Concepedia
Statistics
Publications
6
Citations
240
H-Index
Active since
2004
Affiliations
University of Washington(Current)
University of Washington Applied Physics Laboratory
Nathan Kutz is an author at University of Washington specializing in engineering, spectral theory, and multiscale modeling.
Top concepts
EngineeringData ScienceSpectral TheoryComputer ScienceMachine LearningMultiscale ModelingAntennaManagementStatisticsForecasting
Publications per year
2004–2022
The Evans function for nonlocal equations
Todd Kapitula, Nathan Kutz, Björn Sandstede · Indiana University Mathematics Journal · 2004 · 78 citations
Spectral Theory, Engineering, Master Mode-locking Model +9
Extremum-seeking control of the beam pattern of a reconfigurable holographic metamaterial antenna
Mikala C. Johnson, Steven L. Brunton, Nathan Kundtz et al. · Journal of the Optical Society of America A · 2015 · 53 citations
Metamaterial Antenna, Engineering, Negative-index Metamaterial +12
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction
Henning Lange, Steven L. Brunton, Nathan Kutz · arXiv (Cornell University) · 2020 · 49 citations · Full text
Spectral Theory, Forecasting Methodology, Engineering +21
Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers
Yuying Liu, Nathan Kutz, Steven L. Brunton · 2021 · 31 citations
Artificial Intelligence, Computational Science, Digital Twins +14
Deeptime: a Python library for machine learning dynamical models from time series data
Moritz Hoffmann, Martin K. Scherer, Tim Hempel et al. · Machine Learning Science and Technology · 2021 · 17 citations · Full text
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