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 · 93 citations · Full text

Pharmacy, Bioengineering, Computational Design +16

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

Milena Pavlović, Lonneke Scheffer, Keshav Motwani et al. · Nature Machine Intelligence · 2021 · 87 citations · Full text

Life Sciences, Bioinformatics, Immunology +14

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 · 56 citations

Pharmacy, Chemical Biology, Immunology +14

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. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 20 citations · Full text

Pharmacy, Bioinformatics, Immunology +14

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

Rahmad Akbar, Philippe A. Robert, Cédric R. Weber et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 19 citations · Full text

Pharmacy, Bioengineering, Computational Design +16