Literature DB >> 22803523

Heating and flooding: a unified approach for rapid generation of free energy surfaces.

Ming Chen1, Michel A Cuendet, Mark E Tuckerman.   

Abstract

We propose a general framework for the efficient sampling of conformational equilibria in complex systems and the generation of associated free energy hypersurfaces in terms of a set of collective variables. The method is a strategic synthesis of the adiabatic free energy dynamics approach, previously introduced by us and others, and existing schemes using Gaussian-based adaptive bias potentials to disfavor previously visited regions. In addition, we suggest sampling the thermodynamic force instead of the probability density to reconstruct the free energy hypersurface. All these elements are combined into a robust extended phase-space formalism that can be easily incorporated into existing molecular dynamics packages. The unified scheme is shown to outperform both metadynamics and adiabatic free energy dynamics in generating two-dimensional free energy surfaces for several example cases including the alanine dipeptide in the gas and aqueous phases and the met-enkephalin oligopeptide. In addition, the method can efficiently generate higher dimensional free energy landscapes, which we demonstrate by calculating a four-dimensional surface in the Ramachandran angles of the gas-phase alanine tripeptide.

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Year:  2012        PMID: 22803523     DOI: 10.1063/1.4733389

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  6 in total

1.  Locating landmarks on high-dimensional free energy surfaces.

Authors:  Ming Chen; Tang-Qing Yu; Mark E Tuckerman
Journal:  Proc Natl Acad Sci U S A       Date:  2015-03-03       Impact factor: 11.205

2.  Mapping saddles and minima on free energy surfaces using multiple climbing strings.

Authors:  Gourav Shrivastav; Eric Vanden-Eijnden; Cameron F Abrams
Journal:  J Chem Phys       Date:  2019-09-28       Impact factor: 3.488

3.  Stability and folding pathways of tetra-nucleosome from six-dimensional free energy surface.

Authors:  Xinqiang Ding; Xingcheng Lin; Bin Zhang
Journal:  Nat Commun       Date:  2021-02-17       Impact factor: 14.919

4.  Local Kernel Regression and Neural Network Approaches to the Conformational Landscapes of Oligopeptides.

Authors:  Raimon Fabregat; Alberto Fabrizio; Edgar A Engel; Benjamin Meyer; Veronika Juraskova; Michele Ceriotti; Clemence Corminboeuf
Journal:  J Chem Theory Comput       Date:  2022-02-18       Impact factor: 6.006

5.  Multiscale modeling of genome organization with maximum entropy optimization.

Authors:  Xingcheng Lin; Yifeng Qi; Andrew P Latham; Bin Zhang
Journal:  J Chem Phys       Date:  2021-07-07       Impact factor: 3.488

Review 6.  Collective variable-based enhanced sampling and machine learning.

Authors:  Ming Chen
Journal:  Eur Phys J B       Date:  2021-10-20       Impact factor: 1.500

  6 in total

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