activity
20182021
most citedLearning to Denoise Astronomical Images with U-nets

62 citations · 162 across the 5 of their papers we have counts for

collaborators

9 papers

astro-ph.CO202140 cited

The X-CLASS survey: A catalogue of 1646 X-ray-selected galaxy clusters up to z1.5

E. Koulouridis, N. Clerc, T. Sadibekova +25

Cosmological probes based on galaxy clusters rely on cluster number counts and large-scale structure information. X-ray cluster surveys are well suited for this purpose, since they…

astro-ph.CO202116 cited

Understanding X-ray and optical selection of galaxy clusters: A comparison of the XXL and CAMIRA cluster catalogues obtained in the common XXL-HSC SSP area

J. P. Willis, M. Oguri, M. E. Ramos-Ceja +31

Large samples of galaxy clusters provide knowledge of both astrophysics in the most massive virialised environments and the properties of the cosmological model that defines our Un…

astro-ph.IM202062 cited

Learning to Denoise Astronomical Images with U-nets

Antonia Vojtekova, Maggie Lieu, Ivan Valtchanov +4

Astronomical images are essential for exploring and understanding the universe. Optical telescopes capable of deep observations, such as the Hubble Space Telescope, are heavily ove…

astro-ph.CO20206 cited

Multiwavelength classification of X-ray selected galaxy cluster candidates using convolutional neural networks

Matej Kosiba, Maggie Lieu, Bruno Altieri +15

Galaxy clusters appear as extended sources in XMM-Newton images, but not all extended sources are clusters. So, their proper classification requires visual inspection with optical…

astro-ph.CO2020

X-ray properties of X-CLASS-redMaPPer galaxy cluster sample: The luminosity-temperature relation

Mona Molham, Nicolas Clerc, Ali Takey +7

This paper presents results of a spectroscopic analysis of the X-CLASS-redMaPPer (XC1-RM) galaxy cluster sample. X-CLASS is a serendipitous search for clusters in the X-ray waveban…

astro-ph.CO201938 cited

XXL Survey groups and clusters in the Hyper Suprime-Cam Survey. Scaling relations between X-ray properties and weak lensing mass

Mauro Sereno, Keiichi Umetsu, Stefano Ettori +13

Scaling relations trace the formation and evolution of galaxy clusters. We exploited multi-wavelength surveys -- the XXL survey at \emph{XMM-Newton} in the X-ray band, and the Hype…