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Easy transition path sampling methods: flexible-length aimless shooting and permutation shooting.

Ryan Gotchy Mullen1, Joan-Emma Shea1, Baron Peters1

  • 1Department of Chemical Engineering, ‡Department of Chemistry & Biochemistry, §Department of Physics, University of California , Santa Barbara, California 93106, United States.

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This summary is machine-generated.

New transition path sampling (TPS) algorithms improve efficiency and accuracy. Flexible-length methods, like permutation shooting, reduce computational cost and minimize recrossing events in molecular dynamics simulations.

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Area of Science:

  • Computational chemistry
  • Statistical mechanics
  • Materials science

Background:

  • Transition path sampling (TPS) is crucial for studying rare events in molecular dynamics.
  • Accurate and efficient sampling of transition pathways remains a computational challenge.
  • Identifying reaction coordinates is key to understanding and predicting molecular processes.

Purpose of the Study:

  • To develop novel, more efficient algorithms for transition path sampling.
  • To improve the accuracy of reaction coordinate identification in molecular systems.
  • To reduce computational costs associated with simulating rare events.

Main Methods:

  • Introduced new algorithms for transition path sampling (TPS).
  • Developed flexible-length trajectory versions of aimless shooting and permutation shooting.
  • Applied flexible-length permutation shooting and inertial likelihood maximization for reaction coordinate optimization.

Main Results:

  • Permutation shooting rigorously conserves energy and momentum.
  • Flexible-length TPS methods offer simpler acceptance criteria and enhanced computational efficiency.
  • Optimized reaction coordinate for vacancy migration in a 2D crystal significantly reduced trajectory recrossing.

Conclusions:

  • The new flexible-length TPS algorithms provide a more efficient and accurate approach to studying rare events.
  • Optimized reaction coordinates derived from these methods enhance the reliability of molecular dynamics simulations.
  • These advancements facilitate the investigation of complex processes like vacancy migration in materials.