Author

Olivier J. Cayre

University of LeedsORCID 0000-0003-1339-3686Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Microbiology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Deborah BarkeriD· 1 shared Lena DalaliD· 1 shared Nicholas J. WarreniD· 1 shared Sébastien PerrieriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperMicrobiology

Deborah BarkerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

MicrobiologyACS Polymers AuPeer-reviewedApr 27, 2026

Potentials of Machine Learning in Predicting Key Features of Synthetic Antimicrobial Polymers (SAMPs)

Lena Dalal, Deborah Barker, Nicholas J. Warren…·Sébastien Perrier

This study uses machine learning to predict the potency and toxicity of synthetic antimicrobial polymers by analyzing structure-activity relationships.

2 citations

machine learning (classical)statistical model

𝕏 PostBluesky