FS
Fiorenzo Stoppa
astro-ph.IMastro-ph.HEastro-ph.COastro-ph.GAastro-ph.SRhep-phcs.LGComputer sciencecs.AIcs.CV
On Valency
published · living versionsW_eqg7rkbp·v1 · currentpublished
The First Deep Learning all-sky List of Fermi-LAT Gamma-ray Sources
with Saptashwa Bhattacharyya, Giacomo Principe, Dmitry Malyshev, Roberto Ruiz de Austri +3
1 version
Preprints & journals
21 papers in the corpus · 2021–2026The flash-ionised SN Ibn 2025kzr: H-free CSM formed during a precursor outburst 55 days prior to explosion2606.18962v1 · S. de Wet, G. Leloudas, D. A. H. Buckley et al.2026 · 0 citationsarXiv
SNID-SAGE: A Modern Framework for Interactive Supernova Classification and Spectral Analysis2603.28741v1 · Fiorenzo Stoppa, Stephen J. Smartt2026 · 3 citationsarXiv
ATLAS100 -- I. A volume-limited sample of supernovae and related transients within 100 Mpc2603.03069v2 · Shubham Srivastav, Stephen J. Smartt, Thomas Moore et al.2026 · 0 citationsMon Not R Astron Soc (2026)
A Faint Progenitor System for the Faint Supernova 2024vjm2602.09096v2 · Erez A. Zimmerman, Avishay Gal-Yam, Paul J. Groot et al.2026 · 0 citationsarXiv
BGRem: A background noise remover for astronomical images based on a diffusion model2510.04718v3 · Rodney Nicolaas, Sascha Caron, Fiorenzo Stoppa et al.2025 · 0 citationsA&A 710, A131 (2026)
Pan-STARRS follow-up of the gravitational-wave event S250818k and the lightcurve of SN 2025ulz2510.01142v3 · J. H. Gillanders, M. E. Huber, M. Nicholl et al.2025 · 10 citationsarXiv
Towards a foundation model for astrophysical source detection: An End-to-End Gamma-Ray Data Analysis Pipeline Using Deep Learning2509.25128v2 · Judit P'erez-Romero, Saptashwa Bhattacharyya, Sascha Caron et al.2025 · 0 citationsarXiv
A catalog to unite them all: REGALADE, a revised galaxy compilation for the advanced detector era2508.13267v3 · Hugo Tranin, Nadejda Blagorodnova, Marco A. G'omez-Munoz et al.2025 · 6 citationsarXiv
Textual interpretation of transient image classifications from large language models.41415968 · Stoppa, Fiorenzo, Bulmus, Turan, Bloemen, Steven et al.2025 · 7 citationsNature astronomy. 2025;9(12):1869-1878
Two waves of massive stars running away from the young cluster R136.39385024 · Stoop, Mitchel, de Koter, Alex, Kaper, Lex et al.2024 · 20 citationsNature. 2024;634(8035):809-812
Automated Detection of Satellite Trails in Ground-Based Observations Using U-Net and Hough Transform2407.19461v1 · F. Stoppa, P.J. Groot, R. Stuik et al.2024 · 14 citationsA&A 692, A199 (2024)
The BlackGEM telescope array I: Overview2405.18923v4 · Paul J. Groot (Radboud, UCT, SAAO) et al.2024 · 33 citationsPASP 136 115003 (2024)
XMM-Newton-discovered Fast X-ray Transients: Host galaxies and limits on contemporaneous detections of optical counterparts2312.10786v1 · D. Eappachen, P. G. Jonker, J. Quirola-V'asquez et al.2023 · 14 citationsarXiv
FINKER: Frequency Identification through Nonparametric KErnel Regression in astronomical time series2312.05408v1 · F. Stoppa, C. Johnston, E. Cator et al.2023 · 1 citationA&A 686, A158 (2024)
AutoSourceID-Classifier. Star-Galaxy Classification using a Convolutional Neural Network with Spatial Information2307.14456v1 · F. Stoppa, S. Bhattacharyya, R. Ruiz de Austri et al.2023 · 1 citationA&A 680, A109 (2023)
AutoSourceID-FeatureExtractor. Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation2305.14495v2 · F. Stoppa, R. Ruiz de Austri, P. Vreeswijk et al.2023 · 2 citationsA&A 680, A108 (2023)
Consistency Tests for Comparing Astrophysical Models and Observations2302.09308v1 · Fiorenzo Stoppa, Eric Cator, Gijs Nelemans2023 · 6 citationsarXiv
AutoSourceID-Light. Fast Optical Source Localization via U-Net and Laplacian of Gaussian2202.00489v2 · Fiorenzo Stoppa, Paul Vreeswijk, Steven Bloemen et al.2022 · 11 citationsA&A 662, A109 (2022)
The GW-Universe Toolbox II: constraining the binary black hole population with second and third generation detectors2201.06196v2 · Shu-Xu Yi, Fiorenzo Stoppa, Gijs Nelemans et al.2022 · 12 citationsA&A 663, A156 (2022)
The Gravitational Wave Universe Toolbox: A software package to simulate observation of the Gravitational Wave Universe with different detectors2106.13662v3 · Shu-Xu Yi, Gijs Nelemans, Christiaan Brinkerink et al.2021 · 27 citationsA&A 663, A155 (2022)
MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning2104.13950v1 · Zafiirah Hosenie, Steven Bloemen, Paul Groot et al.2021 · 20 citationsExp Astron (2021)
Career total: 38 works. 21 are in this corpus.
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