Geometry aware physics informed neural network surrogate for solving Navier-Stokes equation (GAPINN).
Jan OldenburgFinja BorowskiAlper ÖnerKlaus-Peter SchmitzMichael StiehmPublished in: Adv. Model. Simul. Eng. Sci. (2022)
Keyphrases
- navier stokes
- neural network
- fluid dynamics
- numerical simulations
- nonlinear equations
- artificial neural networks
- computational fluid dynamics
- neural network is trained
- back propagation
- velocity field
- three dimensional
- computer science
- motion estimation
- fuzzy logic
- databases
- artificial intelligence
- algebraic equations
- recurrent neural networks
- self organizing maps
- data analysis
- image sequences