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Scott Dawson
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Modal analysis of fluid flows: An overview
K Taira, SL Brunton, STM Dawson, CW Rowley, T Colonius, BJ McKeon, ...
AIAA Journal, 4013-4041, 2017
17772017
Model reduction for flow analysis and control
CW Rowley, STM Dawson
Annual Review of Fluid Mechanics 49 (1), 387-417, 2017
7752017
Modal analysis of fluid flows: Applications and outlook
K Taira, MS Hemati, SL Brunton, Y Sun, K Duraisamy, S Bagheri, ...
AIAA journal 58 (3), 998-1022, 2020
5302020
Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition
S Dawson, MS Hemati, MO Williams, CW Rowley
Experiments in Fluids 57 (42), 2016
3772016
Extending data-driven Koopman analysis to actuated systems
MO Williams, MS Hemati, STM Dawson, IG Kevrekidis, CW Rowley
IFAC-PapersOnLine 49 (18), 704-709, 2016
1862016
State-space model identification and feedback control of unsteady aerodynamic forces
SL Brunton, STM Dawson, CW Rowley
Journal of Fluids and Structures 50, 253-270, 2014
842014
Non-normality and classification of amplification mechanisms in stability and resolvent analysis
S Symon, K Rosenberg, STM Dawson, BJ McKeon
Physical Review Fluids 3 (5), 053902, 2018
772018
Data-driven cardiovascular flow modelling: examples and opportunities
A Arzani, STM Dawson
Journal of the Royal Society Interface 18 (175), 20200802, 2021
592021
Parameter-varying aerodynamics models for aggressive pitching-response prediction
MS Hemati, STM Dawson, CW Rowley
AIAA journal 55 (3), 693-701, 2017
472017
β-Variational autoencoders and transformers for reduced-order modelling of fluid flows
A Solera-Rico, C Sanmiguel Vila, M Gómez-López, Y Wang, A Almashjary, ...
Nature Communications 15 (1), 1361, 2024
442024
Data-driven pulsatile blood flow physics with dynamic mode decomposition
M Habibi, STM Dawson, A Arzani
Fluids 5 (3), 111, 2020
412020
Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling
H Csala, S Dawson, A Arzani
Physics of Fluids 34 (11), 2022
382022
Integrating multi-fidelity blood flow data with reduced-order data assimilation
M Habibi, RM D'Souza, STM Dawson, A Arzani
Computers in Biology and Medicine 135, 104566, 2021
382021
A data-driven modeling framework for predicting forces and pressures on a rapidly pitching airfoil
ST Dawson, NK Schiavone, CW Rowley, DR Williams
45th AIAA fluid dynamics conference, 2767, 2015
382015
Resolvent-based study of compressibility effects on supersonic turbulent boundary layers
HJ Bae, STM Dawson, BJ McKeon
Journal of Fluid Mechanics 883, A29, 2020
322020
A database for reduced-complexity modeling of fluid flows
A Towne, STM Dawson, GA Brčs, A Lozano-Durán, T Saxton-Fox, ...
AIAA journal 61 (7), 2867-2892, 2023
302023
Evaluating the accuracy of the dynamic mode decomposition
H Zhang, S Dawson, CW Rowley, EA Deem, LN Cattafesta
Journal of Computational Dynamics 7 (1), 35-56, 2020
282020
Exploring the potential of hydrogen in decarbonizing China's light-duty vehicle market
MA Saafi, S Ou, Y Jiang, H Li, X He, Z Lin, Y Gan, Z Lu, STM Dawson
International Journal of Hydrogen Energy 47 (86), 36355-36371, 2022
232022
Control of instability by injection rate oscillations in a radial Hele-Shaw cell
R Arun, STM Dawson, PJ Schmid, A Laskari, BJ McKeon
Physical Review Fluids 5 (12), 123902, 2020
202020
On the shape of resolvent modes in wall-bounded turbulence
S Dawson, BJ McKeon
Journal of Fluid Mechanics 877, 682-716, 2019
192019
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