Postdoctoral Research Associate (Electrical and Computer Engineering)

Conduct research on generative AI /ML, including application of generative adversarial and diffusion models for synthesis of 5G/6G coverage maps, channel characterization, medical imaging, and RF signal synthesis. Study new reinforcement learning and DQN designs for beam tracking and management in mobile systems. Investigate spectrum sharing over unlicensed and licensed bands. Study the coexistence between active and passive systems. Interact with industry partners, participate in and support various projects within the WISPER center. Attend WISPER meetings. Foster collaborations within the Department, with other units across the University, and with team members at other institutes. Present research at national and international conferences. Prepare manuscripts for publication in peer-reviewed journals. Participate in grant writing, including generating preliminary data, submitting grant applications, and preparing progress reports. Team up with other members of the WICON group to write joint papers for presentation at top-tier conferences and publication in high-quality archived journals. Assist Dr. Krunz with mentoring graduate students. Additional duties as assigned. Knowledge, Skills, and Abilities Expert knowledge of AI and ML techniques, including but not limited to GANs, autoencoders, and diffusion models. Some knowledge of wireless communications systems and Physical-layer security, including RF signal classification and wireless protocols (5G, LTE, and Wi-Fi). Strong analysis skills, research, and technical writing skills. Ability to communicate professionally in a clear, concise manner orally and in writing.