Transformer-based protein generation with regularized latent space optimization
Egbert Castro, Abhinav Godavarthi, Julian Rubinfien, Kevin B. Givechian, Dhananjay Bhaskar, Smita Krishnaswamy
Topics & Concepts
AutoencoderComputer scienceFitness functionArtificial intelligenceFitness landscapeSequence spaceTransformerProtein sequencingSequence (biology)Machine learningDeep learningGenetic algorithmBiologyMathematicsPeptide sequenceGeneticsPure mathematicsDemographySociologyVoltageBanach spacePopulationPhysicsQuantum mechanicsGeneProtein Structure and DynamicsRNA and protein synthesis mechanismsvaccines and immunoinformatics approaches