Lauren E. Intravaia

This paper introduces ROBUST, a machine learning framework that identifies energetic determinants of inhibitor potency against evolving targets, demonstrating its utility in predicting and optimizing inhibitors with improved resistance profiles.

This study investigates how the two active sites of SARS-CoV-2 Mpro communicate and cooperate in catalysis using enzymatic assays, crystal structures, and engineered mutations.