Milena Pavlović

A compact vocabulary of paratope-epitope interactions enables predictability of antibody-antigen binding

Rahmad Akbar, Philippe A. Robert, Milena Pavlović et al. · Cell Reports · 2021 · 181 citations · Full text

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

immuneSIM: tunable multi-feature simulation of B- and T-cell receptor repertoires for immunoinformatics benchmarking

Cédric R. Weber, Rahmad Akbar, Alexander Yermanos et al. · Bioinformatics · 2020 · 72 citations · Full text

Hopfield Networks is All You Need

Hubert Ramsauer, Bernhard Schäfl, Johannes M. Lehner et al. · arXiv (Cornell University) · 2020 · 71 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19