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eess.SY2023★ 2 cited
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator
Shaowu Pan, Eurika Kaiser, Brian M. de Silva +2
PyKoopman is a Python package for the data-driven approximation of the Koopman operator associated with a dynamical system. The Koopman operator is a principled linear embedding of…
eess.SY2017★ 2 cited
Dynamic mode decomposition for compressive system identification
Zhe Bai, Eurika Kaiser, Joshua L. Proctor +2
Dynamic mode decomposition has emerged as a leading technique to identify spatiotemporal coherent structures from high-dimensional data, benefiting from a strong connection to nonl…