Experience report of physics-informed neural networks in fluid simulations: pitfalls and frustration.
Pi-Yueh ChuangLorena A. BarbaPublished in: SciPy (2022)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- artificial intelligence
- fuzzy logic
- numerical simulations
- user experience
- fluid dynamics
- fuzzy systems
- neural nets
- neural network model
- evolutionary algorithm
- computer science
- fault diagnosis
- self organizing maps
- back propagation
- multilayer perceptron
- multi layer
- genetic algorithm
- feed forward
- simulation model
- computer vision
- real time