Single-sequence protein structure prediction using a language model and deep learning
Ratul Chowdhury, Nazim Bouatta, Surojit Biswas, Christina Floristean, Anant Kharkar, Koushik Roy, Charlotte Rochereau, Gustaf Ahdritz, Joanna Zhang, George M. Church, Peter K. Sorger, Mohammed AlQuraishi
Topics & Concepts
Protein structure predictionComputer scienceArtificial intelligenceProtein structureProtein foldingSequence (biology)CASPDeep learningFolding (DSP implementation)Differentiable functionComputational biologyMachine learningBiologyMathematicsGeneticsEngineeringBiochemistryElectrical engineeringMathematical analysisProtein Structure and DynamicsMachine Learning in BioinformaticsRNA and protein synthesis mechanisms