Free vibration analysis of FGM plates using an optimization methodology combining artificial neural networks and third order shear deformation theory
Published in Steel and Composite Structures (Q1) · Techno-Press, 2023
Journal: Steel and Composite Structures · Techno-Press · Quartile: Q1
Authors: M. JANANE ALLAH, et al.
Abstract
Development of an innovative optimization methodology combining Artificial Neural Networks (ANN) with the Third-Order Shear Deformation Theory (TSDT) for free vibration analysis of FGM plates. ANN surrogate models allow significant reduction of computational cost while maintaining high accuracy in predicting natural frequencies for various material configurations and boundary conditions.
Keywords: ANN · Free vibration · FGM · TSDT · Optimization · Surrogate model
Recommended citation: JANANE ALLAH, M., et al. (2023). "Free vibration analysis of FGM plates using an optimization methodology combining artificial neural networks and third order shear deformation theory." Steel and Composite Structures. Techno-Press. Q1.
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