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首页> 外文期刊>International Journal for Numerical Methods in Engineering >Adaptive sparse grid based HOPGD: Toward a nonintrusive strategy for constructing space‐time welding computational vademecumcomputational vademecum
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Adaptive sparse grid based HOPGD: Toward a nonintrusive strategy for constructing space‐time welding computational vademecumcomputational vademecum

机译：基于自适应稀疏网格的HOPGD：朝着构建空间焊接的非识别策略计算空中记计算的vademecum

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Summary > Simulation‐based engineering usually needs the construction of <fi>computational vademecum</fi> to take into account the multiparametric aspect. One example concerns the optimization and inverse identification problems encountered in welding processes. This paper presents a nonintrusive a posteriori strategy for constructing quasi‐optimal space‐time <fi>computational vademecum</fi> using the higher‐order proper generalized decomposition method. Contrary to conventional tensor decomposition methods, based on full grids (eg, parallel factor analysis/higher‐order singular value decomposition), the proposed method is adapted to sparse grids, which allows an efficient adaptive sampling in the multidimensional parameter space. In addition, a residual‐based accelerator is proposed to accelerate the higher‐order proper generalized decomposition procedure for the optimal aspect of <fi>computational vademecum</fi> . Based on a simplified welding model, different examples of <fi>computational vademecum</fi> of dimension up to 6, taking into account both geometry and material parameters, are presented. These <fi>vademecums</fi> lead to real‐time parametric solutions and can serve as handbook for engineers to deal with optimization, identification, or other problems related to repetitive task. </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract XMLNS =“http://www.wiley.com/namespaces/wiley”type =“main”xml：lang =“en”xml：id =“nme5793-abs-abs-0001”> <标题类型=“main” >摘要</ title> >基于仿真的工程通常需要构建<fi>计算vademecum </ fi>，以考虑多个方面。一个示例涉及焊接过程中遇到的优化和逆识别问题。本文介绍了使用高阶适当的广义分解方法构建准优次空间<FI>计算vademecum </ Fi>的构建准优次空间时间的后验策略。与传统的张量分解方法相反，基于完整网格（例如，并行因子分析/高阶奇异值分解），所提出的方法适用于稀疏网格，这允许在多维参数空间中进行有效的自适应采样。此外，提出了一种基于残余的加速器，以加速高阶适当的广义分解过程，以获得<fi>计算vademecumumumum </ fi>的最佳方面。基于简化的焊接模型，呈现了尺寸最多6的<fi>计算vademecumumum </ fi>的不同示例，考虑到几何和材料参数。这些<fi> vademecums </ fi>导致实时参数解决方案，可用作工程师的手册，以处理与重复任务相关的优化，识别或其他问题。 </ p> </ abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-20801/'>《International Journal for Numerical Methods in Engineering》</a> <b style="margin: 0 2px;">|</b><span>2018年第13期</span><b style="margin: 0 2px;">|</b><span>共24页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Lu Y.&option=202" target="_blank" rel="nofollow">Lu Y.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Blal N.&option=202" target="_blank" rel="nofollow">Blal N.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Gravouil A.&option=202" target="_blank" rel="nofollow">Gravouil A.;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>LaMCoSUniversité de Lyon Institut National des Sciences Appliquées de Lyon (INSA) CNRS UMR 5259Lyon France;</p> <p>LaMCoSUniversité de Lyon Institut National des Sciences Appliquées de Lyon (INSA) CNRS UMR 5259Lyon France;</p> <p>LaMCoSUniversité de Lyon Institut National des Sciences Appliquées de Lyon (INSA) CNRS UMR 5259Lyon France;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/6940.html" title="工程数学">工程数学;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=adaptive sparse grid&option=203" rel="nofollow">adaptive sparse grid;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=HOPGD&option=203" rel="nofollow">HOPGD;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=nonintrusive&option=203" rel="nofollow">nonintrusive;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=nonlinear thermomechanical problems&option=203" rel="nofollow">nonlinear thermomechanical problems;</a> </p> <div class="translation"> 机译：自适应稀疏网格;跳跃;非流体;非线性热机械问题; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704022970037.html">Adaptive sparse grid based HOPGD: Toward a nonintrusive strategy for constructing space‐time welding <fi xmlns="http://www.wiley.com/namespaces/wiley">computational vademecum</fi>computational vademecum</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Lu Y.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Lu Y.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Blal N.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Blal N.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Gravouil A.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Gravouil A. </a> <a href="/journal-foreign-20801/" target="_blank" rel="nofollow" class="tuijian_authcolor">International Journal for Numerical Methods in Engineering .</a> <span>2018</span><span>,第13期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：基于自适应稀疏网格的HOPGD：朝着构建空间焊接的非识别策略<fi xmlns =“http://www.wiley.com/namespaces/wiley”>计算空中记</ fi>计算的vademecum</span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704023067228.html">Mixed <fi xmlns="http://www.wiley.com/namespaces/wiley">H</fi>H <sub xmlns="http://www.wiley.com/namespaces/wiley">2</sub>2 / <fi xmlns="http://www.wiley.com/namespaces/wiley">H</fi>H <sub xmlns="http://www.wiley.com/namespaces/wiley"> <fi>∞</fi> </sub> <fi xmlns="http://www.wiley.com/namespaces/wiley">∞</fi>∞ control of synchronization for coupled partial differential systems</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Wu Kai‐Ning&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Wu Kai‐Ning,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Wang Jian&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Wang Jian </a> <a href="/journal-foreign-21736/" target="_blank" rel="nofollow" class="tuijian_authcolor">International Journal of Robust and Nonlinear Control .</a> <span>2017</span><span>,第9期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：混合<fi xmlns =“http://www.wiley.com/namespaces/wiley”> h </ fi> h <sub xmlns =“http://www.wiley.com/namespaces/wiley”> 2 </ sub> 2 / <fi xmlns =“http://www.wiley.com/namespaces/wiley”> h </ fi> h <sub xmlns =“http://www.wiley.com/namespaces/wiley”> <fi>∞</ fi> </ sub> <fi xmlns =“http://www.wiley.com/namespaces/wiley”>∞</ fi>∞耦合偏差系统的同步控制</span> </p> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704022969935.html">Mixed finite element approximations based on 3‐D <fi xmlns="http://www.wiley.com/namespaces/wiley">h</fi>h <fi xmlns="http://www.wiley.com/namespaces/wiley">p</fi>p ‐adaptive curved meshes with two types of <b xmlns="http://www.wiley.com/namespaces/wiley">HH (div)‐conforming spaces</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Devloo P. 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