Survey of Gravitationally lensed Objects in HSC Imaging (SuGOHI)–V. Group-to-cluster scale lens search from the HSC–SSP Survey

AT Jaelani, A More, M Oguri… - Monthly Notices of …, 2020 - academic.oup.com
We report the largest sample of candidate strong gravitational lenses belonging to the
Survey of Gravitationally lensed Objects in HSC Imaging for group-to-cluster scale (SuGOHI …

Survey of Gravitationally-lensed Objects in HSC Imaging (SuGOHI)-VI. Crowdsourced lens finding with Space Warps

A Sonnenfeld, A Verma, A More, E Baeten… - Astronomy & …, 2020 - aanda.org
Context. Strong lenses are extremely useful probes of the distribution of matter on galaxy
and cluster scales at cosmological distances, however, they are rare and difficult to find. The …

HOLISMOKES-X. Comparison between neural network and semi-automated traditional modeling of strong lenses

S Schuldt, SH Suyu, R Canameras, Y Shu… - Astronomy & …, 2023 - aanda.org
Modeling of strongly gravitationally lensed galaxies is often required in order to use them as
astrophysical or cosmological probes. With current and upcoming wide-field imaging …

Strong lensing selection effects

A Sonnenfeld, SS Li, G Despali, R Gavazzi… - Astronomy & …, 2023 - aanda.org
Contact. Strong lenses are a biased subset of the general population of galaxies. Aims. The
goal of this work is to quantify how lens galaxies and lensed sources differ from their parent …

HOLISMOKES-IX. Neural network inference of strong-lens parameters and uncertainties from ground-based images

S Schuldt, R Cañameras, Y Shu, SH Suyu… - Astronomy & …, 2023 - aanda.org
Modeling of strong gravitational lenses is a necessity for further applications in astrophysics
and cosmology. With the large number of detections in current and upcoming surveys, such …

Strong lensing in UNIONS: Toward a pipeline from discovery to modeling

E Savary, K Rojas, M Maus, B Clément… - Astronomy & …, 2022 - aanda.org
We present a search for galaxy-scale strong gravitational lenses in the initial 2500 square
degrees of the Canada-France Imaging Survey (CFIS). We designed a convolutional neural …

Survey of gravitationally lensed objects in HSC imaging (SuGOHI)–X. Strong lens finding in the HSC-SSP using convolutional neural networks

AT Jaelani, A More, KC Wong, KT Inoue… - Monthly Notices of …, 2024 - academic.oup.com
We apply a novel model based on convolutional neural networks (CNN) to identify
gravitationally lensed galaxies in multiband imaging of the Hyper Suprime-Cam Subaru …

Automation of finding strong gravitational lenses in the Kilo Degree Survey with U–DenseLens (DenseLens+ Segmentation)

LVE Koopmans, EA Valentijn, GV Kleijn… - Monthly Notices of …, 2024 - academic.oup.com
In the context of upcoming large-scale surveys like Euclid, the necessity for the automation
of strong lens detection is essential. While existing machine learning pipelines heavily rely …

HOLISMOKES-XIII. Strong-lens candidates at all mass scales and their environments from the Hyper-Suprime Cam and deep learning

S Schuldt, R Canameras, IT Andika, S Bag… - Astronomy & …, 2025 - aanda.org
We performed a systematic search for strong gravitational lenses using Hyper Suprime-Cam
(HSC) imaging data, focusing on galaxy-scale lenses combined with an environment …

Automation of finding strong gravitational lenses in the Kilo Degree Survey with U-DenseLens (DenseLens+ Segmentation)

BC Nagam, LVE Koopmans, EA Valentijn… - arXiv preprint arXiv …, 2025 - arxiv.org
In the context of upcoming large-scale surveys like Euclid, the necessity for the automation
of strong lens detection is essential. While existing machine learning pipelines heavily rely …