5 papers
Fast And Automatic Floating Point Error Analysis With CHEF-FP
Garima Singh, Baidyanath Kundu, Harshitha Menon +3
As we reach the limit of Moore's Law, researchers are exploring different paradigms to achieve unprecedented performance. Approximate Computing (AC), which relies on the ability of…
Automatic Differentiation of Binned Likelihoods With Roofit and Clad
Garima Singh, Jonas Rembser, Lorenzo Moneta +2
RooFit is a toolkit for statistical modeling and fitting used by most experiments in particle physics. Just as data sets from next-generation experiments grow, processing requireme…
Second Analysis Ecosystem Workshop Report
Mohamed Aly, Jackson Burzynski, Bryan Cardwell +66
The second workshop on the HEP Analysis Ecosystem took place 23-25 May 2022 at IJCLab in Orsay, to look at progress and continuing challenges in scaling up HEP analysis to meet the…
HL-LHC Analysis With ROOT
Axel Naumann, Philippe Canal, Enric Tejedor +14
ROOT is high energy physics' software for storing and mining data in a statistically sound way, to publish results with scientific graphics. It is evolving since 25 years, now prov…
ROOT for the HL-LHC: data format
Axel Naumann, Philippe Canal, Enric Tejedor +14
This document discusses the state, roadmap, and risks of the foundational components of ROOT with respect to the experiments at the HL-LHC (Run 4 and beyond). As foundational compo…