Search Results - "High-energy physics"
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Alternate methods for anomaly detection in high-energy physics via semi-supervised learning
Published 2020“…Recently, the concept of weakly supervised learning has gained popularity in the high-energy physics community due to its ability to learn even with a noisy and impure dataset. …”
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A geant4 simulation on the application of multi-layer graphene as a detector material in high-energy physics
Published 2022“…The excellent properties of graphene, such as its high thermal conductivity, high electrical conductivity, and high electron density, make it an ideal candidate as a detector material in high-energy physics applications. In this work, we demonstrate the feasibility of multi-layer graphene (MLG) as a detector material in a high-energy environment. …”
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Development and usage of self-organising maps in high energy physics analysis with high performance computing / Mohd Adli Md Ali
Published 2017“…Thus, development of an SOM algorithm for high energy physics datasets was performed. In this research, the effects of several SOM hyperparameters such as the similarity functions, learning rate functions and map size on the clustering outcome was also performed. …”
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Exploring the southern pulsar population in image domain with the Murchison Wide eld Array
Published 2023“…Pulsars are unparalleled astrophysical tools for studying high-energy physics. This thesis demonstrates that an image-based approach probes complementary part of the parameter space to traditional periodicity searches, and has the potential to reveal previously undiscovered pulsars. …”
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Investigating the Low-Frequency Emission Properties of Pulsars with the Murchison Widefield Array
Published 2023“…Pulsars, rapidly rotating neutron stars, are ideal for studying high-energy physics, yet their mechanism of emitting electromagnetic radiation remains unclear. …”
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Optimized resonant pulsed power supplies with deadbeat: repetitive regulation
Published 2016“…This paper presents a novel digital deadbeat + repetitive control (DBRC) strategy for output voltage regulation of pulsed power resonant converters used in high energy physics applications. The proposed converter contains three individual series resonant parallel loaded (SRPL) converter arms, which effectively mitigate the influence of resonant tank unbalances on the converter operation. …”
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