MCPath: Monte Carlo path generation approach to predict likely allosteric pathways and functional residues.
Cihan KayaAndac ArmutluluSolen EkesanTurkan HalilogluPublished in: Nucleic Acids Res. (2013)
Keyphrases
- monte carlo
- markov chain
- predicting protein
- monte carlo simulation
- importance sampling
- monte carlo methods
- particle filter
- adaptive sampling
- protein function
- markovian decision
- monte carlo method
- amino acids
- amino acid sequences
- variance reduction
- protein sequences
- global illumination
- monte carlo tree search
- game tree search
- stochastic approximation
- point processes
- simulation study
- bayesian networks
- optimal strategy
- experimentally determined
- optimal solution
- support vector
- policy evaluation
- protein structure
- temporal difference