Dr. rer. nat. Joscha Grüger

Address:

Universität Trier
Professur für Wirtschaftsinformatik II
D-54286 Trier

List of publications:

Research Interests

  • Process Mining
  • Artificial Intelligence
  • Demand-Side Management
  • Energy Forecasting and Optimization
  • Sector Coupling for Integrated Energy Management
  • Healthcare, Clinical Decision Support
  • Synthetic Data
  • Sensor Data/IoT Data
  • Hierarchical Optimization

Scientific and professional background

  • since August 2024: Post-Doc at the University of Trier (Chair: Professorship for Artificial Intelligence and Intelligent Information Systems)
  • July 2024: Completed PhD, defending thesis on Process Mining for Healthcare: Discover beyond Discovery
  • Mai 2024: Co-Founder of aimpera GmbH (aimpera.de)
  • since January 2021: Researcher at the German Research Center for Artificial Intelligence (DFKI)
  • April 2019 - July 2024: Research Assistant at the Chair of Information Systems II, Prof. Dr. Ralph Bergmann, University of Trier
  • October 2015 - March 2019: Master of Science, Computer Science, Trier University of Applied Sciences. Master thesis title: Improving data security in the IHE XDS.b profile.
  • September 2015 - March 2019: Research Assistant, Department of Computer Science, Trier University of Applied Sciences
  • October 2012 - August 2015: Bachelor of Science, Computer Science, Trier University of Applied Sciences. Title of Bachelor Thesis: Automated Survey of Current Requirements for Computer Scientists on the Job Market.
  • August 2007 - June 2010: Dual training as IT specialist for application development, Center for Information, Media and Communication Technology (ZIMK), University of Trier

Theses Topics

I focus on process mining, data mining, and AI in healthcare, as well as advanced energy management topics like demand-side management optimization and dynamic energy forecasting. These areas, including innovations in energy process control and sector coupling, are integrated into current research to contribute meaningfully to both healthcare and energy optimization.