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Machine Learning Methods for Histogram Deconvolution in High Energy Physics
Keras sequential neural networks are developed to perform histogram deconvolution on Z-boson mass spectra generated by the MadGraph5_aMC@NLO event generator using Pythia8 and Delphes. Three ways of interpreting the problem with neural networks are presented, tested and then compared with each other...
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| Lenguaje: | eng |
| Publicado: |
2019
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| Acceso en línea: | http://cds.cern.ch/record/2690260 |