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基于机器学习的流场特征提取与流动预测 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors:  闫畅
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物理信息神经网络  数据同化  风力发电场  本征正交分解  傅里叶神经算子  
Machine Learning-Accelerated First-Principles Study of Atomic Configuration and Ionic Diffusion in Li10GeP2S12 Solid Electrolyte 期刊论文
MATERIALS, 2024, 卷号: 17, 期号: 8, 页码: 14
Authors:  Qi, Changlin;  Zhou, Yuwei;  Yuan XZ(袁晓泽);  Peng Q(彭庆);  Yang, Yong;  Li, Yongwang;  Wen, Xiaodong
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Li10GeP2S12 solid electrolyte  first-principles calculation  Ewald-summation-based electrostatic energy  machine learning- and active-learning-based LAsou method  ab initio molecular dynamics  
Sensor Head Temperature Distribution Reconstruction of High-Precision Gravitational Reference Sensors with Machine Learning 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 8, 页码: 26
Authors:  Duan ZC(段宗超);  Ren, Feilong;  Qiang, LiE;  Qi KQ(齐克奇);  Zhang HY(张昊越)
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gravitational reference sensors  temperature reconstruction  simulation  interpolation  machine learning  
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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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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Taiji program  gravitational wave detection  parameter estimation  machine learning  
Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
Authors:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
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Cluster  Active subspace  Data-driven dimensional analysis  Machine learning  
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 22
Authors:  Long, Yun;  Guo, Xi'an;  Xiao TB(肖天白)
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fluid mechanics  modal decomposition technology  proper orthogonal decomposition  
Impeller optimization using a machine learning-based algorithm with dynamic sampling method and flow analysis for an axial flow pump 会议论文
The 17th Asian International Conference on Fluid Machinery (AICFM 17 2023), Zhenjiang, China, 20/10/2023 - 23/10/2023
Authors:  Song,Xueyi;  Li,Ying;  Huang RF(黄仁芳);  Luo,Xianwu
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Micropillar compression using discrete dislocation dynamics and machine learning 期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
Authors:  Tao, Jin;  Wei DA(魏德安);  Yu, Junshi;  Kan, Qianhua;  Kang, Guozheng;  Zhang, Xu
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Discrete dislocation dynamics simulations  Machine learning  Size effects  Orientation effects  Microstructural features