Author

Louisa González Somermeyer

Institute of Science and Technology AustriaORCID 0000-0001-9139-5383Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Synthetic Biology· 1

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 Maria-Elisenda Alaball PujoliD· 1 shared

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2022-2022 · peak 1/yr

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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

Synthetic BiologyeLifePeer-reviewedMay 4, 2022

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

Louisa González Somermeyer, Aubin Fleiss, Alexander S. Mishin…·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.

66 citationstop 2%

protein sequencemachine learning (classical)

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