Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks

The arrangement of organic semiconductor molecules in a material can be modulated using different supramolecular approaches, including the metal–organic framework (MOF) approach. These arrangements result in different frameworks topologies and structures. Fabrication of materials comprising optimize...

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Main Authors: Mersad Mostaghimi, Celso R. C. Rêgo, Ritesh Haldar, Christof Wöll, Wolfgang Wenzel, Mariana Kozlowska
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Materials
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2022.840644/full
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author Mersad Mostaghimi
Celso R. C. Rêgo
Ritesh Haldar
Christof Wöll
Wolfgang Wenzel
Mariana Kozlowska
author_facet Mersad Mostaghimi
Celso R. C. Rêgo
Ritesh Haldar
Christof Wöll
Wolfgang Wenzel
Mariana Kozlowska
author_sort Mersad Mostaghimi
collection DOAJ
description The arrangement of organic semiconductor molecules in a material can be modulated using different supramolecular approaches, including the metal–organic framework (MOF) approach. These arrangements result in different frameworks topologies and structures. Fabrication of materials comprising optimized assemblies and functional molecules enables efficient tailoring of material properties, including electronic responses. Since semiconducting properties are sensitive to subtle changes in the nanostructure of the material, the exploitation of MOFs has promising potential in the development of new materials with designed structure and function. Based on decade-long method development, virtual design strategies have become ever more important, and such design methods profit from the availability of automated tools. Such tools enable screening of huge libraries of organic molecules in in silico models of the structure of three-dimensional nanoscale assemblies as the prerequisite to predict their functionality. In this report, we present and demonstrate the application of an automated workflow tool developed for MOFs of the primitive cubic (PCU) topology. We use pentacene-based ditopic linkers of a varied chemical composition and pillar linkers of different molecular sizes to automatically generate PCU MOFs, sample their structural dynamics at finite temperature, and predict electronic coupling matrix elements in vibrationally averaged assemblies. We demonstrate the change of the intermolecular ordering in the resulting MOFs and its impact on the semiconducting properties. This development lays the basis of an extendable framework to automatically model a wide variety of MOFs and characterize their function with respect to properties, such as conduction properties, absorption, and interaction with light. The developed workflow protocol and tools are available at https://github.com/KIT-Workflows/PCU-MOF.
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spelling doaj.art-a5b1df4635ee47619347054e9821406d2022-12-22T01:12:12ZengFrontiers Media S.A.Frontiers in Materials2296-80162022-03-01910.3389/fmats.2022.840644840644Automated Virtual Design of Organic Semiconductors Based on Metal-Organic FrameworksMersad Mostaghimi0Celso R. C. Rêgo1Ritesh Haldar2Christof Wöll3Wolfgang Wenzel4Mariana Kozlowska5Institute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyInstitute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyTata Institute of Fundamental Research Hyderabad, Hyderabad, IndiaInstitute of Functional Interfaces, Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyInstitute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyInstitute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyThe arrangement of organic semiconductor molecules in a material can be modulated using different supramolecular approaches, including the metal–organic framework (MOF) approach. These arrangements result in different frameworks topologies and structures. Fabrication of materials comprising optimized assemblies and functional molecules enables efficient tailoring of material properties, including electronic responses. Since semiconducting properties are sensitive to subtle changes in the nanostructure of the material, the exploitation of MOFs has promising potential in the development of new materials with designed structure and function. Based on decade-long method development, virtual design strategies have become ever more important, and such design methods profit from the availability of automated tools. Such tools enable screening of huge libraries of organic molecules in in silico models of the structure of three-dimensional nanoscale assemblies as the prerequisite to predict their functionality. In this report, we present and demonstrate the application of an automated workflow tool developed for MOFs of the primitive cubic (PCU) topology. We use pentacene-based ditopic linkers of a varied chemical composition and pillar linkers of different molecular sizes to automatically generate PCU MOFs, sample their structural dynamics at finite temperature, and predict electronic coupling matrix elements in vibrationally averaged assemblies. We demonstrate the change of the intermolecular ordering in the resulting MOFs and its impact on the semiconducting properties. This development lays the basis of an extendable framework to automatically model a wide variety of MOFs and characterize their function with respect to properties, such as conduction properties, absorption, and interaction with light. The developed workflow protocol and tools are available at https://github.com/KIT-Workflows/PCU-MOF.https://www.frontiersin.org/articles/10.3389/fmats.2022.840644/fullorganic semiconductorspentacenemetal–organic frameworkvirtual designworkflowstructure builder
spellingShingle Mersad Mostaghimi
Celso R. C. Rêgo
Ritesh Haldar
Christof Wöll
Wolfgang Wenzel
Mariana Kozlowska
Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
Frontiers in Materials
organic semiconductors
pentacene
metal–organic framework
virtual design
workflow
structure builder
title Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
title_full Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
title_fullStr Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
title_full_unstemmed Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
title_short Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
title_sort automated virtual design of organic semiconductors based on metal organic frameworks
topic organic semiconductors
pentacene
metal–organic framework
virtual design
workflow
structure builder
url https://www.frontiersin.org/articles/10.3389/fmats.2022.840644/full
work_keys_str_mv AT mersadmostaghimi automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks
AT celsorcrego automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks
AT riteshhaldar automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks
AT christofwoll automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks
AT wolfgangwenzel automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks
AT marianakozlowska automatedvirtualdesignoforganicsemiconductorsbasedonmetalorganicframeworks