Nonlinear Level Set Learning for Function Approximation on Sparse Data with Applications to Parametric Differential Equations.
Anthony GruberMax D. GunzburgerLili JuYuankai TengZhu WangPublished in: CoRR (2021)
Keyphrases
- function approximation
- level set
- sparse data
- differential equations
- reinforcement learning
- learning tasks
- partial differential equations
- ordinary differential equations
- image segmentation
- learning algorithm
- active learning
- active contours
- dynamical systems
- learning process
- radial basis function
- energy functional
- transfer learning
- numerical methods
- state space
- pattern recognition
- image processing