Directory profile for Dr. John O’Donnell

John O’Donnell is an assistant professor in the Department of Mechanical Engineering. His work focuses on the development of methods to predict and characterize continuous, multi-modal failure states as well as the application of artificial intelligence techniques in engineering design, prototyping, optimization, and manufacturing. Prior to joining The University of Alabama, he pursued postdoctoral work in the Engines and Combustion Lab as part of the University’s Center for Advanced Vehicle Technology, where his work explored real-time combustion optimization and engine control development utilizing artificial intelligence. He employs a wide range of techniques including data-driven methods such as machine learning, deep learning, reinforcement learning, generative AI, and large language models as well as techniques such as linear controls and nonlinear controls.