Sebastian Franz

DeePEn evaluates protein engineering models' ability to predict fitness of variants with increasing mutational distance from wildtype.

This study uses pseudoperplexity to assess whether ProtT5 memorizes its training data, finding detectable but limited memorization.

Biocentral provides an open embedding-based service for protein predictions, demonstrating its utility with a virus database analysis and training module.