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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
Pantograph-catenary system
Gaussian process regression
Surrogate model
Physical-based model
Numerical investigation for subsonic performance of the high-pressure capturing wing configuration with wing dihedral
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2024, 卷号: 144, 页码: 16
作者:
Chang SY(常思源)
;
Xiao Y(肖尧)
;
Li GL(李广利)
;
Tian ZW(田中伟)
;
Cui K(崔凯)
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/22
High-pressure capturing wing
Subsonic
Numerical simulation
Wing dihedral
Stability
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
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/19
current collection quality
pantograph-catenary parameters optimization
surrogate model
sensitivity analysis
Numerical study on hypersonic aerodynamic characteristics of the high-pressure capturing wing configuration with wing dihedral
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 143, 页码: 15
作者:
Chang SY(常思源)
;
Xiao Y(肖尧)
;
Li GL(李广利)
;
Tian ZW(田中伟)
;
Cui K(崔凯)
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/11
High-pressure capturing wing
Hypersonic
Numerical simulation
Wing dihedral
Stability
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
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  |  
浏览/下载:3/0
  |  
提交时间:2024/02/19
Cyclic relaxation
High -temperature plasticity
Visco-plastic constitutive model
Bayesian method
Fatigue and creep
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
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浏览/下载:11/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
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)
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  |  
浏览/下载:10/0
  |  
提交时间:2023/10/23
Contact force of pantograph-catenary system
selective crow search algorithm
surrogate model
multi-parameter optimization
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:
Sibo Cheng
;
César Quilodrán-Casas
;
Said Ouala
;
Alban Farchi
;
Che Liu
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
Multi-Objective Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization
会议论文
新加坡, 2022-12
作者:
Kang, Liwen
;
Wang, Xuelei
;
Wu, Zhiheng
;
Wang, Ruihua
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  |  
浏览/下载:7/0
  |  
提交时间:2023/06/29
Design and Optimization of Multipoint Sampler for Seafloor Sediment Carried by a Deep-Sea Landing Vehicle
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 12, 页码: 17
作者:
Gao, Yan
;
Zhou, Yue
;
Guo, Wei
;
Fu, Yifan
;
Gao, Sen
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  |  
浏览/下载:7/0
  |  
提交时间:2023/01/30
deep-sea landing vehicle
multipoint sampler
sampling structure
low energy consumption
FEM-SPH method
multi-objective optimization
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