Sean Stanelle, Ph.D.

Postdoctoral Associate

Dr. Sean T. Stanelle is a Postdoctoral Associate in the J. Crayton Pruitt Family Department of Biomedical Engineering at the University of Florida. He earned his Ph.D. in Kinesiology, with an emphasis in Exercise Physiology, from Texas A&M University, where his doctoral research characterized fatigue and recovery dynamics during prolonged load carriage using countermovement jump analyses. This work identified fatigue-sensitive discrete metrics, quantified waveform-level changes in force, velocity, power, and displacement, and modeled recovery trajectories following sustained exertional stress. Within the AI-Powered Athletics Initiative, his interests center on leveraging multimodal data to support athlete profiling through unsupervised learning, developing composite measures of readiness and performance, and informing predictive modeling for individualized training, recovery, and return-to-play decision-making.