Short CV
Feb. 2025 - now: Affiliated member to the Molecular Microscopy and Spectroscopy team at the Italian Institute of Technology (IIT).
Nov. 2024 - now: Associate Professor at the Computer Science, Bioengineering, Robotics and Systems Engineering Department (DIBRIS) at the University of Genoa, Italy.
Nov. 2024 - now: PI at the Machine Learning Genoa Center (MaLGa) within the Computational Imaging & Learning (CIL) research unit.
2019-now (on leave since Nov. 2024): CNRS research scientist, INS2I (Section 7 and 51), I3S, equipe Morpheme, Sophia-Antipolis, France.
2017-2019: Lecteur Hadamard postdoctoral research fellow, FMJH, CMAP, École Polytechnique, France.
2016-2017: Postdoctoral researcher, CMAP, École Polytechnique, France.
2015-2016: Postdoctoral fellow, Marie Skłodowska-Curie Nano2fun ITN, Camelot Biomedical Systems, Università degli studi di Genova, Italy.
2011-2015: PhD in Applied Mathematics, CCA, CIA, DAMTP, University of Cambridge, UK.
2006-2011: BSc/MSc in Applied Mathematics, Università degli studi di Pavia, Italy.
FULL CV (update: July 2025) CV_Calatroni.pdf
Awards
Prix d'excellence, Université Côte d'Azur, 2023, FR.
Prix d'excellence, Université Côte d'Azur, 2022, FR.
Best paper runner-up award for the PhD work of V. Stergiopoulou, IEEE ISBI 2022. See the CNRS press announcement .
Research prize Young Investigator Training Program funded by ACRI, SIMAI 2020+21 conference, IT.
Prix d'excellence, Université Côte d'Azur, 2020, FR.
Best paper award, ICISP 2018 conference, Cherbourg, FR.
Finalist at SET for Britain 2015, House of Commons, London, UK.
TakeAIM prize 2014, Smith Institute for Industrial Mathematics, UK.
Cinquini-Cibrario prize, for the best MSc dissertation in Applied Mathematics, 2011, University of Pavia, IT.
Service to the community
2024-now: elected member of the IEEE Bio Imaging and Signal Processing Technical Committee (BISP)
2023-2026: elected member of the direction committee of the UMI group on Mathematics for Imaging, Vision and their Applications (MIVA).
2020-2023: director of the UMI group on Mathematics for Imaging, Vision and their Applications (MIVA).
2020-2021: member of the direction committe, I3S laboratory, Sophia-Antipolis, France.
Memberships
ELLIS (2025-), IPIA (2023-), IEEE (2021-), SIAM (2019-), UMI (2018-).
Editorial activity
Editorial boards: Journal of Mathematical Imaging and Vision (2023-), Inverse Problems (2023-), Image Processing On Line (2022-).
Guest editorial boards: Journal of Cultural Heritage (guest editor), Journal of Mathematical Neuroscience (guest editor), Inverse Problems (guest editor), Cambridge Elements series on Nonlocal data interactions: foundations and applications (guest editor).
Reviewer for journals: SIAM Journal on Imaging Sciences - SIAM Journal on Optimization - Journal of Mathematical Imaging and Vision - IEEE Signal Processing Magazine - IEEE Transactions on Image Processing - IEEE Signal Processing Letters - IEEE Transactions on Signal Processing - Inverse Problems - Journal of Machine Learning Research - IMA Journal of Numerical Analysis - IMA Journal of Applied Mathematics - Inverse Problems & Imaging - Medical Image Analysis - Computational Optimization and Applications - Electronic Transactions on Numerical Analysis - Journal of Computational and Applied Mathematics - Computers and Mathematics with Applications - Frontiers in Applied Mathematics and Statistics - Journal of Visual Communication and Image Representation - The Visual Computer - Applied Mathematical Modelling - Journal of Nonlinear Science - Inverse Problems in Science & Engineering - Signal processing: Image communication - Applied Mathematics and Computation - Heritage.
Reviewer for conferences: ICLR (2025, 2026), ICML (2024), GRETSI (2023, 2025), ICASSP (2023, 2024, 2025), SSVM (2021, 2023, 2025), IEEE MLSP (2020), SPARS (2019).
Reviewer for grants: UniCa Idex Academie 1 (2025), FWO Belgium (2021), PRIN Italy (2021), DFG Germany (2020), CIFRE France (2020), RGC Hong-Kong (2018).
