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Principle of Generative Chemistry

An editable high resolution scientific image depicting Principle of Generative Chemistry

Description

This figure illustrates the core principle of generative chemistry, where machine learning models optimize molecular structures in a multidimensional latent space to design improved compounds. A non-optimal seed molecule is encoded into numerical representations, refined through generator models using multi-objective optimization and decoded into new structures with enhanced properties. This template is adapted from Dr. Jeremy Jenkins' keynote presentation at BioRender's virtual event, 'Mastering the AI Era: Exclusive Insights from Novartis, MIT & Top Biotech Leaders'.
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