Potential of the Julia Programming Language for High Energy Physics Computing [PDF]
Research in high energy physics (HEP) requires huge amounts of computing and storage, putting strong constraints on the code speed and resource usage.
J. Eschle+17 more
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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
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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
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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
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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
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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
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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
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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
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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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pyBumpHunter: A model independent bump hunting tool in Python for high energy physics analyses [PDF]
The BumpHunter algorithm is widely used in the search for new particles in High Energy Physics analysis. This algorithm offers the advantage of evaluating the local and global p-values of a localized deviation in the observed data without making any ...
L. Vaslin+3 more
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