42 citations · 141 across the 10 of their papers we have counts for
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stat.ME2023★ 7 cited
Filtering Dynamical Systems Using Observations of Statistics
Eviatar Bach, Tim Colonius, Isabel Scherl +1
We consider the problem of filtering dynamical systems, possibly stochastic, using observations of statistics. Thus, the computational task is to estimate a time-evolving density $…
stat.ME2022★ 42 cited
A multi-model ensemble Kalman filter for data assimilation and forecasting
Eviatar Bach, Michael Ghil
Data assimilation (DA) aims to optimally combine model forecasts and observations that are both partial and noisy. Multi-model DA generalizes the variational or Bayesian formulatio…