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DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 461, 页码: 17
作者:
Zhao, Yue
;
Mao, Zhiping
;
Guo, Ling
;
Tang, Yifa
;
Karniadakis, George Em
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Uncertainty quantification
Anomalous transport
Quasi Monte Carlo simulation
Generalized polynomial chaos
Long-time integration
Poly-fractonomials
p A Mixed Wavelet-Learning Method of Predicting Macroscopic Effective Heat Transfer Conductivities of Braided Composite Materials
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2022, 卷号: 31, 期号: 2, 页码: 593-625
作者:
Dong, Hao
;
Kou, Wenbo
;
Han, Junyan
;
Linghu, Jiale
;
Zou, Minqiang
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  |  
浏览/下载:16/0
  |  
提交时间:2022/04/02
Braided composite materials
macroscopic effective heat transfer conductivities
multi-scale modeling
neural networks
wavelet transform
Numerical investigation of free oblique detonation wave induced by non-intrusive energy deposition
期刊论文
AIP ADVANCES, 2021, 卷号: 11, 期号: 12, 页码: 17
作者:
Zhang WS(张文硕)
;
Zhang, Zijian
;
Jiang ZL(姜宗林)
;
Han X(韩信)
;
Liu, Yunfeng
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  |  
浏览/下载:10/0
  |  
提交时间:2022/01/24
Rectified Effects of Interannual Chlorophyll Variability on the Tropical Pacific Climate Revealed by a Hybrid Coupled Physics-Biology Model
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2021, 卷号: 126, 期号: 6, 页码: 22
作者:
Tian, Feng
;
Zhang, Rong-Hua
;
Wang, Xiujun
;
Zhi, Hai
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  |  
浏览/下载:35/0
  |  
提交时间:2021/12/07
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
Modeling and analysis of tritium transport for updated WCCB blanket of CFETR
期刊论文
FUSION ENGINEERING AND DESIGN, 2020, 卷号: 160
作者:
Zhao, Xueli
;
Chen, Lei
;
Ma, Xuebin
;
Liu, Songlin
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  |  
浏览/下载:36/0
  |  
提交时间:2021/04/26
Tritium permeation
Tritium inventory
WCCB blanket
2D and 3D model
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
CFD Modeling of Gas-Solid Cyclone Separators at Ambient and Elevated Temperatures
期刊论文
PROCESSES, 2020, 卷号: 8, 期号: 2, 页码: 26
作者:
Nakhaei, Mohammadhadi
;
Lu, Bona
;
Tian, Yujie
;
Wang, Wei
;
Dam-Johansen, Kim
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  |  
浏览/下载:4/0
  |  
提交时间:2020/05/21
gas-solid
cyclone separator
computational fluid dynamics
elevated temperature process
Tsunami hazard assessment for atoll islands inside the South China Sea: A case study of the Xisha Archipelago
期刊论文
PHYSICS OF THE EARTH AND PLANETARY INTERIORS, 2019, 卷号: 290, 期号: 1, 页码: 20-35
作者:
Li, Linlin
;
Chen, Chuanxu
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  |  
浏览/下载:71/0
  |  
提交时间:2019/06/11
Tsunami Numerical Modeling
South China Sea
Xisha Archipelago
Seamounts/ridge Subduction
Comcot
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