Probabilistic Search and Energy Guidance for Biased Decoy Sampling in Ab Initio Protein Structure Prediction.
Kevin MolloySameh N. SalehAmarda ShehuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2013)
Keyphrases
- protein structure prediction
- protein structure
- protein fold recognition
- drug design
- protein homology
- graph theory
- protein sequences
- search algorithm
- computational biology
- protein folding
- coarse grained
- search space
- probabilistic model
- secondary structure
- amino acids
- fine grained
- bayesian networks
- genetic algorithm
- amino acid sequences
- machine learning methods
- data mining
- energy consumption
- sample size
- multi class
- reinforcement learning
- knowledge base
- machine learning