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4dvar

Here are 4 public repositories matching this topic...

jamezcuae / DA-Var_EnKF

Tutorials for variational methods and EnKF with Lorenz 1963 and 1996

enkf 3dvar 4dvar

Updated Jun 14, 2022
Python

AdamJamesSheppard / Echo-State-Networks-Nonlinear-Vector-Autoregression-and-Data-Assimilation-for-Chaotic-Systems

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

Updated Sep 27, 2022
Jupyter Notebook

cd10kfsu / AOSC614_Project-Lorenz63_DA

Data Assimilation Project with the Lorenz63 Model

ensemble data-assimilation enkf predictability nwp numerical-weather-prediction letkf hydrid 3dvar 4dvar

Updated Oct 17, 2023
Fortran

cd10kfsu / AOSC614_Project

the hub for all the computational projects related to NWP, DA, and predictability

data-assimilation enkf predictability nwp numerical-weather-prediction letkf 3dvar 4dvar

Updated Oct 17, 2023

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