Luyi Guo holds a Bachelor of Medicine degree and is currently a dedicated researcher in the field of sports biomechanics. She has participated in a National Natural Science Foundation of China (NSFC) project focused on the biomechanical experimentation and simulation of sharp force trauma, specifically developing a system for the backward kinematic reconstruction of chopping behaviours based on wound morphology. In subsequent research on blunt force trauma, she delivered oral presentations at the 14th National Convention on Sport Science of China and the 1st World Congress on Sport Science and Technology. She is currently conducting research on rock climbing to investigate the effects of sloper holds at varying inclinations on climbers' movement characteristics. She is highly motivated to pursue a PhD degree to further deepen her research in biomechanics and contribute to the advancement of sports science.