{ "id": "2404.01286", "version": "v2", "published": "2024-04-01T17:56:28.000Z", "updated": "2024-04-02T17:27:36.000Z", "title": "Beyond Linear Response: Equivalence between Thermodynamic Geometry and Optimal Transport", "authors": [ "Adrianne Zhong", "Michael R. DeWeese" ], "comment": "Typos corrected. 7 pages, 2 figures main text; 7 pages, 2 figures SI. Comments welcome", "categories": [ "cond-mat.stat-mech" ], "abstract": "A fundamental result of thermodynamic geometry is that the optimal, minimal-work protocol that drives a nonequilibrium system between two thermodynamic states in the slow-driving limit is given by a geodesic of the friction tensor, a Riemannian metric defined on control space. For overdamped dynamics in arbitrary dimensions, we demonstrate that thermodynamic geometry is equivalent to $L^2$ optimal transport geometry defined on the space of equilibrium distributions corresponding to the control parameters. We show that obtaining optimal protocols past the slow-driving or linear response regime is computationally tractable as the sum of a friction tensor geodesic and a counterdiabatic term related to the Fisher information metric. These geodesic-counterdiabatic optimal protocols are exact for parameteric harmonic potentials, reproduce the surprising non-monotonic behavior recently discovered in linearly-biased double well optimal protocols, and explain the ubiquitous discontinuous jumps observed at the beginning and end times.", "revisions": [ { "version": "v2", "updated": "2024-04-02T17:27:36.000Z" } ], "analyses": { "keywords": [ "thermodynamic geometry", "equivalence", "obtaining optimal protocols past", "parameteric harmonic potentials", "linear response regime" ], "note": { "typesetting": "TeX", "pages": 7, "language": "en", "license": "arXiv", "status": "editable" } } }