Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning.
Zongren ZouTingwei MengPaula X. ChenJérôme DarbonGeorge Em KarniadakisPublished in: CoRR (2024)
Keyphrases
- hamilton jacobi
- partial differential equations
- eikonal equation
- machine learning
- finite difference
- level set
- anisotropic diffusion
- medial axis
- level set method
- image denoising
- numerical solution
- image processing
- mathematical morphology
- computer vision
- pattern recognition
- multiscale
- shape from shading
- information extraction
- energy functional
- learning algorithm
- finite element
- multiresolution
- reinforcement learning
- difference equations