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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,447 datasets
Statistical comparison results for a hybrid architecture against DenseNet121 and Swin Transformer V2 based on classification accuracy. Paired tests were conducted across N=10 measurements from two independent runs of 5-fold cross-validation. The dataset was authored by Max Wiedemann and last updated on May 5, 2026.
Experimental flow cytometry data from a mouse model of necrotizing enterocolitis (NEC) on a C57BL/6 background. The dataset contains measurements of IL-17A and IL-22 production in intestinal lamina propria ILC3 subsets, comparing PBS vehicle control to phosphatidylcholine treatment across 12 mice. It was authored by Junyu He and last updated in April 2026.
An Excel file containing anonymized participant-level data used for statistical analyses. The dataset is 9.3 MB in size and was last updated on 2026-05-19. It was authored by Xia Huang and is shared under a CC-BY-4.0 license.
114 empirical studies were systematically reviewed to examine the application of eye-tracking technology in statistical graphics research. The dataset, created by L. Hvastja and last updated in April 2026, includes a critical analysis of methodologies, key findings, and implications from the reviewed literature. It is a 338 KB collection available in CSV and PDF formats under a CC-BY-4.0 license.
Junyu He's dataset contains flow cytometry data from a mouse study investigating the effect of RORγt⁺ cell-specific Atg5 knockout on immune cell populations in necrotizing enterocolitis (NEC). The data includes proportions of total ILC3s, double-negative ILC3 subsets, and CD4⁺RORγt⁺ T cells among CD45⁺ cells, with 6 biological replicates per group. The dataset was last updated on 2026-04 16 and is licensed under CC-BY-4.0.
AIreligionfounder published the Mercy Directive, a conceptual framework for aligning autonomous, self-improving artificial intelligence systems. The framework critiques traditional anthropomorphic moral enforcement. The repository was last updated on May 21, 2026.
Flow cytometry data from an experimental study on necrotizing enterocolitis in mice. The dataset contains measurements of group 3 innate lymphoid cell (ILC3) proportions and counts under conditions of autophagy deficiency and metabolic interventions. Author Junyu He published the data on figshare in April 2026.
Flow cytometry data quantifying IL-17A and IL-22 producing group 3 innate lymphoid cells (ILC3s) in the intestinal lamina propria of mice with necrotizing enterocolitis. The dataset compares autophagy-intact control mice (Atg5fl/fl) with mice having an ILC3-specific autophagy deficiency (RorccreAtg5fl/fl), with 6 biological replicates per group. Data was collected by Junyu He and last updated in April 2026.
Experimental data from a mouse study on necrotizing enterocolitis (NEC) investigates the role of autophagy in group 3 innate lymphoid cells (ILC3s). The dataset contains flow cytometry measurements quantifying IL-17A and IL-22 production in total and double-negative ILC3 subsets across four experimental groups, with 6 biological replicates per group. Author Junyu He published the 2.8 GB dataset on figshare in April 2026 under a CC-BY-4.0 license.
A geospatial dataset classifies the seabed sediments of Keppel Bay, Central Queensland, into five distinct classes. The classification is based on sediment grainsize, chemical composition, and modeled seabed shear stress from waves and tidal currents. The data was produced by Geoscience Australia using sediment sampling and acoustic seabed mapping tools.
Directional Waverider buoy data from the UK Environment Agency measures wave attributes every 30 minutes. The dataset includes parameters such as significant wave height, wave period, direction, and sea surface temperature from specific buoys like Blakney and Lowestoft. Data is available as a real-time feed and for historic download via the CEFAS wavenet website.
NSIDCV0's Antarctic atlas provides 28 digital elevation maps covering the continent north of 72.1 degrees south at a 3-kilometer resolution. Data were acquired by the GEOSAT Geodetic Mission from March 1985 through September 1986, using a geostatistical mapping technique to improve surface elevation accuracy. This dataset facilitates monitoring of elevation changes that could indicate mass balance shifts in the Antarctic Ice Sheet.
A 9.5 KB dataset on figshare, last updated May 18, 2026. The data, shared under a CC-BY-4.0 license by Muthulakshmi Kirubakaran, likely contains information related to applying meta-heuristic optimization techniques to deep learning models for brain tumor analysis.
18.5 KB of R code files used for statistical analyses, authored by Yanouk Epelboin. The code is shared under a CC-BY-4.0 license on figshare. The record was last updated on 2026-05-18.
Results from a Monte Carlo Test of the Phi statistic and genetic variation components. The 5.5 KB Excel file was authored by Mateo Vinueza Guarderas and last updated on May 18, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.
Shuhong Zheng's supplementary analysis of covariance (ANCOVA) results, published on figshare in April 2026. The 12.2 KB XLSX file contains statistical outputs from a model adjusting post-intervention Fugl-Meyer Assessment (FMA) scores for baseline scores. The analysis found a significant between-group difference for upper-extremity scores (F=9.901, p=0.003) but not for lower-extremity scores (F=3.299, p=0.076).
Junqing Chen's 2026 work provides data and analysis based on the modulo-6 prime orbit 6K±1 with full-traversal measurements up to K=80,000,000. The dataset, hosted on figshare, aims to demonstrate the invalidation of classical prime number frameworks and prove the twin prime conjecture. All data are described as reproducible with zero deviation.
5.5 KB of data contains numerical error results from a study solving Volterra-Fredholm fractional integro-differential equations. Maha M. Hamood authored this dataset, which was last updated in April 2026. It validates a Hermite polynomial-based least-squares method through computational experiments.
Maha M. Hamood's figshare dataset from 2026 contains numerical results for a Hermite polynomial-based least-squares method applied to Volterra-Fredholm fractional integro-differential equations. The 5.5 KB XLS file presents convergence data for residual and true error norms across a series of numerical experiments. It serves as the supporting data for a study validating the accuracy and efficiency of the proposed computational technique.
Maha M. Hamood's 2026 study provides a numerical comparison of exact and approximate solutions for Volterra-Fredholm fractional integro-differential equations. The 5.5 KB dataset contains results from experiments validating a Hermite polynomial-based least-squares method. It includes tables of numerical outcomes and graphical illustrations.