J. Nathan Kutz

Data-driven discovery of Koopman eigenfunctions for control

Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton · Machine Learning Science and Technology · 2021 · 99 citations · Full text

Nonlinear Control, Nonlinear System Identification, Reduced Order Modeling +11

Arousal as a universal embedding for spatiotemporal brain dynamics

Ryan V. Raut, Zachary P. Rosenthal, Xiaodan Wang et al. · 2023 · 21 citations · Full text

Neural Recoding, Affective Neuroscience, Neural Systems +22

Neural Activity Measures and Their Dynamics

Eli Shlizerman, Konrad Schröder, J. Nathan Kutz · SIAM Journal on Applied Mathematics · 2012 · 19 citations

Neural Mechanism, Neurodynamics, Computational Neuroscience +13

Greedy Sensor and Actuator Placement Using Balanced Model Reduction

Krithika Manohar, J. Nathan Kutz, Steven L. Brunton · Bulletin of the American Physical Society · 2018 · 18 citations

Shallow Learning for Fluid Flow Reconstruction with Limited Sensors and Limited Data.

N. Benjamin Erichson, Lionel Mathelin, Zhewei Yao et al. · arXiv (Cornell University) · 2019 · 17 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +18