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An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:
Yan, Liang
;
Zhou, Tao
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浏览/下载:59/0
  |  
提交时间:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
Multi-objective design optimization of the combinational configuration of the upstream energy deposition and opposing jet for drag reduction in supersonic flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2020, 卷号: 105, 页码: 10
作者:
Ju SJ(鞠胜军)
;
Sun ZX(孙振旭)
;
Yang GW(杨国伟)
;
Prapamonthon P
;
Zhang JY
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浏览/下载:40/0
  |  
提交时间:2020/11/30
Optimization design
Drag reduction
Supersonic flow
Energy deposition
Opposing jet
Optimization of centrifugal pump blade based on high-dimensional hybrid model and genetic algorithm
期刊论文
Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2020, 卷号: 48, 期号: 7, 页码: 128-132
作者:
Jiang, Bingxiao
;
Yang, Junhu
;
Bai, Xiaobang
;
Wang, Xiaohui
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  |  
浏览/下载:12/0
  |  
提交时间:2020/11/14
Centrifugal pumps
Computational efficiency
Computational fluid dynamics
Curve fitting
Efficiency
Numerical models
Software testing
Support vector machines
Blade profile optimizations
Centrifugal pump impellers
High dimensional model representation
Low specific speed centrifugal pump
Operating points
Simulation efficiency
Simulation performance
Surrogate modelling
Design of High Altitude Propeller Using Multilevel Optimization
期刊论文
INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2020, 卷号: 17, 期号: 4, 页码: 32
作者:
Liu XQ
;
He WL
;
Wei FM(魏凤美)
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浏览/下载:65/0
  |  
提交时间:2020/03/11
High altitude propeller
multilevel optimization
blade element momentum theory
MIGA
NSGA-II
CFD simulation
Research on aerodynamic optimization of high-speed train's slipstream
期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2020, 卷号: 14, 期号: 1, 页码: 1106-1127
作者:
Sun ZX(孙振旭)
;
Yao SB(姚拴宝)
;
Yang GW(杨国伟)
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  |  
浏览/下载:15/0
  |  
提交时间:2020/10/29
Investigation on young radio AGNs based on SDSS spectroscopy
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2020, 卷号: 491, 期号: 1, 页码: 92-112
作者:
Liao, Mai
;
Gu, Minfeng
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浏览/下载:3/0
  |  
提交时间:2021/09/26
accretion, accretion discs
galaxies: active
galaxies: evolution
quasars: emission lines
quasars: supermassive black holes
Design of a Segmented Mirror with a Global Radius of Curvature Actuation System: Contributions of Multiple Surrogates
期刊论文
Applied Sciences-Basel, 2020, 卷号: 10, 期号: 23, 页码: 14
作者:
S. H. Wu,J. H. Dong,S. Y. Xu,Z. R. Lu and B. Q. Xu
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浏览/下载:4/0
  |  
提交时间:2021/07/06
Multi-objective Design optimization of Main Body of an Unpowered Underwater Vehicle Based on Surrogate Models
会议论文
Harbin, China, November 27-28, 2020
作者:
Gao W(高伟)
;
Gu HT(谷海涛)
;
Sun Y(孙原)
;
Feng MM(冯萌萌)
;
Meng LS(孟令帅)
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  |  
浏览/下载:8/0
  |  
提交时间:2020/12/18
Unpowered underwater vehicle
Surrogate models
Hydrodynamic performance
Multi-objective design optimization
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