电子跃迁视觉分析的分割驱动剥离

Mohit K. Sharma, Talha Bin Masood, S. S. Thygesen, M. Linares, I. Hotz, V. Natarajan
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引用次数: 5

摘要

由于光的吸收或发射,分子中的电子跃迁是一个复杂的量子力学过程。他们的研究在新型材料的设计中起着重要作用。研究中一个常见但具有挑战性的任务是确定这些电子跃迁的性质,即分子的哪些亚群通过提供或接受电子参与了跃迁,然后调查不同跃迁或分子构象的供体-受体行为的变化。本文提出了一种研究电子跃迁的新方法,该方法基于双变量场的视觉分析,即空穴和粒子自然跃迁轨道(NTO)中的电子密度。可视化分析侧重于二元场与其空间域相关联的连续散点图(csp)。该方法支持在空间域中以纤维表面的形式显示的CSP中的选择、原子分组和密度场分割以剥离CSP。这种剥离操作是可视化分析过程的核心,有助于识别供体和受体。我们研究了不同的分子系统,识别了局部激发和电荷转移激发,以证明该方法的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Segmentation Driven Peeling for Visual Analysis of Electronic Transitions
Electronic transitions in molecules due to absorption or emission of light is a complex quantum mechanical process. Their study plays an important role in the design of novel materials. A common yet challenging task in the study is to determine the nature of those electronic transitions, i.e. which subgroups of the molecule are involved in the transition by donating or accepting electrons, followed by an investigation of the variation in the donor-acceptor behavior for different transitions or conformations of the molecules. In this paper, we present a novel approach towards the study of electronic transitions based on the visual analysis of a bivariate field, namely the electron density in the hole and particle Natural Transition Orbital (NTO). The visual analysis focuses on the continuous scatter plots (CSPs) of the bivariate field linked to their spatial domain. The method supports selections in the CSP visualized as fiber surfaces in the spatial domain, the grouping of atoms, and segmentation of the density fields to peel the CSP. This peeling operator is central to the visual analysis process and helps identify donors and acceptors. We study different molecular systems, identifying local excitation and charge transfer excitations to demonstrate the utility of the method.
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