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Penalized ensemble Kalman filters for high dimensional non-linear systems
The ensemble Kalman filter (EnKF) is a data assimilation technique that uses an ensemble of models, updated with data, to track the time evolution of a usually non-linear system. It does so by using an empirical approximation to the well-known Kalman filter. However, its performance can suffer when...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971544/ https://www.ncbi.nlm.nih.gov/pubmed/33735201 http://dx.doi.org/10.1371/journal.pone.0248046 |