From the Bottom to the Top -- Reconstruction of $t\bar{t}$ Events with Deep Learning

Johannes Erdmann, Tim Kallage, Kevin Kröninger +1

The reconstruction of top-quark pair-production ($t\bar{t}$) events is a prerequisite for many top-quark measurements. We use a deep neural network, trained with Monte-Carlo simula…