Academic Staff
Alexander Studt
Profile
I am a PhD student at the TECO research group at the Karlsruhe Institute of Technology (KIT), focusing on machine learning for printed neuromorphic circuits. My research explores how learning algorithms can be adapted to the physical constraints of printed electronics, bridging the gap between artificial intelligence and emerging hardware technologies. Since starting my PhD, I have contributed to several interdisciplinary projects, including ML4Print, MangoTune, and KI-Wasserzeichensuche, among others. Beyond my core research, I am fascinated by mathematical questions in machine learning and enjoy exploring how ML concepts can be applied to strategic reasoning in card games.
Short CV
- Since 2022 Research associate / Ph.D. candidate in Computer Science at TECO
- 2022 Master’s Degree in Artificial Intelligence and Deep Learning from the University of Alcalá
- 2020 Master’s Degree in Theoretical and Mathematical Physics from LMU/TUM
- 2016 Bachelor’s Degree in Physics from the University of Bremen
Previous Projects
- ML4Print
- ARCTUS (EUHUBS4DATA)
- MangoTune
- Fresh Satellites
- KI-Wasserzeichensuche
Research Interests
- Printed Neuromorphic Circuits
- Optimization Techniques
Projects
FFPlus
In the FFLPlus project we aim to us a multimodal generative AI framework for metadata extraction from 2D CAD drawings. It leverages large vision–language models to interpret complex engineering layouts and automatically retrieve structured information, enabling scalable, secure, and efficient data management across manufacturing and construction workflows.
HammerHAI
HammerHAI is a European initiative led by HLRS and partners that provides secure, scalable AI and HPC resources for industry and research. As part of the EuroHPC “AI Factories,” it makes compliant AI technologies accessible and supports innovation through consulting, training, and ready-to-use tools.
Topic Areas
Publications
Gheshlaghi, T.; Studt, A.; Pal, P.; Moussa, D. A.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2026. 2026 Design, Automation & Test in Europe Conference (DATE), 1–3, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE69613.2026.11539586
Pal, P.; Studt, A.; Gheshlaghi, T.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2025. 44th ACM/IEEE International Conference on Computer Aided Design (ICCAD 2025), Institute of Electrical and Electronics Engineers (IEEE)
Gheshlaghi, T.; Pal, P.; Studt, A.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2025. 30th IEEE European Test Symposium (ETS ’25), 6 S., Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETS63895.2025.11049604