Accelerating discrete dislocation dynamics simulations with graph neural networks.
Nicolas BertinFei ZhouPublished in: J. Comput. Phys. (2023)
Keyphrases
- neural network
- global exponential stability
- graph representation
- pattern recognition
- agent based simulations
- graph theory
- dynamical systems
- artificial neural networks
- back propagation
- fuzzy logic
- graph model
- graph structure
- random walk
- dynamic model
- feed forward
- weighted graph
- graph based algorithm
- structured data
- multilayer perceptron
- discrete version
- directed graph
- nonlinear dynamics
- graph data
- graph theoretic
- graph partitioning
- radial basis function
- directed acyclic graph
- training process
- graphical models
- graph mining
- dependency graph
- discrete geometry
- graph matching