Martin Sadric, M.Sc.

Martin Sadric, M.Sc.

  • Karlsruhe Institute of Technology (KIT)
    Institute for Automation and Applied Informatics (IAI)
    Hermann-von-Helmholtz-Platz 1
    76344 Eggenstein-Leopoldshafen
    Fax: +49 721 608 22602
    Building-No.: 445 / 449 / 668

Research Interests

  • Graph Neural Networks/Graph Machine Learning
  • Explainable AI
  • Dynamic Stability of Power Grids

Profiles & Links

LinkedIn, ResearchGate, GoogleScholar

Teaching

  • Data Science and Artificial Intelligence for Energy Systems (Exercises): WS25/26, SS26
  • Research Practice: SS25*, WS25-26*, SS26
  • Artificial Intelligence for Energy Systems (Seminar): WS26-27

Supervised Theses

  • Graph Machine Learning for Dynamic Stability of Power Grids (Master's thesis, completed - May 2026)
  • Uncertainty-Aware Machine Learning for Wind Farm Power Prediction and Control (Master's thesis, co-supervision, completed - May 2026)
  • Graph Machine Learning for Cascading Failure Analysis in Power Grids (Bachelor's thesis, completed - March 2026)

I supervise theses and student projects whenever there is a good match between your interests and mine. Feel free to reach out. See the announcement.

Publications


2026
Assessing Explanations of Graph Neural Networks for Dynamic Stability Assessment of Power Grids
Sadric, M.; Pütz, S.; Nauck, C.; Hagenmeyer, V.; Hellmann, F.; Schäfer, B.
2026. Proceedings of the 2026 ACM Sustainability Week, 183–199, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815508
Toward Explainable GNN-Based Dynamic Stability Assessment via Joint Feature Attribution
Sadric, M.; Schäfer, B.
2026. Proceedings of the 2026 ACM Sustainability Week, 530–531, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815370
2025
Potential for damage to fruits during transport through cross-section constrictions
Marquardt, J. E.; Eysel, B.; Sadric, M.; Rauh, C.; Krause, M. J.
2025. Journal of Food Engineering, 392, 112473. doi:10.1016/j.jfoodeng.2025.112473