Protein Counterfactuals via Diffusion-Guided Latent Optimization

Weronika Kłos, Sidney Bender, Lukas Kades

Deep learning models can predict protein properties with unprecedented accuracy but rarely offer mechanistic insight or actionable guidance for engineering improved variants. When…