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The Dawes Review 10: The impact of deep learning for the analysis of galaxy surveys
F Lanusse - Publications of the Astronomical Society of Australia, 2023 - cambridge.org
The amount and complexity of data delivered by modern galaxy surveys has been steadily
increasing over the past years. New facilities will soon provide imaging and spectra of …
increasing over the past years. New facilities will soon provide imaging and spectra of …
The young supernova experiment data release 1 (YSE DR1): light curves and photometric classification of 1975 supernovae
PD Aleo, K Malanchev, S Sharief… - The Astrophysical …, 2023 - iopscience.iop.org
Abstract We present the Young Supernova Experiment Data Release 1 (YSE DR1),
comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr …
comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr …
YSE-PZ: A Transient Survey Management Platform that Empowers the Human-in-the-loop
The modern study of astrophysical transients has been transformed by an exponentially
growing volume of data. Within the last decade, the transient discovery rate has increased …
growing volume of data. Within the last decade, the transient discovery rate has increased …
The Dark Energy Survey 5-yr photometrically classified type Ia supernovae without host-galaxy redshifts
ABSTRACT Current and future Type Ia Supernova (SN Ia) surveys will need to adopt new
approaches to classifying SNe and obtaining their redshifts without spectra if they wish to …
approaches to classifying SNe and obtaining their redshifts without spectra if they wish to …
The MOST Hosts Survey: Spectroscopic Observation of the Host Galaxies of∼ 40,000 Transients Using DESI
MT Soumagnac, P Nugent, RA Knop… - The Astrophysical …, 2024 - iopscience.iop.org
Abstract We present the Multi-Object Spectroscopy of Transient (MOST) Hosts survey. The
survey is planned to run throughout the 5 yr of operation of the Dark Energy Spectroscopic …
survey is planned to run throughout the 5 yr of operation of the Dark Energy Spectroscopic …
ZTF SN Ia DR2: Study of Type Ia supernova light-curve fits
M Rigault, M Smith, N Regnault, WD Kenworthy… - Astronomy & …, 2025 - aanda.org
Type Ia supernova (SN Ia) cosmology relies on the estimation of light-curve parameters to
derive precision distances, which are used to infer cosmological parameters such as H 0, Ω …
derive precision distances, which are used to infer cosmological parameters such as H 0, Ω …
Carnegie Supernova Project. II. Near-infrared Spectral Diversity and Template of Type Ia Supernovae
We present the largest and most homogeneous collection of near-infrared (NIR) spectra of
Type Ia supernovae (SNe Ia): 339 spectra of 98 individual SNe obtained as part of the …
Type Ia supernovae (SNe Ia): 339 spectra of 98 individual SNe obtained as part of the …
Searching for electromagnetic emission in an AGN from the gravitational wave binary black hole merger candidate S230922g
We carried out long-term monitoring of the LIGO/Virgo/KAGRA binary black hole (BBH)
merger candidate S230922g in search of electromagnetic emission from the interaction of …
merger candidate S230922g in search of electromagnetic emission from the interaction of …
Superphot+: Real-time Fitting and Classification of Supernova Light Curves
Photometric classifications of supernova (SN) light curves have become necessary to utilize
the full potential of large samples of observations obtained from wide-field photometric …
the full potential of large samples of observations obtained from wide-field photometric …
Machine learning and cosmology
Methods based on machine learning have recently made substantial inroads in many
corners of cosmology. Through this process, new computational tools, new perspectives on …
corners of cosmology. Through this process, new computational tools, new perspectives on …