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WE2: special session -- detectors for nuclear and particle physics: calorimeters 1
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High Temperature Superconductor Detector Magnets for Future Particle Physics Experiments
IEEE transactions on applied superconductivity, 2023Particle physics experiments make use of magnetic fields up to $4 \,\mathrm{T}$ to bend electrically charged particles such that their charge and momentum can be determined.
N. Deelen +4 more
semanticscholar +1 more source
Computing and Software for Big Science, 2017
We provide a bridge between generative modeling in the Machine Learning community and simulated physical processes in high energy particle physics by applying a novel Generative Adversarial Network (GAN) architecture to the production of jet images—2D ...
Luke de Oliveira +2 more
semanticscholar +1 more source
We provide a bridge between generative modeling in the Machine Learning community and simulated physical processes in high energy particle physics by applying a novel Generative Adversarial Network (GAN) architecture to the production of jet images—2D ...
Luke de Oliveira +2 more
semanticscholar +1 more source
Physical Review D
The ambitious physics program planned for the Future Circular Collider electron-positron phase imposes stringent constraints on detector performance.
H. Abidi +14 more
semanticscholar +1 more source
The ambitious physics program planned for the Future Circular Collider electron-positron phase imposes stringent constraints on detector performance.
H. Abidi +14 more
semanticscholar +1 more source
Zephyr quantum-assisted hierarchical Calo4pQVAE for particle-calorimeter interactions
arXiv.orgWith the approach of the High Luminosity Large Hadron Collider (HL-LHC) era set to begin particle collisions by the end of this decade, it is evident that the computational demands of traditional collision simulation methods are becoming increasingly ...
Ian Lu +12 more
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International Conference on Quantum Computing and Engineering
As we approach the High Luminosity Large Hadron Collider (HL-LHC) set to begin collisions by the end of this decade, it is clear that the computational demands of traditional collision simulations have become untenably high.
Sebastian Gonzalez +13 more
semanticscholar +1 more source
As we approach the High Luminosity Large Hadron Collider (HL-LHC) set to begin collisions by the end of this decade, it is clear that the computational demands of traditional collision simulations have become untenably high.
Sebastian Gonzalez +13 more
semanticscholar +1 more source
Inverse Autoregressive Flows for Zero Degree Calorimeter fast simulation
arXiv.orgPhysics-based machine learning blends traditional science with modern data-driven techniques. Rather than relying exclusively on empirical data or predefined equations, this methodology embeds domain knowledge directly into the learning process ...
E. Majerz, W. Dzwinel, Jacek Kitowski
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The study of a new longitudinal segmented shashlik electromagnetic calorimeter
Journal of InstrumentationShashlik electromagnetic calorimeters have been used in many physics experiments. This paper proposes a new type of longitudinal segmented shashlik calorimeter which could obtain the longitudinal distribution information of energy deposition without ...
Linmao Li +5 more
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