A brief description of what this project does and who it's for
For building an AI/ML model, there is a need of the huge input database, the data may be the experimental results such as dielectric constants of the perovskites or a collection of the work functions of the perovskite halides, another way is the open-source materials database. Here, we are providing a direct way to reach to the various materials databases for implementing the AI/ML models particularly for the materials science.
- The Materials Project (https://materialsproject.org/): A database of over 100,000 materials and their properties, including crystal structures, electronic properties, and thermodynamic data.
- The NIST Materials Data Curation System (https://mml.nist.gov/MDS/): A database containing a wide range of materials data including phase diagrams, crystal structures, and thermal properties.
- The Open Quantum Materials Database (OQMD) (https://oqmd.org/): A database of over half a million theoretical and experimental materials properties, including formation energies, crystal structures, and electronic properties.
- The Inorganic Crystal Structure Database (ICSD) (https://icsd.fiz-karlsruhe.de/search/index.xhtml): A database containing over 400,000 crystal structures of inorganic compounds and minerals.
- The Cambridge Structural Database (CSD) (https://www.ccdc.cam.ac.uk/solutions/csd/): A database of over 900,000 small-molecule crystal structures, including organic, inorganic, and organometallic compounds.
- The Polymer Data Service (https://www.polymerdatabase.com/): A database of polymer properties, including mechanical, thermal, and rheological properties.
- The Ceramic Data Compilation (CDC) (https://ceramics.org/ceramic-data-compilation-cdc): A database containing physical and chemical properties of ceramics and glass materials, including thermal expansion and electrical properties.
- The Alloy Phase Diagram Database (APD) (https://www.aps.anl.gov/Alloy-Phase-Diagram/Home.aspx): A database of binary and ternary alloy phase diagrams, including equilibrium phase diagrams and solidification paths.
- The Materials Genome Initiative (MGI) (https://www.mgi.gov/): A database that provides access to materials data, tools, and resources to support materials innovation and design.
- The Nano Material Database (NMD) (http://www.nano.gov/nanomaterial-database): A database of over 2,000 nanomaterials, including their properties, synthesis methods, and potential applications.
- The 2D Materials Database (2D-MD) (https://2d-md.eu/): A database of structural and electronic properties of 2D materials, including graphene, transition metal dichalcogenides (TMDs), and other 2D materials.
- The 2D Crystal Consortium (2DCC) (https://2dcc.cnr.it/): A database of experimental and theoretical properties of 2D materials, including graphene, TMDs, and other 2D materials.
- The 2D Crystal Structure Database (2D-CSD) (https://2d-csd.materialscloud.org/): A database of crystal structures of 2D materials, including graphene, TMDs, and other 2D materials.
- The Two-Dimensional Materials Database (2DM) (https://2dmaterials.org/): A database of properties of 2D materials, including graphene, TMDs, and other 2D materials, with a focus on electronic and optical properties.
- The International Graphene Database (IGDB) (https://www.graphene-database.com/): A database of experimental and theoretical properties of graphene and related 2D materials, including thermal, electrical and mechanical properties.