Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs.
Ludovica CicciStefania FrescaAndrea ManzoniPublished in: J. Sci. Comput. (2022)
Keyphrases
- deep learning
- partial differential equations
- solving partial differential equations
- difference equations
- unsupervised feature learning
- unsupervised learning
- deep architectures
- machine learning
- diffusion equation
- restricted boltzmann machine
- mental models
- weakly supervised
- level set
- deep belief networks
- image processing
- relation extraction
- automatic extraction
- viewpoint
- high dimensional
- multiscale
- computer vision