Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids.
Sung Woong ChoJae Yong LeeHyung Ju HwangPublished in: CoRR (2024)
Keyphrases
- neural network
- learning algorithm
- pattern recognition
- recurrent networks
- reinforcement learning
- multilayer neural network
- fully connected
- spiking neural networks
- network model
- graph theory
- connectionist networks
- back propagation
- active learning
- learning process
- multiscale
- deep architectures
- neural nets
- training process
- highly accurate
- network structure
- high accuracy
- genetic algorithm