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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
3,069 datasets
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.
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 323.7 KB dataset on figshare contains structural data for a novel antiarrhythmic lead compound, 6β24. 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.
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 PI3KΞ΄ 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 dataset was authored by Shixun Zhou and uploaded to figshare in April 2026.
109 randomized controlled trials involving 16,353 participants were analyzed to compare pharmacological and biological treatments for amyotrophic lateral sclerosis. The study, authored by Shixun Zhou and updated in April 2026, used a Bayesian network meta-analysis to rank interventions on functional decline, respiratory function, and safety outcomes. Results indicate cell therapy combined with neuroprotective agents showed the greatest attenuation of functional decline.
A 2025 network meta-analysis synthesizing results from 109 randomized controlled trials involving 16,353 participants with amyotrophic lateral sclerosis (ALS). The dataset, authored by Shixun Zhou and published under CC-BY-4.0, compares the efficacy and safety of pharmacological and biological interventions on functional, respiratory, and survival outcomes.
Shixun Zhou's network meta-analysis, uploaded to figshare in April 2026, systematically compares pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The dataset includes results from 109 randomized controlled trials involving 16,353 participants, with efficacy measured by the ALS Functional Rating Scale-Revised (ALSFRS-R) and safety by serious adverse events.
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 document was authored by Shixun Zhou and uploaded to figshare in April 2026.
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.
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 databases like PubMed and Cochrane up to February 25, 2025. The document was authored by Shixun Zhou and published on figshare in April 2026 under a CC-BY-4.0 license.
A 2025 network meta-analysis synthesizing data from 109 randomized controlled trials involving 16,353 participants with amyotrophic lateral sclerosis (ALS). The dataset, authored by Shixun Zhou and published on figshare in 2026, compares the efficacy and safety of pharmacological and biological therapies using Bayesian statistical methods.
109 randomized controlled trials involving 16,353 participants were analyzed to compare pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). This network meta-analysis, authored by Shixun Zhou and uploaded in April 2026, systematically ranks interventions based on functional decline, respiratory function, mortality, and adverse events. The study's results and methodology are documented in a 317.5 KB text file.
Shixun Zhou's document presents a network meta-analysis of pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, with data sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The study compares interventions on outcomes like the ALS Functional Rating Scale-Revised, forced vital capacity, mortality, and serious adverse events.
Sediment sources to the Fitzroy River coastal zone have been identified and quantified using an integrated geochemical and modelling approach. The dataset, hosted by the Australian Ocean Data Network, likely contains geochemical data and model outputs revealing changes in catchment contributions over the Holocene. A Bayesian statistical model revealed an estimated enrichment of basaltic material by a factor of approximately 3 relative to catchment abundances.