Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning.
Paula X. ChenTingwei MengZongren ZouJérôme DarbonGeorge Em KarniadakisPublished in: L4DC (2024)
Keyphrases
- hamilton jacobi
- partial differential equations
- eikonal equation
- machine learning
- finite difference
- level set method
- level set
- image denoising
- numerical solution
- image processing
- medial axis
- pattern recognition
- information extraction
- learning algorithm
- computer vision
- shape from shading
- curve evolution
- image enhancement
- feature vectors
- anisotropic diffusion
- mathematical morphology
- multiscale
- high order
- pairwise
- markov random field