Experience report of physics-informed neural networks in fluid simulations: pitfalls and frustration.
Pi-Yueh ChuangLorena A. BarbaPublished in: CoRR (2022)
Keyphrases
- neural network
- computer science
- pattern recognition
- recurrent neural networks
- artificial neural networks
- fluid dynamics
- artificial intelligence
- fuzzy logic
- self organizing maps
- fault diagnosis
- neural nets
- fuzzy systems
- reinforcement learning
- expert systems
- learning algorithm
- user experience
- neural network model
- data mining
- learning curve
- fluid flow
- molecular dynamics
- real time