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).

• Uncertainty-aware genomic deep learning with knowledge distillation.

  PMID 41523993 · PMC12779563 · NPJ artificial intelligence · 2026 · 7 claims · 6 setups

  Full-text index only

  DEGU distills an ensemble of teacher DNNs into a single student model by jointly predicting the ensemble mean and the variability (epistemic uncertainty) across ensemble predictions.

  drosophila k562 deepstarr starr-seq starr-seq-derived lentimpra base-resolution

• A computational pipeline to visualize DNA-protein binding states using dSMF data.

  PMID 35463472 · PMC9026571 · STAR protocols · 2022 · 8 claims · 2 setups

  Has reproduction · 89

  The pipeline maps states of protein-binding DNA in vivo using dSMF data and identifies binding states at an enhancer in Drosophila S2 cells

  drosophila dual-enzyme starr-seq