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A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system 期刊论文
ACTA MECHANICA SINICA, 2024, 卷号: 40, 期号: 1, 页码: 12
作者:  Zhang MH(张莫晗);  Yin B(银波);  Sun ZX(孙振旭);  Bai, Ye;  Yang GW(杨国伟)
收藏  |  浏览/下载:2/0  |  提交时间:2024/02/26
Contact Force Surrogate Model and Its Application in Pantograph-Catenary Parameter Optimization 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 1, 页码: 13
作者:  Zhou R(周睿);  Xu XH(许向红);  Rahnejat, Homer
收藏  |  浏览/下载:0/0  |  提交时间:2024/02/19
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning 期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 页码: 19
作者:  Zhou R(周睿);  Xu XH(许向红)
收藏  |  浏览/下载:10/0  |  提交时间:2023/10/23
Multi-objective optimization of semi-submersible platforms based on a support vector machine with grid search optimized mixed kernels surrogate model 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 260, 页码: 20
作者:  Mao, Yixuan;  Wang, Tianqi;  Duan, Menglan;  Men HY(门弘远)
收藏  |  浏览/下载:162/0  |  提交时间:2022/08/28
Surrogate space based dimension reduction for nonignorable nonresponse 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
作者:  Deng, Jianqiu;  Yang, Xiaojie;  Wang, Qihua
收藏  |  浏览/下载:14/0  |  提交时间:2022/04/02
Inverse Design and Optimization of Low Specific Speed Centrifugal Pump Blade Based on Adaptive POD Hybrid Model 期刊论文
JOURNAL OF APPLIED FLUID MECHANICS, 2022, 卷号: 15, 期号: 2, 页码: 453-464
作者:  Chen, X. B.;  Zhang, R. H.;  Yang, W. F.
收藏  |  浏览/下载:25/0  |  提交时间:2022/07/19
Aerodynamic-Aeroacoustic Optimization of a Baseline Wing and Flap Configuration 期刊论文
APPLIED SCIENCES-BASEL, 2022, 卷号: 12, 期号: 3, 页码: 19
作者:  Ju, Shengjun;  Sun, Zhenxu;  Guo, Dilong;  Yang, Guowei;  Wang, Yeteng
收藏  |  浏览/下载:50/0  |  提交时间:2022/03/28
Performance optimization of liquid ring pumps based on Gappy POD surrogate model 期刊论文
MODERN PHYSICS LETTERS B, 2022, 卷号: 36, 期号: 3
作者:  Guo, Guangqiang;  Zhang, Renhui;  Yang, Junhu;  Wang, Jingyi
收藏  |  浏览/下载:18/0  |  提交时间:2022/03/01
Optimization of twisted blade of pump as turbine based on high dimensional surrogate model 期刊论文
SCIENCE PROGRESS, 2021, 卷号: 104, 期号: 4
作者:  Jiang, Bingxiao;  Yang, Junhu;  Wang, Xiaohui;  Shi, Fengxia;  Bai, Xiaobang
收藏  |  浏览/下载:7/0  |  提交时间:2022/03/01
Optimization design of centrifugal pump impeller based on multi-output Gaussian process regression 期刊论文
MODERN PHYSICS LETTERS B, 2021, 卷号: 35, 期号: 21
作者:  Zhang, Renhui;  Gao, Liangde;  Chen, Xuebing
收藏  |  浏览/下载:10/0  |  提交时间:2021/10/14


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