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基于融合物理神经网络的稀疏数据挖掘应用及算法研究 学位论文
硕士论文，北京: 中国科学院大学, 2024
Authors:  许盛峰
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融合物理神经网络，物理信息神经网络，流场重构，稀疏数据挖掘，并行计算，数据标准化  
激波风洞智能测力方法研究与应用 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors:  聂少军
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激波风洞  气动力试验  静态校准  动态校准  智能测力方法  
气动载荷作用下常导高速磁浮车辆悬浮控制方法与实验研究 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors:  张伟为
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高速磁浮列车  悬浮系统  气动载荷  车轨试验  模型预测控制  
Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 417, 页码: 46
Authors:  Zhang L(张磊);  Park, Chanwook;  Lu, Ye;  Li, Hengyang;  Mojumder, Satyajit;  Saha, Sourav;  Guo, Jiachen;  Li, Yangfan;  Abbott, Trevor;  Wagner, Gregory J.;  Tang, Shaoqiang;  Liu, Wing Kam
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Convolution isogeometric analysis (C-IGA)  Convolution hierarchical deep-learning neural network (C-hiDeNN)  Software 2.0  r-h-p-s-a adaptive finite element method (FEM)  High-order smoothness and convergence  
A soft-packaged and portable rehabilitation glove capable of closed-loop fine motor skills 期刊论文
NATURE MACHINE INTELLIGENCE, 2023, 页码: 14
Authors:  Sui, Mengli;  Ouyang, Yiming;  Jin, Hu;  Chai, Zhenyi;  Wei, Changyang;  Li, Jiyu;  Xu, Min;  Li, Weihua;  Wang L(王柳);  Zhang, Shiwu
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LE-YOLOv5: A Lightweight and Efficient Road Damage Detection Algorithm Based on Improved YOLOv5 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2023, 卷号: 2023, 页码: 17
Authors:  Diao, Zhuo;  Huang XF(黄先富);  Liu, Han;  Liu, Zhanwei
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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
Authors:  Zhou R(周睿);  Xu XH(许向红)
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Contact force of pantograph-catenary system  selective crow search algorithm  surrogate model  multi-parameter optimization  
数据驱动的爆轰波化学反应加速计算方法研究 学位论文
博士论文，北京: 中国科学院大学, 2023
Authors:  杨瑞鑫
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爆轰波  化学反应面  GPU 加速  简化机理  遗传算法  神经网络  
Machine learning coarse grained models of dissolutive wetting: a droplet on soluble surfaces 期刊论文
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2023, 卷号: 25, 期号: 10, 页码: 7487-7495
Authors:  Miao Q(苗青);  Yuan QZ(袁泉子)
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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
Authors:  Han CH(韩长鸿);  Zhang ZY(张治愚);  Zhang X(张星)
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self-propulsion  ground effect  turning maneuver  flexible propulsor  fluid-structure interaction  active moment  traveling wave  cruising speed  cost of transport