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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
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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
Favorite  |  View/Download：9/0  |  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
Favorite  |  View/Download：2/0  |  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)
Favorite  |  View/Download：4/0  |  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
Favorite  |  View/Download：6/0  |  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
Favorite  |  View/Download：46/0  |  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
Favorite  |  View/Download：59/0  |  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)  |  Favorite  |  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  
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)
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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)  |  Favorite  |  View/Download：58/2  |  Submit date：2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability