
N. N. Aung, N. Muralles and A. Stein, “Object Identification Under Known Dynamics: A PIRNN Approach for UAV Classification,” 2025 International Conference on Machine Learning and Applications (ICMLA), Boca Raton, FL, USA, 2025, pp. 115-122, doi: 10.1109/ICMLA66185.2025.00022.
B. Haucke-Korber, N. N. Aung, M. Schenke, M. Peña, D. Jakobeit and O. Wallscheid, “Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept,” 2025 IEEE International Electric Machines & Drives Conference (IEMDC), Houston, TX, USA, 2025, pp. 916–921, doi: 10.1109/IEMDC60492.2025.11061093.
N. N. Aung, B. Wight, and A. Stein, “Adaptive Input Shaper Design for Unknown Second-Order Systems with Real-Time Parameter Estimation,” in Proceedings of the 2026 American Control Conference (ACC), New Orleans, LA, USA, 2026.
(Accepted, preprint available here)
N. N. Aung, H. Shin, A. Lawlor, and A. Stein, “Optimization …,” 2026 International Conference on Machine Learning (ICML), Seoul, South Korea (under double-blind review).
N. N. Aung, A. Lawlor, A. Stein, “Gain-Modulated PID Control for Robust Performance Under Parametric Uncertainty,” IEEE Conference on Decision and Control (CDC 2026), Honolulu, Hawaii, USA.
N. N. Aung, H. Shin, A. Stein, “Adaptive Dual-Mode Input Shaping via Online Parameter Estimation,” IEEE Conference on Decision and Control (CDC 2026), Honolulu, Hawaii, USA.
- ASME Journal of Vibration and Acoustics
- Optimal Control Applications and Methods
- IEEE Transactions on Automation Science and Engineering
- IEEE Control Systems Letters (L-CSS)
- IEEE Conference on Control Technology and Applications (CCTA) 2025
- American Control Conference (ACC) 2026
- International Conference on Machine Learning (ICML) 2026
- International Conference on Electrical Machines (ICEM) 2026


