Dielectric Constant Data

Dataset of material properties used to predict dielectric constants. Available as MontyEncoder encoded compressed JSON and as CSV. The recommended download method is using the matminer.datasets module. Note on citations: If you found this dataset useful and would like to cite it in your work, please be sure to cite its original sources below rather than or in addition to this page.Dataset described in the following publication:Petousis I, Mrdjenovich D, Ballouz E, Liu M, Winston D, Chen W, Graf T, Schladt TD, Persson KA, Prinz FB (2017) High-throughput screening of inorganic compounds for the discovery of novel dielectric and optical materials. Scientific Data 4: 160134. https://doi.org/10.1038/sdata.2016.134 Dataset was adapted by Hacking Materials group from json files originally sourced from Dryad (see references 3-4 below).Petousis I, Mrdjenovich D, Ballouz E, Liu M, Chen W, Graf T, Schladt TD, Persson KA, Prinz FB (2017) Data from: High-throughput screening of inorganic compounds for dielectric and optical properties to enable the discovery of novel materials. Dryad Digital Repository. https://doi.org/10.5061/dryad.ph81h

本数据集为面向介电常数预测的材料属性数据集，提供MontyEncoder编码的压缩JSON格式与CSV格式两种存储形式。推荐通过matminer.datasets模块进行下载。
引用须知：若您认为本数据集对研究有所助益并希望在成果中加以引用，请务必引用其原始文献，而非仅引用本页面，或可在引用本页面的同时一并引用原始文献。本数据集的相关描述见于下述出版物：
Petousis I、Mrdjenovich D、Ballouz E、Liu M、Winston D、Chen W、Graf T、Schladt TD、Persson KA、Prinz FB（2017）：《用于发现新型介电与光学材料的无机化合物高通量筛选》，《科学数据》("Scientific Data") 4: 160134。https://doi.org/10.1038/sdata.2016.134
本数据集由Hacking Materials研究团队从最初从Dryad数字仓储（Dryad Digital Repository）获取的JSON文件改编而来（详见下文参考文献3-4）：
Petousis I、Mrdjenovich D、Ballouz E、Liu M、Chen W、Graf T、Schladt TD、Persson KA、Prinz FB（2017）：《数据集来自：用于助力新型材料发现的无机化合物介电与光学属性高通量筛选》，Dryad数字仓储（Dryad Digital Repository）。https://doi.org/10.5061/dryad.ph81h