246 citations · 4.4k across the 143 of their papers we have counts for
5 papers · 1 filter
HEP Software Foundation Community White Paper Working Group -- Data Organization, Management and Access (DOMA)
Dario Berzano, Riccardo Maria Bianchi, Ian Bird +35
Without significant changes to data organization, management, and access (DOMA), HEP experiments will find scientific output limited by how fast data can be accessed and digested b…
HEP Software Foundation Community White Paper Working Group --- Visualization
Matthew Bellis, Riccardo Maria Bianchi, Sebastien Binet +19
In modern High Energy Physics (HEP) experiments visualization of experimental data has a key role in many activities and tasks across the whole data chain: from detector developmen…
HEP Software Foundation Community White Paper Working Group - Data and Software Preservation to Enable Reuse
M. D. Hildreth, A. Boehnlein, K. Cranmer +20
In this chapter of the High Energy Physics Software Foundation Community Whitepaper, we discuss the current state of infrastructure, best practices, and ongoing developments in the…
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…
HEP Software Foundation Community White Paper Working Group - Data Analysis and Interpretation
Lothar Bauerdick, Riccardo Maria Bianchi, Brian Bockelman +26
At the heart of experimental high energy physics (HEP) is the development of facilities and instrumentation that provide sensitivity to new phenomena. Our understanding of nature a…