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中国科学院力学研究所机构知识库
Knowledge Management System of Institue of Mechanics, CAS
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Discovery of PDEs driven by data with sharp gradient or discontinuity
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
Authors:
Wang, Kang
;
Zhang L(张磊)
;
Tang, Shaoqiang
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View/Download:41/0
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Submit date:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
COMPUTATIONAL MECHANICS, 2023
Authors:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
;
Knapik, Stefan
;
Sang, Zhongsheng
;
Tang, Shaoqiang
;
Apley, DanielW
;
Wagner, GregoryJ
;
Liu, WingKam
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Submit date:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
HiDeNN-TD: Reduced-order hierarchical deep learning neural networks
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 389, 页码: 33
Authors:
Zhang L(张磊)
;
Lu, Ye
;
Tang, Shaoqiang
;
Liu, Wing Kam
Adobe PDF(4228Kb)
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Submit date:2022/02/17
Hierarchical deep-learning neural networks
Proper generalized decomposition
Canonical tensor decomposition
Reduced order finite element method
Convergence study and error bound
Application of Three-Dimensional Discrete Element Face-to-Face Contact Model with Fissure Water Pressure to Stability Analysis of Landslide in Panluo Iron Mine
期刊论文
Science in China Series E-Engineering & Materials Science, 2005, 卷号: 48, 期号: suppl., 页码: 146-156
Authors:
Zhang L(张磊)
;
Wei ZA(魏作安)
;
Liu XY(刘晓宇)
;
Li SH(李世海)
;
Li, SH (reprint author), Chinese Acad Sci, Inst Mech, Beijing 100080, Peoples R China.
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Submit date:2007/06/15
Experimental Investigation and Numerical Simulation on the Effect of Fissure Water Pressure in Vertical Sliding Surface
期刊论文
Science in China Series E-Engineering & Materials Science, 2005, 卷号: 48, 期号: suppl., 页码: 53-64
Authors:
Zhang L(张磊)
;
Li SH(李世海)
;
Lian ZZ(练振中)
;
Wang YN
;
Li, SH (reprint author), Chinese Acad Sci, Inst Mech, Beijing 100080, Peoples R China.
Adobe PDF(565Kb)
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Submit date:2007/06/15
Experimental and discrete element numerical analysis of side slope instability induced by fissure water underlying impervious bed
期刊论文
Science in China Series E-Engineering & Materials Science, 2005, 卷号: 48, 期号: suppl., 页码: 65-80
Authors:
Liu BS(柳丙善)
;
Li SH(李世海)
;
Zhang L(张磊)
;
Wang JG
;
Li, SH (reprint author), Chinese Acad Sci, Inst Mech, Beijing 100080, Peoples R China.
Adobe PDF(290Kb)
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View/Download:949/201
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Submit date:2007/06/15