Stefano Carrazza
Stefano Carrazza
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PDFFlow: hardware accelerating parton density access
We present PDFFlow, a new software for fast evaluation of parton distribution functions (PDFs) designed for platforms with hardware …
Marco Rossi
,
Stefano Carrazza
,
Juan M. Cruz-Martinez
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Project
DOI
VegasFlow: accelerating Monte Carlo simulation across platforms
In this work we demonstrate the usage of the VegasFlow library on multidevice situations: multi-GPU in one single node and multi-node …
Stefano Carrazza
,
Juan M. Cruz-Martinez
Preprint
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Code
Project
Constructing PineAPPL grids on hardware accelerators
Stefano Carrazza
,
Juan M. Cruz-Martinez
,
Christopher Schwan
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Project
Project
Studying the parton content of the proton with deep learning models
Juan M. Cruz-Martinez
,
Stefano Carrazza
,
Roy Stegeman
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Project
libGroomRL: Reinforcement Learning for Jets
Stefano Carrazza
,
Frédéric A. Dreyer
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Project
Modelling conditional probabilities with Riemann-Theta Boltzmann Machines
Stefano Carrazza
,
Daniel Krefl
,
Andrea Papaluca
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Project
Towards hardware acceleration for parton densities estimation
Stefano Carrazza
,
Juan Cruz-Martinez
,
Jesús Urtasun-Elizari
,
Emilio Villa
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Project
Machine Learning in High Energy Physics Community White Paper
Kim Albertsson
,
others
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Project
Machine learning challenges in theoretical HEP
Stefano Carrazza
PDF
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Project
Minimisation strategies for the determination of parton density functions
Stefano Carrazza
,
Nathan P. Hartland
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