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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:12/0
  |  
提交时间:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
Hybrid constraint multi-line absorption spectroscopy for non-uniform thermochemical measurements in axisymmetric laminar and jet flames
期刊论文
OPTICS AND LASERS IN ENGINEERING, 2022, 卷号: 154, 页码: 10
作者:
Ma, Liuhao
;
Cheong, Kin-Pang
;
Duan, Kun
;
Yuan CK(苑朝凯)
;
Ren, Wei
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  |  
浏览/下载:33/0
  |  
提交时间:2022/05/17
Laser absorption spectroscopy
Hybrid constraint
Non-uniform thermochemical distribution
Axisymmetric flame
Numerical Simulation and Experimental Research of Oil-free Scroll Air Compressor Based on CFD
期刊论文
Recent Patents on Mechanical Engineering, 2022, 卷号: 15, 期号: 3, 页码: 328-339
作者:
Jian, Sun
;
Bin, Peng
;
Bingguo, Zhu
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  |  
浏览/下载:14/0
  |  
提交时间:2022/07/20
Air
Machining
Numerical methods
Numerical models
Scroll compressors
Simulation platform
Temperature
Discharge temperature
Experimental verification
Oil-free
Oil-free scroll compressor
Single scroll
Thermodynamic modelling
Volume flow
Working chambers
Working fluid
Working process
Numerical modelling of the wave interaction with revetment breakwater built on reclaimed coral reef islands in the South China Sea-Experimental verification
期刊论文
OCEAN ENGINEERING, 2021, 卷号: 235, 期号: -, 页码: 11
作者:
Ye, Jianhong
;
Shan, Jipeng
;
Zhou, Haoran
;
Yan, Naixiao
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  |  
浏览/下载:72/0
  |  
提交时间:2021/09/14
Wave-breakwater interaction
Revetment breakwater
Reclaimed calcareous coral sand foundation
The South China Sea (SCS)
Wave flume tests
Numerical verification
OlaFlow
气固流态化的多尺度非平衡特性研究
学位论文
: 中国科学院大学, 2020
作者:
王海峰
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  |  
浏览/下载:13/0
  |  
提交时间:2021/09/07
流化床,非平衡特性,介尺度结构,颗粒跟踪测速(Ptv),多尺度
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:11/0
  |  
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
Continuum theory for dense gas-solid flow: A state-of-the-art review
期刊论文
CHEMICAL ENGINEERING SCIENCE, 2020, 卷号: 215, 页码: 92
作者:
Wang, Junwu
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  |  
浏览/下载:22/0
  |  
提交时间:2020/05/21
Heterogeneous structure
Drag force
Kinetic theory
Mesoscale structure
Filtered method
EMMS method
Modelling of reactor pressure vessel subjected to pressurized thermal shock using 3D-XFEM
期刊论文
NUCLEAR ENGINEERING AND DESIGN, 2019, 卷号: 353, 页码: 13
作者:
Niceno B
;
Jaros M
;
Qian GA(钱桂安)
;
Niffenegger M
;
Mora DF
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  |  
浏览/下载:71/0
  |  
提交时间:2019/11/26
Pressurized thermal shock
Large Break LOCA
Stress intensity factor
Reactor pressure vessel
Fracture mechanics
XFEM
Quantifying the non-equilibrium characteristics of heterogeneous gas-solid flow of smooth, inelastic spheres using a computational fluid dynamics-discrete element method
期刊论文
JOURNAL OF FLUID MECHANICS, 2019, 卷号: 866, 页码: 776-790
作者:
Wang, Jing
;
Chen, Xizhong
;
Bian, Wei
;
Zhao, Bidan
;
Wang, Junwu
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  |  
浏览/下载:60/0
  |  
提交时间:2019/06/14
fluidized beds
granular media
particle
fluid flow
A coupled CFD-DEM simulation of upward seepage flow in coarse sands
期刊论文
MARINE GEORESOURCES & GEOTECHNOLOGY, 2019, 卷号: 37, 页码: 589-598
作者:
Ma, Zhe
;
Wang, Yin
;
Ren, Nianxin
;
Shi, Wei
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
CFD-DEM coupled simulation
discrete element modelling
seepage flow
hydraulic gradients
marine sands
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