ADAO - SALOME module for Data Assimilation and Optimization

Data Assimilation with Python: a Package for Experimental Research

Tutorials on data assimilation (DA) and the EnKF

Benchmarking tools for applying AI/ML to data assimilation

Simple Reservoir Simulator and ESMDA

A case study of Stommel two box-model of AMOC using ETKF Data Assimilation with DAPPER.

Python API for Numerical Weather Prediction (NWP) and Data Assimilation Applications

sequential MCMC method for data assimilation

A Python-based Blended sEamLess soLver for Atmospheric dynamics coupled to an ensemble data assimilation engine

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

Cryospheric Monitoring and Prediction Online

This repository is the reproducible code of the paper Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK. This paper has been accepted in the NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning.

Official implementation of Score-based Data Assimilation

dart is a simple dart throwing simulator with random inaccuracies used for prototyping data assimilation and inverse problems

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.

5 types of Kalman Filters and examples.

FlowNet - Data-Driven Reservoir Predictions

Pre- and post-processing for MIKE FM Data Assimilation

An AOT-based algorithm to estimate multiple unknown parameters in the Kuramoto-Saviashinski equation. Source code for the paper "Concurrent Multiparameter Learning Demonstrated on the Kuramoto-Sivashinsky Equation" by Pachev, Whitehead, and McQuarrie.

Estimating observation and model errors in ocean data assimilation