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金属有机框架与其多晶型物之间可转移力场的开发

Development of a Transferable Force Field between Metal-Organic Framework and Its Polymorph.

作者信息

Kim Kyeongrim, Kim Jihan

机构信息

Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea.

出版信息

ACS Omega. 2023 Nov 8;8(46):44328-44337. doi: 10.1021/acsomega.3c06937. eCollection 2023 Nov 21.

Abstract

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 HO and NH 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.

摘要

传统上,特定金属有机框架(MOF)的力场是通过量子化学模拟得出的,但这种方法计算量可能很大,尤其是对于大型MOF结构的情况。在这项工作中,我们设计了一种方法,通过用较小的多晶型结构取代原始MOF来降低力场推导成本,假设力场参数在化学性质相同的多晶型MOF结构之间是可转移的。具体而言,我们在HO和NH气体分子的MOF-177结构中证明了这种可转移性,并表明从较小的多晶型MOF-177导出的力场参数可以准确地用于原始的MOF-177结构。这种方法可以加速大型多孔材料力场参数的开发,而传统方法的计算成本很高。

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