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Knowledge Management System of Institue of Mechanics, CAS
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Date Issued:2023
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Thermochemical non-equilibrium flow characteristics of high Mach number inlet in a wide operation range
期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 12, 页码: 164-184
Authors:
Dai, Chunliang
;
Sun, Bo
;
Yue LJ(岳连捷)
;
Zhou, Shengbing
;
Zhuo, Changfei
;
Zhou, Changsheng
;
Yu, Jianyi
Adobe PDF(5674Kb)
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Submit date:2024/02/19
Scramjet inlet
Starting ability
Thermochemical
Work performance
Bayesian model averaging for probabilistic S-N curves with probability distribution model form uncertainty
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2023, 卷号: 177, 页码: 11
Authors:
Zou, Qingrong
;
Wen JC(温济慈)
Adobe PDF(4441Kb)
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Submit date:2023/12/18
N curves
Fatigue design
Bayesian model averaging
Probability distribution model form
uncertainty
Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
Authors:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Jee, Solkeun
;
He GW(何国威)
Adobe PDF(5699Kb)
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Submit date:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
High-fidelity state-to-state modeling of hypersonic flow over a double cone
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 11, 页码: 10
Authors:
Wang XY(王小永)
;
Guo, Jinghui
;
Hong QZ(洪启臻)
;
Li, Sijia
Adobe PDF(3376Kb)
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Submit date:2023/12/18
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
Authors:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
Adobe PDF(5558Kb)
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Submit date:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Research on Prediction Model of Interlayer Leakage in Separate Injection Wells in Offshore Oilfields
会议论文
3rd International Conference on Fluid and Chemical Engineering, Wuhan, China, 20/07/2023 - 22/07/2023
Authors:
Gao,Yonghua
;
Chen,Jie
;
Liu,Lei
;
Bao,Chenyi
;
Liu,Huawei
;
Li,Baolong
;
Shi SY(史仕荧)
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Submit date:2023/11/28
Offshore oil field
layered mining
insert seal detection tool
experiment
model prediction
Richtmyer-Meshkov instability of a single-mode heavy-light interface in cylindrical geometry
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 10, 页码: 10
Authors:
Li, Jiaxuan
;
Wang, He
;
Zhai, Zhigang
;
Luo XS(罗喜胜)
Adobe PDF(2732Kb)
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Submit date:2024/01/02
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
Authors:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
Adobe PDF(3908Kb)
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Submit date:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Surface-Volume Scaling Controlled by Dissolution Regimes in a Multiphase Flow Environment
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 18, 页码: 11
Authors:
Zhou, ChenXing
;
Hu, Ran
;
Deng, Hang
;
Ling BW(凌博闻)
;
Yang, Zhibing
;
Chen, YiFeng
Adobe PDF(1359Kb)
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Submit date:2023/10/23
fluid-rock dissolution
dissolution regime
surface-volume scaling
multiphase flow
dissolution rate
Predicting continuum breakdown with deep neural networks
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
Authors:
Xiao TB(肖天白)
;
Schotthoefer, Steffen
;
Frank, Martin
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Submit date:2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning