Machine learning-assisted predictive modeling and hybrid optimization of buckling characteristics in porous laminated composite plates on nonlinear elastic foundations

Aakanksha Agrawal, Rajendra Prasad Mahapatra, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi-NCR Campus Ghaziabad

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering

Published online on March 13, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Volume 240, Issue 10, Page 1488-1510, August 2026.
The paper presents a predictive modelling and optimization framework for analysing the buckling response of porous laminated composite plates resting on nonlinear Kerr-type elastic foundations. Higher-Order Shear Deformation Theory is utilized to ...