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4d-var

Here are 4 public repositories matching this topic...

DataAssimBench

StevePny / DataAssimBench

Benchmarking tools for applying AI/ML to data assimilation

machine-learning recurrent-neural-networks artificial-intelligence predictive-modeling data-assimilation forecasting-models lorenz-attractor training-data era5 data-assimilation-enkf 4d-var quasi-geostrophic

Updated Dec 23, 2024
Python

ray-chew / data_assimilation_examples

Simple data assimilation studies

data-assimilation lorenz-attractor burgers-equation extended-kalman-filter lax-friedrich examples-python 4d-var sir-filter

Updated Mar 19, 2024
Jupyter Notebook

cdurand95 / DataAssimilationProject

Lorenz 63 and Lorenz 96 reconstruction state with data assimilation and neural networks.

neural-network cnn data-assimilation 4d-var

Updated Dec 15, 2021
Jupyter Notebook

mtsokol / epidemic-modelling-workshop

An introduction to sensitivity analysis and 4D-Var data assimilation method in epidemic modelling setting

tensorflow data-assimilation sensitivity-analysis seir-model 4d-var

Updated Feb 9, 2021
Jupyter Notebook

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