Long-term memory induced correction to Arrhenius law
arXiv:2406.04720 · doi:10.1038/s41467-024-50938-1
Abstract
The Kramers escape problem is a paradigmatic model for the kinetics of rare events, which are usually characterized by Arrhenius law. So far, analytical approaches have failed to capture the kinetics of rare events in the important case of non-Markovian processes with long-term memory, as occurs in the context of reactions involving proteins, long polymers, or strongly viscoelastic fluids. Here, based on a minimal model of non-Markovian Gaussian process with long-term memory, we determine quantitatively the mean FPT to a rare configuration and provide its asymptotics in the limit of a large energy barrier . Our analysis unveils a correction to Arrhenius law, induced by long-term memory, which we determine analytically. This correction, which we show can be quantitatively significant, takes the form of a second effective energy barrier and captures the dependence of rare event kinetics on initial conditions, which is a hallmark of long-term memory. Altogether, our results quantify the impact of long-term memory on rare event kinetics, beyond Arrhenius law.
7 pages (main text) + 9 pages (SI)
References in corpus (23)
- Persistence and First-Passage Properties in Non-equilibrium Systems
- A Langevin Approach to Stock Market Fluctuations and Crashes
- Viscoelastic subdiffusion: from anomalous to normal
- Computation of extreme heat waves in climate models using a large deviation algorithm
- Mean first-passage times of non-Markovian random walkers in confinement
- Generalisation of the Eyring-Kramers transition rate formula to irreversible diffusion processes
- Return interval distribution of extreme events and long term memory
- Disease extinction in the presence of non-Gaussian noise
- Population extinction in a fluctuating environment
- Cyclization of a Polymer: A First Passage Problem for a Non-Markovian Process
- Anomalous escape governed by thermal 1/f noise
- Kramers escape driven by fractional Brownian motion
- Generalized Langevin Equation Formulation for Anomalous Polymer Dynamics
- Fluid viscoelasticity triggers fast transitions of a Brownian particle in a double well optical potential
- The Maximum of a Fractional Brownian Motion: Analytic Results from Perturbation Theory
- Imperfect Diffusion-Controlled Reactions
- Fluctuations and correlations in chemical reaction kinetics and population dynamics
- Survival probability of stochastic processes beyond persistence exponents
- Pickands' constant at first order in an expansion around Brownian motion
- Minimum Action Path theory reveals the details of stochastic biochemical transitions out of oscillatory cellular states
- Monomer dynamics of a wormlike chain
- The influence of absorbing boundary conditions on the transition path times statistics
- Kinetics of rare events for non-Markovian stationary processes and application to polymer dynamics