Note: this repo is not being maintained. The most recent version which includes tutorials can be found in real-time bias aware DA.
This repository was used in Nóvoa et al. (2023)
Nóvoa, A., Racca, A. & Magri, L. (2023)
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter.
Computer Methods in Applied Mechanics and Engineering, 418, 116502.
Errata:
- The r-EnKF equations (15)-(16) in Nóvoa et al. (2023) have a typo. The equations in this repository are correct. Please, see the Erratum here, which includes the corrected equations as well as a detailed derivation.