Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets.
Cristina WhiteDaniela UshizimaCharbel FarhatPublished in: CoRR (2019)
Keyphrases
- neural network
- fluid dynamics
- genetic algorithm
- optimal solution
- pattern recognition
- numerical simulations
- learning algorithm
- multi layer
- benchmark datasets
- training dataset
- fuzzy logic
- data management
- sufficient conditions
- clustering algorithm
- back propagation
- self organizing maps
- expert systems
- neural network model
- benchmark problems
- solution quality
- training data
- training process
- image sequences
- three dimensional