Physics-Based Deep Neural Networks for Beam Dynamics in Charged Particle Accelerators.
Andrei IvanovIlya AgapovPublished in: CoRR (2020)
Keyphrases
- neural network
- pattern recognition
- recurrent networks
- artificial neural networks
- physical processes
- back propagation
- self organizing maps
- neural network model
- dynamic model
- feed forward
- genetic algorithm
- nonlinear dynamics
- cross section
- activation function
- multi layer perceptron
- image formation
- multilayer perceptron
- computing systems
- multi layer
- recurrent neural networks
- computing platform
- dynamical systems
- deformable models
- fuzzy logic