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A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.
Specification of a common REST API for access to materials databases
Examples of using the Novel Materials Discovery (NOMAD) database, especially downloading all chemical formulas.
Usage examples and descriptions for the Elastomeric Foam Materials Properties Database