Combining Ensemble Kalman Filter and Reservoir Computing to predict spatio-temporal chaotic systems from imperfect observations and models.
Futo TomizawaYohei SawadaPublished in: CoRR (2020)
Keyphrases
- kalman filter
- spatio temporal
- state space model
- reservoir computing
- kalman filtering
- update equations
- object tracking
- neural network
- state estimation
- image sequences
- particle filter
- mean shift
- experimental data
- complex systems
- probabilistic model
- machine learning
- recurrent neural networks
- linear model
- moving objects
- image processing
- feature selection