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physics.comp-ph2021★ 1 cited
Introduction and analysis of a method for the investigation of QCD-like tree data
Marko Jercic, Ivan Jercic, Nikola Poljak
The properties of decays that take place during jet formation cannot be easily deduced from the final distribution of particles in a detector. In this work, we first simulate a sys…
physics.comp-ph2020
Exploring the Possibility of a Recovery of Physics Process Properties from a Neural Network Model
Marko Jercic, Nikola Poljak
The application of machine learning methods to particle physics often doesn't provide enough understanding of the underlying physics. An interpretable model which provides a way to…