data-assimilation-enkf

Here are 3 public repositories matching this topic...

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

envfluids / MEDIDA

Star

MEDIDA: Model Error Discovery with Interpretability and Data Assimilation

machine-learning regression rvm kalman-filter sindy data-assimilation-enkf

Updated Sep 13, 2022
Python

Nino-Ruiz, Elias D., and Sebastian Racedo Valbuena. "TEDA: A Computational Toolbox for Teaching Ensemble Based Data Assimilation." Computational Science–ICCS 2022: 22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part IV. Cham: Springer International Publishing, 2022.

data-assimilation data-assimilation-enkf

Updated Jul 17, 2023
Python

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