Molecular dynamics and charge transport in organic semiconductors: a classical approach to modeling electron transferElectronic supplementary information (ESI) available. See DOI: 10.1039/c6sc04547b

Organic photovoltaics (OPVs) are a promising carbon-neutral energy conversion technology, with recent improvements pushing power conversion efficiencies over 10%. A major factor limiting OPV performance is inefficiency of charge transport in organic semiconducting materials (OSCs). Due to strong cou...

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Main Authors Pelzer, Kenley M, Vázquez-Mayagoitia, Álvaro, Ratcliff, Laura E, Tretiak, Sergei, Bair, Raymond A, Gray, Stephen K, Van Voorhis, Troy, Larsen, Ross E, Darling, Seth B
Format Journal Article
LanguageEnglish
Published 28.03.2017
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Abstract Organic photovoltaics (OPVs) are a promising carbon-neutral energy conversion technology, with recent improvements pushing power conversion efficiencies over 10%. A major factor limiting OPV performance is inefficiency of charge transport in organic semiconducting materials (OSCs). Due to strong coupling with lattice degrees of freedom, the charges form polarons, localized quasi-particles comprised of charges dressed with phonons. These polarons can be conceptualized as pseudo-atoms with a greater effective mass than a bare charge. We propose that due to this increased mass, polarons can be modeled with Langevin molecular dynamics (LMD), a classical approach with a computational cost much lower than most quantum mechanical methods. Here we present LMD simulations of charge transfer between a pair of fullerene molecules, which commonly serve as electron acceptors in OSCs. We find transfer rates consistent with experimental measurements of charge mobility, suggesting that this method may provide quantitative predictions of efficiency when used to simulate materials on the device scale. Our approach also offers information that is not captured in the overall transfer rate or mobility: in the simulation data, we observe exactly when and why intermolecular transfer events occur. In addition, we demonstrate that these simulations can shed light on the properties of polarons in OSCs. Much remains to be learned about these quasi-particles, and there are no widely accepted methods for calculating properties such as effective mass and friction. Our model offers a promising approach to exploring mass and friction as well as providing insight into the details of polaron transport in OSCs. Using ab initio calculations of charges in PCBM fullerenes, a multiscale approach applies classical molecular dynamics to model charge transfer.
AbstractList Organic photovoltaics (OPVs) are a promising carbon-neutral energy conversion technology, with recent improvements pushing power conversion efficiencies over 10%. A major factor limiting OPV performance is inefficiency of charge transport in organic semiconducting materials (OSCs). Due to strong coupling with lattice degrees of freedom, the charges form polarons, localized quasi-particles comprised of charges dressed with phonons. These polarons can be conceptualized as pseudo-atoms with a greater effective mass than a bare charge. We propose that due to this increased mass, polarons can be modeled with Langevin molecular dynamics (LMD), a classical approach with a computational cost much lower than most quantum mechanical methods. Here we present LMD simulations of charge transfer between a pair of fullerene molecules, which commonly serve as electron acceptors in OSCs. We find transfer rates consistent with experimental measurements of charge mobility, suggesting that this method may provide quantitative predictions of efficiency when used to simulate materials on the device scale. Our approach also offers information that is not captured in the overall transfer rate or mobility: in the simulation data, we observe exactly when and why intermolecular transfer events occur. In addition, we demonstrate that these simulations can shed light on the properties of polarons in OSCs. Much remains to be learned about these quasi-particles, and there are no widely accepted methods for calculating properties such as effective mass and friction. Our model offers a promising approach to exploring mass and friction as well as providing insight into the details of polaron transport in OSCs. Using ab initio calculations of charges in PCBM fullerenes, a multiscale approach applies classical molecular dynamics to model charge transfer.
Author Van Voorhis, Troy
Gray, Stephen K
Larsen, Ross E
Darling, Seth B
Tretiak, Sergei
Ratcliff, Laura E
Bair, Raymond A
Pelzer, Kenley M
Vázquez-Mayagoitia, Álvaro
AuthorAffiliation University of Chicago
Argonne Leadership Computing Facility
Theoretical Division
Computational Science Center
Argonne National Laboratory
Mathematics and Computer Science Division
Institute for Molecular Engineering
Department of Chemistry
Massachusetts Institute of Technology
Computer, Environment, and Life Sciences
Computation Institute
Center for Nanoscale Materials
Center for Integrated Nanotechnologies
Materials Science Division
National Renewable Energy Laboratory
Center for Nonlinear Studies
Los Alamos National Laboratory
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  publication-title: Molecular modeling and simulation: an interdisciplinary guide
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  publication-title: Numerical methods for molecular and continuum dynamics. Lectures at the 3rd Warsaw School of Statistical Physics
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