First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces.
Marios MattheakisGabriel R. SchlederDaniel T. LarsonEfthimios KaxirasPublished in: CoRR (2022)
Keyphrases
- neural network
- quantum mechanics
- artificial neural networks
- three dimensional
- artificial intelligence
- computer science
- free form
- pattern recognition
- least squares
- quantum computing
- back propagation
- fuzzy artmap
- covariance matrix
- surface reconstruction
- bp neural network
- quantum computation
- genetic algorithm
- self organizing maps
- network model
- neural network is trained
- auto associative
- feedforward neural networks
- incremental learning
- training algorithm
- design principles
- fuzzy neural network
- surface model
- surface registration
- network architecture
- neural network model
- backpropagation neural network
- fuzzy logic
- training process