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Development of a Transferable Force Field between Metal–Organic Framework and Its Polymorph
[Image: see text] Conventionally, force fields for specific metal–organic frameworks (MOFs) are derived from quantum chemical simulations, but this method can be computationally intensive, especially in cases for large MOF structures. In this work, we devise a methodology to reduce the force field d...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10666274/ https://www.ncbi.nlm.nih.gov/pubmed/38027331 http://dx.doi.org/10.1021/acsomega.3c06937 |
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author | Kim, Kyeongrim Kim, Jihan |
author_facet | Kim, Kyeongrim Kim, Jihan |
author_sort | Kim, Kyeongrim |
collection | PubMed |
description | [Image: see text] Conventionally, force fields for specific metal–organic frameworks (MOFs) are derived from quantum chemical simulations, but this method can be computationally intensive, especially in cases for large MOF structures. In this work, we devise a methodology to reduce the force field derivation costs by replacing the original MOF with a smaller polymorphic structure, with the hypothesis that the force field parameters will be transferrable among chemically identical, polymorphic MOF structures. Specifically, we demonstrate this transferability in MOF-177 structure for H(2)O and NH(3) gas molecules and show that the force field parameters derived from a smaller polymorphic MOF-177 can be used accurately to the original MOF-177 structure. This methodology can accelerate the development of force field parameters for large porous materials, in which computational costs for conventional methods are expensive. |
format | Online Article Text |
id | pubmed-10666274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-106662742023-11-08 Development of a Transferable Force Field between Metal–Organic Framework and Its Polymorph Kim, Kyeongrim Kim, Jihan ACS Omega [Image: see text] Conventionally, force fields for specific metal–organic frameworks (MOFs) are derived from quantum chemical simulations, but this method can be computationally intensive, especially in cases for large MOF structures. In this work, we devise a methodology to reduce the force field derivation costs by replacing the original MOF with a smaller polymorphic structure, with the hypothesis that the force field parameters will be transferrable among chemically identical, polymorphic MOF structures. Specifically, we demonstrate this transferability in MOF-177 structure for H(2)O and NH(3) gas molecules and show that the force field parameters derived from a smaller polymorphic MOF-177 can be used accurately to the original MOF-177 structure. This methodology can accelerate the development of force field parameters for large porous materials, in which computational costs for conventional methods are expensive. American Chemical Society 2023-11-08 /pmc/articles/PMC10666274/ /pubmed/38027331 http://dx.doi.org/10.1021/acsomega.3c06937 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Kim, Kyeongrim Kim, Jihan Development of a Transferable Force Field between Metal–Organic Framework and Its Polymorph |
title | Development of
a Transferable Force Field between
Metal–Organic Framework and Its Polymorph |
title_full | Development of
a Transferable Force Field between
Metal–Organic Framework and Its Polymorph |
title_fullStr | Development of
a Transferable Force Field between
Metal–Organic Framework and Its Polymorph |
title_full_unstemmed | Development of
a Transferable Force Field between
Metal–Organic Framework and Its Polymorph |
title_short | Development of
a Transferable Force Field between
Metal–Organic Framework and Its Polymorph |
title_sort | development of
a transferable force field between
metal–organic framework and its polymorph |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10666274/ https://www.ncbi.nlm.nih.gov/pubmed/38027331 http://dx.doi.org/10.1021/acsomega.3c06937 |
work_keys_str_mv | AT kimkyeongrim developmentofatransferableforcefieldbetweenmetalorganicframeworkanditspolymorph AT kimjihan developmentofatransferableforcefieldbetweenmetalorganicframeworkanditspolymorph |