Search Results for author: Tim Colonius

Found 11 papers, 8 papers with code

QBMMlib: A library of quadrature-based moment methods

1 code implementation12 Aug 2020 Spencer H. Bryngelson, Tim Colonius, Rodney O. Fox

QBMMlib is an open source Mathematica package of quadrature-based moment methods and their algorithms.

Computational Physics Fluid Dynamics

Lift Coefficient Estimation for a Rapidly Pitching Airfoil

no code implementations4 May 2020 Xuanhong An, David R. Williams, Jeff D. Eldredge, Tim Colonius

The error of lift coefficient estimates based only on a weighted-sum of the measured pressures are found to be noisy and biased, which leads to inaccurate estimates.

Fluid Dynamics

FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations

1 code implementation7 Feb 2020 Ben Stevens, Tim Colonius

In this work, we present a machine learning approach for reducing the error when numerically solving time-dependent partial differential equations (PDE).

Enhancement of shock-capturing methods via machine learning

no code implementations6 Feb 2020 Ben Stevens, Tim Colonius

Because data can be used to learn nonlinear relationships, we train a neural network to improve the results of a fifth-order WENO method.

BIG-bench Machine Learning

Simulation of humpback whale bubble-net feeding models

1 code implementation25 Sep 2019 Spencer H. Bryngelson, Tim Colonius

The acoustic wave behaviors in the spiral interior vary qualitatively with the vocalization frequency and net void fraction.

Fluid Dynamics

MFC: An open-source high-order multi-component, multi-phase, and multi-scale compressible flow solver

1 code implementation24 Jul 2019 Spencer H. Bryngelson, Kevin Schmidmayer, Vedran Coralic, Jomela C. Meng, Kazuki Maeda, Tim Colonius

MFC is an open-source tool for solving multi-component, multi-phase, and bubbly compressible flows.

Computational Physics Fluid Dynamics 76T10, 76T30, 76N15

An assessment of multicomponent flow models and interface capturing schemes for spherical bubble dynamics

1 code implementation19 Mar 2019 Kevin Schmidmayer, Spencer H. Bryngelson, Tim Colonius

We demonstrate the inadequacy of the traditional 5-equation model of Allaire et al. [1] for spherical bubble collapse problems and explain the corresponding advantages of the augmented model of Kapila et al. [2] for representing this phenomenon.

Fluid Dynamics Computational Physics

Spectral analysis of jet turbulence

1 code implementation16 Nov 2017 Oliver T. Schmidt, Aaron Towne, Georgios Rigas, Tim Colonius, Guillaume A. Brès

Over a range of low frequencies and the first few azimuthal mode numbers, these jets exhibit a low-rank response characterized by Kelvin-Helmholtz (KH) type wavepackets associated with the annular shear layer up to the end of the potential core and that are excited by forcing in the very-near-nozzle shear layer.

Fluid Dynamics

Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis

1 code implementation15 Aug 2017 Aaron Towne, Oliver T. Schmidt, Tim Colonius

We also establish a relationship between SPOD and dynamic mode decomposition (DMD); we show that SPOD modes are in fact optimally averaged DMD modes obtained from an ensemble DMD problem for stationary flows.

Fluid Dynamics

Modal Analysis of Fluid Flows: An Overview

3 code implementations5 Feb 2017 Kunihiko Taira, Steven L. Brunton, Scott T. M. Dawson, Clarence W. Rowley, Tim Colonius, Beverley J. McKeon, Oliver T. Schmidt, Stanislav Gordeyev, Vassilios Theofilis, Lawrence S. Ukeiley

Simple aerodynamic configurations under even modest conditions can exhibit complex flows with a wide range of temporal and spatial features.

Fluid Dynamics

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