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GeoCoupling Learns Optimal Temporal Coupling for Multimodal Biomolecular Design

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Diego del Alamo@DdelAlamo

Protein seq/structure diffusion-based codesign improves when the two design modes evolve independently, with sequence design starting only after structure is mostly decided. One of those things that we all already knew from experience, but now formally discovered algorithmically

1:53 PM · Jun 8, 2026 · 5.9K Views
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Users appreciate GeoCoupling learning optimal temporal coupling for multimodal biomolecular design because it effectively denoises alpha carbon coordinates faster than latent variables, similar to the proteina complexa paper.

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Arda Göreci@ArdaGoreci

@DdelAlamo Does that count as “co-design” though? Same model I suppose

11hViews 145Likes 1
Joshua Box@DrJoshuaBox

@DdelAlamo Nice. Also effectively in the proteina complexa paper tbf where the alpha carbon coords are denoised at a faster rate than the the latent variables

9hViews 33
Diego del Alamo@DdelAlamo

@DrJoshuaBox I was thinking this and DISCO where they flatten the distribution of AAs in earlier steps

6hViews 15