Enhancing Multiscale Simulations with Constitutive Relations-Aware Deep Operator Networks.
Hamidreza EivaziMahyar AlikhaniJendrik-Alexander TrögerStefan H. A. WittekStefan HartmannAndreas RauschPublished in: CoRR (2024)
Keyphrases
- multiscale
- network topologies
- finite element
- multiscale decomposition
- image processing
- laplacian operator
- network structure
- agent based simulations
- network analysis
- missing links
- filter bank
- semantic relations
- spatial relations
- simulation model
- edge detection
- image segmentation
- wavelet transform
- network model
- network design
- community detection
- social networks
- deep learning
- aggregation operators
- affine invariant
- natural images
- complex networks
- wavelet coefficients
- image representation