Physics informed neural networks for surrogate modeling of accidental scenarios in nuclear power plants
Author:
Publisher
Elsevier BV
Subject
Nuclear Energy and Engineering
Reference45 articles.
1. Surrogate modeling of advanced computer simulations using deep Gaussian processes;Radaideh;Reliab. Eng. Syst. Saf.,2020
2. The Best Estimate Plus Uncertainty (BEPU) approach in licensing of current nuclear reactors;D'Auria;Nucl. Eng. Des.,2012
3. Inverse uncertainty quantification of reactor simulations under the Bayesian framework using surrogate models constructed by polynomial chaos expansion;Wu;Nucl. Eng. Des.,2017
4. Deep UQ: learning deep neural network surrogate models for high dimensional uncertainty quantification;Tripathy;J. Comput. Phys.,2018
5. Analyzing nuclear reactor simulation data and uncertainty with the group method of data handling;Radaideh;Nucl. Eng. Technol.,2020
Cited by 6 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. Integral-scale validation of the SCIANTIX code for Light Water Reactor fuel rods;Journal of Nuclear Materials;2024-12
2. Structural integrity assessment of CANDU pressure tubes using Sobol indices for global sensitivity analysis;Nuclear Engineering and Design;2024-11
3. A Bayesian framework for in-flight calibration and discrepancy reduction of spacecraft operational simulation models;Advances in Space Research;2024-08
4. Recovering From Structural Instability in Nuclear Power Design Optimization;Nuclear Science and Engineering;2024-02-27
5. Surrogate model-based calibration of a flying Earth observation satellite;Advances in Space Research;2024-02
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