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Dynamic Riemannian Geometry of the Ising Model

2015/10/22 by Grant M. Rotskoff, Gavin E. Crooks · 1 citation
Physics and Astronomy · #cond-mat.stat-mech

paper · pdf · doi:10.1103/physreve.92.060102

published as Phys. Rev. E 92, 060102 (2015) · 5 pages, 3 figures

arxiv created 2015/10/22 · arxiv updated 2015/12/23

Abstract

A general understanding of optimal control in non-equilibrium systems would illuminate the operational principles of biological and artificial nanoscale machines. Recent work has shown that a system driven out of equilibrium by a linear response protocol is endowed with a Riemannian metric related to generalized susceptibilities, and that geodesics on this manifold are the non-equilibrium control protocols with the lowest achievable dissipation. While this elegant mathematical framework has inspired numerous studies of exactly solvable systems, no description of the thermodynamic geometry yet exists when the metric cannot be derived analytically. Herein, we numerically construct the dynamic metric of the 2D Ising model in order to study optimal protocols for reversing the net magnetization.

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