Fergus Boyles

Observed Antibody Space: A diverse database of cleaned, annotated, and translated unpaired and paired antibody sequences

Tobias Hegelund Olsen, Fergus Boyles, Charlotte M. Deane · Protein Science · 2021 · 328 citations · Full text

Antibody Repertoires, Observed Antibody Space, Immunology +23

ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins

Brennan Abanades, Wing Ki Wong, Fergus Boyles et al. · Communications Biology · 2023 · 280 citations · Full text

Learning from the ligand: using ligand-based features to improve binding affinity prediction

Fergus Boyles, Charlotte M. Deane, Garrett M. Morris · Bioinformatics · 2019 · 105 citations · Full text

ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins

Brennan Abanades, Wing Ki Wong, Fergus Boyles et al. · 2022 · 32 citations · Full text

Engineering, Machine Learning, Immunology +16

Protein-Ligand Interaction Graphs: Learning from Ligand-Shaped 3D Interaction Graphs to Improve Binding Affinity Prediction

Marc A. Moesser, Dominik Klein, Fergus Boyles et al. · 2022 · 30 citations · Full text

Graph Representation Learning, Engineering, Molecular Biology +23