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Thinking outside the ROCs: Designing Decorrelated Taggers (DDT) for jet substructure
We explore the scale-dependence and correlations of jet substructure observables to improve upon existing techniques in the identification of highly Lorentz-boosted objects. Modified observables are designed to remove correlations from existing theoretically well-understood observables, providing pr...
Autores principales: | Dolen, James, Harris, Philip, Marzani, Simone, Rappoccio, Salvatore, Tran, Nhan |
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Lenguaje: | eng |
Publicado: |
2016
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/JHEP05(2016)156 http://cds.cern.ch/record/2135576 |
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