Joel Karpiak

Joel Karpiak

Company: GSK

Job title: Head, Protein Design & Informatics


Panel Discussion: Using Deep & Machine Learning Methods to Develop & Optimize Therapeutic Anti-bodies 9:30 am

Revealing the pillars for ML-based optimization of therapeutic antibodies Outlining recent progress in the application of ML methods for antibody optimization Comparing organizational strategies for developing optimal therapeutic antibodiesRead more

day: Day Two

Exploring a Theoretical Framework to Guide De Novo Biologic Design 3:00 pm

Task 1: Given the antigen sequence, can you set the sequence motif of the antibody to make a reliable prediction on whether a particular antibody would bind to this antigen? Task 2: Given an antibody sequence, can you identify the most likely epitope on a particular antigen if you already know that this antibody binds…Read more

day: Day One

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