313 citations · 882 across the 27 of their papers we have counts for
4 papers · 1 filter
Grid-based minimization at scale: Feldman-Cousins corrections for SBN
Holger Schulz, Marianette Wospakrik, Mark Ross-Lonergan +6
We present a computational model for the construction of Feldman-Cousins (FC) corrections frequently used in High Energy Physics (HEP) analysis. The program contains a grid-based m…
HEP Software Foundation Community White Paper Working Group - Data Processing Frameworks
Paolo Calafiura, Marco Clemencic, Hadrien Grasland +15
Data processing frameworks are an essential part of HEP experiments' software stacks. Frameworks provide a means by which code developers can undertake the essential tasks of physi…
Machine Learning in High Energy Physics Community White Paper
Kim Albertsson, Piero Altoe, Dustin Anderson +125
Machine learning has been applied to several problems in particle physics research, beginning with applications to high-level physics analysis in the 1990s and 2000s, followed by a…
A Roadmap for HEP Software and Computing R&D for the 2020s
Johannes Albrecht, Antonio Augusto Alves, Guilherme Amadio +307
Particle physics has an ambitious and broad experimental programme for the coming decades. This programme requires large investments in detector hardware, either to build new facil…