João Sartori

This paper introduces a benchmark dataset for enzyme function prediction and shows that current models struggle to distinguish non-functional enzyme variants from functional ones.

GAPO uses genetic algorithms with protein language models and force fields to optimize protein sequences, outperforming simulated annealing in binding and stability.