Data Driven Fluid Dynamics

Data Driven Fluid Dynamics

Brunton Lab, University of Washington

This series gives an overview of data driven fluid mechanics.

Follow Steve Brunton:
On Twitter: @eigensteve
On YouTube: @Eigensteve

Speakers
Community
Prof. Steven L. Brunton
Assoc. Prof. Ricardo Vinuesa
Prof. Steve Brunton
Prof Rafael Palacios
Aman Kumar Singh
Prof. Peter Vincent
Dr M. Obeid
Dr Xin Lei
Dr. Neetu Tiwari
Dr. Matteo Giacomini
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Brunton Lab
Brunton Lab
Enhancing Computational Fluid Dynamics with Machine Learning
Aug 2022
Royal Institute of Technology

Enhancing Computational Fluid Dynamics with Machine Learning

Ricardo Vinuesa, Royal Institute of Technology
Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization
Feb 2022
University of Washington

Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization

Steven L. Brunton, University of Washington
Lagrangian Coherent Structures (LCS) in unsteady fluids with Finite Time Lyapunov Exponents (FTLE)
Feb 2022
University of Washington

Lagrangian Coherent Structures (LCS) in unsteady fluids with Finite Time Lyapunov Exponents (FTLE)

Steven L. Brunton, University of Washington
Machine Learning for Computational Fluid Dynamics
Nov 2021
University of Washington

Machine Learning for Computational Fluid Dynamics

Steven L. Brunton, University of Washington
Deep Learning for Turbulence Closure Modeling
May 2021
University of Washington

Deep Learning for Turbulence Closure Modeling

Steven L. Brunton, University of Washington
Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES)
Apr 2021
University of Washington

Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES)

Steven L. Brunton, University of Washington
Turbulence: Reynolds Averaged Navier Stokes (RANS) Equations (Part 2, Momentum Equation)
Apr 2021
University of Washington

Turbulence: Reynolds Averaged Navier Stokes (RANS) Equations (Part 2, Momentum Equation)

Steven L. Brunton, University of Washington
Turbulence: Reynolds Averaged Navier-Stokes (Part 1, Mass Continuity Equation)
Apr 2021
University of Washington

Turbulence: Reynolds Averaged Navier-Stokes (Part 1, Mass Continuity Equation)

Steven L. Brunton, University of Washington
Turbulence is Everywhere! Examples of Turbulence and Canonical Flows
Mar 2021
University of Washington

Turbulence is Everywhere! Examples of Turbulence and Canonical Flows

Steven L. Brunton, University of Washington