Petros Daras

AntiSite predicts antibody paratopes using a single model that works with or without structural data through modality dropout.

The paper identifies an interaction site between ATXN1 and MED15 and shows that targeting this site with a chemical compound reduces polyQ-expanded protein dimerization in SCA1.

ParaSurf improves paratope prediction by integrating surface geometry and non-geometric factors, achieving state-of-the-art results across multiple metrics.