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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:38/0  |  提交时间:2024/02/26
Pantograph-catenary system  Gaussian process regression  Surrogate model  Physical-based model  
高速列车受电弓-接触网系统动态受流影响因素研究 学位论文
博士论文,北京: 中国科学院大学, 2023
作者:  张莫晗
Adobe PDF(21331Kb)  |  收藏  |  浏览/下载:119/8  |  提交时间:2023/12/12
受电弓  接触网  流固耦合  代理模型  
Improved Quantum-Classical Treatment of N2-N2 Inelastic Collisions: Effect of the Potentials and Complete Rate Coefficient Data Sets 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2023, 卷号: 19, 期号: 23, 页码: 8557-8571
作者:  Hong QZ(洪启臻);  Storchi, Loriano;  Sun QH(孙泉华);  Bartolomei, Massimiliano;  Pirani, Fernando;  Coletti, Cecilia
Adobe PDF(5231Kb)  |  收藏  |  浏览/下载:25/0  |  提交时间:2024/01/22
Machine learning informed visco-plastic model for the cyclic relaxation of 316H stainless steel at 550 °C 期刊论文
INTERNATIONAL JOURNAL OF PLASTICITY, 2023, 卷号: 170, 页码: 23
作者:  Du R(杜柔);  Song HX(宋恒旭);  Gao, Fuhai;  Mo, Yafei;  Yan, Ziming;  Zhuang, Zhuo;  Liu XM(刘小明);  Wei, Yueguang
Adobe PDF(5183Kb)  |  收藏  |  浏览/下载:37/1  |  提交时间:2024/02/19
Cyclic relaxation  High -temperature plasticity  Visco-plastic constitutive model  Bayesian method  Fatigue and creep  
Inelastic N-2+H-2 collisions and quantum-classical rate coefficients: large datasets and machine learning predictions 期刊论文
EUROPEAN PHYSICAL JOURNAL D, 2023, 卷号: 77, 期号: 7, 页码: 128
作者:  Hong QZ(洪启臻);  Storchi, Loriano;  Bartolomei, Massimiliano;  Pirani, Fernando;  Sun QH(孙泉华);  Coletti, Cecilia
Adobe PDF(3024Kb)  |  收藏  |  浏览/下载:32/0  |  提交时间:2023/09/05
Discovery of PDEs driven by data with sharp gradient or discontinuity 期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
作者:  Wang, Kang;  Zhang L(张磊);  Tang, Shaoqiang
Adobe PDF(1166Kb)  |  收藏  |  浏览/下载:46/0  |  提交时间:2023/06/15
System identification  Partial differential equations  Gaussian process  Discontinuous data  Machine learning  
高超声速气动弹性响应及热环境下的颤振特性研究 学位论文
博士论文,北京: 中国科学院大学, 2023
作者:  黄杰
Adobe PDF(8448Kb)  |  收藏  |  浏览/下载:94/2  |  提交时间:2023/06/26
高超声速飞行器  气动-热-结构耦合  壁板颤振  TPS壁板  直接积分法  
聚脲本构关系与抗冲击机理研究 学位论文
博士论文,北京: 中国科学院大学, 2023
作者:  龚臣成
Adobe PDF(7541Kb)  |  收藏  |  浏览/下载:316/11  |  提交时间:2023/06/29
聚脲  抗冲击  粘弹性  自由体积  本构模型  
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence 期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
作者:  Li SL(李世隆);  Zhou ZD(周志登);  Chen DY(陈丹阳);  Yuan,Xianxu;  Guo,Qilong;  Yang XL(杨晓雷)
Adobe PDF(11087Kb)  |  收藏  |  浏览/下载:145/25  |  提交时间:2023/02/03
Roughness-resolved simulation  Direct numerical simulation  Cube-roughened surfaces  Roughness length  
Self-Propelled Swimming of a Flexible Propulsor Actuated by a Distributed Active Moment 期刊论文
Fluids, 2023, 卷号: 8, 期号: 1, 页码: 29
作者:  Han CH(韩长鸿);  Zhang ZY(张治愚);  Zhang X(张星)
Adobe PDF(2670Kb)  |  收藏  |  浏览/下载:156/37  |  提交时间:2023/01/17
self-propulsion  ground effect  turning maneuver  flexible propulsor  fluid-structure interaction  active moment  traveling wave  cruising speed  cost of transport