Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
Marlon Sproesser MathiasWesley Pereira de AlmeidaMarcel Rodrigues de BarrosJefferson Fialho CoelhoLucas Palmiro de FreitasFelipe Marino MorenoCaio Fabricio Deberaldini NettoFábio Gagliardi CozmanAnna Helena Reali CostaEduardo Aoun TannuriEdson Satoshi GomiMarcelo DottoriPublished in: CoRR (2023)
Keyphrases
- neural network
- data points
- mathematical model
- nonlinear equations
- algebraic equations
- linear equations
- nearest neighbor
- closed form
- data distribution
- nonlinear complementarity problem
- numerical integration
- numerical solution
- numerical methods
- fuzzy neural network
- multi dimensional
- fuzzy logic
- pattern recognition
- image processing
- artificial intelligence
- machine learning