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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
作者:  Du MH(杜明辉);  Liang, Bo;  Wang, He;  Xu P(徐鹏);  Luo ZR(罗子人);  Wu, Yueliang
收藏  |  浏览/下载：22/0  |  提交时间：2024/03/11
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
作者:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
收藏  |  浏览/下载：29/0  |  提交时间：2024/03/11
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
作者:  Long, Yun;  Guo, Xi'an;  Xiao TB(肖天白)
收藏  |  浏览/下载：28/0  |  提交时间：2024/04/15
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
作者:  Song,Xueyi;  Li,Ying;  Huang RF(黄仁芳);  Luo,Xianwu
Adobe PDF(2810Kb)  |  收藏  |  浏览/下载：21/0  |  提交时间：2024/04/22
Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks 期刊论文
NONLINEAR DYNAMICS, 2024, 页码: 16
作者:  Zhang, Ying;  Jin, Zhengrong;  Wang L(王笼);  Zheng, Kaixin;  Jia, Wantao
收藏  |  浏览/下载：28/0  |  提交时间：2024/02/19
PINNs  Aircraft ground taxiing model  Fokker-Planck equations  Inverse problem  
Multi-objective optimization for high-performance Fe-based metallic glasses via machine learning approach 期刊论文
JOURNAL OF ALLOYS AND COMPOUNDS, 2023, 卷号: 960, 页码: 170793
作者:  Zhang, Yuxing;  Xie, Shejuan;  Guo, Wei;  Ding, Jun;  Poh, Leong Hien;  Sha ZD(沙振东)
Adobe PDF(10205Kb)  |  收藏  |  浏览/下载：67/0  |  提交时间：2023/07/17
Fe-based metallic glass  Machine learning  Critical casting size  Saturation magnetization  Plasticity  
LE-YOLOv5: A Lightweight and Efficient Road Damage Detection Algorithm Based on Improved YOLOv5 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2023, 卷号: 2023, 页码: 17
作者:  Diao, Zhuo;  Huang XF(黄先富);  Liu, Han;  Liu, Zhanwei
Adobe PDF(5584Kb)  |  收藏  |  浏览/下载：70/0  |  提交时间：2023/10/30
Distinguishing and Matching-Aware Unsupervised Point Cloud Completion 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 5160-5173
作者:  Xiao, Haihong;  Li YQ(李玉琼);  Kang, Wenxiong;  Wu, Qiuxia
Adobe PDF(3422Kb)  |  收藏  |  浏览/下载：53/0  |  提交时间：2023/10/23
Deep learning  point cloud completion  3D vision  
基于神经网络和量纲分析的激光增材制造熔池几何尺寸预测 学位论文
硕士论文，北京: 中国科学院大学, 2023
作者:  房佳汇钰
Adobe PDF(4355Kb)  |  收藏  |  浏览/下载：96/11  |  提交时间：2023/06/29
激光熔化沉积  熔池  BP神经网络  量纲分析  
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond 期刊论文
COMPUTATIONAL MECHANICS, 2023
作者:  Lu, Ye;  Li, Hengyang;  Zhang L(张磊);  Park, Chanwook;  Mojumder, Satyajit;  Knapik, Stefan;  Sang, Zhongsheng;  Tang, Shaoqiang;  Apley, DanielW;  Wagner, GregoryJ;  Liu, WingKam
Adobe PDF(5358Kb)  |  收藏  |  浏览/下载：49/1  |  提交时间：2023/06/15
Convolution FEM and HiDeNN  Tensor decomposition  Reduced order modeling  Additive manufacturing  High-order smoothness  Isogeometric analysis (IGA)