Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
Marlon S. MathiasWesley P. de AlmeidaJefferson F. CoelhoLucas P. de FreitasFelipe M. MorenoCaio F. D. NettoFábio Gagliardi CozmanAnna Helena Reali CostaEduardo Aoun TannuriEdson S. GomiMarcelo DottoriPublished in: BRACIS (2) (2022)
Keyphrases
- neural network
- data points
- neural network model
- computer science
- nonlinear equations
- numerical methods
- high dimensional
- mathematical model
- algebraic equations
- dimensionality reduction
- nearest neighbor
- artificial intelligence
- machine learning
- knn
- multi objective
- data distribution
- closed form
- pattern recognition
- prediction model
- network architecture
- numerical solution
- linear equations
- data sets