Speaker
Xavier Vilasis-Cardona
(DS4DS, La Salle - Universitat Ramon Llull)
Description
Reconstruction algorithms or more generally any algorithm bound to serve in the trigger needs to fulfil given efficiencies and accuracies to comply with the physics necessities, but also be compatible with a given time budget. Increasing data throughputs are often a challenge that classical algorithms and approaches cannot sustain. For this reason, new strategies are required. Some techniques may look very promising yet fail the implementation requirements. A tougher evaluation of the methods, complexity of the algorithm and adaptation to the hardware is then necessary to meet all specifications. This concept is illustrated through the approach of the reconstruction algorithm for the calorimeter of LHCb in the real time analysis framework.
| Which session do you think it fits best? | Trigger Algorithms, ML / AI applications |
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Primary author
Xavier Vilasis-Cardona
(DS4DS, La Salle - Universitat Ramon Llull)
