acados—a modular open-source framework for fast embedded optimal control

R Verschueren, G Frison, D Kouzoupis, J Frey… - Mathematical …, 2022 - Springer
This paper presents the acados software package, a collection of solvers for fast embedded
optimization intended for fast embedded applications. Its interfaces to higher-level …

Bioptim, a python framework for musculoskeletal optimal control in biomechanics

B Michaud, F Bailly, E Charbonneau… - … on Systems, Man …, 2022 - ieeexplore.ieee.org
Musculoskeletal simulations are useful in biomechanics to investigate the causes of
movement disorders, estimate nonmeasurable physiological quantities, or study the …

Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review

I Wechsler, A Wolf, J Shanbhag… - … in Bioengineering and …, 2024 - frontiersin.org
Musculoskeletal simulations can be used to estimate biomechanical variables like muscle
forces and joint torques from non-invasive experimental data using inverse and forward …

InverseMuscleNET: alternative machine learning solution to static optimization and inverse muscle modeling

A Nasr, KA Inkol, S Bell, J McPhee - Frontiers in Computational …, 2021 - frontiersin.org
InverseMuscleNET, a machine learning model, is proposed as an alternative to static
optimization for resolving the redundancy issue in inverse muscle models. A recurrent …

Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data

M Nitschke, R Marzilger, S Leyendecker, BM Eskofier… - PeerJ, 2023 - peerj.com
Optimal control simulations of musculoskeletal models can be used to reconstruct motions
measured with optical motion capture to estimate joint and muscle kinematics and kinetics …

Estimation of joint moments during turning maneuvers in alpine skiing using a three dimensional musculoskeletal skier model and a forward dynamics optimization …

D Heinrich, AJ Van den Bogert… - … in Bioengineering and …, 2022 - frontiersin.org
In alpine skiing, estimation of the joint moments acting onto the skier is essential to quantify
the loading of the skier during turning maneuvers. In the present study, a novel forward …

Direct multiple shooting and direct collocation perform similarly in biomechanical predictive simulations

P Puchaud, F Bailly, M Begon - Computer Methods in Applied Mechanics …, 2023 - Elsevier
Direct multiple shooting (DMS) and direct collocation (DC) are two standard transcription
methods for solving optimal control problems (OCP) in biomechanics and robotics. They …

Moving horizon estimation of human kinematics and muscle forces

A Ceglia, F Bailly, M Begon - IEEE Robotics and Automation …, 2023 - ieeexplore.ieee.org
Human-robot interaction based on real-time kinematics or electromyography (EMG)
feedback improves rehabilitation using assist-as-needed strategies. Muscle forces are …

Optimal estimation of the centroidal dynamics of legged robots

F Bailly, J Carpentier, P Souères - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Estimating the centroidal dynamics of legged robots is crucial in the context of multi-contact
locomotion of legged robots. In this paper, we formulate the estimation of centroidal …

[HTML][HTML] Optimisation and Comparison of Markerless and Marker-Based Motion Capture Methods for Hand and Finger Movement Analysis

V Maggioni, C Azevedo-Coste, S Durand, F Bailly - Sensors, 2025 - mdpi.com
Ensuring the accurate tracking of hand and fingers movements is an ongoing challenge for
upper limb rehabilitation assessment, as the high number of degrees of freedom and …