Towards high-accuracy axial springback: Mesh-based simulation of metal tube bending via geometry/process-integrated graph neural networks.
Zili WangCaicheng WangShuyou ZhangLemiao QiuYaochen LinJianrong TanChang SunPublished in: Expert Syst. Appl. (2024)
Keyphrases
- neural network
- high accuracy
- three dimensional
- bipartite graph
- random walk
- simulation environment
- artificial neural networks
- pattern recognition
- design process
- back propagation
- structured data
- fault diagnosis
- self organizing maps
- process model
- steady state
- directed graph
- graph theory
- graph model
- diffusion process
- multiscale