Publications

Sparse sensor placement optimization for classification	B. W. Brunton, S. L. Brunton, J. L. Proctor, and J. N. Kutz SIAM Journal on Applied Mathematics, 76(5):2099–2122, 2016
Discovering governing equations from data: Sparse identification of nonlinear dynamical systems	S. L. Brunton, J. L. Proctor, and J. N. Kutz Proceedings of the National Academy of Sciences, 113(15):3932-3937, 2016
Network Structure of Two-Dimensional Isotropic Turbulence	K. Taira, A. G. Nair, and S. L. Brunton Journal of Fluid Mechanics, 795(R2):1–11, 2016
Finite-time Lyapunov exponents for inertial particles in an unsteady fluidsentations of nonlinear dynamical systems for control	S. Madhavan, S. L. Brunton, and J. J. Riley Physical Review E, 93:033108, 2016
Closed-loop turbulence control: Progress and challenges	S. L. Brunton and B. R. Noack Applied Mechanics Reviews, 67(5):050801-1–050801-48, 2015
Generalizing dynamic mode decomposition to a larger class of datasets	J. H. Tu, C. W. Rowley, D. M. Luchtenburg, S. L. Brunton, and J. N. Kutz Journal of Computational Dynamics, 1(2):391–421, 2014
Long-time uncertainty propagation using generalized polynomial chaos and flow map composition	D. M. Luchtenburg, S. L. Brunton, and C. W. Rowley Journal of Computational Physics, 274:783–802, 2014
State-space identification of reduced-order unsteady aerodynamic models for feedback control	S. L. Brunton, S. T. M. Dawson, and C. W. Rowley Journal of Fluids and Structures, 50:253–270, 2014
Reduced-order unsteady aerodynamic models at low Reynolds numbers	S. L. Brunton, C. W. Rowley, and D. R. Williams Journal of Fluid Mechanics, 724:203–233, 2013
Fast computation of finite-time Lyapunov exponent fields for unsteady flows	S. L. Brunton and C. W. Rowley Chaos 20, 017503, 2010