This study proposes a deep learning approach to evaluate the fatigue crack behavior in metals under overload conditions. Using digital image correlation to capture the strain near crack tips, convolutional neural networks classify crack states as normal, overload, or recovery, and accurately predict fatigue parameters.
Seon Du Choi +5 more
wiley +1 more source
A closed-loop framework integrating robotic inspection and digital twins for fatigue prognosis of in-service steel bridges. [PDF]
Li X, Fu Z, Guo H, Ji B, Xu Z.
europepmc +1 more source
Towards Advanced Intelligent and Perceptive Soft Grippers
Implementing soft yet strong and intelligent soft grippers request innovative and creative solutions in designing soft bodies and seamlessly integrating actuated systems with hierarchical sensing. This review systematically analyses soft grippers with a deep understanding of core components, from fundamental design principles to actuation and sensing ...
Haneul Kim +4 more
wiley +1 more source
Wear, fatigue characteristics, and antibacterial performance of UHMWPE reinforced with HAP+TiO<sub>2</sub> for biomedical applications. [PDF]
Salama A +4 more
europepmc +1 more source
Streamlining Diagnosis of Bardet–Biedl Syndrome: New Diagnostic Algorithm With Updated Criteria
ABSTRACT Considerable advances have been made in our understanding of Bardet–Biedl syndrome (BBS), particularly in its core clinical features and molecular genetics, warranting an update to the existing diagnostic criteria framework. Using a rigorous, evidence‐based, and consensus‐driven process, a multidisciplinary group of international experts and ...
Jeremy J. Pomeroy +16 more
wiley +1 more source
Synergistic Effects of Pre-Stretching and Aging Temperature on Precipitation Behavior and Damage Tolerance of an Al-Cu-Li Alloy. [PDF]
Lin B +10 more
europepmc +1 more source
Research progress on biomarkers of traumatic brain injury
Traumatic brain injury: From primary insult to secondary neuroinflammation and degeneration. Abstract Traumatic brain injury (TBI) is a common disorder of the nervous system and has become a leading cause of death and disability worldwide, imposing a substantial burden on patients and their social circles. Its main symptoms include dyskinesia, language
Xuting Shen +8 more
wiley +1 more source
Fatigue Damage Characterisation of Notched Fe-SMA by Weak Magnetic Signals. [PDF]
Xie ZY, Zhang X, Chen X, Wu X, Zhang SM.
europepmc +1 more source
Key demographic, biological, and material considerations that drive the need for advanced injectable bone cement technologies. Injectable bone cements (IBCs) are widely used in orthopaedic and craniofacial applications due to their minimally invasive delivery and ability to provide early mechanical stabilisation.
Frank Fei +2 more
wiley +1 more source
Mechanical Property Degradation Behavior and Fatigue Life Analysis of Corroded High-Strength Steel Wires. [PDF]
Yang G, Lu D, Jin L, Zou Y.
europepmc +1 more source

