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Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning 期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 卷号: 15, 期号: 9, 页码: 2350078
作者:  Zhou R(周睿);  Xu XH(许向红)
Adobe PDF(1896Kb)  |  收藏  |  浏览/下载:62/1  |  提交时间:2023/10/23
Contact force of pantograph-catenary system  selective crow search algorithm  surrogate model  multi-parameter optimization  
Artificial neural network based response surface for data-driven dimensional analysis 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19
作者:  Xu ZY(许昭越);  Zhang XL(张鑫磊);  Wang SZ(王士召);  He GW(何国威)
Adobe PDF(2241Kb)  |  收藏  |  浏览/下载:346/33  |  提交时间:2022/07/18
Artificial neural network  Response surface  Data-driven dimensional analysis  Machine learning  Fluid-structure interaction  
Continuous contact force model with an arbitrary damping term exponent: Model and discussion 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 159, 页码: 17
作者:  Zhang, Jie;  Huang, Can;  Zhao, Lei;  Di, Jiejian;  He, Guangping;  Li WH(李文皓)
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载:426/56  |  提交时间:2021/06/15
Contact model  Impact  Damping term exponent  Approximate dynamic equation  
Machine learning atomic-scale stiffness in metallic glass 期刊论文
EXTREME MECHANICS LETTERS, 2021, 卷号: 48, 页码: 5
作者:  Peng ZH(彭正瀚);  Yang ZY(杨增宇);  Wang YJ(王云江)
Adobe PDF(1663Kb)  |  收藏  |  浏览/下载:325/56  |  提交时间:2021/09/08
Metallic glass  Machine learning  Atomic stiffness  Molecular dynamics  
Deep Learning Based Semi-Supervised Control for Vertical Security of Maglev Vehicle With Guaranteed Bounded Airgap 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 7, 页码: 4431-4442
作者:  Sun, Yougang;  Xu, Junqi;  Wu H(吴晗);  Lin, Guobin;  Mumtaz, Shahid
Adobe PDF(2003Kb)  |  收藏  |  浏览/下载:292/118  |  提交时间:2021/08/16
Extended state observer  intelligent control  nonlinear dynamics  state constrains  vertical security  
Wall model based on neural networks for LES of turbulent flows over periodic hills 期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 5, 页码: 30
作者:  Zhou ZD(周志登);  He GW(何国威);  Yang XL(杨晓雷)
Adobe PDF(3290Kb)  |  收藏  |  浏览/下载:275/108  |  提交时间:2021/08/03
A semi-implicit discrepancy model of Reynolds stress in a higher-order tensor basis framework for Reynolds-averaged Navier-Stokes simulations 期刊论文
AIP ADVANCES, 2021, 卷号: 11, 期号: 4, 页码: 17
作者:  Zhang Z(张珍);  Ye SR(叶舒然);  Yin B(银波);  Song, Xudong;  Wang YW(王一伟);  Huang CG(黄晨光);  Chen, Yaosong
Adobe PDF(9395Kb)  |  收藏  |  浏览/下载:268/43  |  提交时间:2021/06/07
The probability of oil and water movement in tight sandstone: Evaluation methodology and mechanism analysis 期刊论文
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2021, 卷号: 196, 页码: 12
作者:  Li CX(李曹雄);  Lin M(林缅);  Liu, Jing;  Xian, Chenggang;  Ji LL(姬莉莉);  Jiang WB(江文滨)
Adobe PDF(3586Kb)  |  收藏  |  浏览/下载:326/73  |  提交时间:2021/03/03
Tight oil  Tight sandstone  Fractals  Mineral components  
Characterizing liver sinusoidal endothelial cell fenestrae on soft substrates upon AFM imaging and deep learning 期刊论文
BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS, 2020, 卷号: 1864, 期号: 12, 页码: 9
作者:  Li PW(李培文);  Zhou J(周瑾);  Li W(李旺);  Wu H(吴欢);  Hu JR(胡锦荣);  Ding QH(丁奇寒);  Lv SQ(吕守芹);  Pan J;  Zhang CY;  Li N(李宁);  Long M(龙勉)
Adobe PDF(4976Kb)  |  收藏  |  浏览/下载:653/378  |  提交时间:2020/11/30
Liver sinusoidal endothelial cells  Fenestrae  Atomic force microscopy  Imaging recognition  Fully convolutional networks  Substrate stiffness  
Dynamic constitutive relationship of CuCrZr alloy based on Johnson-Cook model 期刊论文
NUCLEAR MATERIALS AND ENERGY, 2020, 卷号: 24, 页码: 7
作者:  Qian XY;  Peng XB;  Song YT;  Huang JJ;  Wei YP(魏延鹏);  Liu P;  Mao Xn;  Zhang JW;  Wang L
Adobe PDF(3691Kb)  |  收藏  |  浏览/下载:197/59  |  提交时间:2020/11/30
CuCrZr alloy  Johnson-Cook model  Dynamic compressive behavior  Plasma facing components