Inside the black box: A physical basis for the effectiveness of deep generative models of amorphous materials.
Michael KilgourLena SiminePublished in: J. Comput. Phys. (2022)
Keyphrases
- black box
- generative model
- black boxes
- white box
- probabilistic model
- mixture model
- representational power
- discriminative learning
- hierarchical hidden markov models
- em algorithm
- semi supervised
- prior knowledge
- integration testing
- white box testing
- conditional random fields
- discriminative models
- deep belief networks
- generative and discriminative models
- data sets
- test cases
- graphical models
- maximum entropy principle
- training data