Graph Neural Network-based Surrogate Models for Finite Element Analysis.
Meduri Venkata ShivadityaJosé AlvesFrancesca BugiottiFrederic MagoulesPublished in: CoRR (2022)
Keyphrases
- finite element analysis
- finite element
- computer aided design
- graph theory
- neural network
- using artificial neural networks
- friction coefficient
- random walk
- finite element model
- stress distribution
- weighted graph
- graph representation
- temperature field
- directed graph
- query language
- expert systems
- material properties
- case study
- artificial intelligence