Expanding functional protein sequence spaces using generative adversarial networks.
Donatas RepeckaVykintas JauniskisLaurynas KarpusElzbieta RembezaIrmantas RokaitisJan ZrimecSimona PovilonieneAudrius LaurynenasSandra ViknanderWissam AbuajwaOtto SavolainenRolandas MeskysMartin K. M. EngqvistAleksej ZelezniakPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- protein sequences
- computational biology
- protein structure
- amino acids
- secondary structure
- protein families
- protein classification
- structural motifs
- protein structure prediction
- protein structure and function
- biological sequences
- network structure
- coarse grained
- sequence analysis
- amino acid sequences
- protein folding
- complex networks
- protein secondary structure
- amino acid composition
- computational approaches
- protein function
- predicting protein
- protein protein
- social networks