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PyKoopman: Linearizing Chaos with Data
Steve Brunton - Discovering interpretable and generalizable dynamical systems from data
Data-Driven Averaging of Dynamical Systems | Video Abstracts
DDPS | Data-driven modeling of dynamical systems: A systems theoretic perspective
Safe Data-Driven Model Predictive Control of Systems With Complex Dynamics
Data-driven Discovery of Closure Models
Book review by Jitkomut: Data-Driven Science and Engineering by Kutz and Brunton
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Last Updated: September 30, 2026
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Summary
As experimental datasets grow larger and computational power continues to soar, a new generation of tools is reshaping how we ... This is an introductory video for my class on This video provides a high-level overview of this new series on Paper: PyKoopman: A Python Package for Talk given at the University of Washington on 6/6/19 for the Physics Informed Machine Learning Workshop. Hosted by Nathan ... Multiscale phenomena that evolve on multiple distinct timescales are prevalent throughout the sciences. It is often the case that ... Description: In this talk, we will investigate various approaches to modeling Imagine a robot chef that understands complex A short review (in Thai) on the
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