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Thermal design parameters analysis and model updating using Kriging model for space instruments
期刊论文
International Journal of Thermal Sciences, 2022, 卷号: 171, 期号: 10
作者:
Q. L. Cui
;
G. Y. Lin
;
D. S. Cao
;
Z. H. Zhang
;
S. R. Wang and Y. Huang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/06/13
Surrogate modeling for spacecraft thermophysical models using deep learning
期刊论文
Neural Computing & Applications, 2022, 卷号: 34, 期号: 19, 页码: 16577-16603
作者:
Y. Xiong
;
L. Guo
;
Y. Zhang
;
M. X. Xu
;
D. F. Tian and M. Li
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/06/14
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
作者:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process
Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 卷号: 141, 页码: 15
作者:
Li, Xin
;
Zhang, Ling
;
Zheng, Yi
;
Yang, Dawen
;
Wu, Feng
收藏
  |  
浏览/下载:82/0
  |  
提交时间:2021/08/19
Watershed system model
Human-nature system
Decision support system
Water resource management
Heihe river basin
Endorheic river basin
Surrogate Modeling for MUED with Neural Networks
会议论文
Brazil, 2021
作者:
D.J. Monk
;
S. Biedron
;
M.A. Fazio
;
M. Martínez-Ramón
;
S.I. Sosa Guitron
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/01/18
A Surrogate-Assisted Many-Objective Evolutionary Algorithm Using Multi- Classification and Coevolution for Expensive Optimization Problems
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 159160-159174
作者:
Wang, Ruoyu
;
Zhou, Yuee
;
Chen HN(陈瀚宁)
;
Ma LB(马连博)
;
Zheng M(郑萌)
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/20
Statistics
Sociology
Optimization
Computational modeling
Evolutionary computation
Training
Linear programming
Coevolution
expensive optimization
multi-classification
surrogate-assisted evolutionary algorithm
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
收藏
  |  
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
The improvement of Bootstrap method and its application in structure parameter uncertainty quantification and propagation
期刊论文
Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2020, 卷号: 33, 期号: 4, 页码: 679-687
作者:
Luo, Yong-Peng
;
Liu, Jing-Liang
;
Han, Jian-Ping
;
Lu, Si-Ping
;
Huang, Fang-Lin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/11/14
Cable stayed bridges
Data flow analysis
Density functional theory
Distribution functions
Population statistics
Probability density function
Distribution characteristics
Dynamic characteristics
Empirical distribution functions
Response surface modeling
Sensitivity indices
Structure parameter
Uncertain parameters
Uncertainty parameters
The improvement of Bootstrap method and its application in structure parameter uncertainty quantification and propagation
会议论文
作者:
Luo, Yong-Peng
;
Liu, Jing-Liang
;
Han, Jian-Ping
;
Lu, Si-Ping
;
Huang, Fang-Lin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/12/18
Cable stayed bridges
Data flow analysis
Density functional theory
Distribution functions
Population statistics
Probability density functionDistribution characteristics
Dynamic characteristics
Empirical distribution functions
Response surface modeling
Sensitivity indices
Structure parameter
Uncertain parameters
Uncertainty parameters
The improvement of Bootstrap method and its application in structure parameter uncertainty quantification and propagation
期刊论文
Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2020, 卷号: 33, 期号: 4, 页码: 679-687
作者:
Luo, Yong-Peng
;
Liu, Jing-Liang
;
Han, Jian-Ping
;
Lu, Si-Ping
;
Huang, Fang-Lin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/02/17
Cable stayed bridges
Data flow analysis
Density functional theory
Distribution functions
Population statistics
Probability density function
Distribution characteristics
Dynamic characteristics
Empirical distribution functions
Response surface modeling
Sensitivity indices
Structure parameter
Uncertain parameters
Uncertainty parameters
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