The crystal trick that makes old structures look newly discovered
A geometric audit of Google’s GNoME crystal catalogs shows why new-looking files can masquerade as new materials—and how to test novelty.
ai materials discovery
The Geometry Test That Asks Whether AI Found a New Material
A geometric fingerprint helps scientists audit AI-generated crystal databases—and shows why a different file is not always a different material.