Author

Stephen D. Evans

University of LeedsORCID 0000-0001-8342-5335Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Approach:microscopy & imaging analysis· 1

Frequent Co-Authors

Peter G. AdamsiD· 2 shared Daniel E. RollinsiD· 1 shared George R. HeathiD· 1 shared Kenichi MorigakiiD· 1 shared Maya Tekchandani· 1 shared Megan Westerell· 1 shared Simon D. ConnelliD· 1 shared Sophie A. MeredithiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 20 mutual co-author links

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2 shared papersBiophysics

Peter G. AdamsORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintOct 21, 2026

afMLevel: Deep learning U-Net Models for Levelling Atomic Force Microscopy Images and Movies

Maya Tekchandani, Daniel E. Rollins, Megan Westerell…·George R. Heath

This paper introduces two U-Net models for automatically levelling AFM images and movies, outperforming classical methods and reducing manual intervention.

DOI 10.64898/2026.10.19.760138

imagingdeep learning

𝕏 PostBluesky

BiophysicsBiophysical JournalPeer-reviewedJul 22, 2024

Evidence for a transfer-to-trap mechanism of fluorophore concentration quenching in lipid bilayers

Sophie A. Meredith, Yuka Kusunoki, Stephen D. Evans…·Peter G. Adams

The paper investigates fluorescence quenching in lipid bilayers using FLIM and finds varying quenching behavior among fluorophores, supporting a transfer-to-trap mechanism with concentration-dependent trap formation.

10 citations

imagingmicroscopy & imaging analysis

𝕏 PostBluesky