Sarah A. Fahlberg

Statistics

Publications

Citations

342

H-Index

Active since

2020

Affiliations

University of Wisconsin–Madison(Current)

Morgridge Institute for Research

Sarah A. Fahlberg is an author at University of Wisconsin–Madison specializing in protein design, machine learning, and sequence-function relationships.

ORCID

Publications per year

2020–2024

Publications

Neural networks to learn protein sequence–function relationships from deep mutational scanning data

Sam Gelman, Sarah A. Fahlberg, Pete Heinzelman et al. · Proceedings of the National Academy of Sciences · 2021 · 179 citations · Full text

Life Sciences, Bioinformatics, Biology +17

Machine learning-guided acyl-ACP reductase engineering for improved in vivo fatty alcohol production

Jonathan C. Greenhalgh, Sarah A. Fahlberg, Brian F. Pfleger et al. · Nature Communications · 2021 · 102 citations · Full text

Engineering, Bioengineering, Biotechnology +17

Neural network extrapolation to distant regions of the protein fitness landscape

Chase R. Freschlin, Sarah A. Fahlberg, Pete Heinzelman et al. · Nature Communications · 2024 · 44 citations · Full text

Engineering, Bioengineering, Bioinformatics +16

Neural networks to learn protein sequence-function relationships from deep mutational scanning data

Sam Gelman, Sarah A. Fahlberg, Pete Heinzelman et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 17 citations · Full text

Engineering, Bioinformatics, Biology +16

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