2 papers
q-bio.BM2025
GeoGraph: Geometric and Graph-based Ensemble Descriptors for Intrinsically Disordered Proteins
Eoin Quinn, Marco Carobene, Jean Quentin +3
While deep learning has revolutionized the prediction of rigid protein structures, modelling the conformational ensembles of Intrinsically Disordered Proteins (IDPs) remains a key…
cs.LG2025
Discriminative protein sequence modelling with Latent Space Diffusion
Eoin Quinn, Ghassene Jebali, Maxime Seince +1
We explore a framework for protein sequence representation learning that decomposes the task between manifold learning and distributional modelling. Specifically we present a Laten…