113 citations · 456 across the 21 of their papers we have counts for
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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…
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…
Model-free control framework for multi-limb soft robots
Vishesh Vikas, Piyush Grover, Barry Trimmer
The deformable and continuum nature of soft robots promises versatility and adaptability. However, control of modular, multi-limbed soft robots for terrestrial locomotion is challe…