Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning.
Paula ChenTingwei MengZongren ZouJérôme DarbonGeorge Em KarniadakisPublished in: CoRR (2023)
Keyphrases
- hamilton jacobi
- partial differential equations
- eikonal equation
- machine learning
- finite difference
- level set method
- level set
- image processing
- medial axis
- image denoising
- numerical solution
- image enhancement
- anisotropic diffusion
- pattern recognition
- mathematical morphology
- information extraction
- multiresolution
- deformable models
- higher order
- numerical methods
- reinforcement learning
- multiscale
- learning algorithm