Graph Neural Networks for Geometry Design in Plastic Regime
DOI:
https://doi.org/10.26754/jjii3a.202410648Resumen
In this work, we extend MeshGraphNets to simulate collisions involving plastic material, previously limited to hyperelastic, addressing higher non-linearities and energy dissipation. While previous work estimated only the displacement field, our approach also resolves the complete tensor stress field, under different boundary conditions and geometries.
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Publicado
2024-07-17
Cómo citar
Iparraguirre, M. M., González, D., Alfaro, I., & Cueto, E. (2024). Graph Neural Networks for Geometry Design in Plastic Regime. Jornada De Jóvenes Investigadores Del I3A, 12. https://doi.org/10.26754/jjii3a.202410648
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Sección
Artículos (Tecnologías Industriales)
Licencia
Derechos de autor 2024 mikel martinez iparraguirre, David González, Iciar Alfaro, Elias Cueto
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial 4.0.