270 citations · 947 across the 25 of their papers we have counts for
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eess.SY2015★ 4 cited
Learning-based Reduced Order Model Stabilization for Partial Differential Equations: Application to the Coupled Burgers Equation
Mouhacine Benosman, Boris Kramer, Petros Boufounos +1
We present results on stabilization for reduced order models (ROM) of partial differential equations using learning. Stabilization is achieved via closure models for ROMs, where we…
math.DS2015★ 91 cited
Sparse sensing and DMD based identification of flow regimes and bifurcations in complex flows
Boris Kramer, Piyush Grover, Petros Boufounos +2
We present a sparse sensing framework based on Dynamic Mode Decomposition (DMD) to identify flow regimes and bifurcations in large-scale thermo-fluid systems. Motivated by real-tim…