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Reducing Simulation Input-Model Risk via Input Model Averaging 期刊论文
INFORMS JOURNAL ON COMPUTING, 2021, 卷号: 33, 期号: 2, 页码: 672-684
Authors:  Nelson, Barry L.;  Wan, Alan T. K.;  Zou, Guohua;  Zhang, Xinyu;  Jiang, Xi
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input modeling  stochastic simulation  input uncertainty  
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
Authors:  Dong, Hao;  Nie, Yufeng;  Cui, Junzhi;  Kou, Wenbo;  Zou, Minqiang;  Han, Junyan;  Guan, Xiaofei;  Yang, Zihao
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Particulate composites  Effective thermal conductivities  Multiscale modeling  Artificial neural network  Wavelet transform  
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
Authors:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
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Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
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
Authors:  Yan, Liang;  Zhou, Tao
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Bayesian inverse problems  deep neural networks  multi-fidelity surrogate modeling  Markov chain Monte Carlo  
Personalized optimization and its implementation in computer experiments 期刊论文
IISE TRANSACTIONS, 2019, 页码: 9
Authors:  Xiong, Shifeng
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Environmental variable  expected improvement  Kriging  personalized decision  robust optimization  sequential design  
Multiscale Hybrid-Mixed Finite Element Method for Flow Simulation in Fractured Porous Media 期刊论文
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2019, 卷号: 119, 期号: 1, 页码: 145-163
Authors:  Devloo, Philippe;  Teng, Wenchao;  Zhang, Chen-Song
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Fracture simulation  discrete fracture model  multiscale hybrid finite element  mixed formulation  
Effect of rhizosphere dispersal and impulsive input on the growth of wetland plant 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2018, 卷号: 152, 页码: 69-80
Authors:  Zhao, Zhong;  Li, Qiuying;  Chen, Lansun
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Wetland plant-nutrient interaction  Rhizosphere diffusion  Impulsive input  Wetland plant-eradication periodic solution  
Simultaneous identification of diffusion coefficient, spacewise dependent source and initial value for one-dimensional heat equation 期刊论文
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017, 卷号: 40, 期号: 10, 页码: 3552-3565
Authors:  Zhao, Zhi-Xue;  Banda, Mapundi K.;  Guo, Bao-Zhu
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Inverse Problem  Matrix Pencil Method  Finite Difference Method  Truncated Singular Value Decomposition  Generalized Cross-validation  
A new reliability analysis method for vehicle systems based on goal-oriented methodology 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2017, 卷号: 231, 期号: 8, 页码: 1066-1095
Authors:  Yi, Xiao-Jian;  Dhillon, Balbir Singh;  Shi, Jian;  Mu, Hui-Na;  Zhang, Zhong
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Reliability analysis  vehicle systems  goal-oriented methodology  closed-loop feedback  corrections  multiple fault modes  multiple functions  multiple conditions  
Modeling the short-run effect of fiscal stimuli on GDP: A new semi-closed input-output model 期刊论文
ECONOMIC MODELLING, 2016, 卷号: 58, 页码: 52-63
Authors:  Chen, Quanrun;  Dietzenbacher, Erik;  Los, Bart;  Yang, Cuihong
Favorite  |  View/Download:21/0  |  Submit date:2018/07/30
Input-output model  Household consumption  Multiplier effect  Government spending