Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra

no code implementations • 3 Apr 2019 • Amit Chakraborty, Sung Hak Lim, Mihoko M. Nojiri

Here we propose an interpretable network trained on the jet spectrum $S_{2}(R)$ which is a two-point correlation function of the jet constituents.

Classification General Classification +1

Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case

no code implementations • 9 Jul 2018 • Sung Hak Lim, Mihoko M. Nojiri

Jets from boosted heavy particles have a typical angular scale which can be used to distinguish them from QCD jets.