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[HTML][HTML] Spatial prediction of the turbulent unsteady von Kármán vortex street using echo state networks
The spatial prediction of the turbulent flow of the unsteady von Kármán vortex street behind
a cylinder at Re= 1000 is studied. For this, an echo state network (ESN) with 6000 neurons …
a cylinder at Re= 1000 is studied. For this, an echo state network (ESN) with 6000 neurons …
Relative fluid stretching and rotation for sparse trajectory observations
As most mathematically justifiable Lagrangian coherent structure detection methods rely on
spatial derivatives, their applicability to sparse trajectory data has been limited. For …
spatial derivatives, their applicability to sparse trajectory data has been limited. For …
[PDF][PDF] Lagrangian dynamics in wall-bounded transitional and turbulent flows: Particle tracking and network-based analyses
D Perrone - 2024 - tesidottorato.depositolegale.it
The goal of this Thesis is to combine results from high-resolution numerical simulations with
novel analysis methodologies to shed light on the characterizing processes of wall-bounded …
novel analysis methodologies to shed light on the characterizing processes of wall-bounded …