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Computer Engineering. Core
(Accepted Version) Online First Publishing Date: 2024-10-15 17:20:24

A Survey of Artificial Intelligence Applications Throughout the Full Lifecycle of Neutron Scattering ExperimentsChinese Full TextEnglish Full Text (MT)

LI Yakang;LI Jianfang;HU Peng;CHEN Juan;WANG Shengxiang;QI Fazhi;CHEN Gang;

Abstract: This paper explores the application of artificial intelligence （AI） technology throughout the lifecycle of neutron scattering experiments， aiming to elucidate how AI can revolutionize key aspects such as experimental apparatus， data acquisition， and data processing. The article begins by introducing the basic principles and experimental procedures of neutron scattering technology， then focuses on the multifaceted applications of AI in neutron scattering experiments. These applications include th... More
Keywords：

Artificial Intelligence; Neutron Scattering; Neural Network; Multimodal Learning; Sample Characterization;

  • DOI：

    10.19678/j.issn.1000-3428.0069651

  • Series：

    (A) Mathematics/ Physics/ Mechanics/ Astronomy; (C) Architecture/ Energy/ Traffic/ Electromechanics, etc; (I) Electronic Technology ＆ Information Science

  • Subject：

    Physics; Nuclear Science Technology; Automation Technology

  • Classification Code：

    TP18;O571.5

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