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数学与系统科学研究... [16]
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期刊论文 [48]
会议论文 [9]
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A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system
期刊论文
OAI收割
ACTA MECHANICA SINICA, 2024, 卷号: 40, 期号: 1, 页码: 12
作者:
Zhang MH(张莫晗)
;
Yin B(银波)
;
Sun ZX(孙振旭)
;
Bai, Ye
;
Yang GW(杨国伟)
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2024/02/26
Pantograph-catenary system
Gaussian process regression
Surrogate model
Physical-based model
Discovery of PDEs driven by data with sharp gradient or discontinuity
期刊论文
OAI收割
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
作者:
Wang, Kang
;
Zhang L(张磊)
;
Tang, Shaoqiang
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
Numerical computation of probabilities for nonlinear SDEs in high dimension using Kolmogorov equation br
期刊论文
OAI收割
APPLIED MATHEMATICS AND COMPUTATION, 2023, 卷号: 436, 页码: 17
作者:
Flandoli, Franco
;
Luo, Dejun
;
Ricci, Cristiano
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
High dimensional Kolmogorov equation
Numerical solution
Iteration scheme
Gaussian process
Comparing Different Methods for Wheat LAI Inversion Based on Hyperspectral Data
期刊论文
OAI收割
AGRICULTURE-BASEL, 2022, 卷号: 12, 期号: 9, 页码: 14
作者:
Ma, Junwei
;
Wang, Lijuan
;
Chen, Pengfei
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/11/09
leaf area index
gaussian process regression
artificial neural networks
partial least squares regression
hyperspectral
wheat
Comparing Different Methods for Wheat LAI Inversion Based on Hyperspectral Data
期刊论文
OAI收割
AGRICULTURE-BASEL, 2022, 卷号: 12, 期号: 9, 页码: 14
作者:
Ma, Junwei
;
Wang, Lijuan
;
Chen, Pengfei
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/11/09
leaf area index
gaussian process regression
artificial neural networks
partial least squares regression
hyperspectral
wheat
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
OAI收割
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/04/02
Probabilistic and deterministic wind speed
forecasting
Wind characteristic information
Probability density functions
Generalized Gaussian process
Pseudo-Likelihood
Statistical estimation in passenger-to-train assignment models based on automated data
期刊论文
OAI收割
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2021, 页码: 21
作者:
Xiong, Shifeng
;
Li, Chunya
;
Sun, Xuan
;
Qin, Yong
;
Wu, Chien-Fu Jeff
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2022/04/02
EM algorithm
Gaussian process interpolation
nonparametric density estimation
passenger flow
spline
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Hierarchical identification of solar radiation zones in China
期刊论文
OAI收割
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 卷号: 145, 页码: 14
作者:
Jiang, Hou
;
Lu, Ning
;
Qin, Jun
;
Yao, Ling
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/08/19
Solar radiation zones
Hierarchical system
Gaussian mixture model
Dirichlet process
Solar energy