lorenz96

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CA-JunPark / KalmanFilters

5 types of Kalman Filters and examples.

graph examples plot data-assimilation enkf ekf kalman-filter lorenz-attractor lorenz63 plotting-in-python letkf ensemble-kalman-filter etkf lorenz96 extened-kalman-filter ensemble-transform-kalman-filter local-ensemble-transform-kalman-filter

Updated Jun 26, 2023
Python

ilanbruski / lorenz96-closure

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Learning the unresolved-scale closure of two-scale Lorenz '96 - the RANS/URANS averaging operation. Offline skill is a weak proxy for online skill.

deep-learning chaos computational-physics dynamical-systems jax scientific-machine-learning lorenz96 closure-modeling turbulence-modeling subgrid-parameterization

Updated Aug 2, 2026
Python

rspence821505 / Data-Consistent-Filtering

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Code and reproducibility package for "A Data-Consistent Approach to Ensemble Filtering" (arXiv:2605.11282). Implements the QPCA-EnDCF ensemble filter, with Lorenz-96 and shallow-water experiments and scripts that regenerate every figure in the paper.

python reproducibility data-assimilation uncertainty-quantification inverse-problems shallow-water-equations ensemble-kalman-filter lorenz96 data-consistent-inversion