A review of differentiable simulators

R Newbury, J Collins, K He, J Pan, I Posner… - IEEE …, 2024 - ieeexplore.ieee.org
Differentiable simulators continue to push the state of the art across a range of domains
including computational physics, robotics, and machine learning. Their main value is the …

A Neural Network Model for Efficient Musculoskeletal-Driven Skin Deformation

Y Han, Y Chen, C Ong, J Chen, J Hicks… - ACM Transactions on …, 2024 - dl.acm.org
We present a comprehensive neural network to model the deformation of human soft tissues
including muscle, tendon, fat and skin. Our approach provides kinematic and active …

EMG-assisted forward dynamics simulation of subject-specific mandible musculoskeletal system

J Guo, J Chen, J Wang, G Ren, Q Tian, C Guo - Journal of Biomechanics, 2022 - Elsevier
Assessment of mandibular dynamics is essential for examining stomatognathic functions,
and many kinds of stomatognathic diseases, such as temporomandibular joint (TMJ) …

MuscleVAE: Model-Based Controllers of Muscle-Actuated Characters

Y Feng, X Xu, L Liu - SIGGRAPH Asia 2023 Conference Papers, 2023 - dl.acm.org
In this paper, we present a simulation and control framework for generating biomechanically
plausible motion for muscle-actuated characters. We incorporate a fatigue dynamics model …

Neural Metamaterial Networks for Nonlinear Material Design

Y Li, S Coros, B Thomaszewski - ACM Transactions on Graphics (TOG), 2023 - dl.acm.org
Nonlinear metamaterials with tailored mechanical properties have applications in
engineering, medicine, robotics, and beyond. While modeling their macromechanical …

Event-triggered sliding-mode control for a discrete-time muscle-driven musculoskeletal system

Y Fan, Y Wu, J Yuan, J Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Bionic muscle-driven musculoskeletal systems can dynamically adjust the stiffness between
active and antagonistic muscles to improve stability. However, they retain many problems …

A language‐directed virtual human motion generation approach based on musculoskeletal models

L Sun, Y Wang, W Qin - Computer Animation and Virtual Worlds, 2024 - Wiley Online Library
The development of the systems capable of synthesizing natural and life‐like motions for
virtual characters has long been a central focus in computer animation. It needs to generate …

Muscle inertial contributions to ankle kinetics during the swing phase of running

J Verheul, S Sueda, SH Yeo - Journal of Biomechanics, 2023 - Elsevier
Skeletal muscles have inertia that leads to inertial forces acting around joints. Although
these inertial muscle forces contribute to joint kinetics, they are not typically accounted for in …

[PDF][PDF] A Review of Differentiable Simulators

A COSGUN - 2024 - dro.deakin.edu.au
Differentiable simulators continue to push the state of the art across a range of domains
including computational physics, robotics, and machine learning. Their main value is the …

[引用][C] Neural Via Points for Muscle Wrapping

K Sun - 2023