Скачать или смотреть CERN Uses ChatGPT Style AI to Hunt “Impossible” Higgs Boson Decay

🔬 CERN scientists are using cutting-edge AI, similar to what powers ChatGPT, to hunt for a decay of the Higgs boson that was once thought "impossible" to detect. The CMS collaboration at the Large Hadron Collider (LHC) is deploying advanced machine learning to find evidence of the Higgs boson decaying into two charm quarks—a crucial test to see if the Higgs gives mass to the quarks that make up everyday matter.

This search is incredibly difficult because charm quarks are light and create messy "jets" of particles that are hard to distinguish from background noise. The team used a graph neural network to identify charm jets and a transformer network (the tech behind ChatGPT) to classify events, setting the strongest limits yet on this elusive interaction.

🤖 Key Breakthroughs:
✔️ AI-Powered Physics: Using transformer models, typically for language, to classify particle collision events.
✔️ The "Charm" Problem: Why detecting Higgs decays to lighter quarks is so difficult.
✔️ Paradigm Shift: A new approach was needed because traditional jet "tagging" methods failed.
✔️ Tighter Limits: The analysis improved constraints on the Higgs-charm interaction by 35%.
✔️ The Ultimate Goal: Confirming this decay would complete our understanding of how all fundamental particles get their mass from the Higgs field.

#CERN #HiggsBoson #AI #Physics #Science #LargeHadronCollider #MachineLearning

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