23–27 Sept 2024
CERN
Europe/Zurich timezone

Towards real-time data analysis at Belle II and beyond

Not scheduled
3m
500/1-001 - Main Auditorium (CERN)

500/1-001 - Main Auditorium

CERN

400
Show room on map
Poster and Flash talk Flash talks / poster session

Description

We present the implementation and performance of the first-level Belle II neural network track trigger, a data-taking system operational since 2021. This system, implemented on FPGA, enhances the overall trigger performance of Belle II, particularly in terms of efficiency for events with low track multiplicities. We also discuss the implementation and use of the Punzi-loss and Punzi-net, innovative tools specifically designed to search for new particles of unknown masses. This work advocates for the deployment of such tools on FPGAs to enable real-time analyses with applications beyond Belle II.

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Author

Gianluca Inguglia (Austrian Academy of Sciences (AT))

Presentation materials

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