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Enhanced path sampling using subtrajectory Monte Carlo moves.

Daniel T Zhang1, Enrico Riccardi2, Titus S van Erp1

  • 1Norwegian University of Science and Technology, Department of Chemistry, NO-7491 Trondheim, Norway.

The Journal of Chemical Physics
|January 14, 2023
PubMed
Summary
This summary is machine-generated.

Path sampling methods, like Monte Carlo (MC) exploration, study rare events. A new wire fencing (WF) move enhances subtrajectory moves for more versatile path sampling in molecular dynamics (MD).

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Area of Science:

  • Computational Chemistry
  • Statistical Mechanics
  • Molecular Dynamics

Background:

  • Path sampling methods, including Monte Carlo (MC) exploration in path space, are crucial for studying rare events like chemical reactions and protein folding.
  • These methods sample short molecular dynamics (MD) trajectories, with efficiency heavily reliant on the chosen MC moves.
  • The traditional shooting move has been central, but newer subtrajectory moves like stone-skipping (SS) and web-throwing offer improved efficiency.

Purpose of the Study:

  • To address implementation challenges of subtrajectory moves in path sampling, particularly their one-step crossing requirement.
  • To introduce a more versatile and broadly applicable subtrajectory move for enhanced path sampling.
  • To demonstrate the utility of the new move across diverse systems and computational levels.

Main Methods:

  • Development and introduction of the wire fencing (WF) move, a novel subtrajectory move for path sampling.
  • Implementation of WF for studying a double-well Langevin model.
  • Application of WF to a thin film breaking transition using classical force fields and a ruthenium redox reaction at the ab initio level.

Main Results:

  • The wire fencing (WF) move is presented as a generic and versatile solution for path sampling.
  • WF overcomes limitations of previous subtrajectory moves, facilitating integration with external MD programs.
  • The method proves effective even when order parameter calculation is computationally expensive or not purely geometric.

Conclusions:

  • The wire fencing (WF) move offers a practical and versatile advancement in path sampling techniques.
  • It enhances the applicability of subtrajectory moves, especially in complex scenarios involving external codes or intricate order parameters.
  • WF provides a robust strategy for studying rare events across various chemical and physical systems.