NSFnets (Navier-Stokes flow nets): Physics-informed neural networks for the incompressible Navier-Stokes equations.
Xiaowei JinShengze CaiHui LiGeorge Em KarniadakisPublished in: J. Comput. Phys. (2021)
Keyphrases
- fluid dynamics
- navier stokes
- navier stokes equations
- neural network
- numerical simulations
- velocity field
- boundary conditions
- pattern recognition
- artificial neural networks
- neural nets
- neural network model
- fuzzy logic
- back propagation
- vector field
- image sequences
- artificial intelligence
- self organizing maps
- multilayer perceptron
- computer science
- genetic algorithm
- machine learning