Observation error covariance specification in dynamical systems for data assimilation using recurrent neural networks.
Sibo ChengMingming QiuPublished in: Neural Comput. Appl. (2022)
Keyphrases
- dynamical systems
- recurrent neural networks
- data assimilation
- qualitative simulation
- neural network
- feed forward
- recurrent networks
- differential equations
- phase space
- anomaly detection
- echo state networks
- state space
- simulation models
- remote sensing
- nonlinear dynamical systems
- artificial neural networks
- kalman filter
- predictive state representations
- real time
- motion field
- computer vision
- smart environments
- control law
- image sequences
- video data