scholarly journals A comparison of combined data assimilation and machine learning methods for offline and online model error correction

2021 ◽  
pp. 101468
Author(s):  
Alban Farchi ◽  
Marc Bocquet ◽  
Patrick Laloyaux ◽  
Massimo Bonavita ◽  
Quentin Malartic
Keyword(s):  
Machine Learning ◽  
Data Assimilation ◽  
Error Correction ◽  
Model Error ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Combined Data

Comparison of the use of a physical-based model with data assimilation and machine learning methods for simulating soil water dynamics

2020 ◽  
Vol 584 ◽  
pp. 124692 ◽  
Author(s):  
Peijun Li ◽  
Yuanyuan Zha ◽  
Liangsheng Shi ◽  
Chak-Hau Michael Tso ◽  
Yonggen Zhang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Data Assimilation ◽  
Soil Water ◽  
Water Dynamics ◽  
Soil Water Dynamics ◽  
Learning Methods ◽  
Machine Learning Methods

Application of machine learning methods for automatic interpretation of open hole logging data

2020 ◽  
pp. 44-47
Author(s):  
M.A. Basyrov ◽  
◽  
A.V. Akinshin ◽  
I.R. Makhmutov ◽  
Yu.D. Kantemirov ◽  
...  
Keyword(s):  
Machine Learning ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Automatic Interpretation ◽  
Open Hole
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