Challenges and Guidelines in Deep Generative Protein Design: Four Case Studies

Tianyuan Zheng, Alessandro Rondina, Gos Micklem +1

Deep generative models show promise for $\text{de novo}$ protein design, yet reliably producing designs that are geometrically plausible, evolutionarily consistent, functionally…