NN
Nicola R. Napolitano
astro-ph.GAastro-ph.COastro-phastro-ph.IMgr-qcastro-ph.HEastro-ph.SRastronomyastro-ph.EPCaretta caretta
On Valency
published · living versionsW_abqvzdsw·v1 · currentpublished
Large Synoptic Survey Telescope Galaxies Science Roadmap
with Brant E. Robertson, Manda Banerji, Michael C. Cooper, Roger Davies +45
1 version
W_ks8z3qx7·v1published
Preprints & journals
216 papers in the corpus · 2001–2026Reducing False Positives in Strong-Lens Searches with Generalized-Mean Consensus of Machine-Learning Ensembles in the Kilo-Degree Survey2609.24891v1 · Ziqi Li, Rui Li, Xu Huang et al.2026 · 0 citationsarXiv
Growth from KiDS: Stellar mass assembly of galaxies since z=2 in the light of Kilo-Degree Survey2609.23375v1 · Qingshan Wang, Antonios Katsianis, Nicola R. Napolitano et al.2026 · 0 citationsarXiv
Identification of gravitational lenses obscured by foreground light in the KiDS dataset using U-Nets and ResNets2609.21660v1 · S. Liu, Rui Li, J. Jia et al.2026 · 0 citationsAstronomy & Astrophysics, 710, A366 (2026)
LenNet: Direct Detection and Localization of Strong Gravitational Lenses in Wide-Field Sky Survey Images2609.21661v1 · Pufan Liu, Hui Li, Ziqi Li et al.2026 · 1 citationFront. Astron. Space Sci. 12 (2025), 1656917
Morphology classification for galaxies in the Kilo Degree Survey using a label-efficient self-supervised learning framework2609.21705v1 · Xu Huang, Rui Li, Liang Gao et al.2026 · 0 citationsarXiv
Galaxy-Galaxy Strong Lensing simulation with the GPU acceleration across surveys and multi-bands2609.18180v1 · Fucheng Zhong, Ruibiao Luo, Nicola R.Napolitano et al.2026 · 0 citationsarXiv
The Fornax Cluster VLT Spectroscopic Survey - V. Mass modelling of the BCG NGC 1399 out to 150 kpc2608.02730v1 · Avinash Chaturvedi, Nicola R. Napolitano, Michael Hilker et al.2026 · 0 citationsarXiv
VST-SMASH: VST Survey of Mass Assembly and Structural Hierarchy II. Exploring dwarf galaxies in the vicinity of NGC 5068 and of the two galaxies NGC 5084 and NGC 5087 at the edges of the Virgo Supercluster2606.21117v1 · C. Tortora, R. Ragusa, L. K. Hunt et al.2026 · 0 citationsarXiv
Reconciling the Fundamental Plane of Early-Type Galaxies with hydrodynamical simulations: The case of IllustrisTNG100-12605.31548v1 · Pedro de Araujo Ferreira, Nicola R. Napolitano, Crescenzo Tortora et al.2026 · 0 citationsarXiv
Kinematically cold and warm planetary nebulae samples, HII regions and supernovae remnants in the disc of the face-on spiral galaxy NGC 628 (M74) -- The Planetary Nebulae Spectrograph with the H arm2604.16045v1 · Magda Arnaboldi, Ortwin Gerhard, Surya Aniyan et al.2026 · 0 citationsarXiv
Cosmology with galaxy clusters using machine learning. Application to eROSITA Data2602.20483v2 · Fucheng Zhong, Nicola R. Napolitano, Johan Comparat et al.2026 · 0 citationsarXiv
Unlocking the physics of dwarf galaxies in the 2040s: The case for a next-generation wide-field spectroscopic facility with fibres and IFUs2512.18260v1 · Crescenzo Tortora, Daniela Carollo, Leslie Hunt et al.2025 · 0 citationsarXiv
Gamma Analytical Modeling Evolution (GAME) I: The physical implications of deriving the stellar mass functions from z=0 to z=82505.13301v1 · Antonios Katsianis, Qingshan Wang, Xiaohu Yang et al.2025 · 1 citationarXiv
INSPIRE: INvestigating Stellar Populations In RElics. IX. KiDS J0842+0059: the first fully confirmed relic beyond the local Universe2505.13611v1 · C. Tortora, G. Tozzi, G. Agapito et al.2025 · 2 citationsarXiv
Gravitational wave astronomy with TianQin.40194522 · Li, En-Kun, Liu, Shuai, Torres-Orjuela, Alejandro et al.2025 · 62 citationsReports on progress in physics. Physical Society (Great Britain). 2025;88(5)
INSPIRE: INvestigating Stellar Population In RElics VIII. Emission lines and UV colours in ultra-compact massive galaxies2503.20980v1 · Chiara Spiniello, Mario Radovich, Anna Ferr'e-Mateu et al.2025 · 0 citationsarXiv
The fifth data release of the Kilo Degree Survey: Multi-epoch optical/NIR imaging covering wide and legacy-calibration fields2503.19439v1 · Angus H. Wright, Konrad Kuijken, Hendrik Hildebrandt et al.2025 · 49 citationsA&A, 686, A170 (2024)
KiDS-Legacy: Cosmological constraints from cosmic shear with the complete Kilo-Degree Survey2503.19441v2 · Angus H. Wright, Benjamin Stolzner, Marika Asgari et al.2025 · 149 citationsA&A 703, A158 (2025)on Valency
KiDS-Legacy: Consistency of cosmic shear measurements and joint cosmological constraints with external probes2503.19442v2 · Benjamin Stolzner, Angus H. Wright, Marika Asgari et al.2025 · 37 citationsA&A 702, A169 (2025)
Euclid Quick Data Release (Q1). LEMON -- Lens Modelling with Neural networks. Automated and fast modelling of Euclid gravitational lenses with a singular isothermal ellipsoid mass profile2503.15329v2 · V. Busillo, C. Tortora, R. B. Metcalf et al.2025 · 1 citationarXiv
Optical+NIR analysis of a Newly Confirmed Einstein ring at z$\sim$1 from the Kilo-Degree Survey: Dark matter fraction, total and dark matter density slope and IMF2503.10180v2 · Rui Li, Nicola R. Napolitano, Giuseppe D Ago et al.2025 · 1 citationarXiv
CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations III. The physics behind the emergence of the golden mass scale2502.13589v2 · C. Tortora, V. Busillo, N. R. Napolitano et al.2025 · 4 citationsA&A 702, A177 (2025)
Intrinsic galaxy alignments in the KiDS-1000 bright sample: dependence on colour, luminosity, morphology, and galaxy scale2502.09452v2 · Christos Georgiou, Nora Elisa Chisari, Maciej Bilicki et al.2025 · 10 citationsA&A 699, A252 (2025)
The catalogue of virtual early-type galaxies from IllustrisTNG: validation and real observation consistency2501.04932v2 · Pedro de Araujo Ferreira, Nicola R. Napolitano, Luciano Casarini et al.2025 · 1 citationMonthly Notices of the Royal Astronomical Society, Volume 539, Issue 4, June 2025, Pages 2855-2883
Galaxy Spectra Networks (GaSNet). III. Generative pre-trained network for spectrum reconstruction, redshift estimate and anomaly detection2412.21130v1 · Fucheng Zhong, Nicola R. Napolitano, Caroline Heneka et al.2024 · 8 citationsMon Not R Astron Soc (2025) 691-708
CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations -- II. Constraining cosmology and astrophysical processes with early- and late-type galaxies2412.00217v1 · Valerio Busillo, Crescenzo Tortora, Giovanni Covone et al.2024 · 3 citationsA&A 693, A112 (2025)
VST-SMASH: the VST Survey of Mass Assembly and Structural Hierarchy2411.09608v1 · Crescenzo Tortora, Rossella Ragusa, Massimiliano Gatto et al.2024 · 1 citationThe Messenger 193, 31 (2024)
KiDS-Legacy: Angular galaxy clustering from deep surveys with complex selection effects2410.23141v2 · Ziang Yan, Angus H. Wright, Nora Elisa Chisari et al.2024 · 8 citationsA&A 694, A259 (2025)
CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation2410.19390v1 · Qiufan Lin, Hengxin Ruan, Dominique Fouchez et al.2024 · 5 citationsA&A 691, A331 (2024)
Galaxy-Galaxy Strong Lensing with U-Net (GGSL-UNet). I. Extracting 2-Dimensional Information from Multi-Band Images in Ground and Space Observations2410.02936v1 · Fucheng Zhong, Ruibiao Luo, Nicola R. Napolitano et al.2024 · 0 citationsarXiv
Using Convolutional Neural Networks to Search for Strongly Lensed Quasars in KiDS DR52409.17471v2 · Zizhao He, Rui Li, Yiping Shu et al.2024 · 3 citationsarXiv
INSPIRE: INvestigating Stellar Population In RElics -- VII. The local environment of ultra-compact massive galaxies2409.12288v1 · Diana Scognamiglio, Chiara Spiniello, Mario Radovich et al.2024 · 3 citationsarXiv
Automation of finding strong gravitational lenses in the Kilo Degree Survey with U - DenseLens (DenseLens + Segmentation).39176180 · N, Bharath Chowdhary, Koopmans, Léon V E, Valentijn, Edwin A et al.2024 · 9 citationsMonthly notices of the Royal Astronomical Society. 2024;533(2):1426-1441
Morpho-Photometric Classification of KiDS DR5 Sources Based on Neural Networks: A Comprehensive Star-Quasar-Galaxy Catalog2406.03797v2 · Hai-Cheng Feng, Rui Li, Nicola R. Napolitano et al.2024 · 5 citationsarXiv
Planetary nebulae populations in the haloes of nearby massive early-type galaxies2312.02587v1 · J. Hartke, M. Arnaboldi, O. Gerhard et al.2023 · 0 citationsProc. IAU 19 (2023) 109-121
DenseLens -- Using DenseNet ensembles and information criteria for finding and rank-ordering strong gravitational lenses,2311.08184v1 · Bharath Chowdhary Nagam, L'eon V. E. Koopmans, Edwin A. Valentijn et al.2023 · 14 citationsarXiv
New Kids in Town. Sextans~II: a new stellar system in the outskirts of the Milky Way2311.06037v2 · Massimiliano Gatto, Michele Bellazzini, Crescenzo Tortora et al.2023 · 0 citationsarXiv
Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions2311.04146v2 · Fucheng Zhong, Nicola R. Napolitano, Caroline Heneka et al.2023 · 12 citationsarXiv
Multi-band analysis of strong gravitationally lensed post-blue nugget candidates from the Kilo-Degree Survey2311.02930v2 · Rui Li, Nicola R. Napolitano, Linghua Xie et al.2023 · 3 citationsarXiv
Total and dark mass from observations of galaxy centers with Machine Learning2310.02816v3 · Sirui Wu, Nicola R. Napolitano, Crescenzo Tortora et al.2023 · 6 citationsA&A 686, A80 (2024)
INSPIRE: INvestigating Stellar Population In RElics V. A catalogue of ultra-compact massive galaxies outside the local Universe and their degree of relicness2309.12966v2 · C. Spiniello, G. D'Ago, L. Coccato et al.2023 · 22 citationsarXiv
CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations -- I. Constraining physical processes in local star-forming galaxies2308.14822v2 · Valerio Busillo, Crescenzo Tortora, Nicola R. Napolitano et al.2023 · 9 citationsarXiv
Toward a stellar population catalog in the Kilo Degree Survey: the impact of stellar recipes on stellar masses and star formation rates2307.04120v3 · Linghua Xie, Nicola R. Napolitano, Xiaotong Guo et al.2023 · 7 citationsarXiv
Galaxy Light profile neural Networks (GaLNets). II. Bulge-Disc decomposition in optical space-based observations2306.05909v2 · Chen Qiu, Nicola R. Napolitano, Rui Li et al.2023 · 1 citationarXiv
DES Y3 + KiDS-1000: Consistent cosmology combining cosmic shear surveys2305.17173v2 · Dark Energy Survey, T. M. C. Abbott, M. Aguena et al.2023 · 153 citationsarXiv
Cosmology with Galaxy Cluster Properties using Machine Learning2304.09142v2 · Lanlan Qiu, Nicola R. Napolitano, Stefano Borgani et al.2023 · 11 citationsA&A 687, A1 (2024)
The extended Planetary Nebula Spectrograph (ePN.S) early-type galaxy survey: The specific angular momentum of ETGs2303.06132v2 · C. Pulsoni, O. Gerhard, S. M. Fall et al.2023 · 7 citationsA&A 674, A96 (2023)
INSPIRE: INvestigating Stellar Population In RElics IV. The Initial Mass Function slope in relics2302.06533v1 · I. Martin-Navarro, C. Spiniello, C. Tortora et al.2023 · 18 citationsarXiv
INSPIRE: INvestigating Stellar Population In RElics III. Second data release (DR2): testing the systematics on the stellar velocity dispersion2302.05453v1 · G. D'Ago, C. Spiniello, L. Coccato et al.2023 · 22 citationsA&A 672, A17 (2023)
LeMoN: Lens Modelling with Neural networks -- I. Automated modelling of strong gravitational lenses with Bayesian Neural Networks2210.10793v1 · Fabrizio Gentile, Crescenzo Tortora, Giovanni Covone et al.2022 · 15 citationsarXiv
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