Search Results for author: Scott T. M. Dawson

Found 2 papers, 1 papers with code

$β$-Variational autoencoders and transformers for reduced-order modelling of fluid flows

no code implementations • 7 Apr 2023 • Alberto Solera-Rico, Carlos Sanmiguel Vila, M. A. Gómez, Yuning Wang, Abdulrahman Almashjary, Scott T. M. Dawson, Ricardo Vinuesa

Variational autoencoder (VAE) architectures have the potential to develop reduced-order models (ROMs) for chaotic fluid flows.

Weather Forecasting

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Modal Analysis of Fluid Flows: An Overview

3 code implementations • 5 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

4

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