Nathan Kutz

发表

Sparse Identification of Nonlinear Dynamics (SINDy)

Steven L. Brunton, Joshua L. Proctor, Nathan Kutz, 2016 .

Characterizing flow around a cylinder with compressive sensing and machine learning

Nathan Kutz, 2013 .

Nonlinear dynamic estimation with sparse sensors

Steven L. Brunton, Nathan Kutz, Jonathan H. Tu, 2013 .

Author response for "Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning"

Kurt E. Weaver, Bingni W. Brunton, Rajesh P. N. Rao, 2020 .

Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning

Rajesh P. N. Rao, Bingni W. Brunton, Rajesh P N Rao, 2020, Journal of neural engineering.

Koopman operator theory: Past, present, and future

Steven L. Brunton, Eurika Kaiser, Nathan Kutz, 2017 .

Identifying coarse-grained PDE models from data with the sparse identification of nonlinear dynamics

Steven L. Brunton, Eurika Kaiser, Nathan Kutz, 2019 .

Spectral Methods for Time Series Prediction with Application to Fluid Flows

Steven L. Brunton, Henning Lange, Nathan Kutz, 2019 .

Light Bullet Creation, Routing, and Control with Pl anar Waveguide Arrays

Nathan Kutz, Matthew O. WilliamsColin, W. McGrath, 2010 .

Greedy sensor placement with cost constraints and noise

Steven L. Brunton, Nathan Kutz, Travis Askham, 2019 .

Deeptime: a Python library for machine learning dynamical models from time series data

Frank Noé, Stefan Klus, Andreas Mardt, 2021, Mach. Learn. Sci. Technol..

The Evans function for nonlocal equations

Todd Kapitula, Björn Sandstede, Nathan Kutz, 2004 .