Threshold for everlasting initial memory in equilibration processes
J. S. Lee, Chulan Kwon, Hyunggyu Park

TL;DR
This paper demonstrates that in certain non-equilibrium conditions, the large deviation function of time-integrated quantities retains initial memory indefinitely, challenging the conventional exponential decay assumption.
Contribution
It introduces a finite threshold in Brownian dynamics beyond which initial memory persists forever in the large deviation function.
Findings
Identifies a sharp threshold for everlasting initial memory in Brownian particles.
Shows initial memory can persist in large deviation functions even at infinite time.
Provides physical intuition and toy model analysis for the phenomenon.
Abstract
Conventional wisdom indicates that initial memory should decay away exponentially in time for general (noncritial) equilibration processes. In particular, time-integrated quantities such as heat are presumed to lose initial memory in a sufficiently long-time limit. However, we show that the large deviation function of time-integrated quantities may exhibit initial memory effect even in the infinite-time limit, if the system is initially prepared sufficiently far away from equilibrium. For a Brownian particle dynamics, as an example, we found a sharp finite threshold rigorously, beyond which the corresponding large deviation function contains everlasting initial memory. The physical origin for this phenomenon is explored with an intuitive argument and also from a toy model analysis.
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.
