Nasr, A., Bell, S., He, J., Whittaker, R. L., Jiang, N., Dickerson, C. R., & McPhee, J. (2021). MuscleNET: Mapping electromyography to kinematic and dynamic biomechanical variables by machine learning Journal of Neural Engineering. https://doi.org/10.1088/1741-2552/ac1adc (Original work published 2021)
References
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Nasr, A., Inkol, K. A., Bell, S., & McPhee, J. (2021). InverseMuscleNET: alternative machine learning solution to static optimization and inverse muscle modeling Frontiers in Computational Neuroscience, 15, 759489.
Nasr, A., Ferguson, S., & McPhee, J. (2021). Model-based design and optimization of passive shoulder exoskeletons Presented at the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference conference. ASME.
Zhao, J., Li, X., Shum, C., & McPhee, J. (2021). A review of physics‐based and data‐driven models for real‐time control of polymer electrolyte membrane fuel cells Energy and AI, 6, 100114.
Lin, Y., McPhee, J., & Azad, N. L. (2020). Comparison of deep reinforcement learning and model predictive control for adaptive cruise control IEEE Transactions on Intelligent Vehicles, 6, 221‐‐231.
Inkol, K. A., Brown, C., McNally, W., Jansen, C., & McPhee, J. (2020). Muscle torque generators in multibody dynamic simulations of optimal sports performance Multibody System Dynamics. Retrieved from https://link.springer.com/article/10.1007%2Fs11044-020-09747-9 (Original work published 2020)
Maitland, A., & McPhee, J. (2020). Quasi‐translations for fast hybrid nonlinear model predictive control Control Engineering Practice, 97, 104352.
Danaei, B., McNally, W., Henrikson, E., & McPhee, J. (2020). Adjusting a Momentum-Based Golf Clubhead-Ball Impact Model to Improve Accuracy Presented at the 13th Conference of the International Sports Engineering Association, Online, 22-26 June 2020 conference. Retrieved from https://www.mdpi.com/2504-3900/49/1/47 (Original work published 2020)
Brown, C., McNally, W., & McPhee, J. (2020). Optimal control of joint torques using direct collocation to maximize ball carry distance in a golf swing Multibody System Dynamics.
Brown, C., & McPhee, J. (2020). Predictive forward dynamic simulation of manual wheelchair propulsion on a rolling dynamometer Journal of Biomechanical Engineering, 142, 071008.