Inferring entropy production rate from partially observed Langevin dynamics under coarse-graining

Abstract

A lower bound on the total entropy production rate is inferred from the time-irreversibility in partially observed and coarsed-grained systems operating far from equilibrium.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2022
Source ID
10.1039/d2cp03064k

Entities

People

  • Aishani Ghosal
  • Gili Bisker

Organizations

  • Air Force Office of Scientific Research
  • Army Research Office
  • European Research Council
  • Tel Aviv University

Tags

Readers

  • Calculus or Mathematical Analysis
  • Quantum Chemistry
  • Software Engineering

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms