Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders.
Stefanos NikolopoulosIoannis KalogerisVissarion PapadopoulosPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- partial differential equations
- image denoising
- denoising
- anisotropic diffusion
- numerical solution
- level set
- image processing
- conservation laws
- restricted boltzmann machine
- multiscale
- diffusion equation
- numerical methods
- numerical algorithms
- fourth order
- image enhancement
- finite difference
- mathematical morphology
- boundary element
- deep learning
- neural network
- deep belief networks
- natural images
- lattice boltzmann