19 citations · 41 across the 5 of their papers we have counts for
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physics.data-an2022★ 10 cited
Hyperparameter optimization of data-driven AI models on HPC systems
Eric Wulff, Maria Girone, Joosep Pata
In the European Center of Excellence in Exascale computing "Research on AI- and Simulation-Based Engineering at Exascale" (CoE RAISE), researchers develop novel, scalable AI techno…
physics.data-an2022★ 19 cited
Machine Learning for Particle Flow Reconstruction at CMS
Joosep Pata, Javier Duarte, Farouk Mokhtar +5
We provide details on the implementation of a machine-learning based particle flow algorithm for CMS. The standard particle flow algorithm reconstructs stable particles based on ca…