Amazon Science

Advancing AI for biology: Teaching models to design and characterize antibodies amazon.science

Amazon Bio Discovery developed three AI models: MochiBind for fast, sequence-based antibody binding ranking, CA-MAP for context-aware developability prediction robust to batch effects, and an agent-guided system for de novo antibody design. These advancements aim to accelerate and improve the accuracy of antibody drug discovery, with experimental validation for a novel cancer target.

Amazon Scienceamazon.scienceMelih Yilmaz, Luca Giancardo, Yue Zhao, Edward Lee, Chuanyui Teh, Fangda Xu, Gordon Trang11h10 min

Amazon launches research initiative with Stanford University to advance AI and scienceamazon.science

Advancing AI for biology: Teaching models to design and characterize antibodiesamazon.science

Amazon launches research initiative with Stanford University to advance AI and science amazon.science

Advancing AI for biology: Teaching models to design and characterize antibodies amazon.science