Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Author:
Affiliation:
1. Institute of Advanced Oceanography, Ocean University of China, Qingdao, China
2. Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, USA
Funder
National Key Research and Development Program of China
National Natural Science Foundation of China
Fundamental Research Funds for the Central Universities
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Earth and Planetary Sciences,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/36/10006360/10068549.pdf?arnumber=10068549
Reference58 articles.
1. PDE-NetGen 1.0: from symbolic partial differential equation (PDE) representations of physical processes to trainable neural network representations
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3. Prognostic Validation of a Neural Network Unified Physics Parameterization
4. Deep learning for multi-year ENSO forecasts
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