2.6k citations · 12.9k across the 87 of their papers we have counts for
12 papers · 1 filter
PDFFlow: hardware accelerating parton density access
Marco Rossi, Stefano Carrazza, Juan M. Cruz-Martinez
We present PDFFlow, a new software for fast evaluation of parton distribution functions (PDFs) designed for platforms with hardware accelerators. PDFs are essential for the calcula…
Determining the proton content with a quantum computer
Adrián Pérez-Salinas, Juan Cruz-Martinez, Abdulla A. Alhajri +1
We present a first attempt to design a quantum circuit for the determination of the parton content of the proton through the estimation of parton distribution functions (PDFs), in…
MCNNTUNES: tuning Shower Monte Carlo generators with machine learning
Marco Lazzarin, Simone Alioli, Stefano Carrazza
The parameters tuning of event generators is a research topic characterized by complex choices: the generator response to parameter variations is difficult to obtain on a theoretic…
VegasFlow: accelerating Monte Carlo simulation across platforms
Juan M. Cruz-Martinez, Stefano Carrazza
In this work we demonstrate the usage of the VegasFlow library on multidevice situations: multi-GPU in one single node and multi-node in a cluster. VegasFlow is a new software for…
Constructing PineAPPL grids on hardware accelerators
Stefano Carrazza, Juan M. Cruz-Martinez, Christopher Schwan
In this proceedings we demonstrate how to implement and construct the PineAPPL grids, designed for fast-interpolation of Monte Carlo simulation with electroweak and QCD corrections…
PDFFlow: parton distribution functions on GPU
Stefano Carrazza, Juan M. Cruz-Martinez, Marco Rossi
We present PDFFlow, a new software for fast evaluation of parton distribution functions (PDFs) designed for platforms with hardware accelerators. PDFs are essential for the calcula…