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Jet substructure studies with CMS open data
Published 2018“…Although the 2010 CMS open data do not include simulated data to help estimate systematic uncertainties, we use track-only observables to validate these substructure studies.…”
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Jet substructure studies with CMS open data
Published 2018“…Although the 2010 CMS open data do not include simulated data to help estimate systematic uncertainties, we use track-only observables to validate these substructure studies.…”
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Exploring the space of jets with CMS open data
Published 2020“…To validate the performance of the CMS detector in reconstructing the energy flow of jets, we compare the CMS Open Data to corresponding simulated data samples for a variety of jet kinematic and substructure observables. …”
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Exposing the QCD Splitting Function with CMS Open Data
Published 2017“…To our knowledge, this is the first ever physics analysis based on the CMS Open Data.…”
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Exposing the QCD Splitting Function with CMS Open Data
Published 2018“…To our knowledge, this is the first ever physics analysis based on the CMS Open Data.…”
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Application of Unsupervised Machine Learning for Event Classification
Published 2022“…Our analysis is based on an Open Data dataset of proton-proton collisions collected at the Large Hadron Collider in 2011. …”
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Non-Gaussianities in collider energy flux
Published 2022“…We find good agreement between perturbative calculations of the non-gaussianity and a charged-particle-based analysis using CMS Open Data, and we observe a strong non-gaussianity peaked in the “flattened triangle” regime. …”
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