A Review on Sensor Technologies, Control Approaches, and Emerging Challenges in Soft Robotics
Advanced Robotics Research, EarlyView.This review provides an introspective of sensors and controllers in soft robotics. Initially describing the current sensing methods, then moving on to the control methods utilized, and finally ending with challenges and future directions in soft robotics focusing on the material innovations, sensor fusion, and embedded intelligence for sensors and ...
Ean Lovett +5 more
wiley +1 more source
Data-efficient prediction in tableting using word embeddings and empirically-guided neural networks. [PDF]
Int J Pharm XAbdelrahman N, Klinken-Uth S.
europepmc +1 more source
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding\n for Activity Recognition in Smart Homes [PDF]
, 2020 Damien Bouchabou +4 more
openalex +1 more source
Soft Actuators Integrated with Control and Power Units: Approaching Wireless Autonomous Soft Robots
Advanced Robotics Research, EarlyView.Soft robots exhibit significant development potential in various applications. However, there are still key technical challenges regarding material improvement, structure design and components integration. This review focuses on the development and challenge of soft actuators, power components, and control components in untethered intelligent soft ...
Renwu Shi, Feifei Pan, Xiaobin Ji
wiley +1 more source
Leveraging Context for Perceptual Prediction Using Word Embeddings. [PDF]
Cogn SciCarter GA, Keller F, Hoffman P.
europepmc +1 more source
Combining word embeddings to extract chemical and drug entities in biomedical literature. [PDF]
BMC Bioinformatics, 2021 López-Úbeda P +3 more
europepmc +1 more source
Echinoderm‐Inspired Autonomy for Soft‐Legged Robots
Advanced Robotics Research, EarlyView.Inspired by echinoderms, a modular soft robot achieves autonomous phototaxis without a central controller or explicit communication. Each limb independently adapts its actuation timing through local sensing and short‐term memory. Coordination emerges purely from physical interactions, demonstrating resilience to changes in morphology, environment, and ...
Harmannus A. H. Schomaker +2 more
wiley +1 more source
Predicting drug-gene relations via analogy tasks with word embeddings. [PDF]
Sci RepYamagiwa H +8 more
europepmc +1 more source
Liquid Crystalline Elastomers in Soft Robotics: Assessing Promise and Limitations
Advanced Robotics Research, EarlyView.Liquid crystalline elastomers (LCEs) are programmable soft materials that undergo large, anisotropic deformation in response to external stimuli. Their molecular alignment encodes directional actuation in a monolithic structure, making them long‐standing candidates for soft robotic systems.
Justin M. Speregen, Timothy J. White
wiley +1 more source