Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics [PDF]
High-energy physics (HEP) experiments have developed millions of lines of code over decades that are optimized to run on traditional x86 CPU systems. However, we are seeing a rapidly increasing fraction of floating point computing power in leadership ...
M. Atif +19 more
semanticscholar +1 more source
Quantum Computing for High-Energy Physics: State of the Art and Challenges [PDF]
Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achieving a so-called quantum advantage—namely, a significant (in some cases exponential) speedup of numerical ...
A. D. Meglio +45 more
semanticscholar +1 more source
Reliably estimating the statistical significance of a new physics signal by exploiting GPUs
GPUs represent one of the most sophisticated and versatile parallel computing architectures that have recently been introduced in the High Energy Physics (HEP) field.
A. Pompili, A. Di Florio
semanticscholar +1 more source
Software Training in High Energy Physics [PDF]
Among the upgrades in current high energy physics (HEP) experiments and the new facilities coming online, solving software challenges has become integral to the success of the collaborations.
M. Villanueva +2 more
semanticscholar +1 more source
Quantum Simulation for High-Energy Physics [PDF]
It is for the first time that Quantum Simulation for High Energy Physics (HEP) is studied in the U.S. decadal particle-physics community planning, and in fact until recently, this was not considered a mainstream topic in the community.
Christian W. Bauer. Zohreh Davoudi +29 more
semanticscholar +1 more source
Evaluating generative models in high energy physics [PDF]
There has been a recent explosion in research into machine-learning-based generative modeling to tackle computational challenges for simulations in high energy physics (HEP).
R. Kansal +6 more
semanticscholar +1 more source
Prospects for the detection rate of very-high-energy γ-ray emissions from short γ-ray bursts with the HADAR experiment [PDF]
The observation of short gamma ray bursts (SGRBs) in the TeV energy range plays an important role in understanding the radiation mechanism and probing potential new physics, such as Lorentz invariance violation (LIV). However, no SGRBs have been observed
Qilun Chen +25 more
semanticscholar +1 more source
Analysis of Requirements for the Design of a Detector Control System in a High Energy Physics (HEP) Experiment [PDF]
In this work the use of the Rational Unified Process (RUP) to model the design of a Detector Control System (DCS) in a High-Energy Physics (HEP) experiment is proposed.
J. C. Cabanillas-Noris +3 more
semanticscholar +1 more source
Evaluating Awkward Arrays, uproot, and coffea as a query platform for High Energy Physics Data
Query languages for High Energy Physics (HEP) are an ever present topic within the field. A query language that can efficiently represent the nested data structures that encode the statistical and physical meaning of HEP data will help analysts by ...
L. Gray, F. B. I. N. Smith
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Event generators for high-energy physics experiments [PDF]
We provide an overview of the status of Monte-Carlo event generators for high-energy particle physics. Guided by the experimental needs and requirements, we highlight areas of active development, and opportunities for future improvements.
J. Campbell +210 more
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