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    Use Cases

    Real-world applications of CHEESE technology in drug discovery and cheminformatics.

    3D Molecular Analysis with CHEESE Embeddings: A Neurosteroid Case Study
    May 26, 2026

    3D Molecular Analysis with CHEESE Embeddings: A Neurosteroid Case Study

    How CHEESE electrostatic embeddings prospectively identified the most active neurosteroid among six candidates—later confirmed as a potent GABAA receptor modulator with in vivo analgesic efficacy.

    Rapid Hit Expansion Using CHEESE Search
    April 7, 2026

    Rapid Hit Expansion Using CHEESE Search

    From single molecules into millions of relevant compounds in a matter of seconds

    Applying CHEESE Embeddings to Uncover Hidden Structural Patterns
    March 11, 2026

    Applying CHEESE Embeddings to Uncover Hidden Structural Patterns

    How CHEESE shape embeddings achieved a 67% hit rate and 1st place in the 9ADD Challenge, outperforming classical Morgan fingerprint-based approaches.

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