Scientific Data (Jul 2023)

Data scheme and data format for transferable force fields for molecular simulation

  • Gajanan Kanagalingam,
  • Sebastian Schmitt,
  • Florian Fleckenstein,
  • Simon Stephan

DOI
https://doi.org/10.1038/s41597-023-02369-8
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 17

Abstract

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Abstract A generalized data scheme for transferable classical force fields used in molecular simulations, i.e. molecular dynamics and Monte Carlo simulation, is presented. The data scheme is implemented in an SQL-based data format. The data scheme and data format is machine readable, re-usable, and interoperable. A transferable force field is a chemical construction plan specifying intermolecular and intramolecular interactions between different types of atoms or different chemical groups and can be used for building a model for a given component. The data scheme proposed in this work (named TUK-FFDat) formalizes digitally these chemical construction plans, i.e. transferable force fields. It can be applied to all-atom as well as united-atom transferable force fields. The general applicability of the data scheme is demonstrated for different types of force fields (TraPPE, OPLS-AA, and Potoff). Furthermore, conversion tools for translating the data scheme between .xls spread sheet format and the SQL-based data format are provided. The data format can readily be integrated in existing workflows, simulation engines, and force field databases as well as for linking such.