Before that, I was a Lecteur Hadamard research fellow funded by the FMJH working at the CMAP, École Polytechnique, a post-doctoral Marie-Skłodowska Curie fellow at the University of Genova and a PhD student at the Cambridge Image Analysis research group.
I have been granted an ERC Startig Grant 2023. The project MALIN (Model-aware learning for imaging inverse problems in fluorescence microscopy) will conceive and validate new physics-inspired learning methdos for the solution of challenging inverse problems in fluorescence microscopy with many applications in the field of developmental biology. Press releases: here, here and here.
My research focuses on the development of analytical models and efficient algorithms for mathematical image processing. My main research topics are:
variational models for imaging inverse problems
biological image processing and analysis
digital restoration of artworks
bio-inspired models for vision
ANR JCJC TASKABILE - Task-adapted bilevel learning of flexible statistical models for imaging and vision. Project website
ANR PRC MICROBLIND - Blind inverse problems and optical microscopy. PI: P. Weiss (CNRS, IMT).
Co-organiser (with S. Vaiter, CNRS, LJAD) of the UCA OptAzur seminar series on optimisation and its applications, starting date: September 18 2023.
Co-organiser, with E. Soubies (CNRS) and P. Weiss (CNRS) of the conference 30 years of mathematics for optical imaging, September 25-27, Marseille, France.
Co-organiser, with M. Corneli (UCA, FR), I. Théry (CNRS, FR), V. L. Coli (UCA, FR), of the workshop Artificial intelligence and applied mathematics for history and archaeloogy (IAMAHA), November 27-28 2023.
Responsible of the thematic group MIVA (Mathematics of Imaging, Vision and Applications) labelled by the Mathematical Italian Union (UMI).
Our (with G. Rodriguez, University of Cagliari, Italy) proposal for the Bando Cassini Senior program for the organisation of a thematic French-Italian workshop in 2024 on the use of mathematics for digital humanities has been accepted!
Together with S. Schaub (LBDV, CNRS) I co-organise an atelier on "COLORME/FLUOGAN : Super-resolution in fluorescence microscopy with standard setup" to show the performance of the methods developed for fluctuation-based super-resolution microscopy in the occasion of MiFoBio 2023 conference, in Hyeres, FR.