{"repo":"sedaoturak/data-resources-for-materials-science","free":true,"listed":false,"github":"https://github.com/sedaoturak/data-resources-for-materials-science","clone":"git clone https://github.com/sedaoturak/data-resources-for-materials-science.git","description":"A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.","language":null,"stars":454,"topics":["materials-science","materials-informatics","material-design","materials-data","materials-databases","materials-datasets","material-properties"],"license":null,"category":"machine-learning","readme_excerpt":"The Collection of Database and Dataset Resources in Materials Science This collection includes the list of online and offline resources of physical, chemical, mechanical and all other properties of materials. Helping the students or enthusiasts who seek necessary data to practice machine learning techniques is the main motivation of this collection. It is also expected to assist the researchers in the material informatics field. In the first three sections below, you can find the list of databases and dataset-sharing platforms accessible publicly and the information of the books/handbooks including materials data. Additionally, in the last section, there are couple of toy datasets shared by researchers for educational purposes of machine learning techniques in materials science. Databases in Materials Science Database Name Description ------------- ----------- NIST Materials Genome Initiative (MGI) Several databases for different material classes NIST Materials Data Curation System (Part of MGI) Phase transformation temperatures (e.g. melting, solidus, solvus), lattice parameters, thermal expansion, elastic constants, and diffusion coefficients and compositions profiles NIST Materials Data Repository (Part of MGI) Data of different materials shared by researchers MDR NIMS Materials Data Repository Datasets, publications, collections related to all material classes The NIMS Materials Database (MatNavi) Polymers, inorganic material, metallic material and computational electroni","default_branch":null,"files":null,"tree":[],"storefront":"/r/sedaoturak","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sedaoturak/data-resources-for-materials-science/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}