Physics guided deep learning generative models for crystal materials discovery.
Yong ZhaoEdirisuriya M. Dilanga SiriwardaneJianjun HuPublished in: CoRR (2021)
Keyphrases
- deep learning
- generative model
- deep belief networks
- probabilistic model
- unsupervised learning
- discriminative learning
- machine learning
- semi supervised
- prior knowledge
- weakly supervised
- discriminative models
- em algorithm
- conditional random fields
- restricted boltzmann machine
- topic models
- mental models
- data mining
- expectation maximization
- text mining
- pairwise
- image processing
- computer vision
- learning algorithm