no code implementations • 6 Dec 2021 • Florencia Canelli, Annapaola De Cosa, Luc Le Pottier, Jeremi Niedziela, Kevin Pedro, Maurizio Pierini
The experimental signature is characterised by the presence of reconstructed missing momentum collinear with the visible components of the jets.
1 code implementation • 9 Feb 2021 • Vinicius Mikuni, Florencia Canelli
Methods for processing point cloud information have seen a great success in collider physics applications.
no code implementations • 28 Sep 2020 • Vinicius Mikuni, Florencia Canelli
We propose a new method for Unsupervised clustering in particle physics named UCluster, where information in the embedding space created by a neural network is used to categorise collision events into different clusters that share similar properties.
Data Analysis, Statistics and Probability High Energy Physics - Experiment
2 code implementations • 13 Jan 2020 • Vinicius Mikuni, Florencia Canelli
In high energy physics, graph-based implementations have the advantage of treating the input data sets in a similar way as they are collected by collider experiments.
Data Analysis, Statistics and Probability High Energy Physics - Phenomenology