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AI enhances Higgs boson’s charm

  • The CMS collaboration at CERN conducted a new search for the decay of a Higgs boson into charm quarks to understand how this particle gives mass to matter.
  • Using cutting-edge AI techniques, researchers set stringent limits on the interaction between the Higgs boson and the charm quark, marking a significant step in unraveling the mysteries of particle physics.
  • Machine-learning models were employed to identify charm jets and distinguish Higgs boson signals from background processes, resulting in improved accuracy in recognizing charm jets.
  • This advancement opens up possibilities for further insights into the Higgs boson's interaction with charm quarks, potentially providing a crucial test of the long-standing Standard Model.

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