Benchmarking tools for applying AI/ML to data assimilation
Advanced Data Assimilation Algorithms and Methods
MEDIDA: Model Error Discovery with Interpretability and Data Assimilation
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.
Experiments for online learning and data assimilation for time series data.
Mechanical Engineering, Atmospheric & Climate Scientist | Specially Appointed Researcher, Chiba University, Japan
playing around with some maths and code. warning: this mathematics is completely un-peer reviewed and not based of existing models or frameworks. Do not take my word for anything in these documents as true as I have not proved propositions. However the code provides some empirical evidence
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