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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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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)
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浏览/下载:61/2
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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)
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浏览/下载:46/0
  |  
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)
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浏览/下载:252/78
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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)
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浏览/下载:125/28
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提交时间:2023/03/15
Wave -structure interaction
Relative motion
Semi -analytical method
Radiation-diffraction
Wave energy converter array
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)
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浏览/下载:172/26
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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)
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浏览/下载:329/64
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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)
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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)
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浏览/下载:199/47
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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)
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浏览/下载:240/45
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提交时间:2021/11/01
Variational multiscale method
Hierarchical methods
Density stratification
Incompressible turbulent flows
Boussinesq approximation
Vibrational Energy Transfer in CO+N-2 Collisions: A Database for V-V and V-T/R Quantum-Classical Rate Coefficients
期刊论文
MOLECULES, 2021, 卷号: 26, 期号: 23, 页码: 27
作者:
Hong QZ(洪启臻)
;
Bartolomei, Massimiliano
;
Coletti, Cecilia
;
Lombardi, Andrea
;
Sun QH(孙泉华)
;
Pirani, Fernando
Adobe PDF(735Kb)
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浏览/下载:238/16
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提交时间:2022/03/05
vibrational energy transfer
inelastic scattering
potential energy surface
rate coefficients database
quantum-classical nuclear dynamics
quasi-classical trajectories