Luciana Tanzarella
Continuum background suppression using Deep Learning for the Belle II experiment.
Rel. Alfredo Braunstein, Hans-Günther Moser. Politecnico di Torino, Corso di laurea magistrale in Physics Of Complex Systems (Fisica Dei Sistemi Complessi), 2022
Abstract
The underlying reason for matter dominance in the universe lies in the violation of CP symmetry, introduced to the SM by Kobayashi and Maskawa by proposing a six-quark model, which resulted in them winning the Nobel Prize for Physics in 2008. The proof of this fundamental achievement was made possible by the KEKB accelerator, located in Japan: a B-factory producing abundant B-mesons, which, decaying into other lighter mesons, are excellent candidates for investigating CP violation. KEKB is an asymmetric electron-positron collider with 10.58 GeV centre-of-mass energy, i.e. at Y(4s) resonance. The challenge today is to perform increasingly precise measurements of weak interaction parameters, which lurk the secrets to formulating physics beyond the SM.
This is what SuperKEKB, the successor of KEKB, aims to achieve by working at the high-intensity frontier
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