Author

Nina G. Bozhanova

Vanderbilt UniversityORCID 0000-0002-2164-5698Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Alexander S. MishiniD· 1 shared Anna A. IgolkinaiD· 1 shared Aubin FleissiD· 1 shared Ekaterina V. PutintsevaiD· 1 shared Fyodor A. KondrashoviD· 1 shared Jens MeileriD· 1 shared Karen S. SarkisyaniD· 1 shared Louisa González SomermeyeriD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperSynthetic Biology

Alexander S. MishinORCID

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1 paper

Recent·Most cited

Heterogeneity of the GFP fitness landscape and data-driven protein design

Louisa González Somermeyer, Aubin Fleiss, Alexander S. Mishin, Nina G. Bozhanova, Anna A. Igolkina, Jens Meiler, Maria-Elisenda Alaball Pujol, Ekaterina V. Putintseva, Karen S. Sarkisyan, Fyodor A. Kondrashov

The paper characterizes fitness landscapes of fluorescent proteins and finds that flat landscapes are less suitable for machine learning-based protein design.

eLife · May 4, 2022Peer-reviewedSynthetic Biology