Steven L. Brunton, Ph.D.
Affiliations: | 2012 | Mechanical and Aerospace Engineering | Princeton University, Princeton, NJ |
Area:
Aerospace EngineeringGoogle:
"Steven Brunton"Parents
Sign in to add mentor| Clarence W. Rowley | grad student | 2012 | Princeton | |
| (Unsteady aerodynamic models for agile flight at low Reynolds numbers.) | ||||
Children
Sign in to add trainee| Krithika Manohar | grad student | 2013- | University of Washington (MathTree) |
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Publications
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| Erichson NB, Mathelin L, Yao Z, et al. (2020) Shallow neural networks for fluid flow reconstruction with limited sensors. Proceedings. Mathematical, Physical, and Engineering Sciences. 476: 20200097 |
| Taira K, Hemati MS, Brunton SL, et al. (2020) Modal Analysis of Fluid Flows: Applications and Outlook Aiaa Journal. 58: 998-1022 |
| Bai Z, Kaiser E, Proctor JL, et al. (2020) Dynamic Mode Decomposition for Compressive System Identification Aiaa Journal. 58: 561-574 |
| Brunton SL, Noack BR, Koumoutsakos P. (2020) Machine Learning for Fluid Mechanics Annual Review of Fluid Mechanics. 52: 477-508 |
| Erichson NB, Zheng P, Manohar K, et al. (2020) Sparse Principal Component Analysis via Variable Projection Siam Journal On Applied Mathematics. 80: 977-1002 |
| Champion KP, Zheng P, Aravkin AY, et al. (2020) A unified sparse optimization framework to learn parsimonious physics-informed models from data Ieee Access. 1-1 |
| Nair AG, Strom B, Brunton BW, et al. (2020) Phase-consistent dynamic mode decomposition from multiple overlapping spatial domains Physical Review Fluids. 5 |
| Erichson NB, Mathelin L, Yao Z, et al. (2020) Shallow neural networks for fluid flow reconstruction with limited sensors Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences. 476: 20200097 |
| Fonzi N, Brunton SL, Fasel U. (2020) Data-driven nonlinear aeroelastic models of morphing wings for control Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences. 476: 20200079 |
| Kaptanoglu AA, Morgan KD, Hansen CJ, et al. (2020) Characterizing magnetized plasmas with dynamic mode decomposition Physics of Plasmas. 27: 032108 |