Strong gravitational lensing and microlensing of supernovae

SH Suyu, A Goobar, T Collett, A More… - Space Science …, 2024 - Springer
Strong gravitational lensing and microlensing of supernovae (SNe) are emerging as a new
probe of cosmology and astrophysics in recent years. We provide an overview of this …

Searching for strong gravitational lenses

C Lemon, F Courbin, A More, P Schechter… - Space Science …, 2024 - Springer
Strong gravitational lenses provide unique laboratories for cosmological and astrophysical
investigations, but they must first be discovered–a task that can be met with significant …

Sensitivity of strong lensing observations to dark matter substructure: a case study with Euclid

CM O'Riordan, G Despali, S Vegetti… - Monthly Notices of …, 2023 - academic.oup.com
We introduce a machine learning method for estimating the sensitivity of strong lens
observations to dark matter subhaloes in the lens. Our training data include elliptical power …

Streamlined lensed quasar identification in multiband images via ensemble networks

IT Andika, SH Suyu, R Cañameras, A Melo… - Astronomy & …, 2023 - aanda.org
Quasars experiencing strong lensing offer unique viewpoints on subjects related to the
cosmic expansion rate, the dark matter profile within the foreground deflectors, and the …

Systematic comparison of neural networks used in discovering strong gravitational lenses

A More, R Canameras, AT Jaelani, Y Shu… - Monthly Notices of …, 2024 - academic.oup.com
Efficient algorithms are being developed to search for strong gravitational lens systems
owing to increasing large imaging surveys. Neural networks have been successfully used to …

On the detectability of strong lensing in near-infrared surveys

P Holloway, A Verma, PJ Marshall… - Monthly Notices of the …, 2023 - academic.oup.com
We present new lensing frequency estimates for existing and forthcoming deep near-
infrared surveys, including those from JWST and VISTA. The estimates are based on the …

Identification of Galaxy–Galaxy Strong Lens Candidates in the DECam Local Volume Exploration Survey Using Machine Learning

EA Zaborowski, A Drlica-Wagner… - The Astrophysical …, 2023 - iopscience.iop.org
We perform a search for galaxy–galaxy strong lens systems using a convolutional neural
network (CNN) applied to imaging data from the first public data release of the DECam Local …

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 …

Survey of Gravitationally lensed objects in HSC Imaging (SuGOHI). VIII. New galaxy-scale lenses from the HSC SSP

KC Wong, JHH Chan, DCY Chao… - Publications of the …, 2022 - academic.oup.com
We conduct a search for galaxy-scale strong gravitational lens systems in Data Release 4 of
the Hyper Suprime-Cam Subaru Strategic Program (HSC SSP), consisting of data taken up …

Domain Adaptation for Simulation-based Dark Matter Searches with Strong Gravitational Lensing

S Alexander, S Gleyzer, H Parul, P Reddy… - The Astrophysical …, 2023 - iopscience.iop.org
The identity of dark matter has remained surprisingly elusive. While terrestrial experiments
may be able to nail down a model, an alternative method is to identify dark matter based on …