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data-assimilation-enkf

Here are 5 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 Oct 30, 2024
Python

yvesantonio / Data_Assimilation

Advanced Data Assimilation Algorithms and Methods

data-science model-selection data-analytics data-analysis ensemble-learning model-driven-development data-processing data-assimilation variational-inference kalman-filter ensemble-prediction variational-method ensemble-models variational-monte-carlo kalman-estimator model-identification ensemble-kalman-filter data-assimilation-enkf ensemble-kalman-inversion

Updated May 8, 2021
MATLAB

envfluids / MEDIDA

MEDIDA: Model Error Discovery with Interpretability and Data Assimilation

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

Updated Sep 13, 2022
Python

JBris / time-series-online-data-assimilation-experiments

Experiments for online learning and data assimilation for time series data.

time-series particle-filter unscented-kalman-filter data-assimilation kalman-filter online-learning time-series-analysis extended-kalman-filters data-fusion online-learning-algorithms time-series-prediction particle-filters time-series-forecasting extended-kalman-filter ensemble-kalman-filter particle-filtering data-assimilation-enkf unscented-kalman-filtering

Updated Feb 9, 2024
Jupyter Notebook

enino84 / TEDA

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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