Author

G. Valentini

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

Hyperbolic Graph Representation Learning for Differential Diagnosis on Biomedical Knowledge Graphs

A preliminary study of hyperbolic graph representation learning for Mendelian-disease differential diagnosis on a patient-integrated biomedical graph suggests that hyperbolic embeddings can exploit biomedical hierarchical structure while supporting diagnostic reasoning over heterogeneous patient-level graphs.

Pietro Miotto, Lucia Mellini, Tommaso Marzi et al. · 0 citations

#protein folding Open access Aug 2026

Protein language model-generated enzyme sequences exhibit high stability in molecular dynamics simulations

By combining conditional pre-trained language model fine-tuning with dynamic structural evaluation, the framework advances beyond static sequence-based predictions to address the structural and functional dimensions of enzyme behavior, key aspects for both biomedical and industrial applications.

E. M. A. Fassi, Marco Nicolini, Emanuele Saitto et al. · Frontiers in Artificial Inte... · 0 citations