109 citations · 443 across the 45 of their papers we have counts for
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math.DS2013★ 2 cited
Model Error in Data Assimilation
John Harlim
This chapter provides various perspective on an important challenge in data assimilation: model error. While the overall goal is to understand the implication of model error of any…
math.DS2013★ 22 cited
Linear theory for filtering nonlinear multiscale systems with model error
Tyrus Berry, John Harlim
We study filtering of multiscale dynamical systems with model error arising from unresolved smaller scale processes. The analysis assumes continuous-time noisy observations of all…