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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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粗糙壁湍流的机理和大涡模拟壁模型
学位论文
博士论文,北京: 中国科学院大学, 2024
Authors:
li shilong
Adobe PDF(60685Kb)
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View/Download:4/0
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Submit date:2024/05/23
粗糙壁湍流
壁模型
大涡模拟
分离流动
深度神经网络
A novel mooring system anomaly detection framework for SEMI based on improved residual network with attention mechanism and feature fusion
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 245, 页码: 21
Authors:
Mao, Yixuan
;
Li, Xiaorong
;
Duan, Menglan
;
Feng, Yongcun
;
Wang, Jinjia
;
Men HY(门弘远)
;
Yang, Heng
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View/Download:9/0
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Submit date:2024/04/29
Mooring line anomaly detection
Residual network
Feature fusion
Semi-submersible platform
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
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View/Download:4/0
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Submit date:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models
期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
Authors:
Luo QY(罗清勇)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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View/Download:4/0
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Submit date:2024/05/14
Quantum-classical rate coefficient datasets of vibrational energy transfer in carbon monoxide based on highly accurate potential energy surface
期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2024, 卷号: 160, 期号: 8, 页码: 15
Authors:
Hong QZ(洪启臻)
;
Storchi, Loriano
;
Coletti, Cecilia
;
Li, Jia
;
Sun QH(孙泉华)
;
Li, Jun
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View/Download:7/0
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Submit date:2024/05/14
Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks
期刊论文
NONLINEAR DYNAMICS, 2024, 页码: 16
Authors:
Zhang, Ying
;
Jin, Zhengrong
;
Wang L(王笼)
;
Zheng, Kaixin
;
Jia, Wantao
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View/Download:47/0
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Submit date:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
Contact Force Surrogate Model and Its Application in Pantograph-Catenary Parameter Optimization
期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 1, 页码: 13
Authors:
Zhou R(周睿)
;
Xu XH(许向红)
;
Rahnejat, Homer
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View/Download:59/0
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Submit date:2024/02/19
current collection quality
pantograph-catenary parameters optimization
surrogate model
sensitivity analysis
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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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
Collision integrals of electronically excited atoms in air plasmas. I. N-N and O-O interactions
期刊论文
PLASMA SOURCES SCIENCE & TECHNOLOGY, 2023, 卷号: 32, 期号: 12, 页码: 28
Authors:
Zhao WS(赵文胜)
;
Hong QZ(洪启臻)
;
Yang, Chao
;
Sun QH(孙泉华)
;
Hu Y(胡远)
Adobe PDF(1803Kb)
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View/Download:56/6
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Submit date:2024/01/02
collision integrals
potential energy curves
air plasmas
N-N and O-O interactions
electronic excitation
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
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Submit date:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability