597 citations · 1.2k across the 17 of their papers we have counts for
19 papers
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…
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…
When Two Worlds Collide: Using Particle Physics Tools to Visualize the Limit Order Book
Marjolein E. Verhulst, Philippe Debie, Stephan Hageboeck +6
We introduce a methodology to visualize the limit order book (LOB) using a particle physics lens. Open-source data-analysis tool ROOT, developed by CERN, is used to reconstruct and…
A Portable Implementation of RANLUX++
Jonas Hahnfeld, Lorenzo Moneta
High energy physics has a constant demand for random number generators (RNGs) with high statistical quality. In this paper, we present ROOT's implementation of the RANLUX++ generat…
Software Challenges For HL-LHC Data Analysis
ROOT Team, Kim Albertsson Brann, Guilherme Amadio +21
The high energy physics community is discussing where investment is needed to prepare software for the HL-LHC and its unprecedented challenges. The ROOT project is one of the centr…