Cover Image

Galaxy-Galaxy Strong Lensing with U-Net (GGSL-UNet). I. Extracting 2-Dimensional Information from Multi-Band Images in Ground and Space Observations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhong, Fucheng, Luo, Ruibiao, Napolitano, Nicola R., Tortora, Crescenzo, Li, Rui, Zhu, Xincheng, Busillo, Valerio, Koopmans, L. V. E., Longo, Giuseppe
Format:	Preprint
Published:	2024
Subjects:	Astrophysics of Galaxies
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations -- II. Constraining cosmology and astrophysical processes with early- and late-type galaxies
by: Busillo, Valerio, et al.
Published: (2024)

Cosmology with Galaxy Cluster Properties using Machine Learning
by: Qiu, Lanlan, et al.
Published: (2023)

Reconciling the Fundamental Plane of Early-Type Galaxies with hydrodynamical simulations: The case of IllustrisTNG100-1
by: Ferreira, Pedro de Araujo, et al.
Published: (2026)

Cosmology with galaxy clusters using machine learning. Application to eROSITA Data
by: Zhong, Fucheng, et al.
Published: (2026)

Strong Lensing by Galaxies
by: Shajib, A. J., et al.
Published: (2022)

Automation of finding strong gravitational lenses in the Kilo Degree Survey with U-DenseLens (DenseLens + Segmentation)
by: Nagam, Bharath Chowdhary, et al.
Published: (2025)

New Bounds on Fuzzy Dark Matter from Galaxy-Galaxy Strong-Lensing Observations
by: Shevchuk, Tatyana, et al.
Published: (2023)

CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations III. The physics behind the emergence of the golden mass scale
by: Tortora, C., et al.
Published: (2025)

Strong Lensing by Galaxy Clusters
by: Natarajan, Priyamvada, et al.
Published: (2024)

Using Deep Learning Methods to Detect for Ultra-diffuse Galaxies in KiDS
by: Su, Hao, et al.
Published: (2025)

CSST Strong Lensing Preparation: Fast Modeling of Galaxy-Galaxy Strong Lenses in the Big Data Era
by: Cao, Xiaoyue, et al.
Published: (2025)

Using Convolutional Neural Networks to Search for Strongly Lensed Quasars in KiDS DR5
by: He, Zizhao, et al.
Published: (2024)

Unveiling a Population of Strong Galaxy-Galaxy Lensed Faint Dusty Star-Forming Galaxies
by: Yang, Ting-Kai, et al.
Published: (2025)

Self-Interacting Dark Matter, Core Collapse and the Galaxy-Galaxy Strong Lensing Discrepancy
by: Dutra, Isaque, et al.
Published: (2024)

CSST Strong Lensing Preparation: Cosmological Constraints Forecast from CSST Galaxy-Scale Strong Lensing
by: Wu, Hengyu, et al.
Published: (2025)

Mass & Light in Galaxy Clusters: Parametric Strong Lensing Approach
by: Limousin, Marceau
Published: (2024)

Systematic Effects in Galaxy-Galaxy Lensing with DESI
by: Lange, J. U., et al.
Published: (2024)

The Kaleidoscope Survey: Strong Gravitational Lensing in Galaxy Clusters with Radial Arcs
by: Cerny, Catherine, et al.
Published: (2025)

Improved Identification of Strongly Lensed Gravitational Waves with Host Galaxy Locations
by: Liu, Tonghua, et al.
Published: (2025)

Measuring the Substructure Mass Power Spectrum of 23 SLACS Strong Galaxy-Galaxy Lenses with Convolutional Neural Networks
by: Fagin, Joshua, et al.
Published: (2024)

TDCOSMO XV: Population Analysis of Lines of Sight of 25 Strong Galaxy-Galaxy Lenses with Extreme Value Statistics
by: Wells, Patrick R., et al.
Published: (2024)

Lensing Magnification and QSO-Galaxy Cross-Correlations: Observations, Theory and Simulations
by: Antonio C. C. Guimarães
Published: (2005)

Ground- and Space-Based Dust Observations of VV 191 Overlapping Galaxy Pair
by: Robertson, C., et al.
Published: (2024)

Gravitational Lensing of Galaxy Clustering
by: Buncher, Brandon, et al.
Published: (2024)

UV slopes of Starforming Galaxies in Strong Lensing fields at the Epoch of Reionization with JWST
by: Felicioni, Giordano, et al.
Published: (2026)

Inverse Galaxy-Galaxy Lensing: Magnification, Intrinsic Alignments and Cosmology
by: Cross, Dane N., et al.
Published: (2024)

Galaxy Light profile neural Networks (GaLNets). II. Bulge-Disc decomposition in optical space-based observations
by: Qiu, Chen, et al.
Published: (2023)

The catalogue of virtual early-type galaxies from IllustrisTNG: validation and real observation consistency
by: Ferreira, Pedro de Araujo, et al.
Published: (2025)

Total and dark mass from observations of galaxy centers with Machine Learning
by: Wu, Sirui, et al.
Published: (2023)

Multi-band analysis of strong gravitationally lensed post-blue nugget candidates from the Kilo-Degree Survey
by: Li, Rui, et al.
Published: (2023)

Prospect of Measuring the Cosmic Dipole by Strongly Lensed Gravitational Waves Associated with Galaxy Surveys
by: Chen, Anson, et al.
Published: (2026)

Intrinsic galaxy alignments in the KiDS-1000 bright sample: dependence on colour, luminosity, morphology, and galaxy scale
by: Georgiou, Christos, et al.
Published: (2025)

Weak Lensing Reconstruction by Counting Galaxies: Improvement with DES Y3 Galaxies
by: Qin, Jian, et al.
Published: (2024)

VENUS: A Strongly Lensed Clumpy Galaxy at $z\sim11-12$ behind the Galaxy Cluster MACS J0257.1-2325
by: Nakane, Minami, et al.
Published: (2025)

Nonlinear Weak Lensing reconstruction for Galaxy Clusters
by: Shi, Yuan, et al.
Published: (2026)

High-z Galaxies Through Gravitational Lensing
by: T. Verdugo
Published: (2007)

ALMA Lensing Cluster Survey: Full SED Analysis of z~0.5-6 Lensed Galaxies Detected with Millimeter Observations
by: Uematsu, Ryosuke, et al.
Published: (2024)

Observational Test of the Ontopole Field Theory: CVI Analysis of Eight Galaxy Clusters with Lensing Anomalies
by: Glushkov, Oleg
Published: (2026)

Spectroscopic and X-ray Modeling of the Strong Lensing Galaxy Cluster MACS J0138.0-2155
by: Flowers, Abigail, et al.
Published: (2024)

Outshining in the Spatially Resolved Analysis of a Strongly-Lensed Galaxy at z=6.072 with JWST NIRCam
by: Giménez-Arteaga, C., et al.
Published: (2024)