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Time Step Rescaling Recovers Continuous-Time Dynamical Properties for Discrete-Time Langevin Integration of Nonequilibrium Systems
[Image: see text] When simulating molecular systems using deterministic equations of motion (e.g., Newtonian dynamics), such equations are generally numerically integrated according to a well-developed set of algorithms that share commonly agreed-upon desirable properties. However, for stochastic eq...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4065221/ https://www.ncbi.nlm.nih.gov/pubmed/24555448 http://dx.doi.org/10.1021/jp411770f |
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author | Sivak, David A. Chodera, John D. Crooks, Gavin E. |
author_facet | Sivak, David A. Chodera, John D. Crooks, Gavin E. |
author_sort | Sivak, David A. |
collection | PubMed |
description | [Image: see text] When simulating molecular systems using deterministic equations of motion (e.g., Newtonian dynamics), such equations are generally numerically integrated according to a well-developed set of algorithms that share commonly agreed-upon desirable properties. However, for stochastic equations of motion (e.g., Langevin dynamics), there is still broad disagreement over which integration algorithms are most appropriate. While multiple desiderata have been proposed throughout the literature, consensus on which criteria are important is absent, and no published integration scheme satisfies all desiderata simultaneously. Additional nontrivial complications stem from simulating systems driven out of equilibrium using existing stochastic integration schemes in conjunction with recently developed nonequilibrium fluctuation theorems. Here, we examine a family of discrete time integration schemes for Langevin dynamics, assessing how each member satisfies a variety of desiderata that have been enumerated in prior efforts to construct suitable Langevin integrators. We show that the incorporation of a novel time step rescaling in the deterministic updates of position and velocity can correct a number of dynamical defects in these integrators. Finally, we identify a particular splitting (related to the velocity Verlet discretization) that has essentially universally appropriate properties for the simulation of Langevin dynamics for molecular systems in equilibrium, nonequilibrium, and path sampling contexts. |
format | Online Article Text |
id | pubmed-4065221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-40652212015-02-20 Time Step Rescaling Recovers Continuous-Time Dynamical Properties for Discrete-Time Langevin Integration of Nonequilibrium Systems Sivak, David A. Chodera, John D. Crooks, Gavin E. J Phys Chem B [Image: see text] When simulating molecular systems using deterministic equations of motion (e.g., Newtonian dynamics), such equations are generally numerically integrated according to a well-developed set of algorithms that share commonly agreed-upon desirable properties. However, for stochastic equations of motion (e.g., Langevin dynamics), there is still broad disagreement over which integration algorithms are most appropriate. While multiple desiderata have been proposed throughout the literature, consensus on which criteria are important is absent, and no published integration scheme satisfies all desiderata simultaneously. Additional nontrivial complications stem from simulating systems driven out of equilibrium using existing stochastic integration schemes in conjunction with recently developed nonequilibrium fluctuation theorems. Here, we examine a family of discrete time integration schemes for Langevin dynamics, assessing how each member satisfies a variety of desiderata that have been enumerated in prior efforts to construct suitable Langevin integrators. We show that the incorporation of a novel time step rescaling in the deterministic updates of position and velocity can correct a number of dynamical defects in these integrators. Finally, we identify a particular splitting (related to the velocity Verlet discretization) that has essentially universally appropriate properties for the simulation of Langevin dynamics for molecular systems in equilibrium, nonequilibrium, and path sampling contexts. American Chemical Society 2014-02-20 2014-06-19 /pmc/articles/PMC4065221/ /pubmed/24555448 http://dx.doi.org/10.1021/jp411770f Text en Copyright © 2014 American Chemical Society Open Access on 02/20/2015 |
spellingShingle | Sivak, David A. Chodera, John D. Crooks, Gavin E. Time Step Rescaling Recovers Continuous-Time Dynamical Properties for Discrete-Time Langevin Integration of Nonequilibrium Systems |
title | Time Step
Rescaling Recovers Continuous-Time Dynamical
Properties for Discrete-Time Langevin Integration of Nonequilibrium
Systems |
title_full | Time Step
Rescaling Recovers Continuous-Time Dynamical
Properties for Discrete-Time Langevin Integration of Nonequilibrium
Systems |
title_fullStr | Time Step
Rescaling Recovers Continuous-Time Dynamical
Properties for Discrete-Time Langevin Integration of Nonequilibrium
Systems |
title_full_unstemmed | Time Step
Rescaling Recovers Continuous-Time Dynamical
Properties for Discrete-Time Langevin Integration of Nonequilibrium
Systems |
title_short | Time Step
Rescaling Recovers Continuous-Time Dynamical
Properties for Discrete-Time Langevin Integration of Nonequilibrium
Systems |
title_sort | time step
rescaling recovers continuous-time dynamical
properties for discrete-time langevin integration of nonequilibrium
systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4065221/ https://www.ncbi.nlm.nih.gov/pubmed/24555448 http://dx.doi.org/10.1021/jp411770f |
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