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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,446 datasets
A mixed-methods study from 2026 by Sanmugam Annamalah explores factors influencing Smart Open Innovation adoption. It uses survey data collected directly from Singaporean manufacturing SMEs producing technology-based products. The research employs a positivist paradigm and statistical methods to analyze relationships between variables like digital readiness and sustainability orientation.
Wei Zhang's dataset supports a study on variational inference for Bayesian dynamic generalized additive models applied to mortality analysis. The data includes Italian death counts from January 2015 to December 2020, with predictors and temporally dependent multivariate random effects. The associated files include PDF, RDATA, TXT, STAN, R, and CPP formats, totaling 2.1 MB.
A dataset likely contains experimental results from a medicinal chemistry optimization campaign targeting Rho-associated coiled-coil containing protein kinase 2 (ROCK2) inhibitors for pulmonary fibrosis. The data was uploaded by Zhi Cao to figshare on 2026-05-25. It includes measurements such as IC50 values, kinetic solubility, metabolic stability, and in vivo efficacy for a series of compounds.
Michael A. Irvine published a mathematical modeling study on figshare in 2026. The dataset likely contains parameters and results from a stochastic SEIR-like model calibrated to measles outbreaks in two regions of Northern British Columbia, Canada, during 2025. It was used to simulate scenarios involving public health interventions, mobility, and school terms.
236 patients with Graves' disease received initial single-dose radioactive iodine therapy between August 2022 and August 2024 at a tertiary center in Thailand. The dataset likely contains thyroid volume categories, administered activity per gram, and 6-month outcomes including remission and adverse events. Author Keattichai Keeratitanont published this retrospective study under a CC-BY-4.0 license.
A Bayesian network meta-analysis synthesizing 39 randomized controlled trials (N=2,714 participants; mean age 58.8 years) to compare exercise modalities. The analysis, authored by Gang Huang and last updated in April 2026, evaluates the efficacy of aerobic, resistance, high-intensity interval, and combined training on chronic low-grade systemic inflammation biomarkers in postmenopausal women with overweight or obesity.
A 2026 Bayesian network meta-analysis by Yi-Ming Li, synthesizing data from 54 randomized controlled trials. It models the nonlinear dose-response relationship between exercise and lower-limb outcomes in middle-aged and older adults with stroke. The study identifies an optimal total exercise dose of approximately 1,800–2,200 MET×min/week.
Australian Department of Social Services payments data aggregated by 2021 Statistical Area 2 (SA2) for use in National Map. The data is privacy-protected with cell rounding to the nearest 5 from December 2022, and prior to that, values under five were randomly assigned. This dataset was last updated on May 15, 2026.
43 transpositional tetrad templates form the core of this supplemental data for the ChiRho transformational framework in music theory. The dataset includes catalog tables, operator definitions, orbit data, and musical examples supporting the manuscript by Bryan Roberts, last updated in May 2026. Files are provided in formats including PDF, TXT, and CSV.
Module 67 provides a real-time signal reconstruction mechanism for approximating missing telemetry or sensor data frames. The 2.5 KB TXT file contains the production C++ source implementation for a deterministic fixed-point arithmetic model. Authored by Jamie Davis and released under CC BY 4.0, it was last updated on May 30, 2026.
A simulation experiment compares statistical and mathematical techniques for predicting seabed mud content across the Australian margin. The study, sourced from the Geoscience Australian Marine Samples database, uses cross-validation to assess methods like random forest and ordinary kriging. Outcomes can be applied to modeling physical properties for improved marine biodiversity prediction.
A 323.7 KB dataset on figshare contains structural data for a novel antiarrhythmic lead compound, 6–24. The dataset, authored by Zhanpan Wu and last updated in May 2026, includes a PDB file likely detailing the compound's molecular structure derived from the roemerine scaffold.
Zhanpan Wu published a dataset on figshare in 2026 describing the discovery of a novel antiarrhythmic lead compound, 6-24. The dataset includes structural data in PDB format, totaling 1.6 MB, and details the compound's multichannel blockade profile, low hERG liability, and functional restoration capacity in cardiac models.
A 4.2 KB dataset published by Deyu Wu on figshare in May 2026. It contains data on a novel series of 4-methylquinazoline derivatives designed as potent and selective PI3Kδ inhibitors for treating acute lung injury. The dataset likely includes chemical structures, potency measurements, and selectivity data for the synthesized compounds.
Conterminous United States tidal wetland gross primary production (GPP) is mapped at 250-meter resolution in 16-day intervals from 2000 to 2019. The dataset was produced by NASA using a spatially explicit Blue Carbon model that integrates MODIS EVI data, tidal wetland cover, and eddy covariance tower measurements. It provides a detailed, long-term record of carbon flux in coastal ecosystems.
218 children from a moderate malaria transmission area and 90 age-matched controls from a non-endemic area were studied. Telomere length was measured via qPCR in cross-sectional blood samples from 2007, 2010, and 2013, correlated with cumulative malaria episodes tracked by active weekly surveillance. The dataset, authored by Aurelie Miglar and licensed CC-BY-4.0, was last updated on 2026-05-13.
A 2026 study by Ji Won Kim details quantitative results from optimizing callus culture conditions for the medicinal plant Tetradium daniellii. The dataset includes measurements of rutaecarpine and evodiamine alkaloid content across different media and light conditions, analyzed via UHPLC-MS/MS. It compares levels in callus cultures, immature fruits, and plantlets to assess sustainable production methods.
Experimental data from a study optimizing callus culture conditions for the medicinal plant Tetradium daniellii. The dataset includes results from culturing leaf and petiole tissues on four media types under light and dark conditions, with alkaloid content quantified via UHPLC-MS/MS. It was authored by Ji Won Kim and last updated in May 2026.
Department of Home Affairs publishes quarterly statistical reports on the Temporary Work (skilled) visa program, covering subclasses 457 and 482. The data includes counts of visa grants and visa holders, with dimensions such as snapshot dates, financial year, gender, citizenship, occupation, and employer industry. These de-identified statistics were republished in 2024 following a privacy review and are released under a CC-BY-4.0 license.
A systematic review and network meta-analysis of pharmacological and biological therapies for Amyotrophic Lateral Sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The study was authored by Shixun Zhou and published on figshare in April 2026.