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中国科学院力学研究所机构知识库
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 Y(刘毅)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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View/Download:9/0
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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:51/0
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Submit date:2024/03/11
Taiji program
gravitational wave detection
parameter estimation
machine learning
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:47/6
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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:61/3
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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:74/8
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Submit date:2024/02/19
Cyclic relaxation
High -temperature plasticity
Visco-plastic constitutive model
Bayesian method
Fatigue and creep
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning
期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 卷号: 15, 期号: 9, 页码: 2350078
Authors:
Zhou R(周睿)
;
Xu XH(许向红)
Adobe PDF(1896Kb)
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View/Download:85/7
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Submit date:2023/10/23
Contact force of pantograph-catenary system
selective crow search algorithm
surrogate model
multi-parameter optimization
Discovery of PDEs driven by data with sharp gradient or discontinuity
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
Authors:
Wang, Kang
;
Zhang L(张磊)
;
Tang, Shaoqiang
Adobe PDF(1166Kb)
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View/Download:49/0
  |  
Submit date:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence
期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
Authors:
Li SL(李世隆)
;
Zhou ZD(周志登)
;
Chen DY(陈丹阳)
;
Yuan,Xianxu
;
Guo,Qilong
;
Yang XL(杨晓雷)
Adobe PDF(11087Kb)
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View/Download:163/27
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Submit date:2023/02/03
Roughness-resolved simulation
Direct numerical simulation
Cube-roughened surfaces
Roughness length
Divide and Conquer: A Quick Scheme for Symbolic Regression
期刊论文
INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2022, 卷号: 19, 期号: 08, 页码: 25
Authors:
Luo ZT(罗长童)
;
Chen C(陈辰)
;
Jiang ZL(姜宗林)
Adobe PDF(204Kb)
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View/Download:174/38
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Submit date:2023/02/07
Symbolic regression
machine learning
divide and conquer
bi-correlation test
mathematical modeling
genetic programming
Cuffless Blood Pressure Monitoring: Academic Insights and Perspectives Analysis
期刊论文
MICROMACHINES, 2022, 卷号: 13, 期号: 8, 页码: 19
Authors:
Li, Shiyun
;
Zhang, Can
;
Xu, Zhirui
;
Liang, Lihua
;
Tian, Ye
;
Li L(李龙)
;
Wu, Huaping
;
Zhong, Sheng
Adobe PDF(3391Kb)
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View/Download:214/81
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Submit date:2022/09/27
blood pressure monitoring
cuffless
pulse wave
pulse transit time