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Knowledge Management System of Institue of Mechanics, CAS
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Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
Authors:
Liu, Yi
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
Favorite
  |  
View/Download:2/0
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Submit date:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Advancing space-based gravitational wave astronomy: Rapid parameter estimation via normalizing flows
期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2024, 卷号: 67, 期号: 3, 页码: 14
Authors:
Du MH(杜明辉)
;
Liang, Bo
;
Wang, He
;
Xu P(徐鹏)
;
Luo ZR(罗子人)
;
Wu, Yueliang
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  |  
View/Download:45/0
  |  
Submit date:2024/03/11
Taiji program
gravitational wave detection
parameter estimation
machine learning
Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
Authors:
Zhang, Lei
;
Xu ZY(许昭越)
;
Wang SZ(王士召)
;
He GW(何国威)
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  |  
View/Download:50/0
  |  
Submit date:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics
期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 22
Authors:
Long, Yun
;
Guo, Xi'an
;
Xiao TB(肖天白)
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  |  
View/Download:48/0
  |  
Submit date:2024/04/15
fluid mechanics
modal decomposition technology
proper orthogonal decomposition
Impeller optimization using a machine learning-based algorithm with dynamic sampling method and flow analysis for an axial flow pump
会议论文
The 17th Asian International Conference on Fluid Machinery (AICFM 17 2023), Zhenjiang, China, 20/10/2023 - 23/10/2023
Authors:
Song,Xueyi
;
Li,Ying
;
Huang RF(黄仁芳)
;
Luo,Xianwu
Adobe PDF(2810Kb)
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View/Download:52/8
  |  
Submit date:2024/04/22
Micropillar compression using discrete dislocation dynamics and machine learning
期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
Authors:
Tao, Jin
;
Wei DA(魏德安)
;
Yu, Junshi
;
Kan, Qianhua
;
Kang, Guozheng
;
Zhang, Xu
Adobe PDF(1241Kb)
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View/Download:66/14
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Submit date:2024/01/15
Discrete dislocation dynamics simulations
Machine learning
Size effects
Orientation effects
Microstructural features
Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 417, 页码: 46
Authors:
Zhang L(张磊)
;
Park, Chanwook
;
Lu, Ye
;
Li, Hengyang
;
Mojumder, Satyajit
;
Saha, Sourav
;
Guo, Jiachen
;
Li, Yangfan
;
Abbott, Trevor
;
Wagner, Gregory J.
;
Tang, Shaoqiang
;
Liu, Wing Kam
Adobe PDF(9021Kb)
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View/Download:86/4
  |  
Submit date:2024/01/08
Convolution isogeometric analysis (C-IGA)
Convolution hierarchical deep-learning neural network (C-hiDeNN)
Software 2.0
r-h-p-s-a adaptive finite element method (FEM)
High-order smoothness and convergence
Improved Quantum-Classical Treatment of N
2
-N
2
Inelastic Collisions: Effect of the Potentials and Complete Rate Coefficient Data Sets
期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2023, 卷号: 19, 期号: 23, 页码: 8557-8571
Authors:
Hong QZ(洪启臻)
;
Storchi, Loriano
;
Sun QH(孙泉华)
;
Bartolomei, Massimiliano
;
Pirani, Fernando
;
Coletti, Cecilia
Adobe PDF(5231Kb)
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View/Download:45/6
  |  
Submit date:2024/01/22
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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View/Download:58/2
  |  
Submit date:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
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
Authors:
Du R(杜柔)
;
Song HX(宋恒旭)
;
Gao, Fuhai
;
Mo, Yafei
;
Yan, Ziming
;
Zhuang, Zhuo
;
Liu XM(刘小明)
;
Wei, Yueguang
Adobe PDF(5183Kb)
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View/Download:69/8
  |  
Submit date:2024/02/19
Cyclic relaxation
High -temperature plasticity
Visco-plastic constitutive model
Bayesian method
Fatigue and creep