Pascal Notin

Disease variant prediction with deep generative models of evolutionary data

Jonathan Frazer, Pascal Notin, Mafalda Dias et al. · Nature · 2021 · 786 citations

Disease Variant Prediction, Genetics, Medicine +8

Machine learning for functional protein design

Pascal Notin, Nathan Rollins, Yarin Gal et al. · Nature Biotechnology · 2024 · 206 citations

Functional Protein Design, Natural Sciences, Computational Biology +6

ProteinGym: Large-Scale Benchmarks for Protein Design and Fitness Prediction

Pascal Notin, Aaron W. Kollasch, Daniel P. Ritter et al. · 2023 · 186 citations · Full text

Inverse Folding, Engineering, Machine Learning +19

Learning from prepandemic data to forecast viral escape

Nicole N. Thadani, Sarah F. Gurev, Pascal Notin et al. · Nature · 2023 · 154 citations · Full text

Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval

Pascal Notin, Mafalda Dias, Jonathan Frazer et al. · arXiv (Cornell University) · 2022 · 123 citations · Full text

Multiplexed Assays, Biomolecular Structure Prediction, Genetics +20