论文标题

跳跃动力学蒙特卡洛:有机半导体中部分离域电荷传输的快速准确模拟

Jumping kinetic Monte Carlo: Fast and accurate simulations of partially delocalised charge transport in organic semiconductors

论文作者

Willson, Jacob T., Liu, William, Balzer, Daniel, Kassal, Ivan

论文摘要

使用无序有机半导体开发设备需要准确且实用的电荷运输模型。在这些材料中,电荷运输是通过局部跳跃和离域带传导之间的中间状态的部分离域状态进行的。与常规跳跃相比,部分离域可以通过数量级来增加移动性,从而对材料和设备设计很重要。尽管可以使用DELACALISE KINETIC MONTE CARLO(DKMC)来描述DeLocalisation,Dise和Polaron的形成,但这是一种计算昂贵的方法。在这里,我们开发了跳跃的动力学蒙特卡洛(JKMC),该模型以与常规跳跃相当的计算成本接近DKMC的准确性。 JKMC通过使用相同的球形极性子对传导进行建模来实现其计算性能,从而对MARCUS跳跃率进行了简单的离域校正,从而使极地可以跳过其最近的邻居。 JKMC可以用于DKMC无法访问的部分离界化的制度中,以表明适度的定位可以增加迁移率高达两个数量级。

Developing devices using disordered organic semiconductors requires accurate and practical models of charge transport. In these materials, charge transport occurs through partially delocalised states in an intermediate regime between localised hopping and delocalised band conduction. Partial delocalisation can increase mobilities by orders of magnitude over conventional hopping, making it important for materials and device design. Although delocalisation, disorder, and polaron formation can be described using delocalised kinetic Monte Carlo (dKMC), it is a computationally expensive method. Here, we develop jumping kinetic Monte Carlo (jKMC), a model that approaches the accuracy of dKMC with a computational cost comparable to conventional hopping. jKMC achieves its computational performance by modelling conduction using identical spherical polarons, yielding a simple delocalisation correction to the Marcus hopping rate that allows polarons to jump over their nearest neighbours. jKMC can be used in regimes of partial delocalisation inaccessible to dKMC to show that modest delocalisation can increase mobilities by as much as two orders of magnitude.

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