Graph Neural Networks for Geometry Design in Plastic Regime

Autores/as

  • Mikel M. Iparraguirre Universidad de Zaragoza
  • David González AMB
  • Iciar Alfaro AMB
  • Elias Cueto AMB

DOI:

https://doi.org/10.26754/jjii3a.202410648

Resumen

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