SMFNet: a diffusion model predicting single-molecule chromatin accessibility from one DNA sequence

anshulkundaje · x · 2026-11-06

Researchers unveiled SMFNet, a seq2func diffusion model that predicts single-molecule chromatin accessibility — "one DNA sequence, many chromatin states."

Co-first authors Nate Diamant and Till led the work with Yuliya, Roze, Anshul Kundaje, and Arnaud Krebs. The model is applied to single-molecule footprinting (SMF), a fittingly generative use case, and an explainer video accompanies the release.

Related event: Stanford and EMBL release SMFNet, a diffusion model for single-molecule chromatin accessibility(7 posts)→

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