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data-consistent-inversion

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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
  • Updated Oct 20, 2026
  • Python

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