Author

Giacomo Nardi

Centre National de la Recherche ScientifiqueORCID 0009-0005-6498-8470Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell signaling & trafficking· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anne BrelotiD· 1 shared Jean‐Christophe Olivo‐MaríniD· 1 shared Margaux BilayiD· 1 shared Matheus Santos Sano· 1 shared Thibault LagacheiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBiophysics

Anne BrelotORCID

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1 paper

Recent·Most cited

BiophysicsiSciencePeer-reviewedSep 1, 2026

Characterizing particle dynamics in live imaging through stochastic physical models and machine learning

Giacomo Nardi, Matheus Santos Sano, Margaux Bilay…·Thibault Lagache

This paper develops a machine learning method to classify subdiffusive particle dynamics in live imaging, showing it can distinguish different motion behaviors and reveal how receptor dynamics relate to HIV-1 activity.

DOI 10.1016/j.isci.2026.117435

humanfluorescence / live-cell microscopy

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