Deep Generative Model Driven Protein Folding Simulations.
Heng MaDebsindhu BhowmikHyungro LeeMatteo TurilliMichael T. YoungShantenu JhaArvind RamanathanPublished in: PARCO (2019)
Keyphrases
- generative model
- protein folding
- molecular dynamics
- probabilistic model
- annealing algorithm
- secondary structure
- bayesian framework
- amino acids
- discriminative models
- posterior probability
- semi supervised
- protein sequences
- latent dirichlet allocation
- em algorithm
- topic models
- prior knowledge
- coarse grained
- expectation maximization
- text classification
- computer vision
- generative and discriminative models
- learning process
- image segmentation
- image processing