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Journal ArticleDOI

Rapid Evaluation of Dynamic Electronic Disorder in Molecular Semiconductors

TLDR
In this article, the authors describe a methodology for the fast evaluation of the dynamic electronic disorder for molecular semiconductors from their crystalline structure, which is accelerated by using the Cartesian gradient of transfer integral and approximate phonons evaluated within the rigid body approximation.
Abstract
One of the key factors limiting the charge mobility of molecular semiconductors is the fluctuation of transfer integrals, also known as dynamic disorder. This is a manifestation of the nonlocal electron–phonon coupling, a property that is computationally expensive to evaluate and, so far, prevented the study of this property on large datasets of molecules. In this article, we describe a methodology for the fast evaluation of the dynamic electronic disorder for molecular semiconductors from their crystalline structure. The computation is accelerated by (i) the evaluation of the Cartesian gradient of transfer integral and (ii) the use of approximate phonons evaluated within the rigid body approximation. The quality of the approximations is checked against less-approximated alternatives. This method is used to study a range of molecular crystals, and some general trends on the behavior of the nonlocal electron–phonon coupling are discussed. A strategy to find the optimal relative position between interacting...

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Citations
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Read between the Molecules: Computational Insights into Organic Semiconductors.

TL;DR: This Perspective presents major computational challenges and modern methodological strategies to advance the field of molecular organic semiconductors from insights and design principles at the quantum chemical level, in-depth atomistic modeling based on multiscale protocols, morphological prediction and characterization as well as energy-property maps involving data-driven analysis.
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Electron transfer in confined electromagnetic fields.

TL;DR: In this paper, a generalized framework for the interaction between a charged molecular system and a quantized electromagnetic field of a cavity was proposed and applied to the problem of electron transfer between a donor and an acceptor placed in a confined vacuum electromagnetic field.
Journal ArticleDOI

Active discovery of organic semiconductors.

TL;DR: In this paper, an active machine learning (AML) approach is presented that explores an unlimited search space through consecutive application of molecular morphing operations, evaluating the suitability of OSC candidates on the basis of charge injection and mobility descriptors, and successively queries predictive-quality first-principles calculations to build a refining surrogate model.
Journal ArticleDOI

Practical Computation of the Charge Mobility in Molecular Semiconductors Using Transient Localization Theory

TL;DR: In this paper, the authors describe a practical and flexible procedure to compute the charge carrier mobility in the transient localization regime, which can be transparently linked with the results of electronic structure calculations and can be used to extract the charge mobility at no additional cost.
Journal ArticleDOI

Machine Learning for Predicting Electron Transfer Coupling

TL;DR: This work systematically investigated the generality of the ML models, the choice of features and target labels, and the distance and orientation dependence of electronic coupling, and developed a machine learning approach to evaluate electronic coupling.
References
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Journal ArticleDOI

Special points for brillouin-zone integrations

TL;DR: In this article, a method for generating sets of special points in the Brillouin zone which provides an efficient means of integrating periodic functions of the wave vector is given, where the integration can be over the entire zone or over specified portions thereof.
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A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu

TL;DR: The revised DFT-D method is proposed as a general tool for the computation of the dispersion energy in molecules and solids of any kind with DFT and related (low-cost) electronic structure methods for large systems.
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The Cambridge Structural Database

TL;DR: The creation, maintenance, information content and availability of the Cambridge Structural Database (CSD), the world’s repository of small molecule crystal structures, are described.
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Charge transport in organic semiconductors.

TL;DR: Electronic Coupling in Oligoacene Derivatives: Factors Influencing Charge Mobility, and the Energy-Splitting-in-Dimer Method 3.1.
Journal ArticleDOI

Self-consistent-charge density-functional tight-binding method for simulations of complex materials properties

TL;DR: In this paper, an extension of the tight-binding (TB) approach to improve total energies, forces, and transferability is presented. The method is based on a second-order expansion of the Kohn-Sham total energy in density-functional theory (DFT) with respect to charge density fluctuations.
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