Quark–gluon jet classification on CMS Open Data using particle-level graph neural networks.
Reproducible audit of four-lepton pairing rules using CMS 2012 Open Data and AODSIM, with toy identifiability studies, generator-ancestry checks, and explicit interpretation limits.
Information-conditional, fail-closed certification of quantum and classical collider event classifiers under experimental systematics and quantum estimation uncertainty. Code, data ledger and manuscript for 'Conditional validity of quantum event classifiers under collider systematics and quantum estimation uncertainty'.
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