This study presents a robot‐assisted remote rehabilitation system for postoperative ankle fractures. The 2.634 kg modular system uses wireless control and deep learning to predict force delays, achieving 100 Hz control (normalized root mean square error ≤ 10.89%).
Zhiyuan He +4 more
wiley +1 more source
Nonempirical models for assessing thermal properties of nonlinear triatomic molecules of the form XY₂. [PDF]
Eyube ES +7 more
europepmc +1 more source
Learning Optimal Crowd Evacuation from Scratch Through Self‐Play
How would a superintelligent crowd behave in emergencies? This study develops an approach using multiagent deep reinforcement learning combined with self‐play to discover optimal evacuation strategies for pressure‐aware agents. The model learns behaviors such as queuing and zipper‐merging that significantly surpass traditional approaches in fatality ...
Mahdi Nasiri +3 more
wiley +1 more source
Ionic interactions of copper(ii) sulfate in water, aqueous maltose, and aqueous lactose at different temperatures: a volumetric and thermodynamic study. [PDF]
Nadeem SMS, Saeed R, Ali M.
europepmc +1 more source
Robotic Needle Steering for Percutaneous Interventions: Sensing, Modeling, and Control
This review examines recent advances in robotic needle steering for percutaneous interventions, highlighting closed‐loop sensing, physics‐informed tissue‐needle interaction modeling, and real‐time trajectory planning and control. It synthesizes innovations in deep learning, fiber‐optic feedback, and adaptive control strategies, and outlines emerging ...
Fangjiao Zhao +5 more
wiley +1 more source
Improved predictive formulae for wave overtopping at sloped breakwaters using interpretable machine learning models. [PDF]
Habib MA +3 more
europepmc +1 more source
A Standardized Framework for Elastomer Characterization in Soft Robotics
A unified framework addresses inconsistent elastomer property reporting which limits reproducibility and standardization in soft robotics. Systematic testing of ten elastomers (thermosetting, thermoplastic, and a covalent adaptable network) provides quasielastic mechanical properties, viscoelastic parameters, thermal stability, and processing ...
Ellen Roels +2 more
wiley +1 more source
Sampling zero stability in sampled data control systems with delays using backward triangle sample and hold. [PDF]
Ou M +5 more
europepmc +1 more source
BeeRootBot: A Bioinspired Robotic Probe Exhibiting Apical Growth through In Situ Soil Binding
This study introduces a novel method for consolidating subterranean exploration pathways in plant‐inspired robots by binding in‐situ soil with beeswax, a biobased material. This simultaneous advancement and wall‐lining process reduces penetration resistance, enhances exploration efficiency, enables communication and resource sharing, and promotes ...
Sachin Sachin +4 more
wiley +1 more source
Smoking dynamics with media awareness to control the prevalence of bad effect through fractional operator study. [PDF]
Farman M +5 more
europepmc +1 more source

