M.Sc.

Aymen Gannouni

Forschungsgruppenleiter

Bced04B9Eb0F8Aa81470676A810Fdf24
Room
D 2.26
Phone
+49 241 80 91139
Write E-Mail
Mr. Gannouni is since January 2020 a research associate at the chair of Information Management in Mechanical Engineering. He leads the research group Production Enhancing Technologies within the department Data Intelligence. Beforehand, he studied computer science with minor in business administration in Bachelors and Masters at the RWTH Aachen University. He also studied at the EPF Lausanne during an exchange term with focus on Data Science. In his Masters thesis, he studied the usability of Artificial Intelligence in Production Planning and Control, particularly solving combinatorial optimization problems using Deep Reinforcement Learning, also known as Neural Combinatorial Optimization. Mr. Gannouni works on different digitalization projects of Industry 4.0 (e.g. construction sites, tunnel boring, textile manufacturing, plastic processing, battery cell manufacturing). Moreover, he is a research member of the Cluster of Excellence Internet of Production at the RWTH Aachen University, where he studies Digital Shadows in production. His research interests include among others, Reinforcement Learning, Data Science, Operations Research, Digital Shadows, and Industry 4.0.

Recent Publications

Jungnickel, Robert; Gannouni, Aymen; Abdelrazeq, Anas; Isenhardt, Ingrid
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2022, IEEE, Italy, Rome, pp. 1-5
2022
Gannouni, Aymen; Otte, Thomas; Zhou, Hans; Hosan, Arif; Odenthal, Jonas; Abdelrazeq, Anas; Neumann, Stephan; Jacobs, Georg; Hees, Frank
2022 2nd International Conference on Computing and Machine Intelligence (ICMI)
2022
Zhou, Hans; Gannouni, Aymen; Bazazo, Tala; Tröndle, Johannes; Abdelrazeq, Anas; Hees, Frank
Intelligent Data Engineering and Automated Learning - IDEAL 2022, Springer, Manchester, pp. 122-133
2022
Rath, Michael; Gannouni, Aymen; Kreutzer, Dennis; Müller, Kai; Thiel, Jan; Granich, Dominik; Gries, Thomas
2021
Zhou, Hans; Gannouni, Aymen; Gentz, Christian; Tröndle, Johannes; Neumann, Stephan; Abdelrazeq, Anas; Jacobs, Georg; Hees, Frank
14th International Symposium on Computational Intelligence and Design (ISCID), IEEE, Hangzhou
2021