Discovery in Physics

Volume 2 covers knowledge discovery in particle and astroparticle physics. Instruments gather petabytes of data and machine learning is used to process the vast amounts of data and to detect relevant examples efficiently. The physical knowledge is encoded in simulations used to train the machine lea...

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Bibliografski detalji
Daljnji autori: Morik, Katharina (Urednik), Rhode, Wolfgang (Urednik)
Format: Elektronički Poglavlje knjige
Jezik:engleski
Izdano: Berlin/Boston De Gruyter 2022
Serija:De Gruyter STEM Volume 2
Teme:
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Opis
Sažetak:Volume 2 covers knowledge discovery in particle and astroparticle physics. Instruments gather petabytes of data and machine learning is used to process the vast amounts of data and to detect relevant examples efficiently. The physical knowledge is encoded in simulations used to train the machine learning models. The interpretation of the learned models serves to expand the physical knowledge resulting in a cycle of theory enhancement.
Opis fizičkog objekta:1 electronic resource (349 p.)
ISBN:9783110785968
9783110785951
9783110786132
Pristup:Open Access