize the time evolution of an important class of open
quantum systems. Studying convergence properties of such a semigroup and determining …

Complete logarithmic Sobolev inequalities via Ricci curvature bounded below

M Brannan, L Gao, M Junge - Advances in Mathematics, 2022 - Elsevier
We prove that for a symmetric Markov semigroup, Ricci curvature bounded from below by a
non-positive constant combined with a finite L∞-mixing time implies the modified log …

Characterizations of Forman curvature

J Jost, F Münch - arXiv preprint arXiv:2110.04554, 2021 - arxiv.org
We characterize Forman curvature lower bounds via contractivity of the Hodge Laplacian
semigroup. We prove that Ollivier and Forman curvature coincide on edges when …

A noncommutative transport metric and symmetric quantum Markov semigroups as gradient flows of the entropy

M Wirth - arXiv preprint arXiv:1808.05419, 2018 - arxiv.org
We study quantum Dirichlet forms and the associated symmetric quantum Markov
semigroups on noncommutative $ L^ 2$ spaces. It is known from the work of Cipriani and …

Contractive coupling rates and curvature lower bounds for Markov chains

F Pedrotti - arXiv preprint arXiv:2308.00516, 2023 - arxiv.org
Contractive coupling rates have been recently introduced by Conforti as a tool to establish
convex Sobolev inequalities (including modified log-Sobolev and Poincar\'{e} inequality) for …