Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge.
Emmanuel de BézenacArthur PajotPatrick GallinariPublished in: ICLR (Poster) (2018)
Keyphrases
- deep learning
- scientific knowledge
- physical processes
- image formation
- unsupervised learning
- physical world
- mathematical models
- qualitative and quantitative
- machine learning
- science learning
- mental models
- weakly supervised
- artificial intelligence
- finite element method
- input image
- pattern recognition
- design science
- multiscale
- information systems