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
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.
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.
A repository for the ML4DT work done by Ezequiel Alvarez, Federico Lamagna and Manuel Szewc
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.
This repository posseses the codes used in https://arxiv.org/abs/1911.09699