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激波风洞智能测力方法研究与应用 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors:  聂少军
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激波风洞  气动力试验  静态校准  动态校准  智能测力方法  
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：23/0  |  Submit date：2024/04/29
Mooring line anomaly detection  Residual network  Feature fusion  Semi-submersible platform  
Multisensor Fusion on Hypergraph for Fault Diagnosis 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 11
Authors:  Yan, Xunshi;  Shi, Zhengang;  Sun, Zhe;  Zhang CA(张陈安)
Favorite  |  View/Download：21/0  |  Submit date：2024/05/27
graph neural network (GNN)  hypergraph neural network (HGNN)  information fusion  multisensor fusion  Fault diagnosis  
Global Potential Energy Surfaces by Compressed-State Multistate Pair-Density Functional Theory for Hyperthermal Collisions in the O2+O2 System 期刊论文
CHEMPHYSCHEM, 2024, 页码: 15
Authors:  Jiang, Jie;  Yang, Jiawei;  Hong QZ(洪启臻);  Sun QH(孙泉华);  Li, Jun
Favorite  |  View/Download：19/0  |  Submit date：2024/05/27
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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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)  |  Favorite  |  View/Download：73/11  |  Submit date：2024/01/02
collision integrals  potential energy curves  air plasmas  N-N and O-O interactions  electronic excitation  
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)  |  Favorite  |  View/Download：81/3  |  Submit date：2023/09/26
Hypersonic  Thermochemical nonequilibrium  State-to-state approach  Deep learning  Multiphysics  Data assimilation  
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
Authors:  Xiao TB(肖天白);  Frank, Martin
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Kinetic theory  Computational fluid dynamics  Scientific machine learning  Artificial neural network  
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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Computational fluid dynamics  Kinetic theory  Boltzmann equation  Multi-scale method  Deep learning  
Force measurement using strain-gauge balance in shock tunnel based on deep learning 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 8, 页码: 43-53
Authors:  Nie SJ(聂少军);  Wang YP(汪运鹏);  Jiang ZL(姜宗林)
Adobe PDF(2346Kb)  |  Favorite  |  View/Download：76/16  |  Submit date：2024/02/26
Convolutional neural net-works  Deep learning  Frequency domain analysis  Force measurement  Time domain analysis  Recurrent neural networks