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Mixture-of-experts graph transformers for interpretable particle collision detection. [PDF]
Genovese D +8 more
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Single-Particle Analysis of Cargo-Dependent Deformation in Lipid Nanoparticles Using Resistive Pulse Sensing: Implications for Formulation Optimization and Quality Control of mRNA Nanomedicine. [PDF]
Manawasinghe J +5 more
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Estimation of Machine Learning model uncertainty in particle physics event classifiers
Computer Physics Communications, 2021Abstract Particle physics experiments entail the collection of large data samples of complex information. In order to produce and detect low probability processes of interest (signal), a huge number of particle collisions must be carried out.
J Vazquez Escobar +1 more
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Model landscapes and event signatures in elementary particle physics
Studies in History and Philosophy of Science Part B - Studies in History and Philosophy of Modern Physics, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
P Mattig, Michael Stöltzner
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A fast Monte Carlo event generator for particle physics
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1986Abstract The principal component analysis is applied to a data sample, with the aim of retaining the smallest number of variables necessary to adequately describe the data. We find that in a particular example, of the initial 20 variables necessary to fully describe the data, only 10 principal components suffice to determine their structure.
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2018 International Conference on Signals and Electronic Systems (ICSES), 2018
This paper discusses Single Event Effect (SEE) mitigation techniques in readout ASICs for particle detectors in High Energy Physics (HEP) experiments. High radiation environment of such experiments results in necessity to use the SEE mitigation techniques to preserve the proper functionality of the ASIC in radiation environment.
K Świentek
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This paper discusses Single Event Effect (SEE) mitigation techniques in readout ASICs for particle detectors in High Energy Physics (HEP) experiments. High radiation environment of such experiments results in necessity to use the SEE mitigation techniques to preserve the proper functionality of the ASIC in radiation environment.
K Świentek
exaly +2 more sources
Visualization using colour: Visual presentation of events in particle physics
Behaviour & Information Technology, 1998This paper applies a model of colour vision to achieve optimal use of colour in a software system that visualizes the results of experiments in high energy physics. It shows how the elements of the visualization were designed and provides details of why particular colours were chosen. By grounding these findings in psychological research. it is able to
Hans Drevermann, David Travis
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Thermal-neutron-induced single event upsets in an FPGA used in particle physics experiments
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated EquipmentEitaro Hamada +2 more
exaly +2 more sources

