Comparative analysis of standard PINN and gradient-enhanced PINN approaches for thin plate bending problems

Acta Mechanica Sinica 2026

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Authors: Haroon Ijaz, Salamat Ullah, Khaled Aati, Abdulrahman Abbadi, Ali Qabur
DOI: 10.1007/s10409-025-25762-x
Cited by: 8
References: 48

Fields of Study & Subjects

Model Reduction and Neural Networks Composite Structure Analysis and Optimization Numerical methods in engineering

Publication details

Journal / source
Acta Mechanica Sinica
Publisher
Springer Science and Business Media LLC
Volume
42
Issue
4
Publication date
27 January 2026
Language
EN