Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks.
Sibo ChengMingming QiuPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- recurrent neural networks
- data assimilation
- qualitative simulation
- feed forward
- neural network
- differential equations
- artificial neural networks
- echo state networks
- recurrent networks
- anomaly detection
- state space
- simulation models
- nonlinear dynamical systems
- kalman filter
- phase space
- simulation model
- learning algorithm
- motion field
- remote sensing
- artificial intelligence
- image sequences
- ambient intelligence
- machine learning