A research team at North Carolina Agricultural and Technical State University has conducted a pilot project using models available through Microsoft’s Azure Open AI Service to develop a system that will lead to advancements in traffic management using physic informed deep learning. The pilot project was led by principal investigator Leila Hashemi-Beni, Ph.D., and applied science and technology doctoral student Tewodros Syum Gebre. This program provides academic researchers with access to state-of-the-art foundation models