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2,235 results for “engineering”

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zenodo36/100

Supplementary material of the study "Flying over Brazilian Organizations with Zeppelin: A Preliminary Panoramic Picture of Continuous Software Engineering"

<p><strong>Supplementary Material</strong></p> <p><em>Context</em>: Software organizations have faced several challenges, such as the need for faster deliveries, frequent changes in requirements, lower tolerance to failures and the need to adapt to contemporary business models. Agile practices have allowed organizations to shorten development cycles and increase customer collaboration. However, this has not been enough. Organizations should evolve to continuous and data-driven development in a continuous software engineering approach. Continuous Software Engineering (CSE) consists of a set of practices and tools that support a holistic view of software development with the purpose of making it faster, iterative, integrated, continuous and aligned with business. Implementing CSE requires changes in the organization&rsquo;s culture, practices and structure, which may not be easy. <em>Objective</em>:&nbsp; We aim to provide a preliminary picture of CSE adoption in Brazilian software organizations. <em>Method</em>: We adapted and used Zeppelin, a diagnostic instrument of CSE adoption based on the Stairway to Heaven Model (StH), to perform a survey with 28 Brazilian organizations aiming at investigating the adoption of CSE practices. <em>Results</em>: The results indicate that organizations have better addressed agile and continuous deployment practices than the ones related to continuous integration and continuous experimentation, but this scenario changes a bit depending on the organization type. The results also show that CSE adoption has been heterogeneous, but there are patterns in the adoption of some practices. <em>Conclusion</em>: Although the StH model proposes a sequential and evolutionary path for CSE adoption, organizations have not always followed that path systematically. There are indeed CSE practices that depend on others and thus contribute to sequential implementation. However, organizations tend to adopt the practices gradually, covering different stages, and evolving according to the organization needs.</p> <p>This package contains supplementary material of the study performed to investigate the adoption of CSE practices in Brazilian organizations. It contains:</p> <ul> <li>The questionnaire used to collect data (Google Forms format) &ndash;&nbsp;in Portuguese only (available at https://forms.gle/oWpiQ1VJ8oywj4sXA)</li> <li>The questionnaire used to collect data (pdf format) &nbsp;</li> <li>A spreadsheet containing raw data, some tables and graphs</li> <li>Python Notebook files&nbsp;for&nbsp;showing exploratory analysis (using Spearman Coefficient)&nbsp;</li> </ul> <p>Please cite: Paulo S&eacute;rgio dos Santos J&uacute;nior, Monalessa P. Barcellos, Fabiano B. Ruy, and Mois&eacute;s S. Om&ecirc;na. 2022. Flying over Brazilian Organizations with Zeppelin: A Preliminary Panoramic Picture of Continuous Software Engineering. In 36th Brazilian Symposium on Software Engineering (SBES &rsquo;22), October 21&ndash;23, 2022, Uberl&acirc;ndia, Brazil.</p> <p>&nbsp;</p>

opencc-by-4.0Jul 2022View details →
zenodo36/100

Supporting data (cave length, area and volume) - Bats as ecosystem engineers in iron ore caves in the Carajás National Forest, Brazilian Amazonia

<p>Supporting data for the manuscript &quot;Bats as ecosystem engineers in iron ore caves in the Caraj&aacute;s National Forest, Brazilian Amazonia&quot;, in PLOS ONE. Cave length (PH: horizontal projection, in meters), cave area (&Aacute;rea, in square meters) and cave volume (Volume, in cubic meters) for 1,309 caves in the Caraj&aacute;s National Forest area, Par&aacute; State, Brazilian Amazonia.</p>

opencc-by-4.0Jul 2022View details →
dryad36/100

Data for: An advanced systems biology framework of feature engineering for cold tolerance genes discovery from integrated omics and non-omics data in soybean

<p><span>Soybean [<em>Glycine max (L.) Merr.</em>] </span><span>serves as one of the most economically valuable crops globally, but it is sensitive to low temperatures during the crop growing season. Currently, agriculture around the world has faced more serious abiotic stresses due to climate change, so there is an urgent need to breed cold-tolerant cultivars to resist the changing environment. The cold-tolerant trait is a complex and quantitative trait controlled by multiple genes, environmental factors, and their interaction. A total of 56 soybean samples were used, including 28 resistant varieties and 28 susceptible varieties, in the field experiments. We selected 55 SNPs (which were mapped to 39 CTgenes) from the CTgenes for distinguishing cold-tolerant lines from cold-susceptible lines. The SNP data can be applied for soybean's cold-tolerant experiment, such as soybean marker-assisted selection, soybean varieties clustering, the systems biology analysis, and further validation. </span></p>

opencc-zeroSep 2022View details →
zenodo36/100

Robotics and Digital Systems Engineering at the Tec de Monterrey

<p><b>Abstract</b></p><p class="dhik-abstract-content">This talk addresses the core competencies of Robotics and Digital Systems Engineers nowadays as well as their integration into undergraduate-level curriculum. Background, curricular map, and examples of international collaboration are detailed based on the experience of Tecnológico de Monterrey.</p><p></p><p><b>Weitere Beiträge aus dem DHIK-Forum 2022 auf Zenodo:</b></p><p class="dhik-session-list"></p><ul><li>Session #1: Viktor Sigrist: Internationalisierung - Partnerschaften für den Ausbau von Forschung und Entwicklung (DOI:<a href="https://zenodo.org/record/7123701">10.5281/zenodo.7123701</a>)</li><li>Session #2: Dieter Leonhard: DHIK- Strategien der internationalen Zusammenarbeit in Forschung und Lehre (DOI:<a href="https://zenodo.org/record/7123456">10.5281/zenodo.7123456</a>)</li><li>Session #3: Stephen Wittkopf: Wissens- und Innovationstransfer - Interdisziplinäre Zusammenarbeit mit Unternehmen und Institutionen (DOI:<a href="https://zenodo.org/record/7025707">10.5281/zenodo.7025707</a>)</li><li>Session #4: Xiao Feng: CDHAW - Chinesisch-Deutsche Hochschule für Angewandte Wissenschaften (DOI:<a href="https://zenodo.org/record/7123458">10.5281/zenodo.7123458</a>)</li><li>Session #5: Antonio Pita und Isabel Kreiner: Academy-Industry-Collaboration - Outreach Strategy (DOI:<a href="https://zenodo.org/record/7123460">10.5281/zenodo.7123460</a>)</li><li>Session #6: Martin Sternberg: Promotionsrecht – aktueller Stand an deutschen Hochschulen für angewandte Wissenschaften (DOI:<a href="https://zenodo.org/record/7123757">10.5281/zenodo.7123757</a>)</li><li>Session #7: Adrian Derungs: Duo mit Innovationskraft - Zusammenspiel von Forschung und Wirtschaft in der Zentralschweiz (DOI:<a href="https://zenodo.org/record/7123767">10.5281/zenodo.7123767</a>)</li><li>Session #8: Theres Paulsen: Transdisziplinäre Forschung - komplexe gesellschaftliche Herausforderungen erfordern diverse Ansätze (DOI:<a href="https://zenodo.org/record/7123769">10.5281/zenodo.7123769</a>)</li><li>Session #9: Jörg Schneider: International research collaboration - New funding opportunities for universities of applied sciences (DOI:<a href="https://zenodo.org/record/7123771">10.5281/zenodo.7123771</a>)</li><li>Session #10: Cornelia Spycher und Matthew Whellens: Horizon Europe - overview of funding opportunities for your research and innovation (DOI:<a href="https://zenodo.org/record/7123773">10.5281/zenodo.7123773</a>)</li><li>Session #11: Janique Siffert: Eureka Eurostars - erfolgreiche Förderung für internationale Innovationsprojekte (DOI:<a href="https://zenodo.org/record/7123777">10.5281/zenodo.7123777</a>)</li><li>Session #12: Ludger Fischer: Energy Lab - ein Netzwerk für innovative Lösungen im Energiebereich (DOI:<a href="https://zenodo.org/record/7123779">10.5281/zenodo.7123779</a>)</li><li>Session #13: Jörg Worlitschek: Thermal energy storage - heating the north, cooling the south (DOI:<a href="https://zenodo.org/record/7123781">10.5281/zenodo.7123781</a>)</li><li>Session #14: Jonas Mühlethaler: Neues DC Microgrid-Konzept – netzunabhängige Elektrifizierung in Entwicklungsländern (DOI:<a href="https://zenodo.org/record/7123783">10.5281/zenodo.7123783</a>)</li><li>Session #15: Tommy Claussen: Dekarbonisierung des Gebäudesektors - digitale Transformation in der Gebäudetechnik und im Gebäudemanagement (DOI:<a href="https://zenodo.org/record/7123785">10.5281/zenodo.7123785</a>)</li><li>Session #16: Christoph Imboden: Flexibility solutions - making the power grid fit for the future (DOI:<a href="https://zenodo.org/record/7123787">10.5281/zenodo.7123787</a>)</li><li>Session #17: Uwe Schulz: Spielerisches Sarnetz - Simulationen für die fossile Unabhängigkeit einer Ortschaft (DOI:<a href="https://zenodo.org/record/7123790">10.5281/zenodo.7123790</a>)</li><li>Session #18: Jana Koehler: Künstliche Intelligenz – Erfolg durch Erwünschtheit, Machbarkeit und Wirtschaftlichkeit (DOI:<a href="https://zenodo.org/record/7123792">10.5281/zenodo.7123792</a>)</li><li>Session #19: Rolf Kamps: KI in der Prävention - Befragungsmethoden und Schulungen trainieren, Krankheitserreger erkennen (DOI:<a href="https://zenodo.org/record/7123794">10.5281/zenodo.7123794</a>)</li><li>Session #20: Gwendolyne Pascua: Artificial Intelligence in Space - CIMON assisting astronauts on the International Space Station (DOI:<a href="https://zenodo.org/record/7123796">10.5281/zenodo.7123796</a>)</li><li>Session #21: Tobias Matter et.al.: Augmented Reality Soundscapes - mit maschinellem Lernen Klangkulissen von zukünftigen Bauvorhaben generieren (DOI:<a href="https://zenodo.org/record/7123798">10.5281/zenodo.7123798</a>)</li><li>Session #22: Angela Nicoara: Internet of Things - transforming businesses, people's lives and driving growth in the coming years (DOI:<a href="https://zenodo.org/record/7123800">10.5281/zenodo.7123800</a>)</li><li>Session #23: Adrian Koller: Feldrobotik - unermüdliche und zunehmend intelligentere Hilfe in der Landwirtschaft (DOI:<a href="https://zenodo.org/record/7123802">10.5281/zenodo.7123802</a>)</li><li>Session #24: Widar von Arx et.al.: Realisierung der Verkehrswende - Einfluss der Preispolitik in der Mobilität (DOI:<a href="https://zenodo.org/record/7124000">10.5281/zenodo.7124000</a>)</li><li>Session #25: Andreas Liebrich: Tourismusdateninfrastruktur - Was die Schweiz von Europa lernen kann (DOI:<a href="https://zenodo.org/record/7123806">10.5281/zenodo.7123806</a>)</li><li>Session #26: Frank Pöhlau und Stefan May: Find life on Mars - Schülerprojekte zur mobilien Robotik (DOI:<a href="https://zenodo.org/record/7123808">10.5281/zenodo.7123808</a>)</li><li>Session #27: Jiayun Shen: Open Innovation - Innovationsmanagement bei der Schweizerischen Post (DOI:<a href="https://zenodo.org/record/7123810">10.5281/zenodo.7123810</a>)</li><li>Session #28: Tobias Specker: Interkulturelles Management – innovative Konzepte zum Ausbau der China-Kompetenzen an Hochschulen (DOI:<a href="https://zenodo.org/record/7123812">10.5281/zenodo.7123812</a>)</li><li>Session #29: Elena Algorri: Swimming robots - exploring the unterwater from the surface (DOI:<a href="https://zenodo.org/record/7123814">10.5281/zenodo.7123814</a>)</li><li><b>Session #30: Sergio Camacho: Robotics and Digital Systems Engineering at the Tec de Monterrey (<a href="#collapseTwo">Video</a>)</b></li><li>Session #31: Thomas Dorn: Industrie 4.0 - Forschungskooperationen mit der CDHAW und der Tongji Universität Shanghai (DOI:<a href="https://zenodo.org/record/7123818">10.5281/zenodo.7123818</a>)</li><li>Session #32: Walter Reichert et.al.: Kollaboration und Unterstützung - Mobile Robotik und Exoskelette in der flexiblen Produktion (DOI:<a href="https://zenodo.org/record/7123820">10.5281/zenodo.7123820</a>)</li><li>Session #33: Louis Palmer: Solar Butterfly - climate pioneer world tour supported by HSLU (DOI:<a href="https://zenodo.org/record/7123822">10.5281/zenodo.7123822</a>)</li></ul><p></p>

opencc-by-4.0Sep 2022View details →
zenodo36/100

Leveraging Diversity in Software Engineering Education through Community Engaged Learning and a Supportive Network

<p>This replication package contains the schedule for the first cohort of our program described in the paper titled &quot;Leveraging Diversity in Software Engineering Education through Community Engaged Learning and a Supportive Network&quot;.</p>

opencc-by-4.0Oct 2022View details →
zenodo36/100

Tutorial to explore riverbank erosion along Jamuna River, Bangladesh, with the Google Earth Engine

<p>This short tutorial shows the different features and data that are available in a tool that allows you to explore riverbank erosion in Bangladesh. The tool has been developed by: Freihardt &amp; Frey (under submission): Assessing riverbank erosion in Bangladesh using time series of Sentinel-1 radar imagery in the Google Earth Engine.</p> <p>The tool can be accessed via this link: <a href="https://code.earthengine.google.com/3ea8f1fd5d771accc621550d744a914e?hideCode=true">https://code.earthengine.google.com/3ea8f1fd5d771accc621550d744a914e?hideCode=true</a></p> <p>To access the video tutorial without downloading it: <a href="https://youtu.be/_b9AAPDw7Wk">youtu.be/_b9AAPDw7Wk</a></p>

opencc-by-4.0Jun 2020View details →
zenodo36/100

Mail Rail Greenbat Engine

A greenbat engine in the Mail Rail exhibition (Post Museum), London. Photos taken January 2019 with a Sony a6000 and processed in Agisoft Photoscan. https://www.postalmuseum.org/discover/attractions/mail-rail-ride/ Source: Objaverse 1.0 / Sketchfab

opencc-byJan 2019View details →
zenodo36/100

You ready for this...The whole train with engine

I know you train buffs like that green engine on the front of that line of cars. I had to have that explainied to so many times while I took over 400 pics to do this. I guess it is being retired? Source: Objaverse 1.0 / Sketchfab

opencc-byJun 2020View details →
zenodo36/100

Simple Steam Engine (GWR 4300)

Not too familiar with railway makers but this is a Birdcage 43xx based on the amazing blueprints I found here: http://www.greatwestern.org.uk I don't care if you give attribution, just have fun with this. There's a real lack of steam locomotives on this site and we GOTTA FIX IT, MAN! Definitely not perfect (and its missing the tinder) but it's still pretty good. Topology isn't amazing but hey doesn't it look great in a render? (tho the topology is probably terrible because of the crew cabin and the main assembly. Just serparate everything and it can probably be fixed, but everything works pretty well if its all just merged together.) Source: Objaverse 1.0 / Sketchfab

opencc-bySep 2021View details →
zenodo36/100

Medieval Siege Engine Vehicle

This was created for a college project in 3ds max, and later imported into Unity as a vehicle which the player could drive around. It is a medieval siege engine. Source: Objaverse 1.0 / Sketchfab

opencc-byJan 2020View details →
zenodo36/100

An engine driver/train lamp

* Origin: Germany * Producer: Friemann &amp; Wolf * Height: 33 cm * Diameter: 11cm This lamp was called as the engine driver/train lamp. It came to the Netherlands around 1960. With an acid / alkaline battery, it can work around 10 to 12 hours after charging. The specialty of this lamp resides in its importance in communication on the underground. The yellow glass cover on the top signifies that it functions as a light beacon for drivers of the underground trains or for transportation by monorail. When the lamp works, it blinks and emits a signal informing the presence of traffic. By doing so, it avoids the potential danger and protects the miners' safety on the underground. Created by Dou Source: Objaverse 1.0 / Sketchfab

opencc-byFeb 2020View details →
zenodo36/100

SS Xantho horizontal trunk engine and boiler

A model of the trunk engine from SS Xantho (1848-1872), with reconstructed partial hull and boiler. Model created using a combination of CAD and white light/laser scanning. Source: Objaverse 1.0 / Sketchfab

opencc-byAug 2017View details →
zenodo36/100

Simple Steam Engine 3 (GWR 4400 Class)

After 10 incredibly long months, I'm proud to present yet another low=poly steam engine. It was an interesting experience getting back into modelling, and I'd like to thing that this came out pretty well. The railing is a little wonky so i may revist this model in the future, but it should be sufficient for your digital steam engine needs... whatever those are. As always, the cabin was the hardest part to get right, but by the grace of God it came out alright. It may not have been the best decision to combine the smokebox and crew cabin, but I wanted to avoid Z-fighting in the final product. Source: Objaverse 1.0 / Sketchfab

opencc-byJul 2022View details →
zenodo36/100

On a Microservice System Benchmark with Multiple Architected Variants for Software Engineering Research

Open the record for dataset details and reuse information.

opencc-by-4.0Apr 2024View details →
zenodo36/100

Supplementary Material - Uncovering the Effects of Quantum Computing on Software Engineering: A Systematic Mapping

<p>This is the supplementary material regarding:&nbsp; &ldquo;On the Influence of Quantum Computing on Software Engineering: A Systematic Mapping&rdquo;, the idea being to make it possible to reproduce the methodology applied in the Systematic Mapping (SM) used in the study. It consists of:</p> <ul> <li>Spreadsheet with the data of the papers selected in each step of the filtering phase of the SM development</li> <li>Fluxogram detailing the Methodology of the SM step-by-step<strong></strong></li> </ul> <h3><strong>Objectives</strong></h3> <p>The main objective of the SM was to provide a detailed analysis on how quantum computing has affected four software engineering topics: Software Testing and Quality; Software Reengineering/Modernization; Software Modeling and Software Processes and Development Platforms</p> <p>Based on the results of such Mapping, four research questions were defined realted to the quantum software engineering topic:</p> <ul> <li> <p>RQ1: <span>How has QC impacted software testing and qual</span><span>ity? This RQ aims to identify proposed methods for </span><span>testing quantum software and topics related to quantum </span><span>metrics and bugs.</span></p> </li> <li> <p>RQ2: How has QC influenced software reengineering and modernization practices? This study seeks to analyze the treatment of reverse engineering and refactorings within this context.</p> </li> <li> <p>RQ3: How is quantum software modeled? This research aims to investigate the impact of QC on modeling languages and the granularity level used.</p> </li> <li> <p>RQ4: How have development processes and platforms been shaped by QC? The goal is to assess the current maturity of processes and platforms for QC.</p> </li> </ul> <h3><strong>Preparation</strong></h3> <p>In this part we outline the resources, digital libraries, the search string and inclusion and exclusion criteria used in this SM on the influence of quantum computing on software engineering.</p> <p>The platform used to manage the articles and define the search string and inclusion and exclusion criteria was Parsifal. In this process articles were sourced from : ACM Digital; IEEE Digital Library; Science Direct and Scopus.</p> <p>A search string was employed in each digital library, adapted to the syntax of each of them, while encompassing the time frame from 01/2018 to 06/2023, with the Base Search String being:</p> <p><strong>(&ldquo;Software Model&rdquo; OR &ldquo;Software Engineering&rdquo; OR &ldquo;Software Development&rdquo; OR &ldquo;Software Lifecycle&rdquo; OR &ldquo;Software Development Methodologies&rdquo; OR &ldquo;Software Project Management&rdquo; OR &ldquo;Testing&rdquo; OR &ldquo;Design Pattern&rdquo; OR &ldquo;Reengineering&rdquo; OR &ldquo;Reverse Engineering&rdquo; OR &ldquo;Metrics&rdquo; OR &ldquo;Service-Oriented&rdquo;) AND (&ldquo;Quantum Software&rdquo; OR &ldquo;Quantum Programming&rdquo; OR &ldquo;Quantum Computing&rdquo; OR &ldquo;Quantum Software Development&rdquo; OR &ldquo;Quantum Subroutine&rdquo; OR &ldquo;Quantum Program&rdquo;)</strong></p> <p>Where the upper part includes terms related to software engineering and the lower part covers the quantum terms.</p> <p>Another important task was to define inclusion and exclusion criteria for filtering the studies, being them:</p> <p><strong>Inclusion Criteria</strong></p> <ul> <li> <p>The study is published in English.</p> </li> <li> <p>The content of the study is related to the topic being analyzed.</p> </li> </ul> <p><strong><strong>Exclusion Criteria</strong></strong></p> <ul> <li> <p>The study is not available</p> </li> <li> <p>The study is duplicated</p> </li> <li> <p>The study is not primary study (surveys, systematic reviews/mappings, talks, proceedings, etc)</p> </li> <li> <p>The content of the study is not related to the theme or it is too superficial.</p> </li> <li> <p>The content of the study was updated in a next more-complete version. When the authors published a new and more complete version of the same content, we remove the previous paper.</p> </li> </ul> <h3><strong>Conduction</strong></h3> <p>During the conduction of the papers filtering process there were four stages to which the set of papers were applied to until reaching the final set:</p> <ul> <li> <p>First stage: Removal of every paper that was duplicated, leaving only one instance of each paper.</p> </li> <li> <p>Second stage: Removal of papers that are not a primary study.</p> </li> <li> <p>Third stage: Removal of papers which keywords, title and abstract are not related to the topics of the Systematic Mapping;</p> </li> <li> <p>Fourth stage: Removal of papers whose content is not related to the topics of the Systematic Mapping.</p> </li> </ul>

opencc-by-4.0Dec 2023View details →
zenodo36/100

Agile Social Software Engineer: An Empirical Approach to Mitigate and Manage Social Debts in Agile Environments

<p>Replication package description:<br>&nbsp; &nbsp; "DataCollection.xlsx": Survey responses from Agile teams in weeks 1, 2, 3, 4 and 5.<br>&nbsp; &nbsp;&nbsp;<br>&nbsp; &nbsp; "DataAnalysis.xlsx": Analysis of the answers from the survey to answer the research questions proposed in this work.<br>&nbsp; &nbsp; Team-working issues that could lead to community smells can be found in TeamworkingIssues Tab.<br>&nbsp; &nbsp; The root causes of community smells in agile teams over weeks can be found in Rootcauses Tab.<br>&nbsp; &nbsp; Requests for Agile social guardian intervention can be found in Requestagileteams Tab.<br>&nbsp; &nbsp; Recurring needs and concerns in agile teams can be found in Needs_Concerns Tab.</p>

opencc-by-4.0May 2024View details →
zenodo36/100

Changes Monitoring in Hongjiannao Lake from 1987-2023 using Google Earth Engine and Analysis of Climatic and Anthropogenic Forces (Climatic Data)

<p>This dataset presents temporal (1987 to 2023) climatic data for the weather station near Hongjiannao Lake.</p>

opencc-by-4.0May 2024View details →
dryad36/100

Payload-delivering engineered γδ T cells display enhanced cytotoxicity, persistence, and efficacy in preclinical models of osteosarcoma

<p>T cell-based cancer immunotherapy has typically relied on membrane-bound cytotoxicity enhancers such as chimeric antigen receptors expressed in autologous αβ T cells. These approaches are limited by tonic signaling of synthetic constructs and costs associated with manufacturing. γδ T cells are an emerging alternative for cellular therapy, possessing innate anti-tumor activity, potent antibody-dependent cellular cytotoxicity, and minimal alloreactivity. We present an immunotherapeutic platform technology built around the innate properties of the Vγ9Vδ2 T cell, harnessing specific characteristics of this cell type and offering an allo-compatible cellular therapy that recruits bystander immunity. We engineered γδ T cells to secrete synthetic tumor-targeting opsonins in the form of an scFv-Fc fusion protein and a mitogenic IL-15Ra–IL-15 fusion protein (stIL15). Using GD2 as a model antigen, we show that GD2-specific opsonin-secreting Vγ9Vδ2 T cells (stIL15-OPS-γδ T cells) have enhanced cytotoxicity and promote bystander activity of other lymphoid and myeloid cells. Secretion of stIL-15 abrogated the need for exogenous cytokine supplementation and further mediated activation of bystander natural killer cells. Compared to unmodified γδ T cells, stIL15-OPS-γδ T cells exhibited superior in vivo control of subcutaneous tumors and persistence in the blood. Moreover, stIL15-OPS-γδ T cells were efficacious against patient-derived osteosarcomas in animal models and in vitro, where efficacy could be boosted with the addition of zoledronic acid. Together the data identify stIL15-OPS-γδ T cells as a candidate allogeneic cell therapy platform combining direct cytolysis with bystander activation to promote tumor control.</p>

opencc-zeroMay 2024View details →
zenodo36/100

Remotely controlled 3D-engineered scaffolds for biomimetic in vitro investigations on brain cell co-cultures

Open the record for dataset details and reuse information.

opencc-by-4.0Apr 2024View details →
zenodo36/100

Dataset: Problem-centred interviews results for Matching Data Life Cycle and Research Processes in Engineering Sciences

<p>The authors would like to thank the Federal Government and the Heads of Government of the L&auml;nder, as well as the Joint Science Conference (GWK), for their funding and support within the framework of the NFDI4Ing consortium. Funded by the German Research Foundation (DFG) - project number 442146713.</p>

opencc-by-4.0Jun 2024View details →

ScienceDex guides

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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