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followers: 9.0 following: 4.0 repos: 5.0 gists: 0.0

Name: Manuel Szewc

Type: User

Company: University of Cincinnati

Bio: Physics PhD. Researcher in High Energy Physics Phenomenology. Interested in Machine Learning and its application to LHC analyses.

Location: Cincinnati, Ohio, United States

Manuel Szewc's Projects

bayes-4tops icon bayes-4tops

This repository allows to reproduce the results detailed in arxiv:2107.00668 by E. Alvarez, B.M. Dillon, D. A. Faroughy, J. F. Kamenik, F. Lamagna and M. Szewc.

lda-jet-substructure icon lda-jet-substructure

The code in this repository implements unsupervised jet substructure classification based on Latent Dirichlet Allocation. The code was developed for the work in the paper "Uncovering latent jet substructure" by B. M. Dillon, D. A. Faroughy, J. F. Kamenik. The arxiv link is https://arxiv.org/abs/1904.04200.

ml4dt icon ml4dt

A repository for the ML4DT work done by Ezequiel Alvarez, Federico Lamagna and Manuel Szewc

null_hypothesis_test_for_anomaly_detection icon null_hypothesis_test_for_anomaly_detection

This repository contains all the necessary code to reproduce the results of arxiv:2210.02226. There, we propose a method to exclude the background-only hypothesis when performing anomaly detection at the LHC.

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