Probing Charm Yukawa Coupling through $ch$ Associated Production at the Hadron Colliders
Nuoyu Dong, Hongsheng Hou, Zhuoni Qian, Bowen Wang, Qingjun Xu

TL;DR
This paper proposes a novel method to probe the charm Yukawa coupling at hadron colliders by analyzing associated production with the Higgs, utilizing interference effects and machine learning to improve sensitivity to the coupling's magnitude and CP phase.
Contribution
It introduces a new approach using interference in charm-Higgs production and machine learning to measure charm Yukawa coupling and CP phase at colliders.
Findings
Achieves bounds of -5.6 to 5.6 on at HL-LHC
Achieves bounds of -1.51 to 1.62 on at FCC
Provides sensitivity to CP phase between 7b0 and 77b0 at HL-LHC
Abstract
At present, the study of the charm-quark Yukawa coupling at the Large Hadron Collider mainly focuses on the Higgs decay processes. Such signal suffers from overwhelming QCD background and derives its sensitivity primarily from the associated production channel. In addition, sensitivity to a possible CP phase in charm-quark Yukawa at the hadron collider is not discussed. We investigate the charm-Higgs associated production signal, that contains a potentially detectable interference term between Yukawa coupling mediated diagrams and coupling mediated diagram. Such interference term is sensitive to the relative CP phase between contributing diagrams. High dimensional kinematic information are exploited by machine learning techniques to separate the different contribution, and sensitivity on the coupling is derived. Assuming a real modification framework,…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle physics theoretical and experimental studies · Particle Detector Development and Performance · High-Energy Particle Collisions Research
