These are the codes used in High Energy Physics simulations, particularly including simulations of Lattice QCD and Machine Learning for High Energy Physics

Jets substructure are used to probe properties of strong interaction, as well as search for the presence of new particles at the Large Hadron Collider (LHC) and at the European Center of Nuclear Research (CERN). In order to assess if a jet originated from quark or gluon, several observables sensitive to internal (sub)structure of the jets have b…

In this small work, we solve a classification problem using pytorch. The idea is to compare a little the result obtained with keras.

Import ROOT Ntuples into MATLAB

Scripts that transform obj polylines into surfaces that follow the same path defined by the polyline. I have written this for my research at UCLA regarding development of VR event displays for the LHC CMS detector.

Machine Learning Application in HEP for improving signal significance for ALICE data, LHC-CERN

(Team Lead) My final year BSc Physics project providing CERN with a statistical analysis and recommendation for a particle beam loss monitor for the LHC.