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  • title: Protein structure generation via folding diffusion
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            Protein structure generation via folding diffusion
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            Protein structure generation via folding diffusion

            Dec 2, 2022

            Speakers

            KEW

            Kevin E. Wu

            Speaker · 0 followers

            KKY

            Kevin K. Yang

            Speaker · 0 followers

            RVdB

            Rianne Van den Berg

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            About

            The ability to computationally generate novel yet physically foldable protein structures could lead to new biological discoveries and new treatments targeting yet incurable diseases. Despite recent advances in protein structure prediction, directly generating diverse, novel protein structures from neural networks remains difficult. In this work, we present a new diffusion-based generative model that designs protein backbone structures via a procedure that mirrors the native folding process. We d…

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            NeurIPS 2022

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