Literature DB >> 35868925

Computing transition path theory quantities with trajectory stratification.

Bodhi P Vani1, Jonathan Weare2, Aaron R Dinner1.   

Abstract

Transition path theory computes statistics from ensembles of reactive trajectories. A common strategy for sampling reactive trajectories is to control the branching and pruning of trajectories so as to enhance the sampling of low probability segments. However, it can be challenging to apply transition path theory to data from such methods because determining whether configurations and trajectory segments are part of reactive trajectories requires looking backward and forward in time. Here, we show how this issue can be overcome efficiently by introducing simple data structures. We illustrate the approach in the context of nonequilibrium umbrella sampling, but the strategy is general and can be used to obtain transition path theory statistics from other methods that sample segments of unbiased trajectories.

Entities:  

Year:  2022        PMID: 35868925      PMCID: PMC9296190          DOI: 10.1063/5.0087058

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   4.304


  35 in total

1.  Transition path sampling: throwing ropes over rough mountain passes, in the dark.

Authors:  Peter G Bolhuis; David Chandler; Christoph Dellago; Phillip L Geissler
Journal:  Annu Rev Phys Chem       Date:  2001-10-04       Impact factor: 12.703

2.  Steady-state simulations using weighted ensemble path sampling.

Authors:  Divesh Bhatt; Bin W Zhang; Daniel M Zuckerman
Journal:  J Chem Phys       Date:  2010-07-07       Impact factor: 3.488

3.  Illustration of transition path theory on a collection of simple examples.

Authors:  Philipp Metzner; Christof Schütte; Eric Vanden-Eijnden
Journal:  J Chem Phys       Date:  2006-08-28       Impact factor: 3.488

4.  Efficient and verified simulation of a path ensemble for conformational change in a united-residue model of calmodulin.

Authors:  Bin W Zhang; David Jasnow; Daniel M Zuckerman
Journal:  Proc Natl Acad Sci U S A       Date:  2007-11-01       Impact factor: 11.205

5.  Nonequilibrium umbrella sampling in spaces of many order parameters.

Authors:  Alex Dickson; Aryeh Warmflash; Aaron R Dinner
Journal:  J Chem Phys       Date:  2009-02-21       Impact factor: 3.488

6.  Exact rate calculations by trajectory parallelization and tilting.

Authors:  Eric Vanden-Eijnden; Maddalena Venturoli
Journal:  J Chem Phys       Date:  2009-07-28       Impact factor: 3.488

7.  Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations.

Authors:  Frank Noé; Christof Schütte; Eric Vanden-Eijnden; Lothar Reich; Thomas R Weikl
Journal:  Proc Natl Acad Sci U S A       Date:  2009-11-03       Impact factor: 11.205

8.  Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations.

Authors:  Hao Wu; Feliks Nüske; Fabian Paul; Stefan Klus; Péter Koltai; Frank Noé
Journal:  J Chem Phys       Date:  2017-04-21       Impact factor: 3.488

9.  CHARMM36m: an improved force field for folded and intrinsically disordered proteins.

Authors:  Jing Huang; Sarah Rauscher; Grzegorz Nawrocki; Ting Ran; Michael Feig; Bert L de Groot; Helmut Grubmüller; Alexander D MacKerell
Journal:  Nat Methods       Date:  2016-11-07       Impact factor: 28.547

10.  Optimization of the additive CHARMM all-atom protein force field targeting improved sampling of the backbone φ, ψ and side-chain χ(1) and χ(2) dihedral angles.

Authors:  Robert B Best; Xiao Zhu; Jihyun Shim; Pedro E M Lopes; Jeetain Mittal; Michael Feig; Alexander D Mackerell
Journal:  J Chem Theory Comput       Date:  2012-07-18       Impact factor: 6.006

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  1 in total

1.  Augmented transition path theory for sequences of events.

Authors:  Chatipat Lorpaiboon; Jonathan Weare; Aaron R Dinner
Journal:  J Chem Phys       Date:  2022-09-07       Impact factor: 4.304

  1 in total

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