Modal analysis of fluid flows: An overview K Taira, SL Brunton, STM Dawson, CW Rowley, T Colonius, BJ McKeon, ... AIAA Journal, 4013-4041, 2017 | 1590 | 2017 |
Model reduction for flow analysis and control CW Rowley, STM Dawson Annual Review of Fluid Mechanics 49, 387-417, 2017 | 708 | 2017 |
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 | 477 | 2020 |
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 | 349 | 2016 |
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 | 166 | 2016 |
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 | 81 | 2014 |
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 | 62 | 2018 |
Data-driven cardiovascular flow modelling: examples and opportunities A Arzani, STM Dawson Journal of the Royal Society Interface 18 (175), 20200802, 2021 | 53 | 2021 |
Parameter-varying aerodynamics models for aggressive pitching-response prediction MS Hemati, STM Dawson, CW Rowley AIAA journal 55 (3), 693-701, 2017 | 44 | 2017 |
Data-driven pulsatile blood flow physics with dynamic mode decomposition M Habibi, STM Dawson, A Arzani Fluids 5 (3), 111, 2020 | 39 | 2020 |
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 | 37 | 2015 |
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 | 31 | 2021 |
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 | 28 | 2020 |
Resolvent-based study of compressibility effects on supersonic turbulent boundary layers HJ Bae, STM Dawson, BJ McKeon Journal of Fluid Mechanics 883, A29, 2020 | 28 | 2020 |
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 | 25 | 2022 |
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 | 22 | 2024 |
A database for reduced-complexity modeling of fluid flows A Towne, STM Dawson, GA Brès, A Lozano-Durán, T Saxton-Fox, ... AIAA journal 61 (7), 2867-2892, 2023 | 22 | 2023 |
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 | 19 | 2020 |
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 | 18 | 2022 |
On the shape of resolvent modes in wall-bounded turbulence S Dawson, BJ McKeon Journal of Fluid Mechanics 877, 682-716, 2019 | 17 | 2019 |