PDE-READ: Human-readable partial differential equation discovery using deep learning.
Robert StephanyChristopher J. EarlsPublished in: Neural Networks (2022)
Keyphrases
- partial differential equations
- deep learning
- human readable
- hand crafted
- anisotropic diffusion
- image denoising
- level set
- unsupervised learning
- image enhancement
- image processing
- meta information
- weakly supervised
- machine learning
- energy functional
- multiscale
- high order
- mental models
- numerical scheme
- metadata
- data mining
- numerical algorithms
- learning strategies
- natural images
- image classification
- named entity recognition
- co occurrence
- image segmentation
- computer vision