Graph Neural Network for Hamiltonian-Based Material Property Prediction.
Hexin BaiPeng ChuJeng-Yuan TsaiNathan WilsonXiaofeng QianQimin YanHaibin LingPublished in: CoRR (2020)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- artificial neural networks
- global consistency
- graph theory
- prediction algorithm
- graph representation
- neural network ensemble
- elman network
- graph properties
- multi layer perceptron
- random walk
- pattern recognition
- genetic algorithm
- neural network model
- bp neural network
- graph structure
- weighted graph
- prediction error
- multi layer
- directed graph
- structured data
- knn
- graph based algorithm
- fuzzy logic
- graph model
- fuzzy neural network
- back propagation
- predictive model
- graph theoretic
- training algorithm
- network model
- connected components
- neural nets
- multilayer perceptron
- feed forward