Review of machine learning methods in soft robotics

D Kim, SH Kim, T Kim, BB Kang, M Lee, W Park, S Ku… - Plos one, 2021 - journals.plos.org
Soft robots have been extensively researched due to their flexible, deformable, and adaptive
characteristics. However, compared to rigid robots, soft robots have issues in modeling …

Robotic artificial muscles: Current progress and future perspectives

J Zhang, J Sheng, CT O'Neill, CJ Walsh… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Robotic artificial muscles are a subset of artificial muscles that are capable of producing
biologically inspired motions useful for robot systems, ie, large power-to-weight ratios …

Soft robotic manipulators: Designs, actuation, stiffness tuning, and sensing

W Dou, G Zhong, J Cao, Z Shi, B Peng… - Advanced Materials …, 2021 - Wiley Online Library
Soft robotic manipulators are continuum robots made of soft materials and flexible
components. The goal of soft robotic manipulators research is to enable these manipulators …

Field responsive materials: photo-, electro-, magnetic-and ultrasound-sensitive polymers

T Manouras, M Vamvakaki - Polymer Chemistry, 2017 - pubs.rsc.org
Stimuli responsive materials have attracted a great deal of attention during the last few
decades and are expected to lead to great advances in the areas of nano-and bio …

Buckling-induced smart applications: recent advances and trends

N Hu, R Burgueño - Smart Materials and Structures, 2015 - iopscience.iop.org
A paradigm shift has emerged over the last decade pointing to an exciting research area
dealing with the harnessing of elastic structural instabilities for'smart'purposes in a variety of …

Review of soft fluidic actuators: Classification and materials modeling analysis

A Pagoli, F Chapelle, JA Corrales-Ramon… - Smart Materials and …, 2021 - iopscience.iop.org
Soft actuators can be classified into five categories: tendon-driven actuators, electroactive
polymers, shape-memory materials, soft fluidic actuators (SFAs), and hybrid actuators. The …

Design of untethered soft material micromachine for life-like locomotion

XQ Wang, GW Ho - Materials Today, 2022 - Elsevier
Living organisms composed of composite materials with complex structures support
autonomous and intelligent behaviors, such as motility, perception and response to changes …

Electroactive polymers for sensing

T Wang, M Farajollahi, YS Choi, IT Lin… - Interface …, 2016 - royalsocietypublishing.org
Electromechanical coupling in electroactive polymers (EAPs) has been widely applied for
actuation and is also being increasingly investigated for sensing chemical and mechanical …

Review of biomimetic underwater robots using smart actuators

WS Chu, KT Lee, SH Song, MW Han, JY Lee… - International journal of …, 2012 - Springer
In this paper, biomimetic underwater robots built using smart actuators, eg, a shape memory
alloy (SMA), an ionic polymer metal composite (IPMC), lead zirconate titanate (PZT), or a …

Research status of bionic amphibious robots: A review

K Ren, J Yu - Ocean Engineering, 2021 - Elsevier
Bionic amphibious robots are receiving attention and significant interest from the civil and
military sectors since they can move on land and swim underwater. When develo** a …