Author

Tuula Tenkanen

VTT Technical Research Centre of Finland

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

A. YlineniD· 1 shared Merja E. PenttiläiD· 1 shared Paula JouhteniD· 1 shared Sandra CastilloiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

A. YlinenORCID

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1 paper

Recent·Most cited

New-to-nature PHA synthase design using deep learning

Tuula Tenkanen, A. Ylinen, Paula Jouhten, Merja E. Penttilä, Sandra Castillo

This study uses a conditional variational autoencoder to design new-to-nature PHA synthases, which are validated for activity in yeast and show potential for expanding PHA material properties.

PLoS Computational Biology · Mar 19, 2026Peer-reviewedBioengineering