Protein Discovery with Discrete Walk-Jump Sampling.
Nathan C. FreyDaniel BerenbergKarina ZadorozhnyJoseph KleinhenzJulien Lafrance-VanasseIsidro HötzelYan WuStephen RaRichard BonneauKyunghyun ChoAndreas LoukasVladimir GligorijevicSaeed SaremiPublished in: CoRR (2023)
Keyphrases
- protein functional
- knowledge discovery
- protein sequences
- protein structure
- random sampling
- random walk
- markov chain
- scientific discovery
- sampled data
- data mining
- sample size
- protein function
- discrete space
- multiple sequence alignment
- discovery process
- finite number
- pattern discovery
- monte carlo
- continuous domains
- sampling methods
- computational geometry
- sequence alignment
- continuous variables
- sampling strategy
- amino acids
- sequence analysis
- predicting protein
- mass spectrometry data