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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...

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Autores principales: Kim, Kyeongrim, Kim, Jihan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
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.
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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
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