Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems.
Paula X. ChenTingwei MengZongren ZouJérôme DarbonGeorge Em KarniadakisPublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- learning problems
- hamilton jacobi
- partial differential equations
- eikonal equation
- finite difference
- learning tasks
- numerical solution
- machine learning algorithms
- learning algorithm
- supervised learning
- kernel methods
- medial axis
- semi supervised learning
- level set
- image denoising
- level set method
- reinforcement learning
- machine learning
- image processing
- image enhancement
- anisotropic diffusion
- energy functional
- higher order
- denoising
- data mining
- transfer learning
- numerical methods
- curve evolution
- multiscale