Solving high-dimensional parametric engineering problems for inviscid flow around airfoils based on physics-informed neural networks.
Wenbo CaoJiahao SongWeiwei ZhangPublished in: J. Comput. Phys. (2024)
Keyphrases
- engineering problems
- neural network
- high dimensional
- engineering design
- fluid dynamics
- search based software engineering
- engineering design problems
- biological systems
- artificial neural networks
- multiobjective optimization
- civil engineering
- low dimensional
- nearest neighbor
- optimum design
- multi modal
- fuzzy logic
- pattern recognition
- back propagation
- computer science
- success stories
- similarity search
- numerical simulations
- combinatorial optimization
- dimensionality reduction
- feature space
- artificial intelligence
- genetic algorithm
- np hard