Showing 1,161 - 1,180 results of 1,193 for search '"High energy physics"', query time: 0.08s Refine Results
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    Learning the simplicity of scattering amplitudes by Clifford Cheung, Aurélien Dersy, Matthew D. Schwartz

    Published 2025-02-01
    “…The simplification and reorganization of complex expressions lies at the core of scientific progress, particularly in theoretical high-energy physics. This work explores the application of machine learning to a particular facet of this challenge: the task of simplifying scattering amplitudes expressed in terms of spinor-helicity variables. …”
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    An Educational Approach to Higgs Boson Hunting Using Machine Learning Classification Algorithms on ATLAS Open Data by Ayşe Bat

    Published 2023-09-01
    “…The primary objective of this research is to identify the signal events from the background events by using various ML methods in the context of high-energy physics. In order to discover a solution to the binary classification problem that was discussed earlier, six distinct classification algorithms were utilized. …”
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  6. 1166

    A Taxonomy of Reconfigurable Single-/Multiprocessor Systems-on-Chip by Diana Göhringer, Thomas Perschke, Michael Hübner, Jürgen Becker

    Published 2009-01-01
    “…A simple example is the domain of high-performance computing applications found in meteorology or high-energy physics, where vector processors are the optimal choice. …”
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    Configuration of the Operation Modes for a Scintillating Fiber Sub-Detector in LHCb Experiment by Tomás Sierra-Polanco, Diego Milanés, Carlos E. Vera

    Published 2018-05-01
    “… In order to develop new techniques for the knowledge of the universe some experiments in elementary particles and high energy physics are proposed, where progress on detector and data acquisition techniques is fundamental. …”
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    Comparative Study of γ Radiation-Induced Effects on Fiber Bragg Gratings by Femtosecond Laser Point-by-Point Method and Line-by-Line Method by Mingyang Hou, Yumin Zhang, Xin Xiong, Lianqing Zhu

    Published 2025-01-01
    “…In the realm of advanced optical fiber sensing (OFS) technologies, Fiber Bragg Grating (FBG) has garnered widespread application in the monitoring of temperature, strain, and external refractive indices, particularly within high-radiation environments such as high-energy physics laboratories, nuclear facilities, and space satellites. …”
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    SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression by Ho Fung Tsoi, Vladimir Loncar, Sridhara Dasu, Philip Harris

    Published 2025-01-01
    “…These capabilities are highly valuable in environments with stringent computational resource constraints, such as high-energy physics experiments at the CERN Large Hadron Collider. …”
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    Predicting nonequilibrium Green’s function dynamics and photoemission spectra via nonlinear integral operator learning by Yuanran Zhu, Jia Yin, Cian C Reeves, Chao Yang, Vojtěch Vlček

    Published 2025-01-01
    “…Understanding the dynamics of nonequilibrium quantum many-body systems is an important research topic in a wide range of fields across condensed matter physics, quantum optics, and high-energy physics. However, numerical studies of large-scale nonequilibrium phenomena in realistic materials face serious challenges due to intrinsic high-dimensionality of quantum many-body problems and the absence of time-invariance. …”
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