Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems.
Paula ChenTingwei MengZongren ZouJérôme DarbonGeorge Em KarniadakisPublished in: CoRR (2023)
Keyphrases
- learning problems
- hamilton jacobi
- eikonal equation
- partial differential equations
- learning tasks
- finite difference
- machine learning algorithms
- supervised learning
- learning algorithm
- kernel methods
- semi supervised learning
- medial axis
- level set method
- machine learning
- level set
- reinforcement learning
- numerical solution
- image denoising
- anisotropic diffusion
- image enhancement
- decision trees
- numerical methods
- curve evolution
- shape representation
- feature extraction
- graph cuts
- data mining