Edith Villegas

evillegasgarcia

3 13

https://www.linkedin.com/in/edithvillegas

edithvillegas

AI & ML interests

NLP applications to life sciences

Recent Activity

updated a Space 8 days ago

area-science-park/esm3-ppisites

liked a Space 11 days ago

pantoniadis/platito

updated a model 11 days ago

area-science-park/ESM3-PPISites

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Organizations

updated a Space 8 days ago

ESM3-PPIsites

🔬

Protein Protein Interaction Sites prediction

liked a Space 11 days ago

PLaTITO — Accelerating Protein Molecular Dynamics

🚀

Generate protein motion trajectories from a PDB file

updated a model 11 days ago

area-science-park/ESM3-PPISites

Feature Extraction • 1B • Updated 11 days ago • 87 • 1

liked a model 21 days ago

area-science-park/ESM3-PPISites

Feature Extraction • 1B • Updated 11 days ago • 87 • 1

posted an update 21 days ago

Post

154

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