447 citations · 3.6k across the 105 of their papers we have counts for
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math.DS2014★ 1 cited
Long-time Asymptotics of the Filtering Distribution for Partially Observed Chaotic Dynamical Systems
D. Sanz-Alonso, A. M. Stuart
The filtering distribution is a time-evolving probability distribution on the state of a dynamical system, given noisy observations. We study the large-time asymptotics of this pro…
math.DS2014★ 32 cited
Controlling Unpredictability with Observations in the Partially Observed Lorenz '96 Model
K. J. H. Law, D. Sanz-Alonso, A. Shukla +1
In the context of filtering chaotic dynamical systems it is well-known that partial observations, if sufficiently informative, can be used to control the inherent uncertainty due t…