Summary
Guided sequence-only diffusion outperforms fine-tuned autoregressive PLMs on designing high-fitness enzymes (1).
Figures
Ref (1)
1.
Yang J, Chu W, Khalil D, Astudillo R, Wittmann BJ, Arnold FH, et al. Steering Generative Models with Experimental Data for Protein Fitness Optimization. 2025; Available from: https://arxiv.org/abs/2505.15093