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arXiv:2212.12973·v2·High Energy Physics — Phenomenology

Role of polarizations and spin-spin correlations of in at GeV to probe anomalous couplings

Amir Subba🇮🇳 · Ritesh K. Singh🇮🇳

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Abstract

We study anomalous couplings due to dimension- operators in the production process followed by semi-leptonic decay using polarizations and spin-spin correlations of bosons. The construction of some of the polarization and spin-spin correlation asymmetries required one to distinguish between two decay quarks coming from decay. We developed an artificial neural network (ANN) and a boosted decision tree (BDT) to distinguish down-type jets from up-type jets and used them to put constraint on anomalous couplings at International Linear Collider (ILC) running at GeV with integrated luminosities of . We find that the use of polarization and spin correlation observables, on top of the cross-sections, significantly improves the limits on anomalous coupling compared to the earlier studies.

Comments: 17 pages, 26 figures

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