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physics.ins-det2020★ 1 cited
An updated hybrid deep learning algorithm for identifying and locating primary vertices
Simon Akar, Thomas J. Boettcher, Sarah Carl +5
We present an improved hybrid algorithm for vertexing, that combines deep learning with conventional methods. Even though the algorithm is a generic approach to vertex finding, we…
physics.ins-det2019★ 4 cited
A hybrid deep learning approach to vertexing
Rui Fang, Henry F Schreiner, Michael D Sokoloff +2
In the transition to Run 3 in 2021, LHCb will undergo a major luminosity upgrade, going from 1.1 to 5.6 expected visible Primary Vertices (PVs) per event, and will adopt a purely s…