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基于融合物理神经网络的稀疏数据挖掘应用及算法研究 学位论文
硕士论文，北京: 中国科学院大学, 2024
Authors:  许盛峰
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融合物理神经网络，物理信息神经网络，流场重构，稀疏数据挖掘，并行计算，数据标准化  
携带颗粒各向同性湍流大涡模拟数据驱动的亚格子模型 学位论文
硕士论文，北京: 中国科学院大学, 2024
Authors:  谭江涛
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大涡模拟,线性化模型,亚格子模型,惯性颗粒聚团,人工神经网络  
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  
气动载荷作用下常导高速磁浮车辆悬浮控制方法与实验研究 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors:  张伟为
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高速磁浮列车  悬浮系统  气动载荷  车轨试验  模型预测控制  
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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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
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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  
Artificial Neural Network Modeling Small-Scale Turbulence of IsotropicTurbulent Flows 会议论文
IUTAM Symposium on Turbulent Structure and Particles-Turbulence Interaction, 中国兰州, 2023-7-7至2023-7-11
Authors:  Tan JT(谭江涛);  Jin GD(晋国栋)
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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  
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)
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Contact force of pantograph-catenary system  selective crow search algorithm  surrogate model  multi-parameter optimization  
Rapid evaluation of capillary pressure and relative permeability for oil-water flow in tight sandstone based on a physics-informed neural network 期刊论文
JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2023
Authors:  Ji LL(姬莉莉);  Xu, Fengyang;  Lin M(林缅);  Jiang WB(江文滨);  Cao GH(曹高辉);  Wu, Songtao;  Jiang, Xiaohua
Adobe PDF(7570Kb)  |  Favorite  |  View/Download：79/11  |  Submit date：2023/09/05
Two-phase flow  Capillary pressure curve  Relative permeability curve  Tight sandstone  Physics-informed neural network