On the relation between gradient flows and the large-deviation principle, with applications to Markov chains and diffusion

A Mielke, MA Peletier, DRM Renger - Potential Analysis, 2014 - Springer
Motivated by the occurrence in rate functions of time-dependent large-deviation principles,
we study a class of non-negative functions ℒ that induce a flow, given by ℒ (ρ t, ρ ̇ t)= 0 …

Jump processes as generalized gradient flows

MA Peletier, R Rossi, G Savaré, O Tse - Calculus of Variations and Partial …, 2022 - Springer
We have created a functional framework for a class of non-metric gradient systems. The
state space is a space of nonnegative measures, and the class of systems includes the …

Large deviations and dynamical phase transitions in stochastic chemical networks

A Lazarescu, T Cossetto, G Falasco… - The Journal of Chemical …, 2019 - pubs.aip.org
Chemical reaction networks offer a natural nonlinear generalization of linear Markov jump
processes on a finite state-space. In this paper, we analyze the dynamical large deviations …

A generalization of Onsager's reciprocity relations to gradient flows with nonlinear mobility

A Mielke, DRM Renger, MA Peletier - Journal of Non-Equilibrium …, 2016 - degruyter.com
Abstract Onsager's 1931 “reciprocity relations” result connects microscopic time reversibility
with a symmetry property of corresponding macroscopic evolution equations. Among the …

The fourth law of thermodynamics: steepest entropy ascent

GP Beretta - … Transactions of the Royal Society A, 2020 - royalsocietypublishing.org
When thermodynamics is understood as the science (or art) of constructing effective models
of natural phenomena by choosing a minimal level of description capable of capturing the …

An entropic gradient structure for Lindblad equations and couplings of quantum systems to macroscopic models

M Mittnenzweig, A Mielke - Journal of Statistical Physics, 2017 - Springer
We show that all Lindblad operators (ie, generators of quantum Markov semigroups) on a
finite-dimensional Hilbert space satisfying the detailed balance condition with respect to the …

Exploring families of energy-dissipation landscapes via tilting: three types of EDP convergence

A Mielke, A Montefusco, MA Peletier - Continuum Mechanics and …, 2021 - Springer
We introduce two new concepts of convergence of gradient systems (Q, E _ ε, R _ ε)(Q, E ε,
R ε) to a limiting gradient system (Q, E _0, R _0)(Q, E 0, R 0). These new concepts are called …

An introduction to the analysis of gradients systems

A Mielke - arXiv preprint arXiv:2306.05026, 2023 - arxiv.org
The present notes provide an extended version of a small lecture course given at the
Humboldt Universit\" at zu Berlin in the Winter Term 2022/23 (of 36 hours). The material …

Quantification of coarse-graining error in Langevin and overdamped Langevin dynamics

MH Duong, A Lamacz, MA Peletier, A Schlichting… - …, 2018 - iopscience.iop.org
In molecular dynamics and sampling of high dimensional Gibbs measures coarse-graining
is an important technique to reduce the dimensionality of the problem. We will study and …

A Regularized Dean--Kawasaki Model: Derivation and Analysis

F Cornalba, T Shardlow, J Zimmer - SIAM Journal on Mathematical Analysis, 2019 - SIAM
The Dean--Kawasaki model consists of a nonlinear stochastic partial differential equation
featuring a conservative, multiplicative, stochastic term with non-Lipschitz coefficient, driven …