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MatScape AI

A bird’s-eye view of AI in materials science

Explore the models, agents, datasets, and tools shaping materials discovery.

Curated evidence and a growing discovery directory

Search the curated catalog and source listings from the discovery directory.

Unique systems are counted once across matching sources. Publication records are counted separately.

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Map of scientific categories

Literature discovery: awaiting activation. Scientific review and automated checks are recorded separately.

A starting point for reading, not a performance ranking. Confirmed shared identities count once; source listings and recorded versions remain available in each profile. Publications, benchmark collections, individual tasks, and paper candidates have separate counting units. “Reviewed” describes source curation, not independent scientific validation.