Stochastic Processes Comparison of Accuracy: Data Assimilation, Echo State Machines and Nonlinear Vector Autoregressive Learning Methods. ### Comparing discrete and variational data assimilation methods to reservoir computing - machine learning for synthetic chaotic nonlinear dynamical systems
machine-learning
neural-network
machine
chaos
prediction
comparison
particle-filter
echo-state-networks
kalman-filter
vectorautoregression
dataassimilation
3dvar
4dvar
nonlinear-vector-autoregression
chaos-prediction
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Updated
Sep 27, 2022 - Jupyter Notebook