ManuelSzewc
Physics PhD. Researcher in High Energy Physics Phenomenology. Interested in Machine Learning and its application to LHC analyses.
University of CincinnatiCincinnati, Ohio, United States
Pinned Repositories
ML4DT
A repository for the ML4DT work done by Ezequiel Alvarez, Federico Lamagna and Manuel Szewc
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
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.
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.
SimpleTopTagger
Topic-Model-for-four-top-at-the-LHC
This repository posseses the codes used in https://arxiv.org/abs/1911.09699
bmlsc
Notebooks and material for the Bayesian Machine Learning Summer Camp wotksgop
datasets
Datos para los cursos y parciales de ML
ManuelSzewc's Repositories
ManuelSzewc/SimpleTopTagger
ManuelSzewc/ML4DT
A repository for the ML4DT work done by Ezequiel Alvarez, Federico Lamagna and Manuel Szewc
ManuelSzewc/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.
ManuelSzewc/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.
ManuelSzewc/Topic-Model-for-four-top-at-the-LHC
This repository posseses the codes used in https://arxiv.org/abs/1911.09699
ManuelSzewc/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.