Monsieur Loris BERTHELOT / PhD

Contact details

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Research : NON

Title : Informatique

First registration date : 1 December 2022 / 4A

Doctoral school : Mathématiques et Informatique de Marseille

Thesis defense date : 21 January 2026

Subject : Apprentissage profond pour la détection des filaments interstellaires Galactiques

Thesis supervisor : ARTIERES Thierry

Thesis co-supervisor : ZAVAGNO Annie

Research unit : Laboratoire d'Informatique et des Systèmes

Title : Diplôme d'ingénieur Grade de master

September 2022 - Institut national des sciences appliquées de Rouen Normandie

Benchmark of filament detection methods and learning bias study
Astronomy & Astrophysics, 2025
L. Berthelot, T. Artières, A. Zavagno, D. Arzoumanian, E. Schisano, F.-X. Dupé, and M. Gray
non paru
Characterizing the interplay between Galactic star formation and ionization feedback with PRIMA
Journal of Astronomical Telescopes, Instruments, and Systems, 2025
A. ZAVAGNO, D. RUSSEIL, P. SUIN, S. ZHANG, R. KESH YADAV, M. FIGUEIRA, L. BERTHELOT, D. ARZOUMANIAN, M. RAJAN SAMAL, V. RAWAT, P. ANDRÉ, M. MATTERN, H.-L. LIU, S. SADAVORY, P. NOZARI and B. EPINAT
https://prima.ipac.caltech.edu/page/jatis-2025-special-issue-update
LIS2 (Large Image Split Segmentation) A Ready-to-Use and Modular Toolbox for Large-Scale image learning
Journal of Machine Learning Research, 2025
L. BERTHELOT, E. MAITRE, J. RABAULT, C. DE POURTALES, D. BENILLI, F.-X. DUPÉ, T. ARTIÈRES and A. ZAVAGNO
non paru
Supervised machine learning on Galactic filaments II. Encoding the position to optimize the detection of filaments over a wide range of column density and contrast
Astronomy & Astrophysics, 2024
L. Berthelot, A. Zavagno, T. Artières, F.-X. Dupé, M. Gray, D. Russeil, E. Schisano, and D. Arzoumanian
https://www.aanda.org/articles/aa/abs/2024/12/aa50828-24/aa50828-24.html