Author

N. Swainston

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 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:software / tool· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

D. B. Kell· 1 shared F. Shah· 1 shared J. Herisson· 1 shared J.-L. Faulon· 1 shared L. Faure· 1 shared M. du Lac· 1 shared M. Mahdy· 1 shared P. Carbonell· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperPharmacology & Toxicology

D. B. Kell

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2 papers

Recent·Most cited

VAE-Sim: a novel molecular similarity measure based on a variational autoencoder

S. Samanta, S. O'Hagan, N. Swainston, T. J. Roberts, D. B. Kell

VAE-Sim introduces a variational autoencoder to compute molecular similarity, offering a novel metric that outperforms traditional fingerprint-based methods.

bioRxiv · Jun 26, 2020Pharmacology & Toxicology

Galaxy-SynBioCAD: Synthetic Biology Design Automation tools in Galaxy workflows

M. du Lac, T. Duigou, J. Herisson, P. Carbonell, N. Swainston, V. Zulkower, F. Shah, L. Faure, M. Mahdy, P. Soudier, J.-L. Faulon

Galaxy-SynBioCAD provides a workflow platform for synthetic biology design, enabling compatible tools and workflows to automate metabolic pathway design with 65% success in retrieving literature pathways.

bioRxiv · Jun 14, 2020 · PreprintBioengineering