Author

S. Towers

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· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:protein folding & dynamics· 2 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

H. Steel· 2 shared J. James· 2 shared I. Kempf· 1 shared J. Foerster· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersBioengineering

H. Steel

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2 papers

Recent·Most cited

Optimisation strategies for directed evolution without sequencing

J. James, S. Towers, J. Foerster, H. Steel

This paper develops selection strategies for directed evolution without sequencing, showing they can increase the probability of finding the global fitness peak by up to 7.5 fold.

bioRxiv · Mar 18, 2024 · PreprintBioengineering

Learning-Based Estimation of Fitness Landscape Ruggedness for Directed Evolution

S. Towers, J. James, H. Steel, I. Kempf

This paper introduces a learning-based method to estimate fitness landscape ruggedness during directed evolution using population average performance data, improving experimental outcomes.

bioRxiv · Feb 28, 2024 · PreprintBioengineering