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Localized saddle-point search and application to temperature-accelerated dynamics.
Yunsic Shim1, Nathan B Callahan, Jacques G Amar
1Department of Physics and Astronomy, University of Toledo, Toledo, Ohio 43606, USA.
We developed a localized saddle-point (LSAD) search to accelerate temperature-accelerated dynamics (TAD) simulations. This method significantly improves computational efficiency for large systems, maintaining accuracy in energy barrier calculations.
Area of Science:
- Computational materials science
- Surface science
- Chemical physics
Background:
- Temperature-accelerated dynamics (TAD) simulations are crucial for studying activated processes in materials.
- Accurate determination of energy barriers is computationally intensive for large systems.
- Existing methods often face challenges with system size scalability.
Purpose of the Study:
- To introduce a novel method for accelerating TAD simulations.
- To reduce the computational cost of saddle-point searches in large systems.
- To analyze the accuracy and performance of the proposed method.
Main Methods:
- Implementation of a localized saddle-point (LSAD) search within TAD simulations.
- Localization of energy barrier calculations to a small subset of atoms involved in a transition.
- Validation using model systems including Ag(100) and Cu(100) surfaces, Cu radiation damage, and metal heteroepitaxial growth.
Main Results:
- Achieved N-independent scaling for saddle-point search computational cost with system size N.
- Demonstrated significantly improved performance for Ag/Ag(100) annealing and Cu/Cu(100) growth simulations.
- Quantified and confirmed negligibly small errors in energy barrier calculations due to localization.
Conclusions:
- The LSAD method offers a substantial performance enhancement for TAD simulations.
- This approach effectively addresses the scalability limitations of traditional methods.
- LSAD provides a computationally efficient and accurate tool for materials simulation.
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