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Fernando Torales Acosta's Projects

calo4eic icon calo4eic

Plotting Changes to incorporate Fast Point Cloud Diffusion

eic_diffusion icon eic_diffusion

Another Fork from Vinicius Mikuni's GSGM repository, this time adapted for the purposes of using diffusion for generating entire EIC events. In collaboration with QCDHUB

eic_jet_studies icon eic_jet_studies

EIC Jets reconstructed with an All-Sillicon tracker designed at LBL. Uses the full simulation of the detector in Fun4All, using this repository's sister, e_Jet_Analysis.

etamass icon etamass

Eta Mass Reconstruction with track veto

graph_neural_networks_4eic icon graph_neural_networks_4eic

The idea of this repo is to learn a regression model conditioned on detector properties. This can then be combined with a post-hoc optimizer. The followup to this will be the combination of a regression model and a generative model.

gs-mixing icon gs-mixing

ALICE Event Mixing for NTuples using Gale-Shapely Algorithm

h1_asymmetry icon h1_asymmetry

Azimuthal Lepton Jet Asymmetry Physics Analysis using ML for Unfolding

macros icon macros

Official macros to run sPHENIX coresoftware. Welcome to fork and to edit for your own studies.

omnifold_tutorial icon omnifold_tutorial

A tutorial for data deconvolution, using discriminators to estimate the maximum likelihood between 2 distributions

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