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Dataset results
547 results for “Model Tests”
Numerical results data of 'Impact of Injection Pressure and Polyaxial Stress on Hydraulic Fracture Propagation and Permeability Evolution in Greywacke: Insights from Discrete Element Models of a Laboratory Test'
<p>Numerical results data of '<strong>Impact of Injection Pressure and Polyaxial Stress on Hydraulic Fracture Propagation and Permeability Evolution in Greywacke: Insights from Discrete Element Models of a Laboratory Test</strong>'</p>
Training and test dataset for CNN-LSTM model for GW waveform extraction
<p>This repository contains training and test samples corresponding to the paper, 'Extraction of binary black hole gravitational wave signals from detector data using deep learning', Chatterjee et al., Phys. Rev. D <strong>104</strong>, 064046 (2021).</p>
Study on a quantitative method for determining mixing proportion of transparent cemented soil for visual geotechnical model tests
<p>An effective mixing of transparent cemented soil is necessary for visual geotechnical model tests, so a quantitative method for determining mixing proportion of transparent cemented soil was generated in this paper. Firstly, quartz sand, Nanoscale silica powder and N-dodecane mixed 15# white oil were selected as the raw materials, and a series of orthogonal experiments were designed. Concurrently, the main physical and mechanical parameters (volumetric weight γ, internal friction angle φ, cohesion c) of transparent cemented soil were measured, caused by the change of "particle size of quartz sand" and " mass ratios between fumed silica and fused quartz". Subsequently, multiple linear regression equations of various physical and mechanical parameters (γ, φ, c) were obtained by fitting the original test data. Finally, the rationality of multiple linear regression equations was proved. The research results indicated: (1) the volumetric weight changes from 16.13kN/m<sup>3</sup> to 12.53kN/m<sup>3</sup>, the Internal friction angle is between 27.07° and 14.82°, and the cohesion varies from 31kPa to 2.3kPa, the parameters meet the similar requirements of the surrounding rock (grade ⅳ and ⅴ) and clay; (2) The values of Multiple R values (all greater than 0.88) and the Significance F value (all close to 0) proves the three regression equations were valid; (3) Combining the three regression equations and particle size of quartz sand, the mass ratio between fumed silica and fused quartz and geometry similarity constant were solved. All the conclusions mentioned could provide theoretical support and data reference for transparent soil model test implementation.</p>
RESTful API Testing with the Power of Large Language Models
<p>Sample data for <a href="https://ase2023.hotcrp.com/u/1/paper/519">RESTful API Testing with the Power of Large Language Models</a></p>
2D Abaqus finite element model of the climbing drum peel test for fracture toughness and mode mixity determination
<p>Abaqus finite element model files published in connection with the below article:</p> <p>Jespersen, K.M and Toftegaard, H. L. (2023), Mode mixity for the fracture toughness obtained by climbing drum peel tests. Risø symposium 2023. <a href="https://doi.org/10.1088/1757-899X/1293/1/012032">doi.org/10.1088/1757-899X/1293/1/012032</a></p> <p>Uploads include the overall .cae file for Abaqus 2022 and the corresponding .odb (result) and .inp files. Videos showing the deformation of the model are included for the "CDP_mat-GFRP_cracklength-a10_BC-gripped" case.</p>
Evaluation of in vitro rat and human airway epithelial models for acute inhalation toxicity testing
<p><em>In vivo</em> models (mostly rodents) are currently accepted by regulatory authorities for assessing acute inhalation toxicity. Considerable efforts have been made in recent years to evaluate in vitro human airway epithelial models (HAEM) as replacements for <em>in vivo</em> testing. In the current work, an organotypic <em>in vitro</em> rat airway epithelial model (RAEM), rat EpiAirway™, was developed and characterized to allow a direct comparison with the available HAEM, human EpiAirway™, in order to address potential interspecies variability in responses to harmful agents. The rat and human models were evaluated in two independent laboratories with 14 reference chemicals, selected to cover a broad range of chemical structures and reactive groups, as well as known acute animal and human toxicity responses, in three replicate rounds of experiments. Toxicity endpoints included changes in tissue viability (MTT assay), epithelial barrier integrity (TEER, transepithelial electrical resistance), and tissue morphology (histopathology). The newly developed rat EpiAirway™ model produced reproducible results across all replicate experiments in both testing laboratories. Furthermore, a high level of concordance was observed between the RAEM and HAEM toxicity responses (determined by IC<sub>25</sub>) in both laboratories, with R<sup>2</sup> = 0.78 and 0.88 when analyzed by TEER; and R<sup>2</sup> = 0.92 for both when analyzed by MTT. These results indicate that rat and human airway epithelial tissues respond similarly to acute exposures to chemicals. The new in vitro RAEM will help extrapolate to<em> in vivo</em> rat toxicity responses and support screening as part of a 3Rs program.</p>
The appendix for evaluating the impact of large-scale nucleic acid testing and home quarantine on COVID-19 prevention and control: a dynamic modeling approach
<p><strong>Appendix I</strong>: The program of evaluating the impact of large-scale nucleic acid testing and home quarantine on COVID-19 prevention and control: a dynamic modeling approach</p> <p><strong>Appendix II</strong>: The sensitivity analysis of evaluating the impact of large-scale nucleic acid testing and home quarantine on COVID-19 prevention and control: a dynamic modeling approach</p>
Data for: The biomechanics of tooth strength: testing the utility of simple models for predicting fracture in geometrically complex teeth
<p>Teeth must fracture foods while avoiding being fractured themselves. This study evaluated dome biomechanical models used to describe tooth strength. Finite element analysis (FEA) tested whether the predictions of the dome models applied to the complex geometry of an actual tooth. A finite element model (FEM) was built from microCT scans of a human M3. The FEA included three loading regimes simulating contact between 1) a hard object and a single cusp tip, 2) a hard object and all major cusp tips, and 3) a soft object and the entire occlusal basin. Our results corroborate the dome models with respect to the distribution and orientation of tensile stresses, but document heterogeneity of stress orientation across the lateral enamel. This implies that high stresses might not cause fractures to fully propagate between cusp tip and cervix under certain loading conditions. The crown is most at risk of failing during hard object biting on a single cusp. Geometrically simple biomechanical models are valuable tools for understanding tooth function but do not fully capture aspects of biomechanical performance in actual teeth whose complex geometries may reflect adaptations for strength.</p>
Artifact for paper "An Experimental Evaluation of Conformance Testing Techniques in Active Automata Learning" at MODELS 2023
<p>This is the archival artifact intended for artefact evaluation of the paper "An Experimental Evaluation of Conformance Testing Techniques in Active Automata Learning" accepted at MODELS 2023. </p>
Applicability of Search-based Algorithms for Model-based Game Play Testing - an Empirical Study
<p>Experimental data used for the study on EvoMBT approach for testing of games.</p>
Personalised Therapy for Metastatic ADPC Determined by Genetic Testing and Avatar Model Generation
ClinicalTrials.gov study NCT02795650. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
Testing a Scalable Model For ACEs-Related Care Navigation
ClinicalTrials.gov study NCT05567250. IPD Sharing: YES. Countries: 1. Publications: 2.
A Community-based Implementation Model for HIV Prevention and Testing in Malawi
ClinicalTrials.gov study NCT02765659. IPD Sharing: NO. Countries: 1. Publications: 4.
Testing a Cognitive Behavioral Model for Reducing Dyspnea in Patients With Lung Cancer
ClinicalTrials.gov study NCT05304793. IPD Sharing: NO. Countries: 1. Publications: 1.
A Nurse-Community Health Worker-Family Partnership Model: Addressing Uptake of COVID-19 Testing and Control Measures
ClinicalTrials.gov study NCT04832919. IPD Sharing: YES. Countries: 1. Publications: 1.
The Family Stress Study - Chronic Stress and Child Adiposity: Testing a Bio-behavioural Model
ClinicalTrials.gov study NCT05534711. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
Implementation and Testing of an eHealth Integrated Model of Care for Patients Receiving Allogeneic Stem Cell Transplantation: The SMILe Project
ClinicalTrials.gov study NCT04789863. IPD Sharing: NO. Countries: 1. Publications: 1.
Developing and Testing AI Models for Fetal Biometry and Amniotic Volume Assessment in Fetal Ultrasound Scans.
ClinicalTrials.gov study NCT05059093. IPD Sharing: YES. Countries: 1. Publications: 15.
Multicenter Study to Develop a Model to Identify Uric Acid Urinary Tract Stones Using CT and Lab Tests
ClinicalTrials.gov study NCT07328932. IPD Sharing: NO. Countries: 1. Publications: 5.
Test of A Model of Representational Knowledge Stored in the Human Prefrontal Cortex
ClinicalTrials.gov study NCT00024908. IPD Sharing: Not stated. Countries: 1. Publications: 3.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.