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A Comparative Investigation of Machine Learning Algorithms for Pore-Influenced Fatigue Life Prediction of Additively Manufactured Inconel 718 Based on a Small Dataset 期刊论文
MATERIALS, 2023, 卷号: 16, 期号: 19, 页码: 23
作者:  Hu, Bing-Li;  Luo, Yan-Wen;  Zhang, Bin;  Zhang, Guang-Ping
收藏  |  浏览/下载：12/0  |  提交时间：2024/01/08
small dataset  machine learning  algorithm  fatigue life  additive manufacturing  
Toward qualification of additively manufactured metal parts: Tensile and fatigue properties of selective laser melted Inconel 718 evaluated using miniature specimens 期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2022, 卷号: 97, 页码: 239-253
作者:  Wan, H. Y.;  Yang, W. K.;  Wang, L. Y.;  Zhou, Z. J.;  Li, C. P.;  Chen, G. F.;  Lei, L. M.;  Zhang, G. P.
收藏  |  浏览/下载：122/0  |  提交时间：2022/07/01
Selective laser melting  Inconel 718  Miniature specimen  Microstructure unit  Thickness effect  
Tensile Plasticity of Miniature Specimens for a Low Alloy Steel Investigated by Digital Image Correlation Technique 期刊论文
STEEL RESEARCH INTERNATIONAL, 2021, 页码: 12
作者:  Yang, Wen-Ke;  Wang, Li-Yi;  Song, Zhu-Man;  Luo, Xue-Mei;  Zhang, Guang-Ping
收藏  |  浏览/下载：108/0  |  提交时间：2021/10/15
digital image correlation  elongation  size effects  tensile properties  
Tensile Plasticity of Miniature Specimens for a Low Alloy Steel Investigated by Digital Image Correlation Technique 期刊论文
STEEL RESEARCH INTERNATIONAL, 2021, 页码: 12
作者:  Yang, Wen-Ke;  Wang, Li-Yi;  Song, Zhu-Man;  Luo, Xue-Mei;  Zhang, Guang-Ping
收藏  |  浏览/下载：107/0  |  提交时间：2021/10/15
digital image correlation  elongation  size effects  tensile properties  
Pore-affected fatigue life scattering and prediction of additively manufactured Inconel 718: An investigation based on miniature specimen testing and machine learning approach 期刊论文
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2021, 卷号: 802, 页码: 11
作者:  Luo, Y. W.;  Zhang, B.;  Feng, X.;  Song, Z. M.;  Qi, X. B.;  Li, C. P.;  Chen, G. F.;  Zhang, G. P.
收藏  |  浏览/下载：154/0  |  提交时间：2021/03/15
Selective laser melting  Pore feature  Fatigue life  Statistical analysis  Machine learning  
Data-driven evaluation of fatigue performance of additive manufactured parts using miniature specimens 期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2019, 卷号: 35, 期号: 6, 页码: 1137-1146
作者:  Wan, H. Y.;  Chen, G. F.;  Li, C. P.;  Qi, X. B.;  Zhang, G. P.
收藏  |  浏览/下载：114/0  |  提交时间：2021/02/02
Additive manufacturing  Miniature specimen  Fatigue  Size effect  Location-specific  Data analysis  
Data-driven evaluation of fatigue performance of additive manufactured parts using miniature specimens 期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2019, 卷号: 35, 期号: 6, 页码: 1137-1146
作者:  Wan, H. Y.;  Chen, G. F.;  Li, C. P.;  Qi, X. B.;  Zhang, G. P.
收藏  |  浏览/下载：127/0  |  提交时间：2021/02/02
Additive manufacturing  Miniature specimen  Fatigue  Size effect  Location-specific  Data analysis  
Detecting void-induced scatter of fatigue life of selective laser melting-fabricated inconel 718 using miniature specimens 期刊论文
Materials Research Express, 2019, 卷号: 6, 期号: 4
作者:  Luo,Y W;  Zhang,B;  Li,C P;  Chen,G F;  Zhang,G P
收藏  |  浏览/下载：160/0  |  提交时间：2021/02/02
selective laser melting  fatigue properties  superalloy  miniature specimen  data scatter  
Evaluation of Fatigue Properties of CA6NM Martensite Stainless Steel Using Miniature Specimens 期刊论文
ACTA METALLURGICA SINICA, 2018, 卷号: 54, 期号: 10, 页码: 1359-1367
作者:  Ma Yefei;  Song Zhuman;  Zhang Siqian;  Chen Lijia;  Zhang Guangping
收藏  |  浏览/下载：127/0  |  提交时间：2021/02/02
martensite stainless steel  fatigue property  miniature specimen  size effect  nuclear power material  
一种微塑性成形系统的研制及微成形实验研究 学位论文
, 北京: 中国科学院金属研究所, 2011
作者:  才胜
收藏  |  浏览/下载：111/0  |  提交时间：2013/04/12
尺寸效应  微成形装置  微型模具  微压印 Size Effect  Microforming Apparatus  Miniature Tools  Micro Coining Test