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  Location: Home >  Research Activities >  Seminar
Non-equilibrium Simulations for Enhanced Sampling
2016-06-15     Text Size:  A

Institute of Theoretical Physics

Key Laboratory of Theoretical Physics

  Chinese Academy of Sciences

 Seminar

 

Title

题目

Non-equilibrium Simulations for Enhanced Sampling

Speaker

报告人

Prof. Xin Zhou (周昕)

Affiliation

所在单位

School of Physical Sciences, University of Chinese Academy of Sciences, Beijing, China

Date

日期

June 15 (Wednesday) 10:30--11:30,

Venue

地点

ITP New Building 6420

Abstract

摘要

The Jarzynski equality (JE), which relates the work of a non-equilibrium process to the free energy difference between its initial and final states, provides an efficient way to calculate free energies of thermodynamic systems in simulations or experiments. However, more extensive applications of the JE are hindered by the requirement that the initial state must be in equilibrium. We extend the JE to be the Jarzynski matrix equality (JME) which relates the work of trajectories connecting metastable conformational regions to their local free energies, and thus we can estimate the free energy from the non-equilibrium trajectories starting from an almost arbitrary initial distribution. We also combine the JME with the re-weighted ensemble dynamics method to form a general non-equilibrium enhanced sampling technique, named as the re-weighted nonequilibrium ensemble dynamics (RNED) to efficiently sample complicate conformational space. We have illustrated the validity and efficiency of the JME and RNED in toy models, Lennard-Jones fluids, and polymer chain models.

Contact person

所内合作者

Hai-Jun Zhou

  Appendix:
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