Nathan Rollins

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

Inferring protein 3D structure from deep mutation scans

Nathan Rollins, Kelly P. Brock, Frank J. Poelwijk et al. · Nature Genetics · 2019 · 173 citations · Full text

Protein 3D, Structural Bioinformatics, Computational Biology +6

Multiplexed measurement of variant abundance and activity reveals VKOR topology, active site and human variant impact

Melissa A. Chiasson, Nathan Rollins, Jason J. Stephany et al. · eLife · 2020 · 99 citations · Full text

PDBe-KB: collaboratively defining the biological context of structural data

Mihály Váradi, Stephen Anyango, David Armstrong et al. · Nucleic Acids Research · 2021 · 86 citations · Full text

Engineering, Molecular Biology, Bioinformatics Database +16