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Atomistic simulations of rare events using gentlest ascent dynamics
1Program in Applied and Computational Mathematics, Princeton University, Princeton, New Jersey 08544, USA. asamanta@math.princeton.edu
This study extends gentlest ascent dynamics (GAD) for finite temperature simulations, enabling the sampling of low barrier saddle points in complex systems. The enhanced method aids in understanding thermally activated barrier crossing events and point defect activity on surfaces.
Area of Science:
- Computational physics and chemistry
- Materials science
- Statistical mechanics
Background:
- Complex systems dynamics involve thermally activated barrier crossing events.
- Simulating these events is challenging for conventional methods like molecular dynamics.
- Gentlest ascent dynamics (GAD) was previously developed to describe system escape from attraction basins.
Purpose of the Study:
- To extend GAD for finite temperature simulations, allowing systems to hop between saddle points.
- To propose a strategy for sampling low barrier saddle points near stable configurations.
- To demonstrate the method's utility in studying point defect activity on surfaces.
Main Methods:
- Extension of gentlest ascent dynamics (GAD) for finite temperature simulations.
- Development of a strategy to sample an ensemble of low barrier saddle points.
- Application to model systems involving surface point defects.
Main Results:
- The extended GAD successfully enables finite temperature simulations of barrier crossing.
- The proposed strategy effectively samples low barrier saddle points.
- The method's utility is demonstrated for surface vacancy/ad-atom pairs and heptamer islands on copper (111).
Conclusions:
- The enhanced GAD provides an effective approach for simulating thermally activated processes in complex systems.
- This method facilitates the study of low barrier saddle points and their role in phenomena like point defect activity.
- The findings offer a valuable tool for computational materials science and condensed matter physics.
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