Confidence is the key: how conformal prediction enhances the generative design of permeable peptides

Laura van Weesep, Sunay Chankeshwara, Leonardo De Maria +3

Generative models coupled with reinforcement learning (RL), such as REINVENT and PepINVENT, have emerged as a powerful framework for de novo molecular design. During the ideation p…