Periodic GFN1-xTBTight Binding: A Generalized EwaldPartitioning Scheme for the Klopman–Ohno Function

A novel formulation is presented for the treatment of electrostatics in the periodic GFN1-xTB tight-binding model. Periodic GFN1-xTB is hindered by the functional form of the second-order electrostatics, which only recovers Coulombic behavior at large interatomic distances and lacks a closed-form solution for its Fourier transform. We address this by introducing a binomial expansion of the Klopman–Ohno function to partition short- and long-range interactions, enabling the use of a generalized Ewald summation for the solution of the electrostatic energy. This approach is general and is applicable to any damped potential of the form |<i>R</i><sup><i>n</i></sup> + <i>c</i>|<sup>–<i>m</i></sup>. Benchmarks on the X23 molecular crystal dataset and a range of prototypical bulk semiconductors demonstrate that this systematic treatment of the electrostatics eliminates unphysical behavior in the equation of state curves. In the bulk systems studied, we observe a mean absolute error in total energy of 35 meV/atom, comparable to the machine-learned universal force field, M3GNet, and sufficiently precise for structure relaxation. These results highlight the promising potential of GFN1-xTB as a universal tight-binding parametrization.

Publication Details

Journal
Figshare
Published
2025-02-05
DOI
https://doi.org/10.1021/acs.jctc.4c01234.s001
Primary Topic
Mycorrhizal Fungi and Plant Interactions
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article
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Periodic GFN1-xTBTight Binding: A Generalized EwaldPartitioning Scheme for the Klopman–Ohno Function

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Mycorrhizal Fungi and Plant Interactions
article

Periodic GFN1-xTBTight Binding: A Generalized EwaldPartitioning Scheme for the Klopman–Ohno Function

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Abstract

A novel formulation is presented for the treatment of electrostatics in the periodic GFN1-xTB tight-binding model. Periodic GFN1-xTB is hindered by the functional form of the second-order electrostatics, which only recovers Coulombic behavior at large interatomic distances and lacks a closed-form solution for its Fourier transform. We address this by introducing a binomial expansion of the Klopman–Ohno function to partition short- and long-range interactions, enabling the use of a generalized Ewald summation for the solution of the electrostatic energy. This approach is general and is applicable to any damped potential of the form |<i>R</i><sup><i>n</i></sup> + <i>c</i>|<sup>–<i>m</i></sup>. Benchmarks on the X23 molecular crystal dataset and a range of prototypical bulk semiconductors demonstrate that this systematic treatment of the electrostatics eliminates unphysical behavior in the equation of state curves. In the bulk systems studied, we observe a mean absolute error in total energy of 35 meV/atom, comparable to the machine-learned universal force field, M3GNet, and sufficiently precise for structure relaxation. These results highlight the promising potential of GFN1-xTB as a universal tight-binding parametrization.

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Periodic GFN1-xTBTight Binding: A Generalized EwaldPartitioning Scheme for the Klopman–Ohno Function · Figshare (2025) | TGRS Research Map | TGRS