Physics-Aware Neural Implicit Solvers for multiscale, parametric PDEs with applications in heterogeneous media.
Matthaios ChatzopoulosPhaedon-Stelios KoutsourelakisPublished in: CoRR (2024)
Keyphrases
- multiscale
- partial differential equations
- image processing
- network architecture
- neural network
- multimedia
- scale space
- artificial intelligence
- computer science
- image representation
- numerical solution
- image denoising
- bio inspired
- anisotropic diffusion
- coarse to fine
- wavelet coefficients
- natural images
- edge detection
- wavelet transform
- multiscale analysis
- image segmentation
- neural model
- fourth order
- digital media
- wavelet domain
- image fusion
- multimedia data
- level set
- shape representation
- affine invariant
- biologically inspired
- differential equations
- associative memory
- learning rules
- multimedia content
- diffusion equation
- biologically plausible
- search algorithm
- highly optimized
- quantified boolean formulas