DR. AGNES POKS · TU WIEN
I develop predictive and learning-based control methods — from full-size electric vehicles and energy systems to autonomous RC platforms.
Postdoctoral Researcher · TU Wien ↗
Principal Investigator · AIDA / Austrian Science Fund
ABOUT ME
I completed my doctorate at TU Wien in 2025. My work combines predictive control, energy management and fault diagnosis with experience in research project leadership and industrial software development. From 2011 to 2019, I worked at ZIEHL-ABEGG in R&D, initially as a working student and later as a software engineer.
Experience & CV →
2026 · IEEE Transactions on Aerospace and Electronic Systems
Poks, Agnes; Schirrer, Alexander; Gratzer, Alexander L.; Derboghossian, Robert; Scheu, Thomas; Kozek, Martin; Jakubek, Stefan
Read paper ↗
2026 · arXiv · preprint
Clement, Mihaela-Larisa; Farsang, Mónika; Poks, Agnes; Edelmann, Johannes; Plöchl, Manfred; Grosu, Radu; Bartocci, Ezio
Read paper ↗2024 · IEEE Access
Poks, Agnes; Schirrer, Alexander; Kozek, Martin
Read paper ↗
2023 · Applied Thermal Engineering
Poks, Agnes; Fallmann, Markus; Fink, Lorenz; Rinnofner, Lukas; Kozek, Martin
Read paper ↗EXPLORE MY WORK
LAB NOTES
Independent code, short tutorials and interactive tools — a space to share experiments as they develop.
Explore Lab Notes →My dissertation on predictive control for electric refrigeration vehicles was recognized by the Vehicle Industry Association Anniversary Foundation.
View original ↗Principal Investigator of AIDA — AI-Driven Distributed Autonomy at TU Wien.
View original ↗I defended my dissertation, Predictive Control Concepts for Electric Refrigeration Vehicles.
View original ↗ACADEMIC SERVICE
Local arrangements chair at the 15th International Conference on the Internet of Things, Vienna, together with Philipp Raith.
Conference organising committee ↗Selected partners across the projects in my research portfolio. The project pages explain each collaboration.
