3 papers
eess.SP2026
From Equations to Algorithms and Data: Transforming Microwave Engineering and Education with Machine Learning
Mehmet Parlak, Islam Guven
Conventional microwave engineering education relies heavily on analytical methods, canonical circuit topologies, and intuition-driven design, which have proven effective at microwa…
cs.IT2026
JCAS-MARL: Joint Communication and Sensing UAV Networks via Resource-Constrained Multi-Agent Reinforcement Learning
Islam Guven, Mehmet Parlak
Multi-UAV networks are increasingly deployed for large-scale inspection and monitoring missions, where operational performance depends on the coordination of sensing reliability, c…
cs.LG2026
UAV-MARL: Multi-Agent Reinforcement Learning for Time-Critical and Dynamic Medical Supply Delivery
Islam Guven, Mehmet Parlak
Unmanned aerial vehicles (UAVs) are increasingly used to support time-critical medical supply delivery, providing rapid and flexible logistics during emergencies and resource short…