Numerical Differentiation of Noisy Data: A Unifying Multi-Objective Optimization Framework

by Floris Van Breugel, J. Nathan Kutz, Bingni W. Brunton
Published 2020-01-01

Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control.

by Steven L Brunton, Bingni W Brunton, Joshua L Proctor, J Nathan Kutz
Published 2016-01-01

Chaos as an intermittently forced linear system

by Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, Eurika Kaiser, J. Nathan Kutz
Published 2017-05-01

Distinct effects of prefrontal and parietal cortex inactivations on an accumulation of evidence task in the rat

by Jeffrey C Erlich, Bingni W Brunton, Chunyu A Duan, Timothy D Hanks, Carlos D Brody
Published 2015-04-01

Learning dominant physical processes with data-driven balance models

by Jared L. Callaham, James V. Koch, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
Published 2021-02-01

Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition

by James M. Kunert-Graf, Kristian M. Eschenburg, David J. Galas, J. Nathan Kutz, Swati D. Rane, Bingni W. Brunton
Published 2019-10-01

Anipose: A toolkit for robust markerless 3D pose estimation

by Pierre Karashchuk, Katie L. Rupp, Evyn S. Dickinson, Sarah Walling-Bell, Elischa Sanders, Eiman Azim, Bingni W. Brunton, John C. Tuthill
Published 2021-09-01