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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
作者:  Zhang, Lei;  Park, Chanwook;  Lu, Ye;  Li, Hengyang;  Mojumder, Satyajit;  Saha, Sourav;  Guo, Jiachen;  Li, Yangfan;  Abbott, Trevor;  Wagner, Gregory J.;  Tang, Shaoqiang;  Liu, Wing Kam
Adobe PDF(9021Kb)  |  收藏  |  浏览/下载：53/0  |  提交时间：2024/01/08
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  
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：44/0  |  提交时间：2023/06/15
Convolution FEM and HiDeNN  Tensor decomposition  Reduced order modeling  Additive manufacturing  High-order smoothness  Isogeometric analysis (IGA)  
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
作者:  Chen XJ(陈贤佳);  Yuan, Zheng;  Li, Qiang;  Sun, ShouGuang;  Wei YJ(魏宇杰)
Adobe PDF(2512Kb)  |  收藏  |  浏览/下载：245/76  |  提交时间：2023/02/09
load spectrum  computational mechanics  deep learning  data-driven modeling  gated recurrent unit neural network  
单原子层非晶碳材料的力学性能与变形机理 学位论文
博士论文，北京: 中国科学院大学, 2022
作者:  谢文慧
Adobe PDF(5896Kb)  |  收藏  |  浏览/下载：215/8  |  提交时间：2022/12/08
单原子层非晶碳（MAC）  二维材料的三维化构筑  类塑性变形  二维材料增韧  晶格无序  
A constitutive model for metallic glasses based on two-temperature nonequilibrium thermodynamics 期刊论文
INTERNATIONAL JOURNAL OF PLASTICITY, 2022, 卷号: 154, 页码: 29
作者:  Rao W(饶威);  Chen Y(陈艳);  Dai LH(戴兰宏)
Adobe PDF(7912Kb)  |  收藏  |  浏览/下载：169/26  |  提交时间：2022/07/18
Metallic glasses  Constitutive model  Nonequilibrium  Configurational temperature  Deformation mode  Shear band  
浮式风力机运动形式对尾迹大尺度运动的影响 期刊论文
空气动力学学报, 2022, 卷号: 40, 期号: 04, 页码: 231-239
作者:  李曌斌;  董国丹;  秦建华;  周志登;  杨晓雷
Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：133/27  |  提交时间：2022/10/17
浮式风力机  尾迹  流动失稳  蜿蜒  尾迹恢复  
Physical mechanics investigation into carbon utilization and storage with enhancing shale oil and gas recovery 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2022, 卷号: 65, 期号: 2, 页码: 490-492
作者:  Zhao YP(赵亚溥)
Adobe PDF(572Kb)  |  收藏  |  浏览/下载：181/37  |  提交时间：2022/01/24
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
作者:  Zhang L(张磊);  Lu, Ye;  Tang, Shaoqiang;  Liu, Wing Kam
Adobe PDF(4228Kb)  |  收藏  |  浏览/下载：194/45  |  提交时间：2022/02/17
Hierarchical deep-learning neural networks  Proper generalized decomposition  Canonical tensor decomposition  Reduced order finite element method  Convergence study and error bound  
Flexible Electronics: Theory and Method of Structural Design 专著
Wuhan; Beijing; Xi'an:Springer Nature, 2022
作者:  Huang, YongAn;  Su YW(苏业旺);  Jiang, Shan
Adobe PDF(20110Kb)  |  收藏  |  浏览/下载：86/1  |  提交时间：2023/03/23
Residual-based closure model for density-stratified incompressible turbulent flows 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 38
作者:  Zhu LX(朱力行);  Masud, Arif
Adobe PDF(4213Kb)  |  收藏  |  浏览/下载：238/45  |  提交时间：2021/11/01
Variational multiscale method  Hierarchical methods  Density stratification  Incompressible turbulent flows  Boussinesq approximation