Pablo Gaínza

Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning

Pablo Gaínza, Freyr Sverrisson, Federico Monti et al. · Nature Methods · 2019 · 789 citations · Full text

Interaction Fingerprints, Protein Molecular Surfaces, Interactomics +10

Optimization of therapeutic antibodies by predicting antigen specificity from antibody sequence via deep learning

Derek M. Mason, Simon Friedensohn, Cédric R. Weber et al. · Nature Biomedical Engineering · 2021 · 295 citations · Full text

Engineering, Machine Learning, Deep Learning +12

De novo design of protein interactions with learned surface fingerprints

Pablo Gaínza, Sarah Wehrle, Alexandra Van Hall‐Beauvais et al. · Nature · 2023 · 200 citations · Full text

A computationally designed chimeric antigen receptor provides a small-molecule safety switch for T-cell therapy

Greta Giordano-Attianese, Pablo Gaínza, Elise Gray-Gaillard et al. · Nature Biotechnology · 2020 · 149 citations · Full text

Chimeric Antigen Receptor, Small-molecule Safety Switch, T-cell Therapy +10

osprey

Pablo Gaínza, Kyle E. Roberts, Ivelin S. Georgiev et al. · Methods in enzymology on CD-ROM/Methods in enzymology · 2013 · 115 citations · Full text