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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
Authors:
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
Favorite
  |  
View/Download:48/0
  |  
Submit date: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
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
Authors:
Zhang, Yuxing
;
Xie, Shejuan
;
Guo, Wei
;
Ding, Jun
;
Poh, Leong Hien
;
Sha ZD(沙振东)
Favorite
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View/Download:66/0
  |  
Submit date:2023/07/17
Fe-based metallic glass
Machine learning
Critical casting size
Saturation magnetization
Plasticity
Short-range order and its impacts on the BCC MoNbTaW multi-principal element alloy by the machine-learning potential
期刊论文
ACTA MATERIALIA, 2023, 卷号: 255, 页码: 119041
Authors:
Santosflorez, Pedro A
;
Dai SC(戴仕诚)
;
Yao, Yi
;
Yanxon, Howard
;
Li, Lin
;
Wang YJ(王云江)
;
Zhu, Qiang
;
Yu, Xiaoxiang
Favorite
  |  
View/Download:48/0
  |  
Submit date:2023/07/17
Multi -principal element alloys
Short-range order
Machine -learning potential
Phononic crystal bandgap optimization based on a multistage grid-pixel refinement method
期刊论文
EXTREME MECHANICS LETTERS, 2023, 卷号: 62, 页码: 102036
Authors:
Sun, Chen
;
Wang, Liang
;
Jiang H(姜恒)
;
Ding, Qian
;
Liu, Zhanli
;
Sun, Yongtao
;
Wang, Xinghao
Favorite
  |  
View/Download:52/0
  |  
Submit date:2023/09/05
Multistage grid-pixel refinement method
Phononic crystal bandgap optimization
Plane wave expansion method
Topology optimization
Li growth and SEI engineering for anode free Li metal rechargeable batteries: A review of current advances
期刊论文
ENERGY STORAGE MATERIALS, 2023, 卷号: 57, 页码: 508-539
Authors:
Wu, Baolin
;
Chen CG(陈春光)
;
Raijmakers, LucH.J.
;
Liu, Jin
;
Danilov, DmitriL.
;
Notten, PeterH.L.
Favorite
  |  
View/Download:49/0
  |  
Submit date:2023/04/20
All Solid State Thin Film Li Ion Batteries: New Challenges, New Materials, and New Designs
期刊论文
BATTERIES BASEL, 2023, 卷号: 9, 期号: 3, 页码: 186
Authors:
Wu, Baolin
;
Chen CG(陈春光)
;
Danilov, DmitriL.
;
Eichel, RuedigerA.
;
Notten, PeterH.L.
Favorite
  |  
View/Download:37/0
  |  
Submit date:2023/04/20
all solid state
Li ion batteries
thin film
architecture designs
three dimensional (3D)
Active learning to overcome exponential-wall problem for effective structure prediction of chemical-disordered materials
期刊论文
NPJ COMPUTATIONAL MATERIALS, 2023, 卷号: 9, 期号: 1, 页码: 9
Authors:
Yuan, Xiaoze
;
Zhou, Yuwei
;
Peng Q(彭庆)
;
Yang, Yong
;
Li, Yongwang
;
Wen, Xiaodong
Favorite
  |  
View/Download:79/0
  |  
Submit date:2023/03/20
Mechanostructures: Rational mechanical design, fabrication, performance evaluation, and industrial application of advanced structures
期刊论文
PROGRESS IN MATERIALS SCIENCE, 2023, 卷号: 131, 页码: 66
Authors:
Wu,Wenwang
;
Xia,Re
;
Qian GA(钱桂安)
;
Liu,Zengqian
;
Razavi,Javad
;
Berto,Filippo
;
Gao,Huajian
Favorite
  |  
View/Download:158/0
  |  
Submit date:2022/11/08
Mechanostructures
Mechanical design
Multifunctional
Lattice metastructures
Mechanical properties
Bayesian optimization for the spanwise oscillation of a gliding flat plate
期刊论文
OPTIMIZATION AND ENGINEERING, 2023
Authors:
Wang CY(王春雨)
;
Xu ZY(许昭越)
;
Zhang XL(张鑫磊)
;
Wang SZ(王士召)
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View/Download:51/0
  |  
Submit date:2023/04/20
Bayesian optimization
Hybrid acquisition strategy
Gaussian processes
Flapping wing
Micro air vehicles
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
Authors:
Chen XJ(陈贤佳)
;
Yuan, Zheng
;
Li, Qiang
;
Sun, ShouGuang
;
Wei YJ(魏宇杰)
Adobe PDF(2512Kb)
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View/Download:240/74
  |  
Submit date:2023/02/09
load spectrum
computational mechanics
deep learning
data-driven modeling
gated recurrent unit neural network