Rare switching events in non-stationary systems
Nils B. Becker, Pieter Rein ten Wolde

TL;DR
This paper explores how to extend the concept of transition rates between metastable states to non-stationary and memory-dependent physical systems, providing microscopic expressions for measuring these rates.
Contribution
It introduces a framework for defining and measuring time-dependent and history-dependent transition rates in non-stationary systems.
Findings
Identifies regimes where time-dependent rates are meaningful
Provides microscopic formulas for measuring rates
Extends metastable state transition theory to non-stationary systems
Abstract
Physical systems with many degrees of freedom can often be understood in terms of transitions between a small number of metastable states. For time-homogeneous systems with short-term memory these transitions are fully characterized by a set of rate constants. We consider the question how to extend such a coarse-grained description to non-stationary systems and to systems with finite memory. We identify the physical regimes in which time-dependent rates are meaningful, and state microscopic expressions that can be used to measure both externally time-dependent and history-dependent rates in microscopic simulations.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
