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Fast inference on FPGA for the ATLAS Muon Trigger

Track finding in high-density environments is a key challenge for experiments at modern accelerators. In this presentation we describe the performance obtained running machine learning models studied for the ATLAS Muon High Level Trigger. These mod- els are designed for hit position reconstruction a...

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Detalles Bibliográficos
Autor principal: Carnesale, Maria
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2873583