Deep Learning of Quasar Spectra to Discover and Characterize Damped Lya Systems

David Parks, J. Xavier Prochaska, Shawfeng Dong +1

We have designed, developed, and applied a convolutional neural network (CNN) architecture using multi-task learning to search for and characterize strong HI Lya absorption in quas…