Publications
ORCID
[!DISCLAIMER] The ADS list includes all papers on record, including collaboration papers where my contribution may have been indirect. The publications listed below are those where I led the work or made significant contributions.
Deep learning approach for breaking the stellar/galaxy degeneracy in single wide-band photometric images, applied to Euclid-like survey data.
Validation of Euclid OU-LE3 weak-lensing mass measurements for galaxy clusters using simulations and multi-survey observational data.
Unified weak-lensing reanalysis of galaxy cluster catalogues across five major imaging surveys, providing consistent mass calibration ahead of Euclid.
First weak-lensing analysis of CFIS r-band data over 1,700 deg² yielding shapes for 40 million galaxies.
First public release of ShapePipe, an open-source modular weak-lensing measurement and analysis pipeline written in Python.
Observational analysis of the halo bias-mass relation from ~7,000 AMICO galaxy cluster candidates in KiDS-DR3.
BlendHunter: a deep-transfer-learning approach for automated identification of blended sources in galaxy survey data.
PySAP provides flexible tools for compressed sensing and image reconstruction in astrophysics and MRI.
Final results of the Euclid Cluster Finder Challenge selecting AMICO and PZWav for the Euclid pipeline.
Low-rank matrix approximation as regularisation prior for space-variant PSF deconvolution of galaxy images.
A catalogue of 313 galaxy groups and clusters from the 2SLAQ survey using a friends-of-friends algorithm.