PINN for Nonlocal Beam Eigenvalue Problems

Published: 21 October 2025| Version 1 | DOI: 10.17632/7hf2v6r237.1
Contributors:
Baidehi Das,
, Marko Canadija

Description

Example code used in: Das, B., Barretta, R., Čanađija, M. (2025) Physics-Informed Neural Networks for Nonlocal Beam Eigenvalue Problems. Training of a PINN for nonlocal cantilever beam. Please cite the above reference.

Files

Steps to reproduce

Please see the above paper for details.

Institutions

  • Universita degli Studi di Napoli Federico II Dipartimento di Strutture per l'Ingegneria e l'Architettura
  • Sveuciliste u Rijeci Tehnicki Fakultetu
  • Universita degli Studi di Catania Dipartimento di Ingegneria Civile e Architettura

Categories

Computational Mechanics, Machine Learning, Continuum Mechanics, Structural Mechanics, Physics-Informed Neural Network

Funders

  • University of Rijeka
    Grant ID: uniri-mzi-25-16
  • Italian Ministry of University and Research
    Grant ID: PRIN 2022 PNRR code P20223PLC2

Licence