三元运算
材料科学
带隙
密度泛函理论
分解水
光子
特征向量
光电子学
理论(学习稳定性)
Pourbaix图
光催化
计算机科学
光学
物理
电化学
量子力学
生物化学
化学
电极
机器学习
程序设计语言
催化作用
作者
Ivano E. Castelli,Falco Hüser,Mohnish Pandey,Hong Li,Kristian S. Thygesen,Brian Seger,Anubhav Jain,Kristin A. Persson,Gerbrand Ceder,Karsten W. Jacobsen
标识
DOI:10.1002/aenm.201400915
摘要
Electronic bandgap calculations are presented for 2400 experimentally known materials from the Materials Project database and the bandgaps, obtained with different types of functionals within density functional theory and (partial) self‐consistent GW approximation, are compared for 20 randomly chosen compounds forming an unconventional set of ternary and quaternary materials. It is shown that the computationally cheap GLLB‐SC potential gives results in good agreement (around 15%) with the more advanced and demanding eigenvalue‐self‐consistent GW. This allows for a high‐throughput screening of materials for different applications where the bandgaps are used as descriptors for the efficiency of a photoelectrochemical device. Here, new light harvesting materials are proposed to be used in a one‐photon photoelectrochemical device for water splitting by combining the estimation of the bandgaps with the stability analysis using Pourbaix diagrams and with the evaluation of the position of the band edges. Using this methodology, 25 candidate materials are obtained and 5 of them appear to have a realistic possibility of being used as photocatalyst in a one‐photon water splitting device.
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