A SEARCH FOR LEPTONIC PHOTON, Zl, AT ALL THREE CLIC ENERGY STAGES BY USING ARTIFICIAL NEURAL NETWORKS (ANN)

Kara S., AKKOYUN S.

Acta Physica Polonica B, cilt.55, sa.6, 2024 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 55 Sayı: 6
  • Basım Tarihi: 2024
  • Doi Numarası: 10.5506/aphyspolb.55.6-a4
  • Dergi Adı: Acta Physica Polonica B
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, Central & Eastern European Academic Source (CEEAS), Compendex, INSPEC, zbMATH
  • Sivas Cumhuriyet Üniversitesi Adresli: Evet

Özet

In this work, the possible dynamics of the massive leptonic photon Zlare reconsidered via the e+e-→ μ+μ- process at the Compact Linear Collider (CLIC) with the updated center-of-mass energies (380, 1500, and 3000 GeV). We show that new generation colliders as CLIC can observe the massive leptophilic vector boson Zlwith mass up to the center-ofmass energy, provided that the leptonic coupling constant is gl ≥ 10-3. In this study, we also estimated the cross sections by artificial neural networks using the theoretical results we obtained for CLIC. According to the results obtained, it was seen that these predictions could be made through machine learning.