研究论文
A machine learning-based surrogate model for optimization of truss structures with geometrically nonlinear behavior
Hau T. Mai, Joo‐Won Kang, Jaehong Lee
Sejong University Yeungnam University
来源Finite Elements in Analysis and Design
年份2021
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
摘要 · 节选
暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。
逐年被引趋势
38190
22
23
24
3825
26
关键指标
112
被引次数 · OpenAlex
6.30
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 2%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
85
参考文献
Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。
AI 辅助阅读
依据：文献信息
论文问答
当前基于文献信息回答
可就本文提问；依据不足时会说明。
学术脉络
学科主题
工程Topology Optimization in Engineering
Composite Structure Analysis and Optimization · Structural Health Monitoring Techniques
参考文献 85
ADADELTA: An Adaptive Learning Rate Method
被引 5,509Matthew D. Zeiler · arXiv (Cornell University) · 2012
An improved constrained differential evolution using discrete variables (D-ICDE) for layout optimization of truss structures
被引 104Vinh Ho-Huu, Trung Nguyen-Thoi, M. H. Nguyen-Thoi · Expert Systems with Applications · 2015
Worked Examples in Nonlinear Continuum Mechanics for Finite Element Analysis
被引 10Javier Bonet, Antonio J. Gil, Richard D. Wood · Cambridge University Press eBooks · 2012
此处列出前 3 条
引用本文 112
Application of Machine Learning and Deep Learning in Finite Element Analysis: A Comprehensive Review
被引 149Dipjyoti Nath, Ankit, Debanga Raj Neog · Archives of Computational Methods in Engineering · 2024
Application of Data-Driven Surrogate Models in Structural Engineering: A Literature Review
被引 116Delbaz Samadian, Imrose B. Muhit, Nashwan N. Dawood · Archives of Computational Methods in Engineering · 2024
A hybrid intelligent genetic algorithm for truss optimization based on deep neutral network
被引 74Jiepeng Liu, Yi Xia · Swarm and Evolutionary Computation · 2022
按被引量排序，此处列出前 3 条