Development of a deep rectifier neural network for fluid volume fraction prediction in multiphase flows by gamma-ray densitometry
Author:
Funder
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Publisher
Elsevier BV
Subject
Radiation
Reference55 articles.
1. Intercomparison of gamma ray scattering and transmission techniques for gas volume fraction measurements in two phase pipe flow;Abd;Nucl. Instrum. Methods Phys. Res. A.,2014
2. Experimental and numerical void fraction measurement for modeled two-phase flow inside a vertical pipe;Adineh;Ann. Nucl. Energy,2015
3. Flow regime and volume fraction identification using nuclear techniques, artificial neural networks and computational fluid dynamics;Affonso;Appl. Radiat. Isot.,2020
4. Layer Normalization;Ba,2016
5. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012
Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Artificial Intelligence Techniques for the Hydrodynamic Characterization of Two-Phase Liquid–Gas Flows: An Overview and Bibliometric Analysis;Fluids;2024-07-08
2. Prediction of the volume fraction of liquid- liquid two-phase flow in horizontal pipes using Long-Short Term Memory Networks;UIS ING;2024
3. Machine Learning-Based Multi-Frequency Water Content Prediction Using Microwave Resonant Cavity Sensor;2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC);2024-05-20
4. A comparative study of a traditional localization algorithm and a deep learning model for radioactive particle tracking application;Applied Radiation and Isotopes;2024-03
5. Combination of a Nondestructive Testing Method with Artificial Neural Network for Determining Thickness of Aluminum Sheets Regardless of Alloy’s Type;Electronics;2023-11-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3