Jun Seung Pi
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View article: Hunting and identifying coloured resonances in four top events with machine learning
Hunting and identifying coloured resonances in four top events with machine learning Open
We study prospects to search for pair or singly produced colour octet or colour sextet scalars which decay into two top quarks at the LHC. We focus on the same-sign lepton final state. We train a neural network comprising a simple multilay…
View article: Uncovering doubly charged scalars with dominant three-body decays using machine learning
Uncovering doubly charged scalars with dominant three-body decays using machine learning Open
A bstract We propose a deep learning-based search strategy for pair production of doubly charged scalars undergoing three-body decays to $$ {W}^{+}t\overline{b} $$ in the same-sign lepton plus multi-jet final state. This process is…
View article: Uncovering doubly charged scalars with dominant three-body decays using machine learning
Uncovering doubly charged scalars with dominant three-body decays using machine learning Open
We propose a deep learning-based search strategy for pair production of doubly charged scalars undergoing three-body decays to $W^+ t\bar b$ in the same-sign lepton plus multi-jet final state. This process is motivated by composite Higgs m…
View article: Portraying double Higgs at the Large Hadron Collider II
Portraying double Higgs at the Large Hadron Collider II Open
A bstract The Higgs potential is vital to understand the electroweak symmetry breaking mechanism, and probing the Higgs self-interaction is arguably one of the most important physics targets at current and upcoming collider experiments. In…