On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward

HS Choi, C Crump, C Duriez, A Elmquist… - Proceedings of the …, 2021 - pnas.org
The last five years marked a surge in interest for and use of smart robots, which operate in
dynamic and unstructured environments and might interact with humans. We posit that well …

Review on generic methods for mechanical modeling, simulation and control of soft robots

P Schegg, C Duriez - Plos one, 2022 - journals.plos.org
In this review paper, we are interested in the models and algorithms that allow generic
simulation and control of a soft robot. First, we start with a quick overview of modeling …

Simulation, learning, and application of vision-based tactile sensing at large scale

QK Luu, NH Nguyen - IEEE Transactions on Robotics, 2023 - ieeexplore.ieee.org
Large-scale robotic skin with tactile sensing ability is emerging with the potential for use in
close-contact human–robot systems. Although recent developments in vision-based tactile …

Software toolkit for modeling, simulation, and control of soft robots

E Coevoet, T Morales-Bieze, F Largilliere… - Advanced …, 2017 - Taylor & Francis
The technological differences between traditional robotics and soft robotics have an impact
on all of the modeling tools generally in use, including direct kinematics and inverse models …

[HTML][HTML] Probabilistic deep learning for real-time large deformation simulations

S Deshpande, J Lengiewicz, SPA Bordas - Computer Methods in Applied …, 2022 - Elsevier
For many novel applications, such as patient-specific computer-aided surgery, conventional
solution techniques of the underlying nonlinear problems are usually computationally too …

SofaGym: An open platform for reinforcement learning based on soft robot simulations

P Schegg, E Ménager, E Khairallah, D Marchal… - Soft …, 2023 - liebertpub.com
OpenAI Gym is one of the standard interfaces used to train Reinforcement Learning (RL)
Algorithms. The Simulation Open Framework Architecture (SOFA) is a physics-based engine …

Deformable models for surgical simulation: a survey

J Zhang, Y Zhong, C Gu - IEEE reviews in biomedical …, 2017 - ieeexplore.ieee.org
This paper presents a survey of the state-of-the-art deformable models studied in the
literature, with regard to soft tissue deformable modeling for interactive surgical simulation. It …

Patient-specific biomechanical modeling for guidance during minimally-invasive hepatic surgery

R Plantefeve, I Peterlik, N Haouchine… - Annals of biomedical …, 2016 - Springer
During the minimally-invasive liver surgery, only the partial surface view of the liver is
usually provided to the surgeon via the laparoscopic camera. Therefore, it is necessary to …

Mechanics constitutive models for viscoelastic solid materials: Development and a critical review

X Zhou, D Yu, O Barrera - Advances in Applied Mechanics, 2023 - Elsevier
Mathematical constitutive models are crucially important for the real viscoelastic solid
materials in academic investigation and engineering application. The viscoelastic solid …

From digital control to digital twins in medicine: A brief review and future perspectives

R Eftimie, A Mavrodin, SPA Bordas - Advances in Applied Mechanics, 2023 - Elsevier
The last few decades have been dominated by the need for digital control of various
processes in biology and medicine. Advances in artificial intelligence (AI) over the last few …