Examining the Feasibility of Using Free Energy Perturbation (FEP+) in Predicting Protein Stability.
Melissa Coates FordKerim BabaogluPublished in: J. Chem. Inf. Model. (2017)
Keyphrases
- free energy
- predicting protein
- secondary structure
- belief propagation
- fixed point
- protein protein interactions
- upper bound
- protein interaction
- competitive learning
- approximate inference
- posterior distribution
- protein function
- computational methods
- graphical models
- amino acid sequences
- information theoretic
- statistical analysis
- em algorithm
- message passing
- maximum likelihood
- level set
- higher order
- machine learning