Section outline
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Please find here suggested resources adapted to the various subjects. You are free to use them and/or find other resources on your own.
Links:
- Ensemble Kalman filter: https://en.wikipedia.org/wiki/Ensemble_Kalman_filter
- Automatic differentiation:
- https://en.wikipedia.org/wiki/Automatic_differentiation
- http://alexey.radul.name/ideas/2013/introduction-to-automatic-differentiation/
- https://www-sop.inria.fr/tropics/ad/whatisad.html
- Filtering assimilation with non-linear models: https://en.wikipedia.org/wiki/Extended_Kalman_filter
- Particle filters: https://en.wikipedia.org/wiki/Particle_filter
Pdf of tutorials, simple and research articles are below, grouped by subject:
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Ensemble Kalman Filter
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