Analysis of Transition Path Ensemble in the Exactly Solvable Models via Overdamped Langevin Equation
| Autor: | Li, De-Zhang, Zeng, Jia-Rui, Huang, Wei-Jie, Yao, Yao, Yang, Xiao-Bao |
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| Rok vydání: | 2022 |
| Předmět: | |
| Druh dokumentu: | Working Paper |
| DOI: | 10.1088/1402-4896/acb4c5 |
| Popis: | Transition of a system between two states is an important but difficult problem in natural science. In this article we study the transition problem in the framework of transition path ensemble. Using the overdamped Langevin method, we introduce the path integral formulation of the transition probability and obtain the equation for the minimum action path in the transition path space. For the effective sampling in the transition path ensemble, we derive a conditional overdamped Langevin equation. In two exactly solvable models, the free particle system and the harmonic system, we present the expression of the conditional probability density and the explicit solutions for the conditional Langevin equation and the minimum action path. The analytic results demonstrate the consistence of the conditional Langevin equation with the desired probability distribution in the transition. It is confirmed that the conditional Langevin equation is an effective tool to sample the transition path ensemble, and the minimum action principle actually leads to the most probable path. Comment: 21 pages |
| Databáze: | arXiv |
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