Archive - Alchemy Bio

Unlocking the Future of Peptide-Based Precision Medicine

A 15-minute summary of our recent preprint, "PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion"

Dec 31, 2024 •

October 2024

A Complete Guide to Protein Folding Prediction with RoseTTAFold: Part I

A 3-hour breakdown of the three-track RoseTTAFold protein prediction model that leverages multi-modal deep learning architectures to transform single…

Oct 27, 2024 •

August 2024

A Complete Guide to Spherical Equivariant Graph Transformers

A 2.5-hour breakdown of spherical equivariant graph neural networks (EGNNs) and a deconstruction of the SE(3)-Transformer model.

Aug 3, 2024 •

July 2024

MolTrans: Transformers for Drug-Target Interaction Prediction

Comprehensive, visual breakdown of the MolTrans model and Transformer encoders for drug-target interaction (DTI) prediction.

Jul 2, 2024 •

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