Prof. Dr. Maximilian Coblenz

  • Prof. Dr. Maximilian Coblenz

    Maximilian Coblenz is professor for Business Information Systems at the Ludwigshafen Unversity for Business and Society where he teaches Data Science, Analytics, and Big Data. He received his PhD in Statistics from Karlsruhe Institute of Technology in 2018 and worked in various sectors ranging from banking and IT consulting to telecommunication.


Basic Research

  • My research comprises modeling of high-dimensional data with copulas as well as machine learning, particularly neural nets and autoencoders. Moreover, I research application opportunities for copulas in machine learning. Furthermore, I am interested in Statistics, Data Science, simulation, and statistical methods for small samples.

Application related Research

  • To date, I conducted research projects with an application focus to engineering (e.g., hydrology, jet engines). I am generally interested in applications of copulas to any scientific domain.

Special Expertise

  • Basic Research

    • Machine Learning (ML): Representation Learning, Artificial Neural Network (ANN), Unsupervised Learning, Generative Models, Density Estimation

  • Application related Research

    • Smart Assistant Systems: Predictive Analysis, Predictive Maintenance (PM), Digital Twins