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18 public repositories
matching this topic...
Real time multi-dimensional data modeling with new observations
Updated
May 16, 2018
Pascal
A collection of time-efficient state estimation algorithms for the medium-fidelity WindFarmSimulator (WFSim) control model
Updated
Dec 11, 2018
MATLAB
Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.
Tutorials for variational methods and EnKF with Lorenz 1963 and 1996
Updated
Jun 14, 2022
Python
This repo is work done for fun on trying to apply the parametric Kalman Filter (Pannekoucke et al. 2016) on the sphere for a transport equation.
Updated
Sep 7, 2022
Jupyter Notebook
EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.
Updated
Mar 22, 2023
Fortran
Ensemble-based history matching method with latent-space proxy model for nonlinear forward model and non-Gaussian models.
Updated
Apr 9, 2023
Jupyter Notebook
⌨️ Nino-Ruiz, E.D., & Consuegra Ortega (2023) AMLCS-DA: A data assimilation package in Python for Atmospheric General Circulation Models. SoftwareX, Elsevier, 1– 10. Available from: https://doi.org/10.1016/j.softx.2023.101374
Updated
Apr 19, 2023
Fortran
5 types of Kalman Filters and examples.
Updated
Jun 26, 2023
Python
A companion repository to "A low-rank ensemble Kalman filter for elliptic observations" by Le Provost et al. (2022)
Updated
Aug 13, 2023
Jupyter Notebook
Code used for the paper "A Method for Imaging Energetic Particle Precipitation with Subionospheric VLF Signals"
Updated
Sep 12, 2023
Julia
Data Assimilation Project with the Lorenz63 Model
Updated
Oct 17, 2023
Fortran
the hub for all the computational projects related to NWP, DA, and predictability
Data Assimilation with Python: a Package for Experimental Research
Updated
Aug 15, 2024
Python
Tutorials on data assimilation (DA) and the EnKF
Updated
Sep 24, 2024
Python
EnKF code for DA with large-scale layered geophysical models.
A Python interface to parallel data assimilation framework - pyPDAF
Updated
Oct 10, 2024
Cython
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