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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,446 datasets
Experimental data from Li-ion batteries used to validate an integrated Bayesian approach for battery health monitoring. The approach uses Relevance Vector Machines and Particle Filters to estimate state-of-charge, state-of-health, and state-of-life. The dataset is provided by the National Aeronautics and Space Administration and was last updated in April 2026.
993 participants aged 40-79 from Izu Oshima, Japan, were analyzed for plasma equol levels and precancerous colorectal lesions via colonoscopy. The study, published in 2024, found no significant association between equol production status and lesion presence. This supplementary material includes the research methodology and results.
Haogeng Wang's dataset, last updated on 2026-04-21, contains the manuscript for a network meta-analysis evaluating acupuncture-related interventions for acute exacerbation of chronic obstructive pulmonary disease. The analysis synthesizes data from 45 randomized controlled trials involving 3,156 participants, sourced from databases including PubMed, Embase, and CNKI up to September 2025. The primary outcome is symptom improvement, with secondary outcomes including forced expiratory volume and forced vital capacity.
A 9.2 MB collection of files supporting a paper proposing a Bayesian semi-parametric method for quality design with functional multi-response data. The dataset, authored by Xiaoying Chen and last updated on 2026-04-25, includes simulation examples and 3D printing examples to verify the proposed modeling and optimization method. It is shared under a CC-BY-4.0 license on figshare.
Dispersal data for individual guppies from a controlled experiment. The dataset includes dispersal consistency scores, brain weight measurements, and selection line information for fish exposed to control and drought treatments. Gilles De Meester authored this 11.5 KB dataset, last updated on 2026-05-05.
Geoscience Australia's Marine Samples Database provided samples extracted in August 2010 for this study. The research compares 18 spatial interpolation methods, including RFIDS and RFOK, to predict seabed sand content within the Australian Exclusive Economic Zone (AEEZ). Model averaging and secondary variables were evaluated, with the most accurate methods reducing prediction error by up to 7%.
Experimental data on the preparation and analysis of cottonseed peptides, comparing spray drying and freeze drying methods. The dataset includes results from single-factor and response surface experiments, functional property measurements, antioxidant activity assays, and non-targeted metabolomics. It was authored by Chen Chen and last updated on 2026-04-19.
174,064 individual cats from 88 countries were analyzed in a systematic review of zoonotic pathogen prevalence. The dataset includes 124 pathogen species, 97 of which are zoonotic, comparing indoor-only, outdoor-owned, and unowned cats. Amy G. Wilson authored this research, which was last updated in April 2026.
A global dataset of nitrogen emission factors and combustion factors for biomass burning. The final curated data includes 1,279 data points for NH3, 1,075 for NO, and thousands more for other nitrogen species. It was compiled by Yuan Jiang from a global fuel consumption database and 103 peer-reviewed publications, and last updated on 2026-04-27.
45 thin section images were analyzed to produce population-level morphometric statistics. The dataset includes central tendency measures, sorting parameters, and shape characteristics. Sofia Kouki published the summary statistics on figshare in May 2026.
A study by Jean-Franรงois Doherty developed a non-invasive method to detect endoparasitic infection in live insects. The dataset likely contains results from TaqMan assays quantifying extracellular DNA from hairworms and mermithids in the frass of cave wฤtฤ and earwig hosts. Data was harvested from the Borealis Dataverse platform and last updated on June 6, 2026.
The National Statistical Profile of Canadian Libraries contains 68 different data elements recording library usage and resource measures across public, academic, school, and national special libraries. Data was compiled from secondary sources including library agencies, associations, and Statistics Canada, with reporting years primarily centered on 2010. The dataset was created by Michael R. Brundin for the Canadian Library Association in November 2012.
A geospatial dataset mapping seabed sediments in Keppel Bay, Central Queensland, Australia. The data was produced by Geoscience Australia using sediment sampling and acoustic seabed mapping tools. Sediments are classified into five distinct classes based on grainsize, chemical composition, and modelled seabed shear stress.
A statistical analysis of extreme storm events on the eastern and southern coasts of Australia, focusing on storm clustering. The dataset is derived from a 30-year timeseries of observations and includes variables such as significant wave height, wave period, direction, duration, and storm surge. The study was conducted as part of the Bushfire and Natural Hazards CRC Project and the preliminary analysis is presented for a site in New South Wales.
A meta-analysis synthesizing evidence from 10 randomized controlled trials encompassing 1,435 glioblastoma patients. The dataset, authored by Pan Wei and updated in April 2026, evaluates the efficacy and safety of tyrosine kinase inhibitor combination therapies using progression-free survival, overall survival, and adverse event metrics.
10 randomized controlled trials with 1,435 glioblastoma patients were analyzed in this meta-analysis. The study, authored by Pan Wei and updated in April 2026, synthesizes evidence on the efficacy and safety of tyrosine kinase inhibitor combination therapies.
A 2026 meta-analysis synthesizing evidence from 10 randomized controlled trials published up to January 10, 2026, encompassing 1,435 glioblastoma patients. The study, authored by Pan Wei, evaluates the efficacy and safety of tyrosine kinase inhibitor combination therapies, reporting pooled hazard ratios and risk ratios for outcomes like progression-free survival and adverse events.
69.5 KB of summary statistics and statistical comparisons for all quantitative data from a specific manuscript. The data is provided by author Nicholas D. Christman in an XLSX file under a CC-BY-4.0 license and was last updated on June 4, 2026.
144.9 MB replication files analyze fragmented identity documentation among Syrian refugees in Lebanon. Latent class analysis identifies four prevalent patterns of document ownership, linking them to varied access to services and vulnerabilities. The dataset, authored by V.N. Tran and released under CC-BY-4.0, provides files for replicating this research.
A theoretical document proposing an alternative model to the electron cloud concept in atomic structure. The author, Richard Morefield, describes a layered tetrahedral model for electron arrangement and bonding points, with implications for proton acceleration in elements like lutetium and polonium. The document was last updated on May 8, 2026 and is shared under a CC-BY-4.0 license.