Waveguide Photoactuators: Materials, Fabrication, and Applications
Waveguide photoactuators convert guided light into mechanical motion. Their tethered‐flexible design enables minimally invasive surgery and confined‐space robotics. This review aims to guide materials selection, device design, and system integration, accelerating the transition of waveguide photoactuators from laboratory prototypes to versatile ...
Minjie Xi +4 more
wiley +1 more source
Physics informed neural network surrogate modeling and global sensitivity analysis of magnetized nanofluid flow over a porous cylinder for solar thermal energy applications. [PDF]
Hussain M, Alhushaybari A.
europepmc +1 more source
Compliant Pneumatic Feet with Real‐Time Stiffness Adaptation for Humanoid Locomotion
A compliant pneumatic foot with real‐time variable stiffness enables humanoid robots to adapt to changing terrains. Using onboard vision and pressure control, the foot modulates stiffness within each gait cycle, reducing impact forces and improving balance. The design, cast in soft silicone with embedded air chambers and Kevlar wrapping, offers durable,
Irene Frizza +3 more
wiley +1 more source
AI-driven predictive modeling of supercritical CO<sub>2</sub> solubility using cheetah-optimized machine learning. [PDF]
Alorfi AS, Abu-Hamdeh NH.
europepmc +1 more source
This study explores how information processing is distributed between brains and bodies through a codesign approach. Using the “backpropagation through soft body” framework, brain–body coupling agents are developed and analyzed across several tasks in which output is generated through the agents’ physical dynamics.
Hiroki Tomioka +3 more
wiley +1 more source
Toward Sustainable Desalination: Experimental Evaluation and Predictive Modeling of Membrane Capacitive Deionization. [PDF]
Parvej AM +5 more
europepmc +1 more source
An opinion on machine learning for predicting nanoparticles. [PDF]
Al-Zoubi W, Deeb A, Park N.
europepmc +1 more source
Adaptive Localization for Underwater Nodes in Uncertain Environments: A Geometric Topology Perception-Enhanced Multi-Stage Reinforcement Learning Strategy. [PDF]
Hao L, Ma C, Cui J, Ao J.
europepmc +1 more source
BayesianKAN: A reaction condition optimization framework integrating Kolmogorov-Arnold network and Bayesian optimization. [PDF]
Wang J +5 more
europepmc +1 more source
A fullwave model of the nonlinear wave equation with multiple relaxations and relaxing perfectly matched layers for high-order numerical finite difference solutions. [PDF]
Sode M, Pinton G.
europepmc +1 more source

