Numerical and experimental investigation on vibration characteristics of bio-inspired architected gyroid core in composite sandwich beams

M Gunasegeran, P Edwin Sudhagar… - Mechanics of …, 2024 - Taylor & Francis
The present study examines the vibration characteristics of GFRP sandwich beams
incorporated with cellular co-continuous architected periodic gyroidal bio-inspired cores …

Berezinskii–Kosterlitz–Thouless Transition of the Two-Dimensional XY Model on the Honeycomb Lattice

FJ Jiang - Progress of Theoretical and Experimental Physics, 2024 - academic.oup.com
Abstract The Berezinskii–Kosterlitz–Thouless (BKT) transition of the two-dimensional model
on the honeycomb lattice is investigated using both the techniques of Neural network (NN) …

Thermoelectric interactions in Euler–Bernoulli microbeams under the influence of a thermal pulse via the size-dependent couple stress model

AE Abouelregal, SF Megahid, D Atta… - Mechanics of Time …, 2023 - Springer
A novel comparative examination is conducted on homogeneous flexible microbeams to
explore the impact of various electrical voltage sources on their thermomechanical …

Detection of Berezinskii–Kosterlitz–Thouless transitions for the two-dimensional q-state clock models with neural networks

YH Tseng, FJ Jiang - The European Physical Journal Plus, 2023 - Springer
Using the technique of supervised neural networks (NN), we study the phase transitions of
two-dimensional (2D) 6-and 8-state clock models on the square lattice. The employed NN …

Integrated analysis of free vibrations in hyperelastic beams: numerical methods, experimental validation, and neural network predictions

O Azarniya, A Forooghi - Multiscale and Multidisciplinary Modeling …, 2025 - Springer
This study explores the free vibrations of hyperelastic beams using a combined numerical
and experimental approach. The hyperelastic beam equations, developed using Neo …