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Force measurement using strain-gauge balance in shock tunnel based on deep learning 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 8, 页码: 43-53
作者:  Nie SJ(聂少军);  Wang YP(汪运鹏);  Jiang ZL(姜宗林)
Adobe PDF(2346Kb)  |  收藏  |  浏览/下载：20/2  |  提交时间：2024/02/26
Convolutional neural net-works  Deep learning  Frequency domain analysis  Force measurement  Time domain analysis  Recurrent neural networks  
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
作者:  Chen XJ(陈贤佳);  Yuan, Zheng;  Li, Qiang;  Sun, ShouGuang;  Wei YJ(魏宇杰)
Adobe PDF(2512Kb)  |  收藏  |  浏览/下载：252/78  |  提交时间：2023/02/09
load spectrum  computational mechanics  deep learning  data-driven modeling  gated recurrent unit neural network  
Power spectral density analysis for nonlinear systems based on Volterra series 期刊论文
APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION, 2021, 卷号: 42, 期号: 12, 页码: 1743-1758
作者:  Wu, Penghui;  Zhao, Yan;  Xu XH(许向红)
Adobe PDF(356Kb)  |  收藏  |  浏览/下载：165/22  |  提交时间：2022/01/12
Volterra series  nonlinear system  generalized frequency response function (GFRF)  power spectrum density (PSD)  O324  
Reconstructing shock front of unstable detonations based on multi-layer perceptron 期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 14
作者:  Zhou, Lin;  Teng, Honghui;  Ng, Hoi Dick;  Yang PF(杨鹏飞);  Jiang ZL(姜宗林)
Adobe PDF(6382Kb)  |  收藏  |  浏览/下载：216/32  |  提交时间：2021/11/01
Cellular detonation  Lead shock evolution  Multi-layer perceptron  Numerical simulations  
Microstructure evolution of T91 steel after heavy ion irradiation at 550 degrees C* 期刊论文
CHINESE PHYSICS B, 2021, 卷号: 30, 期号: 8, 页码: 9
作者:  Song, Ligang;  Huang, Bo;  Li JH(李江华);  Ma, Xianfeng;  Li, Yang;  Fang, Zehua;  Liu, Min;  Jiang, Jishen;  Hu, Yanying
Adobe PDF(7343Kb)  |  收藏  |  浏览/下载：182/38  |  提交时间：2021/11/01
T91 steel  high energy Kr ions irradiation  irradiation defects  transmission electron microscope (TEM)  
Efficient and Reliable Nanoindentation Simulation by Dislocation Loop Erasing Method 期刊论文
ACTA MECHANICA SOLIDA SINICA, 2020, 页码: 14
作者:  Shuang F(双飞);  Xiao P(肖攀);  Bai YL(白以龙)
Adobe PDF(4340Kb)  |  收藏  |  浏览/下载：139/36  |  提交时间：2020/08/26
Nanoindentation  Dislocation loops  Boundary effects  Molecular statics  
Classifying wakes produced by self-propelled fish-like swimmers using neural networks 期刊论文
Theoretical and Applied Mechanics Letters, 2020, 卷号: 10, 期号: 2, 页码: 1-6
作者:  Li BL(李秉霖);  Zhang X(张翔);  Zhang X(张星)
浏览  |  Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：316/57  |  提交时间：2020/03/26
Six sigma robust design optimization for thermal protection system of hypersonic vehicles based on successive response surface method 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2019, 卷号: 32, 期号: 9, 页码: 2095-2108
作者:  Zhu JJ;  Wang XJ;  Zhang HG;  Li YW;  Wang RX(王睿星);  Qiu ZP
浏览  |  Adobe PDF(2082Kb)  |  收藏  |  浏览/下载：414/189  |  提交时间：2020/03/21
Hypersonic vehicle  Six sigma robust optimization  Successive response surface  Thermal protection system  Uncertainty  
Nanomechanics of graphene 期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 2, 页码: 324-348
作者:  Wei YJ(魏宇杰);  Yang RG(杨荣贵)
浏览  |  Adobe PDF(1360Kb)  |  收藏  |  浏览/下载：291/70  |  提交时间：2019/12/02
graphene  strength  wrinkling  pentagon-heptagon rings  carbon honeycomb  
Application of deep learning method to Reynolds stress models of channel flow based on reduced-order modeling of DNS data 期刊论文
JOURNAL OF HYDRODYNAMICS, 2019, 卷号: 31, 期号: 1, 页码: 58-65
作者:  Zhang Z(张珍);  Song XD;  Ye SR;  Wang YW(王一伟);  Huang CG(黄晨光);  An YR;  Chen YS
浏览  |  Adobe PDF(1492Kb)  |  收藏  |  浏览/下载：342/145  |  提交时间：2019/04/11
Deep neural network  channel flow  turbulence model  Reynolds stress