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Simultaneous CTEQ-TEA extraction of PDFs and SMEFT parameters from jet and t{bar t} data

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arxiv 2211.01094 v2 pith:PXSLDW5F submitted 2022-11-02 hep-ph hep-ex

Simultaneous CTEQ-TEA extraction of PDFs and SMEFT parameters from jet and t{bar t} data

classification hep-ph hep-ex
keywords smeftcoefficientspdfsphysicswilsonanalysesconstraintscorrelations
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Recasting phenomenological Lagrangians in terms of SM effective field theory (SMEFT) provides a valuable means of connecting potential BSM physics at momenta well above the electroweak scale to experimental signatures at lower energies. In this work we jointly fit the Wilson coefficients of SMEFT operators as well as the PDFs in an extension of the CT18 global analysis framework, obtaining self-consistent constraints to possible BSM physics effects. Global fits are boosted with machine-learning techniques in the form of neural networks to ensure efficient scans of the full PDF+SMEFT parameter space. We focus on several operators relevant for top-quark pair and jet production at hadron colliders and obtain constraints on the Wilson coefficients with Lagrange Multiplier scans. We find mild correlations between the extracted Wilson coefficients, PDFs, and other QCD parameters, and see indications that these correlations may become more prominent in future analyses based on data of higher precision. This work serves as a new platform for joint analyses of SM and BSM physics based on the CTEQ-TEA framework.

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Cited by 2 Pith papers

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  2. PDF effects in high-mass Drell-Yan SMEFT analyses across flavour space

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    PDF profiling broadens high-mass Drell-Yan SMEFT limits most for first-generation quark operators and far less for heavier flavours, both with current CMS data and at the HL-LHC.