Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
1,028
datasets available to search
ShareScore release 0.7.1
Dataset results
1,028 results for “simulation model”
Modeling the nutritional value of thermally processed food products based on CFD simulations - Results of the Miniatura 6 NCN grant
<p>1. Description of the purpose of the scientific activity: The aim of the scientific activity was to optimize the heat treatment process of food products using Computational Fluid Dynamics (CFD) simulations and to assess the impact of this process on the nutritional value of the finished product. The following beef meat was selected for the study: strip beef, shin, entrecote, neck, leg, topside, topside, shoulder and brisket. The obtained results on the selection of heat treatment parameters, i.e. temperature, time, forced convection, allowed for the creation of a knowledge base on the basis of which a multi-factor optimization was carried out between the basic composition (the amount of: protein, fat, water, connective tissue and ash) and the content of conjugated linoleic acid (CLA) and vitamin E in beef. The aim and scope of the research has been achieved.</p> <p>2. Description of the implementation of the scientific activity: Experimental research was carried out at the Department of Food Technology and Design at the Warsaw University of Life Sciences. The raw material for the tests, i.e. beef meat from elements of different basic composition (protein, fat, connective tissue, ash, water): strip beef, rind entrecote, neck, leg, topside, topside, shoulder, brisket was purchased in three batches . The scope of the scientific activity included three stages:</p> <ul> <li>CFD simulation - computer simulation of heat treatment of beef characterized by a diverse basic composition and determination of the reduction of CLA and vitamin E content in various conditions of the thermal process - building a knowledge base,</li> <li>RSM optimization - using the CFD database of changes in the content of CLA and vitamin E, depending on the parameters of the thermal process, for optimization using the response surface method (RSM) - it allowed the selection of the best thermal treatment parameters ensuring the smallest losses of the above-mentioned bioactive ingredients,</li> <li>verification - laboratory tests were carried out using chromatographic techniques of vitamin E (HPLC - high-performance liquid chromatography) and CLA (GC - gas chromatography) content to confirm the predicted RSM results based on CFD simulation. Information on the mechanism of shaping the content of CLA and vitamin E in heat-treated beef allowed for the creation of a database that makes it possible to determine the optimal conditions for heat treatment of food products. The research was experimental, and the obtained results provided information on the mechanism of thermal decomposition depending on the parameters of the heat treatment process and the basic composition of food products. The scientific activity was used to develop a mechanism describing the relationship between the basic composition, method and parameters of heat treatment and the thermal stability of CLA and vitamin E in beef.</li> </ul> <p>3. Description of the effects of the implementation of the scientific activity:</p> <p>The study showed a significant effect of the basic composition of beef on changes in the content of vitamin E and CLA during heat treatment. The use of an innovative method of modeling and simulation of thermal processes with the use of CFD allowed for a precise analysis of changes in the content of the above-mentioned substances. components in meat samples of different basic composition. The analyzes carried out showed that the content of: protein, fat, tk. total, ash, water in individual elements of the beef carcass, i.e. strip beef, rib eye shank, neck, round, topside, topside, shoulder, brisket affects the temperature distribution in the entire volume of the raw material, which results in partial decomposition of vitamin E and CLA. Based on the developed experimental model, optimization was performed using the response surface method (RSM), thanks to which the best parameters of the heat treatment process using a convection steam oven were obtained. The optimization was carried out individually for each element differing in basic composition, and among the optimized process parameters were: processing temperature [℃], humidity inside the furnace chamber [%], process time [s] and fan speed ensuring forced convection of air and steam [RPM ]. The last, third stage of the research task was the verification of the optimization model with the results of laboratory analyses. The tests carried out using gas chromatography (GC) and high-performance liquid chromatography (HPLC) allowed to obtain the results of vitamin E and CLA content at a level consistent with those predicted on the basis of RSM models.</p>
Large-eddy simulation model data for article Study of surface layer characteristics in the presence of suspended snow particles using observational data and large-eddy simulation
<p>Large-eddy simulation model data [8. Mortikov E.V., Glazunov A.V., <br> Lykosov V.N. Numerical study of plane Couette flow: <br> turbulence statistics and the structure of pressure-strain correlations <br> // Russ. J. Numer. Analysis Math. Model. 2019. V. 34. № 2. P. 119–132.]<br> The setup of experiments was based<br> on the GABLS-1. The height, width and length of the domain was 4000 m<br> with spatial resolution of 11.7m. U18, U16 - geostrophic wind 18 and 16 m/s,<br> CR - cooling rate 0K/h, 1K/h, 2K/h.<br> Two series of experiments were performed: “NS“ and “SS“.<br> In the experiment “NS“ the surface layer was described according to the<br> Monin-Obukhov similarity theory. The experiments “SS“<br> utilized the parameterization, which takes into account the effect<br> snow particles.</p>
SRDTrans model for simulated SMLM data
<p>SRDTrans model for simulated SMLM data</p>
Model setup for simulations of melting beneath Thwaites Glacier
<p>Model parameter and forcing files needed to simulate the ocean beneath Thwaites Glacier during the period 2011-2022 as described in the paper "Strong ocean melting feedback during the recent retreat of Thwaites Glacier" in Geophysical Research Letters by the same authors. This is version 2 of the model setup. Version 1 had the seabed bathymetry and ice shelf topography files incorrectly oriented.</p>
Model simulations
Open the record for dataset details and reuse information.
"SIMULATION MODELING OF CORONARY ARTERY DISEASE: A TOOL FOR CLINICAL DECISION SUPPORT"
ClinicalTrials.gov study NCT04448691. IPD Sharing: NO. Countries: 0. Publications: 3.
Development and Assessment of a Simulation Model of Focused and Ongoing Professional Practice Evaluations
ClinicalTrials.gov study NCT03229226. IPD Sharing: UNDECIDED. Countries: 0. Publications: 7.
Data and code for simulation study and case study in "A Bayesian Dirichlet process community occupancy model to estimate community structure and species similarity"
Open the record for dataset details and reuse information.
Molecular dynamics simulation primer for: Introduction to atomistic modeling and simulation of biomolecular systems
Open the record for dataset details and reuse information.
Data from: Comparison of infinitesimal and finite locus models for long-term breeding simulations with direct and maternal effects at the example of honeybees
Open the record for dataset details and reuse information.
Data from: Tibial nerve decompression for the prevention of the diabetic foot: a cost-utility analysis using Markov model simulations.
Open the record for dataset details and reuse information.
Data from: Machine learning biogeographic processes from biotic patterns: a new trait-dependent dispersal and diversification model with model choice by simulation-trained discriminant analysis
Open the record for dataset details and reuse information.
Data from: Phylodynamic model adequacy using posterior predictive simulations
Open the record for dataset details and reuse information.
Data from: QuLinePlus: extending plant breeding strategy and genetic model simulation to cross-pollinated populations – case studies in forage breeding
Open the record for dataset details and reuse information.
Data from: Measuring population differentiation using GST or D? A simulation study with microsatellite DNA markers under a finite island model and nonequilibrium conditions
Open the record for dataset details and reuse information.
Data from: Probabilistic methods outperform parsimony in the phylogenetic analysis of data simulated without a probabilistic model
Open the record for dataset details and reuse information.
Data from: Drug delivery in a tumour cord model: a computational simulation
Open the record for dataset details and reuse information.
Mating under climate change: impact of simulated heatwaves on the reproduction of model pollinators (Dataset)
Open the record for dataset details and reuse information.
A model of the optimal selection of crypto assets - simulation code
Open the record for dataset details and reuse information.
Data from: Simulated blast overpressure induces specific astrocyte injury in an ex vivo brain slice model
Open the record for dataset details and reuse information.
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.