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

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 interoper...

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Autores principales: Kanagalingam, Gajanan, Schmitt, Sebastian, Fleckenstein, Florian, Stephan, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374650/
https://www.ncbi.nlm.nih.gov/pubmed/37500652
http://dx.doi.org/10.1038/s41597-023-02369-8
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author Kanagalingam, Gajanan
Schmitt, Sebastian
Fleckenstein, Florian
Stephan, Simon
author_facet Kanagalingam, Gajanan
Schmitt, Sebastian
Fleckenstein, Florian
Stephan, Simon
author_sort Kanagalingam, Gajanan
collection PubMed
description 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.
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spelling pubmed-103746502023-07-29 Data scheme and data format for transferable force fields for molecular simulation Kanagalingam, Gajanan Schmitt, Sebastian Fleckenstein, Florian Stephan, Simon Sci Data Article 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. Nature Publishing Group UK 2023-07-27 /pmc/articles/PMC10374650/ /pubmed/37500652 http://dx.doi.org/10.1038/s41597-023-02369-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Kanagalingam, Gajanan
Schmitt, Sebastian
Fleckenstein, Florian
Stephan, Simon
Data scheme and data format for transferable force fields for molecular simulation
title Data scheme and data format for transferable force fields for molecular simulation
title_full Data scheme and data format for transferable force fields for molecular simulation
title_fullStr Data scheme and data format for transferable force fields for molecular simulation
title_full_unstemmed Data scheme and data format for transferable force fields for molecular simulation
title_short Data scheme and data format for transferable force fields for molecular simulation
title_sort data scheme and data format for transferable force fields for molecular simulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374650/
https://www.ncbi.nlm.nih.gov/pubmed/37500652
http://dx.doi.org/10.1038/s41597-023-02369-8
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