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Combining Metadynamics and Integrated Tempering Sampling.

Yi Isaac Yang1,2, Haiyang Niu1,2, Michele Parrinello1,2,3

  • 1Department of Chemistry and Applied Biosciences , ETH Zurich , c/o USI Campus, Via Giuseppe Buffi 13 , CH-6900 , Lugano , Ticino , Switzerland.

The Journal of Physical Chemistry Letters
|October 26, 2018
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Summary
This summary is machine-generated.

We combined metadynamics and integrated tempering sampling to simulate rare events in atomistic simulations, achieving significant acceleration for systems like silica freezing.

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Area of Science:

  • Computational chemistry
  • Materials science
  • Chemical physics

Background:

  • Simulating rare events in atomistic models presents a significant computational challenge.
  • Existing methods for rare event simulation often require substantial computational resources or are system-specific.

Purpose of the Study:

  • To develop and validate a novel computational method for efficiently simulating rare events.
  • To enhance the exploration of complex energy landscapes in atomistic simulations.

Main Methods:

  • Combining metadynamics, which amplifies collective variable fluctuations, with integrated tempering sampling, which promotes uniform energy sampling across temperatures.
  • Applying the combined method to a SN2 chemical reaction and the freezing of silica.

Main Results:

  • The integrated metadynamics and integrated tempering sampling approach proved effective for both systems studied.
  • A significant acceleration, exceeding one order of magnitude, was observed for the freezing of silica simulations.

Conclusions:

  • The synergistic combination of metadynamics and integrated tempering sampling offers a powerful and efficient strategy for rare event simulation.
  • This enhanced sampling technique holds promise for accelerating atomistic simulations of complex phenomena in chemistry and materials science.