High-throughput screening of inorganic compounds for the discovery of novel dielectric and optical materials

被引:165
|
作者
Petousis, Ioannis [1 ]
Mrdjenovich, David [2 ]
Ballouz, Eric [3 ]
Liu, Miao [4 ]
Winston, Donald [4 ]
Chen, Wei [4 ,5 ]
Graf, Tanja [6 ]
Schladt, Thomas D. [6 ]
Persson, Kristin A. [2 ]
Prinz, Fritz B. [1 ,3 ]
机构
[1] Stanford Univ, Dept Mat Sci & Engn, Stanford, CA 94305 USA
[2] Dept Mat Sci & Engn, Hearst Min Mem Bldg, Berkeley, CA 94720 USA
[3] Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
[4] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
[5] IIT, Dept Mech Mat & Aerosp Engn, Chicago, IL 60616 USA
[6] Volkswagen Grp Res, Berliner Ring 2, D-38840 Wolfsburg, Germany
关键词
INITIO MOLECULAR-DYNAMICS; TOTAL-ENERGY CALCULATIONS; EFFECTIVE CHARGES; SPECTRA; TRANSITION; CONSTANTS; METALS;
D O I
10.1038/sdata.2016.134
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dielectrics are an important class of materials that are ubiquitous in modern electronic applications. Even though their properties are important for the performance of devices, the number of compounds with known dielectric constant is on the order of a few hundred. Here, we use Density Functional Perturbation Theory as a way to screen for the dielectric constant and refractive index of materials in a fast and computationally efficient way. Our results constitute the largest dielectric tensors database to date, containing 1,056 compounds. Details regarding the computational methodology and technical validation are presented along with the format of our publicly available data. In addition, we integrate our dataset with the Materials Project allowing users easy access to material properties. Finally, we explain how our dataset and calculation methodology can be used in the search for novel dielectric compounds.
引用
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页数:12
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