论文标题
无机半导体的高通量光吸收光谱
High-throughput optical absorption spectra for inorganic semiconductors
论文作者
论文摘要
光学吸收光谱构成了最基本的材料特征之一,其相关应用从物质鉴定到能量收集和光电子。但是,目前缺乏实验和计算光谱的数据库。在这项研究中,我们为光吸收光谱设计了一个计算工作流程,并将模拟光谱整合到材料项目中。使用密度功能理论,我们计算了频率依赖性的介电函数和相应的吸收系数,用于1000多种不同的晶体结构和化学的固体化合物。计算出的光谱显示出极好的一致性,这是由Pearson相关性高值量化的,在应用HSE功能的带隙校正时,实验结果。光谱中证明的计算精度表明,工作流程可以应用于具有特定光学特性的材料的筛选研究中。
An optical absorption spectrum constitutes one of the most fundamental material characteristics, with relevant applications ranging from material identification to energy harvesting and optoelectronics. However, the database of both experimental and computational spectra is currently lacking. In this study, we designed a computational workflow for the optical absorption spectrum and integrated the simulated spectra into the Materials Project. Using density-functional theory, we computed the frequency-dependent dielectric function and the corresponding absorption coefficient for more than 1000 solid compounds of varying crystal structure and chemistry. The computed spectra show excellent agreement, as quantified by a high value of the Pearson correlation, with experimental results when applying the band gap correction from the HSE functional. The demonstrated calculated accuracy in the spectra suggests that the workflow can be applied in screening studies for materials with specific optical properties.