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Sam Gelman

Explore the profile of Sam Gelman including associated specialties, affiliations and a list of published articles. Areas
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Articles 2
Citations 58
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Recent Articles
1.
Gelman S, Johnson B, Freschlin C, Sharma A, DCosta S, Peters J, et al.
bioRxiv . 2024 Apr; PMID: 38559182
Protein language models trained on evolutionary data have emerged as powerful tools for predictive problems involving protein sequence, structure, and function. However, these models overlook decades of research into biophysical...
2.
Gelman S, Fahlberg S, Heinzelman P, Romero P, Gitter A
Proc Natl Acad Sci U S A . 2021 Nov; 118(48). PMID: 34815338
The mapping from protein sequence to function is highly complex, making it challenging to predict how sequence changes will affect a protein's behavior and properties. We present a supervised deep...