Nicholas Z. Randolph

Transfer learning to leverage larger datasets for improved prediction of protein stability changes

Henry Dieckhaus, Michael Brocidiacono, Nicholas Z. Randolph et al. · Proceedings of the National Academy of Sciences · 2024 · 167 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +16

In silico evolution of autoinhibitory domains for a PD-L1 antagonist using deep learning models

Odessa J. Goudy, Amrita Nallathambi, Tomoaki Kinjo et al. · Proceedings of the National Academy of Sciences · 2023 · 43 citations · Full text

Pharmacy, Bioinformatics, Pharmacology +17

Transfer learning to leverage larger datasets for improved prediction of protein stability changes

Henry Dieckhaus, Michael Brocidiacono, Nicholas Z. Randolph et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 19 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +16

Global sensitivity analysis informed model reduction and selection applied to a Valsalva maneuver model

E. Benjamin Randall, Nicholas Z. Randolph, Alen Alexanderian et al. · Journal of Theoretical Biology · 2021 · 11 citations · Full text

Engineering, Mathematics, Dynamical Systems +15

Invariant point message passing for protein side chain packing

Nicholas Z. Randolph, Brian Kuhlman · Proteins Structure Function and Bioinformatics · 2024 · 10 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +17