115 citations · 519 across the 28 of their papers we have counts for
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math.NA2015★ 3 cited
Data-based stochastic model reduction for the Kuramoto--Sivashinsky equation
Fei Lu, Kevin Lin, Alexandre J. Chorin
The problem of constructing data-based, predictive, reduced models for the Kuramoto-Sivashinsky equation is considered, under circumstances where one has observation data only for…
math.NA2015★ 96 cited
A discrete approach to stochastic parametrization and dimensional reduction in nonlinear dynamics
Alexandre J. Chorin, Fei Lu
Many physical systems are described by nonlinear differential equations that are too complicated to solve in full. A natural way to proceed is to divide the variables into those th…