Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC.
Patrick EmamiAidan PerreaultJeffrey N. LawDavid BiagioniPeter C. St. JohnPublished in: CoRR (2022)
Keyphrases
- monte carlo
- subcellular localization
- markov chain monte carlo
- protein structure
- posterior distribution
- approximate inference
- markov chain
- bayesian inference
- computational methods
- protein sequences
- image segmentation
- game playing
- continuous domains
- biological processes
- mass spectrometry
- protein function
- amino acid sequences
- reinforcement learning