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Antibody structure prediction using interpretable deep learning

WebJeffrey J. Gray Deep learning is catalyzing a scientific revolution fueled by big data, accessible toolkits, and powerful computational resources, impacting many fields … Web9 dic 2024 · Here, we present DeepAb, a deep learning method for predicting accurate antibody F V structures from sequence. We evaluate DeepAb on a set of structurally diverse, therapeutically relevant antibodies and find that our method consistently outperforms the leading alternatives. Previous deep learning methods have operated as … kustom restoration michigan

Prof. Jeffrey J. Gray at Johns Hopkins University - YouTube

WebJeffrey J Gray 1 Affiliation 1 Chemical & Biomolecular Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA. jgray@jhu ... DOI: 10.1016/j.sbi.2003.12.001 Abstract The interaction of proteins with solid surfaces is a fundamental phenomenon with implications for nanotechnology, biomaterials and ... WebGray serves as the Rosetta Commons Diversity Chair, is a member of its Executive Committee, and directs the National Science Foundation (NSF)-supported Rosetta … WebJeffrey J. Gray's research group at the Johns Hopkins University studies the computational structural prediction and design of glycans, membrane proteins, antibodies, and various … Jeffrey J. Gray researches computational protein structure prediction and design, … marginal production of labor