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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：48/1  |  提交时间：2023/06/15
Convolution FEM and HiDeNN  Tensor decomposition  Reduced order modeling  Additive manufacturing  High-order smoothness  Isogeometric analysis (IGA)  
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：252/78  |  提交时间：2023/02/09
load spectrum  computational mechanics  deep learning  data-driven modeling  gated recurrent unit neural network  
Hydrodynamic interactions between waves and cylinder arrays of relative motions composed of truncated floating cylinders with five degrees of freedom 期刊论文
JOURNAL OF FLUIDS AND STRUCTURES, 2022, 卷号: 115, 页码: 29
作者:  Zeng XH(曾晓辉);  Wang, Qi;  Kang YS(康元顺);  Shi, Min;  Yu, Fajun
Adobe PDF(2629Kb)  |  收藏  |  浏览/下载：126/28  |  提交时间：2023/03/15
Wave -structure interaction  Relative motion  Semi -analytical method  Radiation-diffraction  Wave energy converter array  
轮对非线性动力学系统蛇行运动的解析解 期刊论文
力学学报, 2022, 卷号: 54, 期号: 07, 页码: 1807-1819
作者:  史禾慕;  曾晓辉;  吴晗
Adobe PDF(1799Kb)  |  收藏  |  浏览/下载：115/31  |  提交时间：2022/08/11
轮对动力学  多尺度法  解析解  极限环  非线性临界速度  
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：172/26  |  提交时间：2022/07/18
Metallic glasses  Constitutive model  Nonequilibrium  Configurational temperature  Deformation mode  Shear band  
Hydrodynamic couplings of colloidal ellipsoids diffusing in channels 期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 933, 页码: 29
作者:  Zheng ZY(郑中玉);  Xu, Xinliang;  Wang YR(王育人);  Han, Yilong
Adobe PDF(1551Kb)  |  收藏  |  浏览/下载：330/64  |  提交时间：2022/02/17
colloids  Stokesian dynamics  microfluidics  
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：187/39  |  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：199/47  |  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  
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：240/45  |  提交时间：2021/11/01
Variational multiscale method  Hierarchical methods  Density stratification  Incompressible turbulent flows  Boussinesq approximation  
A hybrid kinetic WGVC-WENO scheme for compressible flows 期刊论文
COMPUTERS & FLUIDS, 2021, 卷号: 229, 页码: 12
作者:  He K(何康);  Liu HW(刘洪伟);  Li XL(李新亮)
Adobe PDF(2656Kb)  |  收藏  |  浏览/下载：287/55  |  提交时间：2021/11/01
Gas kinetic theory  WGVC-WENO methods  Hybrid flux  Numerical dissipation