Technical Articles
2024
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A Complete Guide to Protein FoldingOct 2024A 3-hour breakdown of the three-track RoseTTAFold protein prediction model that leverages multi-modal deep learning architectures to transform single sequences into dynamic 3D structures. -
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A Complete Guide to Spherical Equivariant Graph TransformersAug 2024A 2.5-hour breakdown of the theory behind spherical equivariant (SE(3)) graph neural networks (EGNNs) and the SE(3)-Transformer architecture. -
MolTrans: Transformers for Drug-Target Interaction PredictionJul 2024Comprehensive, visual breakdown of the MolTrans model and Transformer encoders for drug-target interaction (DTI) prediction.
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