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math.NA2017★ 7 cited
Balanced data assimilation for highly-oscillatory mechanical systems
Gottfried Hastermann, Maria Reinhardt, Rupert Klein +1
Data assimilation algorithms are used to estimate the states of a dynamical system using partial and noisy observations. The ensemble Kalman filter has become a popular data assimi…
math.NA2015★ 3 cited
A hybrid ensemble transform filter for nonlinear and spatially extended dynamical systems
Nawinda Chustagulprom, Sebastian Reich, Maria Reinhardt
Data assimilation is the task to combine evolution models and observational data in order to produce reliable predictions. In this paper, we focus on ensemble-based recursive data…