Daniel Grillmeyer

Research Interests

• Self-aware Computing Systems and Self-adaptive Systems
• Predictive Maintenance and Critical Event Prediction
• Industry 4.0 and Logistics
• Internet of Things (IoT) and Cyber-physical Systems

Teaching

Ongoing Activities:

• Coordination of the exercises on the lecture "Grundlagen der Programmierung (GDP)" by Prof. Samuel Kounev, University of Würzburg (WS23/24 and WS24/25)
• Supervision of Bachelor theses and a SE Seminar Topic

Open Topics

(Bachelor/Master/Praktikum) Anwendung von Deep Learning im Bereich Predictive Maintenance

(Bachelor/Master/Praktikum) Systematic Review of Best Practices and Common Pitfalls in Training and Validating Deep Learning Models for Predictive Maintenance and Critical Event Prediction in Industry 4.0

(Bachelor) Leakage and the Reproducibility Crisis in ML-based Predictive Maintenance Research: A Systematic Review

(Sub-)Reviewer Activities

• International Conference on Performance Engineering (ICPE) 2024 and 2025

Curriculum Vitae / Resume

since October 2023	Doctoral reseacher at the Chair of Software Engineering (Informatik II) headed by Prof. Samuel Kounev, University of Würzburg
March 2021 - August 2023	Student research assistant at the Data Science Chair (Informatik X) headed by Prof. Andreas Hotho, University of Würzburg
April 2021 - September 2023	Master of Computer Science at the University of Würzburg, Germany
October 2016-  September 2020	Bachelor of Science in Physics at the University of Würzburg, Germany

Last update: August 2024