91 citations · 226 across the 11 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
physics.flu-dyn2022★ 23 cited
Trajectory-optimized cluster-based network model for the sphere wake
Chang Hou, Nan Deng, Bernd R. Noack
We propose a novel trajectory-optimized Cluster-based Network Model (tCNM) for nonlinear model order reduction from time-resolved data following Li et al. ["Cluster-based network m…
physics.flu-dyn2022★ 41 cited
From snapshots to manifolds - A tale of shear flows
Ehsan Farzamnik, Andrea Ianiro, Stefano Discetti +4
We propose a novel non-linear manifold learning from snapshot data and demonstrate its superiority over Proper Orthogonal Decomposition (POD) for shedding-dominated shear flows. Ke…