Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression. - Julien Gout; Markus Quade; Kamran Shafi; Robert K. Niven; Markus Abel (CoRR, 2016)

Glyph: Symbolic Regression Tools. - Markus Quade; Julien Gout; Markus Abel (CoRR, 2018)

Symbolic regression for identification, prediction, and control of dynamical systems (Symbolische Regression zur Identifikation, Vorhersage und Regelung dynamischer Systeme) - Markus Quade (2018)

Explainable Machine Learning Control - robust control and stability analysis. - Markus Quade; Thomas Isele; Markus Abel (CoRR, 2020)

PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data. - Brian de Silva; Kathleen P. Champion; Markus Quade; Jean-Christophe Loiseau; J. Nathan Kutz; Steven L. Brunton (J. Open Source Softw., 2020)

Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures. - Thomas Seidler; Fabian Emmerich; Kristian Ehlert; Rico Berner; Oliver Nagel-Kanzler; Norbert Schultz; Markus Quade; Martin G. Schultz; Markus Abel (J. Open Source Softw., 2024)