Author

Carolina Berg

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Bioinformatics· 1

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Approach:deep learning· 1 Organism:E. coli· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Andrew R. LeachiD· 1 shared Evgeny TankhilevichiD· 1 shared Ian P. BarrettiD· 1 shared Lovisa Holmberg SchiavoneiD· 1 shared Sergio Martínez CuestaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Andrew R. LeachORCID

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1 paper

Recent·Most cited

RP3Net: a deep learning model for predicting recombinant protein production in Escherichia coli

Evgeny Tankhilevich, Sergio Martínez Cuesta, Ian P. Barrett, Carolina Berg, Lovisa Holmberg Schiavone, Andrew R. Leach

RP3Net predicts recombinant protein production in E. coli using deep learning, achieving 77% accurate predictions and 92% correct identification of expressing constructs.

Bioinformatics · Jan 1, 2026Peer-reviewedBioinformatics