Sequencing and structure prediction are solved; biomolecular function prediction remains the frontier

FrankNoeBerlin · x · 2026-10-20

Frank Noe shares a roadmap of scalable techniques in molecular biology: sequencing (1980 DNA sequencing, 2022 next-gen sequencing) and structure prediction (2024 protein structure prediction) are solved, but scalable biomolecular function prediction remains unsolved.

The open problem: how biomolecules change shape, bind and interact, and how this leads to biological function and disease. His group's mission is to build quantitative methods that can scale to the genome.

Related event: Microsoft Open-Sources BioEmu2, Claiming 100,000x Speedup in Biomolecular Dynamics(15 posts)→

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