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Simulacija poskusov na LHC [Elektronski vir]
Špenko, Krištof
Simulacije poskusov so postale ključen del sodobne eksperimentalne fizike osnovnih delcev. S primerjavo simuliranih poskusov in dejanskih eksperimentov so uspeli leta 2012 v CERN-u pokazati, da so ...zaznali delec z lastnostmi Higgsovega bozona. Postopki simulacij so računalniško izjemno zahtevni, potencialna rešitev je uporaba metod strojnega učenja. Članek vključuje pregled zgradbe Velikega hadronskega trkalnika (LHC) in detektorja ATLAS ter njuno delovanje. Nato sledi opis poteka simulacij tovrstnih eksperimentov. Članek pa se zaključuje s kratkim povzetkom prihodnosti strojnega učenja v simulacijah.
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