Markus Lange-Hegermann

Professor Markus Lange-Hegermann is a faculty member at the OWL University of Applied Sciences (TH OWL), holding a chair in Mathematics and Data Science since 2018. He serves as a board member of the Institute for Industrial Information Technology (inIT) and is affiliated with the research group "Mathematik und Datenwissenschaften". His academic focus bridges probabilistic machine learning with industrial applications, emphasizing data-driven modeling and optimization under uncertainties.

• Education: PhD in Algorithmic Differential Algebra (RWTH Aachen, 2014)
• Diploma in Computer Mathematics (RWTH Aachen, 2008)

Research interests include probabilistic machine learning, optimization under uncertainties, and the integration of prior physical knowledge via differential equations into industrial data science workflows. His work often addresses time-dependent processes in industrial contexts, combining algebraic methods with modern machine learning techniques.

Scientific contributions are recognized through awards such as the TH OWL Research Prize (2024) and multiple conference reviewer accolades. He actively participates in academic governance, including roles in professorship search committees and examination boards.

• Theses supervision: Matthias Bitzer (PhD examiner at TU Berlin, 2024)
• Organizational leadership: Founding member of AICOmmunityOWL and Informatics Europe's working group on Data Analysis