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Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models
期刊论文
POLYMERS, 2022, 卷号: 14, 期号: 15, 页码: 14
作者:
Liao, Zhenhao
;
Qiu, Cheng
;
Yang, Jun
;
Yang, Jinglei
;
Yang, Lei
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浏览/下载:45/0
  |  
提交时间:2022/09/16
composite laminate
mechanical property
layup design
finite element simulation
neural network
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
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  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials
期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
作者:
Linghu, Jiale
;
Dong, Hao
;
Cui, Junzhi
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  |  
浏览/下载:12/0
  |  
提交时间:2022/06/21
Concrete composite materials
Weibull distribution
Equivalent mechanical parameters
Artificial neural networks
Wavelet transform
Multistage Adaptive Point-Growth Network for Dense Point Cloud Completion
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 20, 页码: 19
作者:
R. D. Hao
;
Z. H. Wei
;
X. He
;
K. F. Zhu
;
J. Wang
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
Adaptive local approximation neural network control based on extraordinariness particle swarm optimization for robotic manipulators
期刊论文
Journal of Mechanical Science and Technology, 2022, 卷号: 36, 期号: 3, 页码: 1469-1483
作者:
H. Y. Sai
;
Z. B. Xu
;
C. Xu
;
X. M. Wang
;
K. Wang and L. Zhu
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浏览/下载:0/0
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提交时间:2023/06/14
A wavelet-based learning approach assisted multiscale analysis for estimating the effective thermal conductivities of particulate composites
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 374, 页码: 28
作者:
Dong, Hao
;
Nie, Yufeng
;
Cui, Junzhi
;
Kou, Wenbo
;
Zou, Minqiang
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  |  
浏览/下载:87/0
  |  
提交时间:2021/04/26
Particulate composites
Effective thermal conductivities
Multiscale modeling
Artificial neural network
Wavelet transform
Composite Learning Enhanced Neural Control for Robot Manipulator With Output Error Constraints
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 1, 页码: 209-218
作者:
Huang, Dianye
;
Yang, Chenguang
;
Pan, Yongping
;
Cheng, Long
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  |  
浏览/下载:71/0
  |  
提交时间:2021/01/06
Manipulator dynamics
Uncertainty
Informatics
Service robots
Lyapunov methods
Barrier Lyapunov function (BLF)
composite learning (CL)
output error constraints
radial basis function neural network
robot manipulators
Completely distributed neuro-learning consensus with position constraints and partially unknown control directions
期刊论文
Neurocomputing, 2020, 卷号: 418, 页码: 251-262
作者:
Yang, Nana
;
Li, Junmin
;
He, Chao
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  |  
浏览/下载:5/0
  |  
提交时间:2020/11/14
Iterative methods
Composite energy function
Control directions
Distributed learning
Finite time intervals
Nonlinear multi-agent systems
Nussbaum functions
Simulation example
Unknown control direction
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:59/0
  |  
提交时间:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
Synthesis and characterization of BaAl2O4: Ce and Mn-Ce- co-doped BaAl2O4 composite materials by a modified polyacrylamide gel method and prediction of photocatalytic activity using artificial neural network (ANN) algorithm
期刊论文
Optik, 2020, 卷号: 221
作者:
Wang, Shifa
;
Wang, Yong
;
Gao, Huajing
;
Li, Jinyu
;
Fang, Leiming
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  |  
浏览/下载:2/0
  |  
提交时间:2020/11/14
Aluminum chloride
Aluminum compounds
Aromatic compounds
Barium compounds
Cerium compounds
Charge transfer
Complexation
Composite materials
Crystal structure
Gamma rays
Irradiation
Light absorption
Manganese compounds
MATLAB
Morphology
Neural networks
Organometallics
Semiconductor doping
Surface morphology
Artificial neural network modeling
Modified polyacrylamides
Neural network algorithm
Photo catalytic degradation
Photocatalytic performance
Polyacrylamide gel method
Separation efficiency
Synthesis and characterizations
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