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Topic: "data-assimilation-enkf"

StevePny/DataAssimBench

Benchmarking tools for applying AI/ML to data assimilation

Language: Python - Size: 856 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 15 - Forks: 1

yvesantonio/Data_Assimilation

Advanced Data Assimilation Algorithms and Methods

Language: MATLAB - Size: 1.04 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

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

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

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

envfluids/MEDIDA

MEDIDA: Model Error Discovery with Interpretability and Data Assimilation

Language: Python - Size: 491 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

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.

Language: Python - Size: 297 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

Related Topics
data-assimilation 4 kalman-filter 3 machine-learning 2 ensemble-kalman-filter 2 regression 1 forecasting-models 1 lorenz-attractor 1 predictive-modeling 1 quasi-geostrophic 1 recurrent-neural-networks 1 training-data 1 data-fusion 1 extended-kalman-filter 1 extended-kalman-filters 1 online-learning 1 online-learning-algorithms 1 particle-filter 1 particle-filtering 1 particle-filters 1 time-series 1 time-series-analysis 1 time-series-forecasting 1 time-series-prediction 1 unscented-kalman-filter 1 unscented-kalman-filtering 1 rvm 1 sindy 1 data-analysis 1 data-analytics 1 data-processing 1 data-science 1 ensemble-kalman-inversion 1 ensemble-learning 1 ensemble-models 1 ensemble-prediction 1 kalman-estimator 1 model-driven-development 1 model-identification 1 model-selection 1 variational-inference 1 variational-method 1 variational-monte-carlo 1 4d-var 1 artificial-intelligence 1 era5 1