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Rare Events Sampling Methods for Quantum and Classical Ab Initio Molecular Dynamics.

Srinivasan S Iyengar1, H Bernhard Schlegel2, Isaiah Sumner3

  • 1Department of Chemistry, Department of Physics, and the Indiana University Quantum Science and Engineering Center (IU-QSEC), Indiana University, 800 E. Kirkwood Avenue, Bloomington 47405, Indiana, United States.

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This summary is machine-generated.

This study introduces a novel method to sample rare events in molecular dynamics simulations. The approach effectively steers simulations toward difficult-to-sample regions, conserving energy and improving rare event sampling.

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Area of Science:

  • Computational Chemistry
  • Chemical Physics
  • Molecular Dynamics

Background:

  • Sampling rare events in molecular simulations is crucial for understanding chemical processes.
  • Classical ab initio molecular dynamics (AIMD) and quantum wavepacket dynamics often struggle to efficiently sample rare events.
  • Proton transfer reactions, like in the phenol-amine system, present significant sampling challenges.

Purpose of the Study:

  • To develop a general approach for enhanced sampling of rare events in both classical AIMD and quantum wavepacket dynamics.
  • To enable the exploration of energetically forbidden regions in potential energy surfaces.
  • To improve the efficiency and accuracy of molecular dynamics simulations for complex chemical systems.

Main Methods:

  • Introduction of fictitious degrees of freedom that harmonically interact with system dynamics.
  • Steering dynamics towards energetically unfavorable regions in classical AIMD.
  • Biasing wavepacket centroid trajectories towards difficult-to-sample potential energy surface regions in quantum dynamics.

Main Results:

  • The proposed method successfully steers classical AIMD trajectories toward rare event regions.
  • The approach effectively biases quantum wavepacket dynamics towards challenging areas of the potential energy surface.
  • Demonstrated efficacy on a phenol-amine system (proton transfer) and model potentials.

Conclusions:

  • The developed approach provides a robust and generalizable method for sampling rare events.
  • Energy conservation is maintained throughout the simulations using this technique.
  • This method significantly enhances the ability to study rare chemical events in molecular dynamics.