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physics.data-an2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks
Joosep Pata, Javier Duarte, Jean-Roch Vlimant +2
In general-purpose particle detectors, the particle-flow algorithm may be used to reconstruct a comprehensive particle-level view of the event by combining information from the cal…
physics.data-an2019
Processing Columnar Collider Data with GPU-Accelerated Kernels
Joosep Pata, Maria Spiropulu
At high energy physics experiments, processing billions of records of structured numerical data from collider events to a few statistical summaries is a common task. The data proce…