Supervised Deep Learning in High Energy Phenomenology: a Mini Review *

Murat Abdughani,Jie Ren,Lei Wu,Jin-Min Yang,Jun Zhao

Fig. 20 (Color online) The 95% CL exclusion limits on the plane of $m_{\tilde{t}_1}$ versus $m_{\tilde{\chi}^0_1}$ by using MPNN and DNN at the 13 TeV LHC with a luminosity of ${\cal L}=36.1$ fb$^{-1}$. The black line corresponds to the mass relation $m_{\tilde{t}_1}=m_{\tilde{\chi}^0_1}+m_{t}$. This figure is taken from Ref. [13].