833 citations · 1.6k across the 22 of their papers we have counts for
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math.DS2019
Centering Data Improves the Dynamic Mode Decomposition
Seth M. Hirsh, Kameron Decker Harris, J. Nathan Kutz +1
Dynamic mode decomposition (DMD) is a data-driven method that models high-dimensional time series as a sum of spatiotemporal modes, where the temporal modes are constrained by line…
math.DS2011★ 7 cited
Predicting flow reversals in chaotic natural convection using data assimilation
Kameron Decker Harris, El Hassan Ridouane, Darren L. Hitt +1
A simplified model of natural convection, similar to the Lorenz (1963) system, is compared to computational fluid dynamics simulations in order to test data assimilation methods an…