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A Universal Force Field for Materials, Periodic GFN-FF: Implementation and Examination.
Julian D Gale1, Luc M LeBlanc1, Peter R Spackman1
1Curtin Institute for Computation, School of Molecular and Life Sciences, Curtin University, PO Box U1987, Perth, Western Australia 6845, Australia.
This study introduces a modified molecular force field (pGFN-FF) for periodic systems, improving calculations for polymers, surfaces, and solids. The enhanced model offers more accurate predictions for diverse material properties.
Area of Science:
- Computational chemistry
- Materials science
- Solid-state physics
Background:
- The GFN-FF method is a popular molecular mechanics force field.
- Handling periodic boundary conditions is crucial for simulating bulk materials.
- Existing methods may struggle with accurate charge and dispersion calculations in periodic systems.
Purpose of the Study:
- To adapt the GFN-FF method for periodic boundary conditions (pGFN-FF).
- To introduce improvements for calculating topological charges and three-body dispersion.
- To validate the performance of the modified pGFN-FF scheme across various material dimensionalities.
Main Methods:
- Implementation of neighbor lists and charge sums for handling 1D, 2D, and 3D periodic systems.
- Numerical integration over the Brillouin zone for periodic π bond order calculations.
- Inclusion of a screened Coulomb term for topological charges and short-range damping for three-body dispersion.
- Formulation of analytic second derivatives with respect to Cartesian and strain variables.
Main Results:
- The pGFN-FF scheme successfully handles various dimensionalities (1D, 2D, 3D).
- Improvements in charge calculations lead to more physical results and avoid pathological cases.
- Inclusion of damping prevents structural collapse in some systems.
- The modified scheme shows good performance when applied to a diverse range of materials.
Conclusions:
- The developed pGFN-FF is a versatile tool for simulating periodic materials.
- The proposed improvements enhance the accuracy and robustness of the GFN-FF method for periodic systems.
- The universal model demonstrates broad applicability in materials research.
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