Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• Single-cell analysis reveals multi-faceted features of B cell development, together with age-associated B cell subpopulations.

  PMID 41520091 · PMC12905261 · Communications biology · 2026 · 8 claims · 8 setups

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  18 B cell subpopulations were identified spanning the full developmental continuum from early progenitors to plasma cells, including 4 previously unappreciated minor subpopulations (FTLhi, S100A8hi immature; FOShi, HSPA1Ahi naïve).

  in-house enriched tonsil peripheral scrna-seq scvdj-seq velocity

• Dissecting gene regulatory networks governing human cortical cell fate.

  PMID 41565813 · PMC12999477 · Nature · 2026 · 8 claims · 6 setups

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  ZNF219, a previously uncharacterized transcription factor, represses neural differentiation in human cortical radial glia

  cortical rhesus single-cell scrna-seq immunocytochemistry