[HTML][HTML] Deep reinforcement learning for modeling human locomotion control in neuromechanical simulation

S Song, Ł Kidziński, XB Peng, C Ong, J Hicks… - … of neuroengineering and …, 2021 - Springer
Modeling human motor control and predicting how humans will move in novel environments
is a grand scientific challenge. Researchers in the fields of biomechanics and motor control …

On validation of multibody musculoskeletal models

ME Lund, M de Zee, MS Andersen… - Proceedings of the …, 2012 - journals.sagepub.com
We review the opportunities to validate multibody musculoskeletal models in view of the
current transition of musculoskeletal modelling from a research topic to a practical simulation …

Is my model good enough? Best practices for verification and validation of musculoskeletal models and simulations of movement

JL Hicks, TK Uchida, A Seth… - Journal of …, 2015 - asmedigitalcollection.asme.org
Computational modeling and simulation of neuromusculoskeletal (NMS) systems enables
researchers and clinicians to study the complex dynamics underlying human and animal …

[HTML][HTML] Are subject-specific musculoskeletal models robust to the uncertainties in parameter identification?

G Valente, L Pitto, D Testi, A Seth, SL Delp, R Stagni… - PloS one, 2014 - journals.plos.org
Subject-specific musculoskeletal modeling can be applied to study musculoskeletal
disorders, allowing inclusion of personalized anatomy and properties. Independent of the …

Sensitivity of model predictions of muscle function to changes in moment arms and muscle–tendon properties: a Monte-Carlo analysis

DC Ackland, YC Lin, MG Pandy - Journal of biomechanics, 2012 - Elsevier
Hill-type muscle models are commonly used in musculoskeletal models to estimate muscle
forces during human movement. However, the sensitivity of model predictions of muscle …

[HTML][HTML] Physics-based simulations to predict the differential effects of motor control and musculoskeletal deficits on gait dysfunction in cerebral palsy: a retrospective …

A Falisse, L Pitto, H Kainz, H Hoang… - Frontiers in human …, 2020 - frontiersin.org
Physics-based simulations of walking have the theoretical potential to support clinical
decision-making by predicting the functional outcome of treatments in terms of walking …

Is there really an eccentric action of the hamstrings during the swing phase of high-speed running? Part I: a critical review of the literature

B Van Hooren, F Bosch - Journal of sports sciences, 2017 - Taylor & Francis
It is widely assumed that there is an eccentric hamstring muscle fibre action during the swing
phase of high-speed running. However, animal and modelling studies in humans show that …

Numerical instability of Hill-type muscle models

SH Yeo, J Verheul, W Herzog… - Journal of the Royal …, 2023 - royalsocietypublishing.org
Hill-type muscle models are highly preferred as phenomenological models for
musculoskeletal simulation studies despite their introduction almost a century ago. The use …

A probabilistic approach to quantify the impact of uncertainty propagation in musculoskeletal simulations

CA Myers, PJ Laz, KB Shelburne… - Annals of biomedical …, 2015 - Springer
Uncertainty that arises from measurement error and parameter estimation can significantly
affect the interpretation of musculoskeletal simulations; however, these effects are rarely …

Should the ipsilateral hamstrings be used for anterior cruciate ligament reconstruction in the case of medial collateral ligament insufficiency? Biomechanical …

M Herbort, P Michel, MJ Raschke… - … American journal of …, 2017 - journals.sagepub.com
Background: Semitendinosus and gracilis muscles are frequently harvested for autologous
tendon grafts for cruciate ligament reconstruction. This study investigated the joint-stabilizing …