Skip to main content
Powered by ShareScore

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.

8

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

8 results for “Tools in industry”

Learn how ShareScore rates datasets ↗
zenodo48/100

Data for: A tool based on the Industry Foundation Classes standard for dynamic data collection and automatic generation of Building Automation Control Networks

<p>This dataset shows the results obtained for a case study at TRL4 for the research paper title <em><strong>A tool based on the Industry Foundation Classes standard for dynamic data collection and automatic generation of Building Automation Control Networks</strong></em>, with DOI: https://doi.org/10.1016/j.jobe.2023.107625</p> <p>This dataset is an enhanced IFC (Industry Foundation Classes) file with the creation of the BACN (Building Automation Control Network). This IFC file includes the devices created automatically by the BACN2BIM tool&nbsp; (developed by CARTIF Technology Centre) for the case study validated at TRL4. The original IFC was obtained from the Institute for Automation and Applied Informatics (IAI) / Karlsruhe Institute of Technology (KIT) https://www.ifcwiki.org/images/e/e3/AC20-FZK-Haus.ifc, under an unrestricted license, as served as one of the case studies for this research.</p> <p>*Depending on the IFC viewer used, the included sensors may not be represented correctly. In this case, it is recommended to try with another IFC viewer, for example xBIM explorer https://docs.xbim.net/downloads/xbimxplorer.html or BimCollab Zoom Free https://www.bimcollab.com/en/support/downloads/</p>

opencc-by-4.0Jun 2023View details →
zenodo44/100

Tool for the environmental and economic impact assessment of industrial recycling routes for lithium-ion traction batteries

<p>This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0).</p> <p>&nbsp;</p> <p>Please send your inquiries regarding the tool to s.bloemeke@tu-braunschweig.de.</p>

opencc-by-4.0Apr 2022View details →
zenodo40/100

Tools in industry(ROBODK)

<p>The current data set presents a simulated environment of a production line, describing common elements present around a robotic arm. The dataset focuses on segmentation and describes a total of 11 classes:</p> <ul> <li>Recipient 1 (Blue Circle)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Recipient 2 (Yellow square</li> <li>Recipient 3 (Red rectangle)&nbsp;</li> <li>Recipient 4 (Brown rectangle)&nbsp;&nbsp;</li> <li>Wrench&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Screw&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Barrette&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>cradle ball bearing</li> <li>Screwdriver&nbsp;&nbsp;&nbsp;</li> <li>Nut&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Obst1&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Obst2&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li> <li>Background&nbsp;</li> </ul> <p>The data set was generated from a simulated environment in ROBODK in the modeling of a robotic arm for industrial tasks.</p>

opencc-byDec 2021View details →
zenodo40/100

Software Variability Tools: Industrial Survey and Systematic Mapping Study

<p>Software Variability Tools: Industrial Survey and Systematic Mapping Study</p>

opencc-by-4.0Sep 2019View details →
zenodo32/100

Machine Learning Tools for Peptide Bioactivity Evaluation Implications for Cell Culture Media Optimization and the Broader Cultivated Meat Industry

Open the record for dataset details and reuse information.

opencc-by-4.0May 2024View details →
zenodo28/100

Semgrep*: Further Improving Static Application Security Testing (SAST) Tools: An Industry Case-Study

<p>Scripts to download and build data.</p> <p>&nbsp;</p> <p>Yaml files for additional SAST rules.</p>

opencc-by-4.0Nov 2024View details →
zenodo28/100

Supplementary material 1 from: Martoni F, Smith RL, Piper AM, Nancarrow N, Aftab M, Trebicki P, Kimber RBE, Rodoni BC, Blacket MJ (2023) Non-destructive insect metabarcoding as a surveillance tool for the Australian grains industry: a first trial for the iMapPESTS smart trap. Metabarcoding and Metagenomics 7: e95650. https://doi.org/10.3897/mbmg.7.95650

All the taxa (ASVs) recorded in this study

opencc-zeroFeb 2023View details →
zenodo28/100

Supplementary material 2 from: Martoni F, Smith RL, Piper AM, Nancarrow N, Aftab M, Trebicki P, Kimber RBE, Rodoni BC, Blacket MJ (2023) Non-destructive insect metabarcoding as a surveillance tool for the Australian grains industry: a first trial for the iMapPESTS smart trap. Metabarcoding and Metagenomics 7: e95650. https://doi.org/10.3897/mbmg.7.95650

Species accumulation curve

opencc-zeroFeb 2023View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.