Accelerating, to some extent, the -spin dynamics
arXiv:2204.14055 · doi:10.1103/PhysRevE.105.054137
Abstract
We consider a detailed-balance violating dynamics whose stationary state is a prescribed Boltzmann distribution. Such dynamics have been shown to be faster than any equilibrium counterpart. We quantify the gain in convergence speed for a system whose energy landscape displays one, and then an infinite number of, energy barriers. In the latter case, we work with the mean-field disordered -spin, and show that the convergence to equilibrium or to the nonergodic phase is accelerated, both during the and -relaxation stages. An interpretation in terms of trajectories in phase space and of an accidental fluctuation-dissipation theorem is provided.
arXiv comment18 pages
References in corpus (27)
- Simulated Tempering: A New Monte Carlo Scheme
- Analytical Solution of the Off-Equilibrium Dynamics of a Long Range Spin-Glass Model
- Spin-Glass Theory for Pedestrians
- Models and algorithms for the next generation of glass transition studies
- Nonequilibrium glass transitions in driven and active matter
- Two-time scales, two-temperature scenario for nonlinear rheology
- Fast Monte Carlo algorithm for supercooled soft spheres
- Spontaneous and induced dynamic correlations in glass-formers II: Model calculations and comparison to numerical simulations
- Equilibrium sampling of hard spheres up to the jamming density and beyond
- Markov Chain Monte Carlo Method without Detailed Balance
- Irreversible Monte Carlo Algorithms for Efficient Sampling
- Generalisation of the Eyring-Kramers transition rate formula to irreversible diffusion processes
- Optimal non-reversible linear drift for the convergence to equilibrium of a diffusion
- Variance Reduction using Nonreversible Langevin Samplers
- Accelerating diffusions
- Dynamics within metastable states in a mean-field spin glass
- Glassy behaviour in disordered systems with non-relaxational dynamics
- Irreversible Langevin samplers and variance reduction: a large deviation approach
- Violation of detailed balance accelerates relaxation
- The dynamics of the spherical p-spin model: from microscopic to asymptotics
- Irreversible local Markov chains with rapid convergence towards equilibrium
- Dynamical Instantons and Activated Processes in Mean-Field Glass Models
- Relaxation dynamics of the Ising -spin disordered model with finite number of variables
- Mathematical understanding of detailed balance condition violation and its application to Langevin dynamics
- The p-spin spherical spin glass model
- Barriers, trapping times and overlaps between local minima in the dynamics of the disordered Ising -spin Model
- Stochastic dynamics without detailed balance condition connecting simple gradient method and Hamiltonian Monte Carlo
Cited by in corpus (7)
- Multiple quantum Mpemba effect: exceptional points and oscillations
- Sampling efficiency of transverse forces in dense liquids
- Thermodynamic bounds on spectral perturbations, with applications to oscillations and relaxation dynamics
- Irreversible Boltzmann samplers in dense liquids: weak-coupling approximation and mode-coupling theory
- Transverse forces and glassy liquids in infinite dimensions
- Clever algorithms for glasses work by time reparametrization
- Controlling the Glass Transition through Active Fluctuating Interactions