Scott Dawson

Illinois Institute of Technology

United States

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Articles (18)

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2025

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2024

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2024

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2024

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2024

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2023

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2022

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2022

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2022

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2021

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2021

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2021

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2021

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2020

Collaborators (6)

Xiaowei He

University of Utah

UNITED STATES

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Beverley McKeon

Professor

Stanford University

UNITED STATES

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Ricardo Vinuesa

KTH Royal Institute of Technology

SWEDEN

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Amirhossein Arzani

Assistant Professor

University of Utah

UNITED STATES

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Yuning Wang

KTH Royal Institute of Technology

SWEDEN

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CARLOS SANMIGUEL VILA

Profesor Asociado

Universidad Carlos III de Madrid

SPAIN

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Scott Dawson

Research Interests

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Articles (18)

Transient growth and nonlinear breakdown of wavelet-based resolvent modes in turbulent channel flow

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

Neural networks in feedback for flow analysis and control

Sparse space–time resolvent analysis for statistically stationary and time-varying flows

Wavelet-based resolvent analysis of non-stationary flows

Backpropagation of neural network dynamical models applied to flow control

Interpolatory input and output projections for flow control

Galerkin spectral estimation of vortex-dominated wake flows

A Database for Reduced-Complexity Modeling of Fluid Flows

Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling

Exploring the potential of hydrogen in decarbonizing China's light-duty vehicle market

Transverse gust generation in a wind tunnel: a suction-driven approach

Improved Approximations to Wagner Function Using Sparse Identification of Nonlinear Dynamics

Integrating multi-fidelity blood flow data with reduced-order data assimilation

Unsteady dynamics in the streamwise-oscillating cylinder wake for forcing frequencies below lock-on

Modeling the Flow State Sensitivity of Actuation Response on a Stalled Airfoil

Data-driven cardiovascular flow modelling: examples and opportunities

Control of instability by injection rate oscillations in a radial Hele-Shaw cell

Collaborators (6)

Xiaowei He

Beverley McKeon

Ricardo Vinuesa

Amirhossein Arzani

Yuning Wang

CARLOS SANMIGUEL VILA

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