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Ryan van Mastrigt

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#protein folding Preprint Aug 2026

Machine learned designs of functional colloidal foldamers

Using reinforcement learning, model DNA-coated droplet chains are folded into rigid two-dimensional geometries, uncovering two classes of pathways: downhill, in which bonds are only added, and detour, in which bonds are broken and remade before the target is reached: for some the only route that exists.

Ryan van Mastrigt, Z. Zeravcic · 0 citations