91 citations · 164 across the 7 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.DS2021★ 3 cited
Physics-informed dynamic mode decomposition (piDMD)
Peter J. Baddoo, Benjamin Herrmann, Beverley J. McKeon +2
In this work, we demonstrate how physical principles -- such as symmetries, invariances, and conservation laws -- can be integrated into the dynamic mode decomposition (DMD). DMD i…
physics.flu-dyn2021★ 69 cited
Kernel Learning for Robust Dynamic Mode Decomposition: Linear and Nonlinear Disambiguation Optimization (LANDO)
Peter J. Baddoo, Benjamin Herrmann, Beverley J. McKeon +1
Research in modern data-driven dynamical systems is typically focused on the three key challenges of high dimensionality, unknown dynamics, and nonlinearity. The dynamic mode decom…