activity
20172023
most citedSpectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis

1.4k citations · 2.4k across the 22 of their papers we have counts for

collaborators

22 papers

physics.flu-dyn2023

Wave reflections and resonance in a Mach 0.9 turbulent jet

Robin Prinja, Eduardo Martini, Peter Jordan +2

This work aims to provide a more complete understanding of the resonance mechanisms that occur in turbulent jets at high subsonic Mach number, as shown by Towne et al. (J. Fluid Me…

physics.flu-dyn2023

Beyond optimal disturbances: a statistical framework for transient growth

Peter Frame, Aaron Towne

The theory of transient growth describes how linear mechanisms can cause temporary amplification of disturbances even when the linearized system is asymptotically stable as defined…

physics.flu-dyn2022★ 21 cited

An empirical model of noise sources in subsonic jets

Ugur Karban, Benjamin Bugeat, Aaron Towne +3

Modelling the noise emitted by turbulent jets is made difficult by their acoustic inefficiency: only a tiny fraction of the near-field turbulent kinetic energy is propagated to the…

physics.flu-dyn2022★ 1 cited

A Database for Reduced-Complexity Modeling of Fluid Flows

Aaron Towne, Scott T. M. Dawson, Guillaume A. Brès +8

We present a publicly accessible database designed to aid in the conception, training, demonstration, evaluation, and comparison of reduced-complexity models for fluid mechanics. A…

math.DS2022

Space-time POD and the Hankel matrix

Peter Frame, Aaron Towne

Time-delay embedding is an increasingly popular starting point for data-driven reduced-order modeling efforts. In particular, the singular value decomposition (SVD) of a block Hank…

physics.flu-dyn2022★ 7 cited

Solutions to aliasing in time-resolved flow data

Ugur Karban, Eduardo Martini, Peter Jordan +2

Avoiding aliasing in time-resolved flow data obtained through high fidelity simulations while keeping the computational and storage costs at acceptable levels is often a challenge.…