Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge.
Emmanuel de BézenacArthur PajotPatrick GallinariPublished in: CoRR (2017)
Keyphrases
- deep learning
- scientific knowledge
- physical processes
- image formation
- mathematical models
- unsupervised learning
- physical world
- machine learning
- science learning
- qualitative and quantitative
- weakly supervised
- mental models
- design science
- science education
- computer vision
- finite element method
- conceptual change
- feature extraction
- complex systems
- higher order
- text mining
- e learning
- information systems
- video sequences