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, 2007 Modern particle physics experiments observing collisions of particle beams generate large amounts of data. Large trigger and data acquisition systems are built to select on-line the most interesting events and write them to persistent storage. The final stage of this selection process nowadays often happens on large computer farms.
Kristina Marasović +2 more
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MadMiner: Machine Learning-Based Inference for Particle Physics
Computing and Software for Big Science, 2019Precision measurements at the LHC often require analyzing high-dimensional event data for subtle kinematic signatures, which is challenging for established analysis methods.
J. Brehmer +3 more
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FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing
Computing and Software for Big Science, 2019Large-scale particle physics experiments face challenging demands for high-throughput computing resources both now and in the future. New heterogeneous computing paradigms on dedicated hardware with increased parallelization, such as Field Programmable ...
Javier Mauricio Duarte +22 more
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Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion
SciPost PhysicsThe measurements performed by particle physics experiments must account for the imperfect response of the detectors used to observe the interactions. One approach, unfolding, statistically adjusts the experimental data for detector effects.
A. Shmakov +5 more
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Physical characterization of aerosol particles during the Chinese New Year’s firework events
Atmospheric Environment, 2010Abstract Measurements for particles 10 nm to 10 μm were taken using a Wide-range Particle Spectrometer during the Chinese New Year (CNY) celebrations in 2009 in Shanghai, China. These celebrations provided an opportunity to study the number concentration and size distribution of particles in an especial atmospheric pollution situation due to firework
Youguo Gong +8 more
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Modeling of systems and processes, 2020
individual nuclear particles, single events, heavy charged particles, integrated circuits (IC), stability, linear energy losses, physical ...
K. Chubur +5 more
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individual nuclear particles, single events, heavy charged particles, integrated circuits (IC), stability, linear energy losses, physical ...
K. Chubur +5 more
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Advances in Space Research, 2017
Abstract In the study of the effectiveness of shielding materials against radiations, one of the main steps concerns with the validation of models describing the interaction processes of the radiation of interest with the material chosen for the shielding.
Emanuele Vardaci +8 more
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Abstract In the study of the effectiveness of shielding materials against radiations, one of the main steps concerns with the validation of models describing the interaction processes of the radiation of interest with the material chosen for the shielding.
Emanuele Vardaci +8 more
openaire +3 more sources
Visualization for physics analysis improvement and applications in BESIII
Frontiers of PhysicsModern particle physics experiments usually rely on highly complex and large-scale spectrometer devices. In high energy physics experiments, visualization helps detector design, data quality monitoring, offline data processing, and has great potential ...
Zhi-Jun Li +8 more
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Suppression of top-up injection backgrounds with offline event filter in the BESIII experiment
Radiation Detection Technology and Methods, 2022Jia-wei Zhang +18 more
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