Lab

GrayLab

A computational structural biology lab at Johns Hopkins building Rosetta-based methods for protein docking, antibody modeling, and molecular design.

Website
3 models

Models (3)

AF2Dock

Johns Hopkins University / GrayLab

Released April 24, 2026

115

Protein-protein docking model adapting AlphaFold-Multimer with a docking module and flow-matching training to assemble subunits without MSAs.

Protein

IgLM

GrayLab

Released November 15, 2023

130192

Generative language model trained on 558 million antibody sequences for infilling-based design of CDR loops and full-length immunoglobulin sequences.

Protein

MaskedProteinEnT

GrayLab

Released July 17, 2023

312

Structure-conditioned graph transformer trained with masked language modeling to learn residue encodings for inverse folding and antibody design.

Protein