22 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.LG2023
The bionic neural network for external simulation of human locomotor system
Yue Shi, Shuhao Ma, Yihui Zhao
Muscle forces and joint kinematics estimated with musculoskeletal (MSK) modeling techniques offer useful metrics describing movement quality. Model-based computational MSK models c…
eess.SP2022★ 22 cited
Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG
Jie Zhang, Yihui Zhao, Fergus Shone +4
Musculoskeletal models have been widely used for detailed biomechanical analysis to characterise various functional impairments given their ability to estimate movement variables (…