Reverie

Reverie

Reverie Labs is building a pharma company from scratch, using computation. Reverie Labs accelerates preclinical drug development by applying machine learning to lead generation & optimization. Using recently-developed machine learning techniques, Reverie Labs has developed best-in-class structure-based predictive models for potency and ADME/PK properties of small molecules. Reverie Labs has developed a multi-objective molecular optimizer that applies evolutionary algorithms to conceive new molecules that optimize for many ADME/PK properties simultaneously while maintaining potency and synthesizability.

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