Area Science Park

university

https://www.areasciencepark.it/en/

AI & ML interests

The Laboratory of Data Engineering is involved in Machine Learning research spanning from AI interpretability to Life Sciences applications.

Recent Activity

evillegasgarcia updated a Space about 1 month ago

area-science-park/esm3-ppisites

evillegasgarcia updated a Space about 2 months ago

area-science-park/esm3-ppisites

evillegasgarcia updated a model 2 months ago

area-science-park/ESM3-PPISites

View all activity

evillegasgarcia

updated a Space about 1 month ago

ESM3-PPIsites

🔬

Protein Protein Interaction Sites prediction

evillegasgarcia

updated a model 2 months ago

area-science-park/ESM3-PPISites

Feature Extraction • 1B • Updated Jun 20 • 52 • 1

evillegasgarcia

posted an update 3 months ago

Post

159

Introducing ESM3-PPISites! 🧬🤖 We leveraged the multimodal ESM3 to predict protein-protein interaction interfaces with state-of-the-art accuracy—using only sequence data! By feeding these predictions into HADDOCK 🧩, we can accurately reconstruct protein complexes while reducing computation time by an order of magnitude.
🚀 Test the live model on spaces: area-science-park/esm3-ppisites
📄 Read the preprint: https://doi.org/10.64898/2026.05.29.728739
#Bioinformatics #MachineLearning #ProteinDocking