Robert Frank

In silico proof of principle of machine learning-based antibody design at unconstrained scale

Rahmad Akbar, Philippe A. Robert, Cédric R. Weber et al. · mAbs · 2022 · 88 citations · Full text

Engineering, Machine Learning, Artificial Immune System +17

The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires

Milena Pavlović, Lonneke Scheffer, Keshav Motwani et al. · Nature Machine Intelligence · 2021 · 80 citations · Full text

Unconstrained generation of synthetic antibody–antigen structures to guide machine learning methodology for antibody specificity prediction

Philippe A. Robert, Rahmad Akbar, Robert Frank et al. · Nature Computational Science · 2022 · 54 citations

Artificial Intelligence, Synthetic Antibody–antigen Structures, Machine Learning +12

Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for real-world antibody specificity prediction

Philippe A. Robert, Rahmad Akbar, Robert Frank et al. · 2021 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

In silico proof of principle of machine learning-based antibody design at unconstrained scale

Rahmad Akbar, Philippe A. Robert, Cédric R. Weber et al. · 2021 · 19 citations · Full text

Feasible Transfer Learning, Engineering, Machine Learning +18