Compilation of Load Spectrum of Loader Working Device and Application in Fatigue Life Prediction. [PDF]
Shi X, Guo W, Wang J, Li G, Lu H.
europepmc +1 more source
Influence of PSD Estimation Parameters on Fatigue Life Prediction in Spectral Method. [PDF]
Kaľavský A, Niesłony A, Huňady R.
europepmc +1 more source
Advances in Electroactive Liquid Crystal Elastomers for Intelligent Robotics and Electronics
Electroactive liquid crystal elastomers (eLCEs) integrate molecular anisotropy with electrical functionality to enable programmable actuation and reconfigurable electronics. This review classifies eLCEs into robotic actuators and adaptive electronics, summarizes key actuation mechanisms, and highlights fabrication strategies that bridge materials to ...
Kavita Ramesh Rathod +14 more
wiley +1 more source
Physics-guided GNN-transformer model for multi-scale fatigue life prediction of concrete track slabs in high-speed railways. [PDF]
Su X, Lou P, Zha Z.
europepmc +1 more source
Fatigue Life Prediction of Notched Details Using SWT Model and LEFM-Based Approach. [PDF]
Hao R, Wen Z, Xin H, Lin W.
europepmc +1 more source
This study presents a soft pneumatic fabric bidirectional actuation module (PNEUMA) capable of generating high torque in both bending directions within a single integrated architecture. PNEUMA achieves up to 50 Nm with reduced inflation volume and a lightweight design.
Odysseas Simatos +2 more
wiley +1 more source
A Modified Fatigue Life Prediction Model for Cyclic Hardening/Softening Steel. [PDF]
Shen Z +6 more
europepmc +1 more source
Fretting Fatigue Life Prediction of Dovetail Structure Based on Plastic Effect and Sensitivity Analysis of Influencing Factors. [PDF]
Zhou J, Yang B, Li S, Huo J.
europepmc +1 more source
Learning‐Based Soft Robotic Grasping: Recent Progress and Remaining Challenges
This review analyzes learning‐based soft robotic grasping from a pipeline‐oriented perspective, encompassing soft gripper design, multimodal sensing, and learning‐based planning and control. It surveys key neural network architectures and benchmark datasets and identifies critical challenges such as sim‐to‐real transfer, generalization, and continual ...
Arnab Majumder +3 more
wiley +1 more source
Machine Learning-Based Fatigue Life Prediction for E36 Steel Welded Joints. [PDF]
Zhu L +5 more
europepmc +1 more source

