A Dynamics-Informed Machine Learning Framework for Inhibitor Optimization Against Quickly Evolving Targets to Avoid Resistance
Lauren E. Intravaia, Jagroop Kaur, Ala M. Shaqra…·Celia A. Schiffer
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.