[HTML][HTML] Advancements in Physics-Informed Neural Networks for Laminated Composites: A Comprehensive Review

S Khalid, MH Yazdani, MM Azad, MU Elahi, I Raouf… - Mathematics, 2024 - mdpi.com
Physics-Informed Neural Networks (PINNs) integrate physics principles with machine
learning, offering innovative solutions for complex modeling challenges. Laminated …

Determination of Crack Depth in Brickworks by Ultrasonic Methods: Numerical Simulation and Regression Analysis

AN Beskopylny, SA Stel'makh… - Journal of …, 2024 - search.proquest.com
Ultrasonic crack detection is one of the effective non-destructive methods of structural health
monitoring (SHM) of buildings and structures. Despite its widespread use, crack detection in …