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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
3,080 datasets
A dataset likely related to optimizing the radiation pattern of a phased array antenna using Particle Swarm Optimization. The data was published by IOSR Journals on the Papers with Code platform. The specific content, scale, and structure require verification after download.
A paper and likely associated code or results on a lossless image compression method. The work is published by Iosr Journals and is available via the paperswithcode platform. The specific dataset content, such as test images or performance metrics, is not detailed in the provided metadata.
The D³ VITAL-X Unified Research Archive consolidates four interconnected theoretical manuscripts and computational frameworks. The collection includes work on universal turbulence laws, high-dimensional entropy gradients, quantum vacuum instability, and collapse-regulated astrophysical systems. The research was developed by Team D³ VITAL-X in Bangladesh, with the archive last updated on 2026-05-22.
A dataset containing multi-sensor time-series signals and time-to-failure event data for multi-mode failure prediction, focused on jet-engine systems. The data supports a hierarchical Bayesian joint model integrating a Cox proportional hazards model, a Convolved Multi-output Gaussian Process, and multinomial failure mode distributions. It was published by Sina Aghaee Dabaghan Fard on the figshare platform in April 2026.
Divyabala Kanagaraj's research investigates the approximate controllability of a nonlinear time-fractional impulsive Navier-Stokes equation driven by fractional Brownian motion. The work presents theoretical results on the existence of mild solutions and approximate controllability, validated with an application to turbulence control in an aircraft model. The dataset, last updated in April 2026, consists of a 18.2 KB BIB file.
The Australian Exclusive Economic Zone (AEEZ) is the geographic scope for this dataset. It contains predictions of seabed sand content derived from samples extracted in August 2010 from Geoscience Australia's Marine Samples Database. The study compares 18 spatial interpolation methods, including RFIDS and RFOK, and provides guidelines for improving marine environmental data predictions.
Q-mode factor analysis classified estuarine sediment samples from Broad Sound, Queensland, into two geologically distinct groups representing intertidal and supratidal deposition. The dataset, hosted by the Australian Ocean Data Network, includes analyses of variables such as P2O5, Cu, Pb, Zn, pH, and Eh to identify processes controlling trace element concentrations. It was last updated on 2026-04-16.
Health statistics from the Myanmar Statistical Information Service (MMSIS), last updated in April 2026. The dataset includes indicators for vital statistics, antenatal care, and maternal care. It is provided by the Health Cluster in Excel format under a CC-BY-4.0 license.
Artificial neural network model outcomes predict mechanical properties and CO2 emissions for fly ash and silica fume geopolymer concrete mixes. The dataset contains statistical results from models achieving high prediction accuracy, with R² values between 0.96 and 0.99. Jahanzeb Javed authored this research, which was last updated in April 2026.
Stefano Dalla Bona's 2026 research report provides an empirical case study comparing Null Hypothesis Significance Testing (NHST) and Bayesian inference. The study applies both frameworks to the same hypothesis test using Generalized Linear Mixed Models with a binary outcome under realistic, underpowered experimental design constraints. The 131.3 KB PDF file is licensed under CC-BY-4.0 and was last updated on April 16, 2026.
Flow cytometry data from a 2026 study comparing cytokine production in intestinal immune cells between healthy mice and a mouse model of necrotizing enterocolitis (NEC). The dataset, authored by Junyu He, contains measurements of IL-17A and IL-22 producing cells within three distinct group 3 innate lymphoid cell (ILC3) subsets, with 6 biological replicates per experimental group.
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.
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.
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.
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.