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Learning from pre-pandemic data to forecast viral antibody escape
We introduce a method to predict viral escape from evolutionary data and 3D structure only
Disease variant prediction with deep generative models of evolutionary data
We learn a distribution over protein sequences with Bayesian VAEs which we then leverage to predict the effects of mutations in human …
