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).

• Wireless sensor network design with reliable and long network lifetime.

  PMID 41981015 · PMC13083951 · Scientific reports · 2026 · 8 claims · 2 setups

  Has reproduction · 65

  Three strategies (Single Copy, Double Copy, Hybrid) jointly address the four WSN design problems (coverage, sink placement/routing, activity scheduling, data routing) together with network reliability in a unified framework.

  simulated large-scale mixed-integer lagrangian

• Minimal metabolic pathway structure is consistent with associated biomolecular interactions.

  PMID 24987116 · PMC4299494 · Molecular systems biology · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  MinSpan, a mixed-integer linear optimization algorithm, computes the shortest, linearly independent pathways (sparsest basis of the null space of the stoichiometric matrix S) for genome-scale metabolic networks, which convex approaches (extreme pathways, elementary flux modes) cannot do at genome scale.

  simplified genome-scale cerevisiae coli minspan spearman comparative