Computational discovery of new 2D materials using deep learning generative models.
Yuqi SongEdirisuriya M. Dilanga SiriwardaneYong ZhaoJianjun HuPublished in: CoRR (2020)
Keyphrases
- deep learning
- generative model
- deep belief networks
- unsupervised learning
- probabilistic model
- machine learning
- restricted boltzmann machine
- discriminative learning
- expectation maximization
- discriminative models
- em algorithm
- weakly supervised
- topic models
- conditional random fields
- semi supervised
- mental models
- data mining
- semi supervised learning
- named entities
- image segmentation
- high dimensional
- image features
- active learning