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20192021
most citedPySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data

34 citations · 54 across the 3 of their papers we have counts for

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2 papers · 1 filter

eess.SY2023

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.SY2020★ 19 cited

Physics-informed machine learning for sensor fault detection with flight test data

Brian M. de Silva, Jared Callaham, Jonathan Jonker +7

We develop data-driven algorithms to fully automate sensor fault detection in systems governed by underlying physics. The proposed machine learning method uses a time series of typ…