PINN for Nonlocal Beam Eigenvalue Problems

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

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