GINNs: Graph-Informed Neural Networks for multiscale physics.
Eric Joseph HallSøren TaverniersMarkos A. KatsoulakisDaniel M. TartakovskyPublished in: J. Comput. Phys. (2021)
Keyphrases
- multiscale
- neural network
- pattern recognition
- artificial intelligence
- computer science
- wavelet transform
- coarse to fine
- edge detection
- bipartite graph
- directed graph
- wavelet coefficients
- back propagation
- scale space
- graph representation
- image processing
- spanning tree
- graph model
- directed acyclic graph
- graph partitioning
- multi layer
- graph structure
- graph theory
- genetic algorithm
- graph matching
- neural network model
- image segmentation
- neural nets
- connected components
- fuzzy systems
- link analysis
- structured data
- image representation
- random walk
- fuzzy logic
- random graphs
- dependency graph