scholarly journals Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere

2020 ◽  
Author(s):  
Jonathan A Weyn ◽  
Dale Richard Durran ◽  
Rich Caruana
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Weather Prediction ◽  
Data Driven ◽  
Deep Convolutional Neural Networks ◽  
Cubed Sphere

Geometry and boundary condition adaptive data-driven model of fluid flow based on deep convolutional neural networks

2021 ◽  
Vol 33 (12) ◽  
pp. 123602
Author(s):  
Jiang-Zhou Peng ◽  
Nadine Aubry ◽  
Shiquan Zhu ◽  
Zhihua Chen ◽  
Wei-Tao Wu
Keyword(s):  
Neural Networks ◽  
Boundary Condition ◽  
Fluid Flow ◽  
Convolutional Neural Networks ◽  
Data Driven ◽  
Deep Convolutional Neural Networks
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