195 citations · 652 across the 13 of their papers we have counts for
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physics.flu-dyn2022★ 1 cited
Multiscale model reduction for incompressible flows
Jared L. Callaham, Jean-Christophe Loiseau, Steven L. Brunton
Many unsteady flows exhibiting complex dynamics are nevertheless characterized by emergent large-scale coherence in space and time. Reduced-order models based on Galerkin projectio…
cs.LG2022★ 3 cited
Dimensionally Consistent Learning with Buckingham Pi
Joseph Bakarji, Jared Callaham, Steven L. Brunton +1
In the absence of governing equations, dimensional analysis is a robust technique for extracting insights and finding symmetries in physical systems. Given measurement variables an…