Identifying phase transitions in physical systems with neural networks: a neural architecture search perspective.
Rodrigo Carmo TerinZochil González ArenasRoberto SantanaPublished in: CoRR (2024)
Keyphrases
- neural architecture
- neural network
- physical systems
- phase transition
- feed forward
- activation function
- search algorithm
- multilayer perceptron
- artificial neural networks
- search space
- genetic algorithm
- model based diagnosis
- constraint satisfaction
- complex systems
- multi layer perceptron
- neural network model
- causal models
- back propagation
- cellular automata
- fault diagnosis
- satisfiability problem
- qualitative and quantitative
- support vector machine svm
- np complete
- random instances
- reasoning about physical systems
- random constraint satisfaction problems