Stability of the Minimum Energy Path
Xuanyu Liu, Huajie Chen, Christoph Ortner

TL;DR
This paper proves the stability of minimum energy paths (MEPs) under landscape perturbations, advancing understanding of their robustness and aiding the convergence analysis of numerical methods like nudged elastic band and string methods.
Contribution
It introduces a new theoretical result demonstrating the stability of MEPs when the energy landscape is perturbed, which is essential for numerical approximation convergence.
Findings
Establishes the stability of MEPs under perturbations.
Provides a theoretical foundation for convergence of numerical methods.
Enhances understanding of transition path robustness.
Abstract
The minimum energy path (MEP) is the most probable transition path that connects two equilibrium states of a potential energy landscape. It has been widely used to study transition mechanisms as well as transition rates in the fields of chemistry, physics, and materials science. In this paper, we derive a novel result establishing the stability of MEPs under perturbations of the energy landscape. The result also represents a crucial step towards studying the convergence of various numerical approximations of MEPs, such as the nudged elastic band and string methods.
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.
Taxonomy
TopicsQuantum, superfluid, helium dynamics · Scientific Research and Discoveries · Theoretical and Computational Physics
