Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines.
Kamaljyoti NathXuhui MengDaniel J. SmithGeorge Em KarniadakisPublished in: CoRR (2023)
Keyphrases
- neural network
- genetic algorithm
- diesel engine
- physical processes
- pattern recognition
- fuzzy logic
- dynamical systems
- dynamic model
- nonlinear dynamics
- artificial neural networks
- flow rate
- flow patterns
- recurrent networks
- back propagation
- information flow
- multi layer
- artificial intelligence
- neural network model
- computer science
- network architecture
- recurrent neural networks
- fluid dynamics
- fuzzy systems
- learning rules
- genetic search
- neural nets
- computational fluid dynamics
- fluid flow
- self organizing maps
- fault diagnosis