29 citations · 61 across the 6 of their papers we have counts for
3 papers · 1 filter
MadFlow: automating Monte Carlo simulation on GPU for particle physics processes
Stefano Carrazza, Juan Cruz-Martinez, Marco Rossi +1
We present MadFlow, a first general multi-purpose framework for Monte Carlo (MC) event simulation of particle physics processes designed to take full advantage of hardware accelera…
Towards the automation of Monte Carlo simulation on GPU for particle physics processes
Stefano Carrazza, Juan Cruz-Martinez, Marco Rossi +1
In this proceedings we present MadFlow, a new framework for the automation of Monte Carlo (MC) simulation on graphics processing units (GPU) for particle physics processes. In orde…
Deep Learning strategies for ProtoDUNE raw data denoising
Marco Rossi, Sofia Vallecorsa
In this work, we investigate different machine learning-based strategies for denoising raw simulation data from the ProtoDUNE experiment. The ProtoDUNE detector is hosted by CERN a…