TY - JOUR
T1 - Periodic GFN1-xTB Tight Binding
T2 - A Generalized Ewald Partitioning Scheme for the Klopman-Ohno Function
AU - Buccheri, Alexander
AU - Li, Rui
AU - Deustua, J. Emiliano
AU - Moosavi, S. Mohamad
AU - Bygrave, Peter J.
AU - Manby, Frederick R.
N1 - Publisher Copyright:
© 2025 The Authors. Published by American Chemical Society.
PY - 2025/2/25
Y1 - 2025/2/25
N2 - 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 |Rn + c|-m. 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.
AB - 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 |Rn + c|-m. 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.
UR - https://www.scopus.com/pages/publications/85217125434
U2 - 10.1021/acs.jctc.4c01234
DO - 10.1021/acs.jctc.4c01234
M3 - Article (Academic Journal)
C2 - 39908124
AN - SCOPUS:85217125434
SN - 1549-9618
VL - 21
SP - 1615
EP - 1625
JO - Journal of Chemical Theory and Computation
JF - Journal of Chemical Theory and Computation
IS - 4
ER -