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地理科学与资源研究所 [5]
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北京大学 [3]
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期刊论文 [12]
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Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Acoustic Inversion for Uncertainty Reduction in Reynolds-Averaged Navier-Stokes-Based Jet Noise Prediction
期刊论文
AIAA JOURNAL, 2021, 页码: 16
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Wu, Ting
;
He, Guowei
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/03/05
Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields
期刊论文
AIAA JOURNAL, 2021, 页码: 11
作者:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
He GW(何国威)
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  |  
浏览/下载:26/0
  |  
提交时间:2022/01/24
Modeling the Carbon Cycle of a Subtropical Chinese Fir Plantation Using a Multi-Source Data Fusion Approach
期刊论文
FORESTS, 2020, 卷号: 11, 期号: 4, 页码: 16
作者:
Hu, Longwei
;
He, Honglin
;
Shen, Yan
;
Ren, Xiaoli
;
Yan, Shao-kui
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  |  
浏览/下载:35/0
  |  
提交时间:2021/03/23
process-based terrestrial ecosystem model
model-data fusion
multi-source data
carbon cycle
plantation
The Application of Ensemble Kalman Filter to Inversion of Fracture System in Shale Gas Reservoir
会议论文
PROCEEDINGS OF THE INTERNATIONAL FIELD EXPLORATION AND DEVELOPMENT CONFERENCE 2017, 2019-01-01
-
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浏览/下载:5/0
  |  
提交时间:2020/01/03
AN ADAPTIVE MULTIFIDELITY PC-BASED ENSEMBLE KALMAN INVERSION FOR INVERSE PROBLEMS
期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2019, 卷号: 9, 期号: 3, 页码: 205-220
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:31/0
  |  
提交时间:2020/01/10
Bayesian inverse problems
ensemble Kalman inversion
multifidelity polynomial chaos
surrogate modeling
Three-dimensional imaging of aquifer and aquitard heterogeneity via transient hydraulic tomography at a highly heterogeneous field site
期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 559, 页码: 392-410
作者:
Zhao, Zhanfeng
;
Illman, Walter A.
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  |  
浏览/下载:17/0
  |  
提交时间:2019/05/23
Hydraulic tomography
Subsurface heterogeneity
Aquitard characterization
Model calibration and validation
Inverse modeling
Model comparison
A joint data assimilation system (Tan-Tracker) to simultaneously estimate surface CO2 fluxes and 3-D atmospheric CO2 concentrations from observations
期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2014, 卷号: 14, 期号: 23, 页码: 13281-13293
作者:
Tian, X.
;
Xie, Z.
;
Liu, Y.
;
Cai, Z.
;
Fu, Y.
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  |  
浏览/下载:14/0
  |  
提交时间:2019/09/26
Retrieval of leaf area index using temporal, spectral, and angular information from multiple satellite data
SCI/SSCI论文
2014
Liu Q.
;
Liang S. L.
;
Xiao Z. Q.
;
Fang H. L.
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  |  
浏览/下载:15/0
  |  
提交时间:2014/12/24
Leaf area index
Multiple sensors
Ensemble Kalman filter
Iterative
method
cyclopes global products
canopy reflectance model
foliage clumping
index
time-series
in-situ
hemispherical photography
atmosphere
interactions
vegetation indexes
part 1
modis
Close relationship between spectral vegetation indices and V-cmax in deciduous and mixed forests
SCI/SSCI论文
2014
Zhou Y. L.
;
Ju W. M.
;
Sun X. M.
;
Hu Z. M.
;
Han S. J.
;
Black T. A.
;
Jassal R. S.
;
Wu X. C.
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2014/12/24
V-cmax
spectral vegetation indices
ensemble Kalman filter
BEPS model
ensemble kalman filter
terrestrial chlorophyll index
gross primary
production
net ecosystem exchange
gap filling strategies
boreal aspen
forest
photosynthetic capacity
eddy covariance
water fluxes
temperature-dependence
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