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Citations per year
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Cited by
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Since 2020
Citations
143
143
h-index
2
2
i10-index
1
1
0
60
30
2021
2022
2023
2024
7
25
57
54
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Co-authors
Philip A. Romero
Biomedical Engineering, Duke University
Verified email at duke.edu
Anthony Gitter
Associate Professor, University of Wisconsin-Madison; Morgridge Institute for Research
Verified email at biostat.wisc.edu
Sarah Fahlberg
Research Intern, University of Wisconsin-Madison
Verified email at wisc.edu
Bryce Johnson
PhD Student in Computer Science, University of Wisconsin - Madison
Verified email at wisc.edu
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Sam Gelman
Machine Learning Scientist, Morgridge Institute for Research
Verified email at wisc.edu
Machine learning
protein engineering
Articles
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Year
Neural networks to learn protein sequence–function relationships from deep mutational scanning data
S Gelman, SA Fahlberg, P Heinzelman, PA Romero, A Gitter
Proceedings of the National Academy of Sciences 118 (48), e2104878118
, 2021
135
2021
Biophysics-based protein language models for protein engineering
S Gelman, B Johnson, C Freschlin, S D’Costa, A Gitter, PA Romero
bioRxiv
, 2024
8
2024
Learning Protein Sequence-Function Relationships for Protein Engineering
S Gelman
The University of Wisconsin-Madison
, 2023
2023
Green fluorescent protein engineering with a biophysics-based protein language model
S Gelman, B Johnson, CR Freschlin, S D'Costa, A Gitter, P Romero
ICLR 2024 Workshop on Generative and Experimental Perspectives for …
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