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Employment (1)

Illinois Institute of Technology: Chicago, ILLINOIS, US

Employment
Source: Self-asserted source
Scott Dawson

Works (29)

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

Journal of Fluid Mechanics
2024-11-25 | Journal article
Contributors: Barbara Lopez-Doriga; Eric Ballouz; H. Jane Bae; Scott T.M. Dawson
Source: check_circle
Crossref

Wavelet-based resolvent analysis of non-stationary flows

Journal of Fluid Mechanics
2024-11-25 | Journal article
Contributors: Eric Ballouz; Barbara Lopez-Doriga; Scott T.M. Dawson; H. Jane Bae
Source: check_circle
Crossref

Neural networks in feedback for flow analysis and control

Physical Review Fluids
2024-06-12 | Journal article
Contributors: Tarcísio C. Déda; William R. Wolf; Scott T. M. Dawson
Source: check_circle
Crossref

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

Nature Communications
2024-02-14 | Journal article
Contributors: Alberto Solera-Rico; Carlos Sanmiguel Vila; Miguel Gómez-López; Yuning Wang; Abdulrahman Almashjary; Scott T. M. Dawson; Ricardo Vinuesa
Source: check_circle
Crossref

Interpolatory input and output projections for flow control

Journal of Fluid Mechanics
2023-09-25 | Journal article
Contributors: Benjamin Herrmann; Peter J. Baddoo; Scott T.M. Dawson; Richard Semaan; Steven L. Brunton; Beverley J. McKeon
Source: check_circle
Crossref

Galerkin spectral estimation of vortex-dominated wake flows

Theoretical and Computational Fluid Dynamics
2023-08-07 | Journal article
Part of ISSN: 0935-4964
Part of ISSN: 1432-2250
Contributors: Katherine J. Asztalos; Abdulrahman Almashjary; Scott T. M. Dawson
Source: Self-asserted source
Scott Dawson

A Database for Reduced-Complexity Modeling of Fluid Flows

AIAA Journal
2023-07 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: Aaron Towne; Scott T. M. Dawson; Guillaume A. Brès; Adrián Lozano-Durán; Theresa Saxton-Fox; Aadhy Parthasarathy; Anya R. Jones; Hulya Biler; Chi-An Yeh; Het D. Patel et al.
Source: Self-asserted source
Scott Dawson

Backpropagation of neural network dynamical models applied to flow control

Theoretical and Computational Fluid Dynamics
2023-02 | Journal article
Part of ISSN: 0935-4964
Part of ISSN: 1432-2250
Contributors: Tarcísio Déda; William R. Wolf; Scott T. M. Dawson
Source: Self-asserted source
Scott Dawson

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

Physics of Fluids
2022-11 | Journal article
Contributors: Hunor Csala; Scott T. M. Dawson; Amirhossein Arzani
Source: check_circle
Crossref

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

International Journal of Hydrogen Energy
2022-10 | Journal article
Contributors: Mohamed Ali Saafi; Shiqi Ou; Yilan Jiang; Hailin Li; Xin He; Zhenhong Lin; Yu Gan; Zifeng Lu; Scott T.M. Dawson
Source: check_circle
Crossref

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

Experiments in Fluids
2022-08 | Journal article
Part of ISSN: 0723-4864
Part of ISSN: 1432-1114
Contributors: Xiaowei He; David R. Williams; Scott T. M. Dawson
Source: Self-asserted source
Scott Dawson

Improved Approximations to Wagner Function Using Sparse Identification of Nonlinear Dynamics

AIAA Journal
2022-03 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: Scott T. M. Dawson; Steven L. Brunton
Source: Self-asserted source
Scott Dawson

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

Computers in Biology and Medicine
2021-08 | Journal article
Part of ISSN: 0010-4825
Contributors: Milad Habibi; Roshan M. D'Souza; Scott T.M. Dawson; Amirhossein Arzani
Source: Self-asserted source
Scott Dawson

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

Physical Review Fluids
2021-07-12 | Journal article
Contributors: Maysam Shamai; Scott T. M. Dawson; Igor Mezić; Beverley J. McKeon
Source: check_circle
Crossref

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

AIAA Journal
2021-04-28 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: Katherine J. Asztalos; Scott T. M. Dawson; David R. Williams
Source: Self-asserted source
Scott Dawson

Data-driven cardiovascular flow modelling: examples and opportunities

Journal of The Royal Society Interface
2021-02 | Journal article
Part of ISSN: 1742-5662
Contributors: Amirhossein Arzani; Scott T. M. Dawson
Source: Self-asserted source
Scott Dawson

Evaluating the accuracy of the dynamic mode decomposition

Journal of Computational Dynamics
2020 | Journal article
Part of ISSN: 2158-2505
Contributors: Hao Zhang; ,Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ 08544, USA; Scott T. M. Dawson; Clarence W. Rowley; Eric A. Deem; Louis N. Cattafesta; ,Graduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA 91125, USA; ,Mechanical Engineering, Florida State University, Tallahassee, FL 32310, USA
Source: Self-asserted source
Scott Dawson

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

Physical Review Fluids
2020-12-17 | Journal article
Contributors: Rahul Arun; Scott T. M. Dawson; Peter J. Schmid; Angeliki Laskari; Beverley J. McKeon
Source: check_circle
Crossref

Prediction of resolvent mode shapes in supersonic turbulent boundary layers

International Journal of Heat and Fluid Flow
2020-10 | Journal article
Part of ISSN: 0142-727X
Contributors: Scott T.M. Dawson; Beverley J. McKeon
Source: Self-asserted source
Scott Dawson

Data-Driven Pulsatile Blood Flow Physics with Dynamic Mode Decomposition

Fluids
2020-07-14 | Journal article
Part of ISSN: 2311-5521
Contributors: Milad Habibi; Scott T. M. Dawson; Amirhossein Arzani
Source: Self-asserted source
Scott Dawson

Modal Analysis of Fluid Flows: Applications and Outlook

AIAA Journal
2020-03 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: Kunihiko Taira; Maziar S. Hemati; Steven L. Brunton; Yiyang Sun; Karthik Duraisamy; Shervin Bagheri; Scott T. M. Dawson; Chi-An Yeh
Source: Self-asserted source
Scott Dawson

Resolvent-based study of compressibility effects on supersonic turbulent boundary layers

Journal of Fluid Mechanics
2020-01-25 | Journal article
Contributors: H. Jane Bae; Scott T. M. Dawson; Beverley J. McKeon
Source: check_circle
Crossref

On the shape of resolvent modes in wall-bounded turbulence

Journal of Fluid Mechanics
2019-10-25 | Journal article
Contributors: Scott T. M. Dawson; Beverley J. McKeon
Source: check_circle
Crossref

Non-normality and classification of amplification mechanisms in stability and resolvent analysis

Physical Review Fluids
2018-05-16 | Journal article
Part of ISSN: 2469-990X
Contributors: Sean Symon; Kevin Rosenberg; Scott T. M. Dawson; Beverley J. McKeon
Source: Self-asserted source
Scott Dawson

Modal Analysis of Fluid Flows: An Overview

AIAA Journal
2017-12 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: 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
Source: Self-asserted source
Scott Dawson

Parameter-Varying Aerodynamics Models for Aggressive Pitching-Response Prediction

AIAA Journal
2017-03 | Journal article
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Contributors: Maziar S. Hemati; Scott T. M. Dawson; Clarence W. Rowley
Source: Self-asserted source
Scott Dawson

Model Reduction for Flow Analysis and Control

Annual Review of Fluid Mechanics
2017-01-03 | Journal article
Part of ISSN: 0066-4189
Part of ISSN: 1545-4479
Contributors: Clarence W. Rowley; Scott T.M. Dawson
Source: Self-asserted source
Scott Dawson

Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition

Experiments in Fluids
2016-03 | Journal article
Part of ISSN: 0723-4864
Part of ISSN: 1432-1114
Contributors: Scott T. M. Dawson; Maziar S. Hemati; Matthew O. Williams; Clarence W. Rowley
Source: Self-asserted source
Scott Dawson

State-space model identification and feedback control of unsteady aerodynamic forces

Journal of Fluids and Structures
2014-10 | Journal article
Part of ISSN: 0889-9746
Contributors: Steven L. Brunton; Scott T.M. Dawson; Clarence W. Rowley
Source: Self-asserted source
Scott Dawson

Peer review (7 reviews for 3 publications/grants)

Review activity for Experiments in fluids. (2)
Review activity for SIAM journal on applied dynamical systems. (3)
Review activity for Theoretical and computational fluid dynamics. (2)