151 citations · 367 across the 6 of their papers we have counts for
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math.DS2020★ 34 cited
PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data
Brian M. de Silva, Kathleen Champion, Markus Quade +3
PySINDy is a Python package for the discovery of governing dynamical systems models from data. In particular, PySINDy provides tools for applying the sparse identification of nonli…
cs.LG2020★ 3 cited
Explainable Machine Learning Control -- robust control and stability analysis
Markus Quade, Thomas Isele, Markus Abel
Recently, the term explainable AI became known as an approach to produce models from artificial intelligence which allow interpretation. Since a long time, there are models of symb…