This repository was used in the publication
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.
Available filters:
- EnKF
- EnSRKF
- Regularized bias-aware EnKF
Available models:
- Rijke tube (dimensional with Galerkin discretisation)
- Van der Pol
Available bias estimator:
- Echo State Network
- NoBias