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).

• A machine learning approach uncovers principles and determinants of eukaryotic ribosome pausing.

  PMID 39423268 · PMC11488575 · Science advances · 2024 · 8 claims · 5 setups

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  An unsupervised ML pipeline using the extended isolation forest (EIF) algorithm can reliably detect ribosome pausing sites from noisy, coverage-biased RiboSeq data across expression levels

  saccharomyces simulated yeast riboseq simulated comparative

• 96 sample parallel acoustic fragmentation for high throughput next generation sequencing library preparation.

  PMID 41701697 · PMC12912608 · PloS one · 2026 · 8 claims · 7 setups

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  Nanodroplets facilitate parallel fragmentation of up to 96 genomic DNA samples in a modified/adapted Qsonica sonication device using inexpensive PCR plates.

  gdna yeast fragmented acoustic gel ngs