Author

Jack S. Peters

University of OxfordORCID 0000-0001-8829-7555Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Jack BardziliD· 2 shared Jan Christoph ThieleiD· 2 shared Justin L. P. BeneschiD· 2 shared Philipp KukuraiD· 2 shared Dan LoewenthaliD· 1 shared Dominik ŠamaniD· 1 shared Kishwar IqbaliD· 1 shared Konstantin ZouboulisiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBiophysics

Jack BardzilORCID

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2 papers

Recent·Most cited

BiophysicsNature MethodsPeer-reviewedOct 26, 2026

Continuous mass photometry by single molecule trapping

Dan Loewenthal, Roi Asor, Stephen Austen Thorpe…·Philipp Kukura

This paper introduces a method for continuous mass photometry of single molecules, enabling long-term observation of biomolecular interactions with high mass precision and temporal resolution.

1 citation

experimental assay

𝕏 PostBluesky

BiophysicsACS NanoPeer-reviewedJan 19, 2026

Deep learning-based event classification of mass photometry data for optimal mass measurement at the single-molecule level

Kishwar Iqbal, Jan Christoph Thiele, Dominik Šaman…·Philipp Kukura

This paper introduces a deep learning method to classify mass photometry events, improving single-molecule mass measurement accuracy by reducing artifacts and enhancing resolving power.

5 citationstop 1%

imagingdeep learning

𝕏 PostBluesky