Roshan Rao

Evolutionary-scale prediction of atomic-level protein structure with a language model

Zeming Lin, Halil Akin, Roshan Rao et al. · Science · 2023 · 4.9K citations · Full text

Life Sciences, Bioinformatics, Evolutionary Biology +9

Evaluating Protein Transfer Learning with TAPE

Roshan Rao, Nicholas Bhattacharya, Neil Thomas et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2019 · 689 citations · Full text

Computing, Bioinformatics, Machine Learning +16

Language models enable zero-shot prediction of the effects of mutations on protein function

Joshua Meier, Roshan Rao, Robert Verkuil et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 670 citations · Full text

Life Sciences, Bioinformatics, Biology +17

Simulating 500 million years of evolution with a language model

Roshan Rao, Halil Akin, Nicholas Sofroniew et al. · Science · 2025 · 603 citations

Life Sciences, Bioinformatics, Evolutionary Biology +14

Evolutionary-scale prediction of atomic level protein structure with a language model

Zeming Lin, Halil Akin, Roshan Rao et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2022 · 538 citations · Full text

Life Sciences, Bioinformatics, Biology +7