A Deep Learning Approach to Quasar Continuum Prediction

1 code implementation • 8 Jun 2020 • Bin Liu, Rongmon Bordoloi

We apply iQNet and predict the continua of $\sim$3200 SDSS-DR16 quasar spectra at higher redshift ($2< z \leq 5$) and measure the redshift evolution of mean transmitted flux ($< F >$) in the Ly-$\alpha$ forest region.

Astrophysics of Galaxies

Revealing the Dark Threads of the Cosmic Web

no code implementations • 10 Mar 2020 • Joseph N. Burchett, Oskar Elek, Nicolas Tejos, J. Xavier Prochaska, Todd M. Tripp, Rongmon Bordoloi, Angus G. Forbes

Modern cosmology predicts that matter in our Universe has assembled today into a vast network of filamentary structures colloquially termed the Cosmic Web.