KENNESAW, Ga., July 7 -- Kennesaw State University issued the following news release:

As geopolitical conflicts continue to disrupt global energy markets, Kennesaw State University Ph.D. student Nzubechukwu Ohalete found that artificial intelligence (AI) can identify warning signs of major oil crises weeks before they occur. His research suggests governments and businesses could use those early warnings to better prepare for potential disruptions.

A Ph.D. student in Data Science and Analytics in Kennesaw State's College of Computing and Software Engineering, Ohalete examined whether artificial intelligence models (through natural language processing) could identify warning signs of major oil crises. He focused on the 2026 closure of the S...