Teesside University Research Data Repository2026 · dataset
Dataset for "An efficient membrane finite element approach for predicting bead geometry from single beads to full-scale WAAM Components"This dataset contains experimental macrographs, numerical toolpaths, and CAD geometry supporting the research paper: "An efficient finite element approach for predicting bead geometry from single beads to full-scale WAAM Components"
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Annotated Visual Inspection Dataset for Bottled Water Packaging in Smart Manufacturing<p dir="ltr">Bottled water image dataset captured on a conveyor belt with varying background conditions for real-time visual inspection and object detection models.</p>
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
GDSII and OASIS Design Files for the TypeOneBIS Biogenic Replicator — a programmable universal molecular constructor — 2-mer and 16-mer chips v1.01<h3 dir="ltr"><b><u>DESCRIPTION</u></b></h3><p dir="ltr">Presented are OASIS and GDSII Design Files for the TypeOneBIS Biogenic Replicator -- <b>a programmable universal molecular constructor</b> -- that assembles sequence-defined molecules from user provided digital molecular sequence files, using a logarithmic hierarchical merge matrix.</p><p dir="ltr">This dataset contains the complete mask lay
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown
Investigating the microstructure evolution of additive manufactured parts using multiscale modellingThere are tremendous opportunities within the field of AM that can offer many economic advantages to several industries. Although the technology has been around for a long time, the use of AM for production is still novel. This thesis has made strides in understanding and comparing SLM processing parameters, as well as providing a framework for efficient simulation of Ti6Al4V phase transformations
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · dataset · unknown
Energy absorbing behaviour of additively manufactured auxetic composite latticesCellular lattices, for example honeycombs, are commonly integrated within a variety of engineering applications as they combine excellent energy absorbing capabilities with high specific strength and stiffness. However, this performance is generally limited to one loading orientation with mechanical properties in the other two directions significantly reduced.<br>The main aim of this thesis is to
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supporting data for “Design and Additive Manufacturing of Alveolar-Inspired Metallic Porous Structures via Organic-Coordination Precursor Stereolithography”<p dir="ltr"><b>This dataset contains the supporting data for the manuscript entitled “Design and Additive Manufacturing of Alveolar-Inspired Metallic Porous Structures via Organic-Coordination Precursor Stereolithography”.</b></p><p dir="ltr"><b>Source_Data.xlsx</b> contains the numerical source data used to generate the quantitative plots presented in the main manuscript and Supplementary Materi
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown
Experimental investigation of Ti-6Al-4V microstructure and mechanical properties after laser powder bed fusion (LPBF) manufacturing and post-processingMetals and alloys that can maintain desirable mechanical properties in a high-temperature environment are essential in a wide variety of applications. Laser powder bed fusion (LPBF) is an additive manufacturing method that uses a laser to melt and consolidate powder materials layer by layer to build up 3D parts, making complex geometrical components possible in a minimally wasteful manner. Numerou
ZivaHub + Deakin Research Online + DMU Figshare2026 · Computed tomography · unknown
Reconstructing border pipes: an interdisciplinary (practical and historical) studyThe historical record suggests the existence of a type of bagpipe distinct from Northumbrian small-pipes, Irish Union pipes and great Highland bagpipes, which occupied a geographical and musical territory between these instruments. This study begins by tracing the repertoire and historical development of Border pipes, drawing on manuscripts, printed collections and accounts of players and makers.
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Dataset supporting the systematic and bibliometric review of management technologies and operational and sustainable performance in manufacturing SMEs<p dir="ltr">This dataset supports a systematic and bibliometric review of management technologies and operational and sustainable performance in manufacturing SMEs. It contains the final analytical corpus of 219 studies, selection traceability, exclusion records, methodological quality assessment, coding rules used in the review.</p>
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Data for: Accelerating Two-Photon Lithography Prototyping through Rapid Cross-Modal Inspection<p dir="ltr">This dataset contains the data generated for the paper:Accelerating Two-Photon Lithography Prototyping through Rapid Cross-Modal Inspection. </p><p dir="ltr">Specifically, it includes scanning electron microscopy images, optical microscope images, digital bitmap projection images, class labels, and processing conditions that were used to train deep learning machine learning models to
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
VenturiNozzleAnalyzer: Decision-Support Software for Engineered Air-Nozzle Retrofits in Compressed-Air Systems<p dir="ltr">VenturiNozzleAnalyzer is a standalone Windows application for estimating the energy and cost savings of replacing open compressed-air blow guns with reduced orifices or engineered (venturi) air nozzles. The software generalizes an Industrial Assessment Center (IAC) recommendation into a reusable tool.</p><p dir="ltr">It includes:</p><ul><li>a choked-orifice flow model with subsonic-fl
ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
<b>AI Accountability Literacy: An Integrated Framework for Agent Identity, Authorization, Auditability, Institutional Observation, and Research Provenance</b><p dir="ltr">This research and methodological reference develops the concept of <b>AI Accountability Literacy</b> as an extension of conventional artificial intelligence literacy. It examines how the emergence of agentic AI requires educational and research practices to address not only AI use and model behavior, but also agent identity, authentication, authorization, auditability, evidence, insti
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue · restricted
Dataset for A weighted multi-response optimization method of clamping position in shaft turning: A case study of parting-off<p dir="ltr">This repository contains the comprehensive experimental dataset supporting our research on the multi-response optimization of parting-off operations.</p><p><br></p><p dir="ltr">1. Project Context & Methodology:</p><p><br></p><p dir="ltr">The dataset encompasses machining responses—specifically cutting time, energy consumption, and surface roughness—collected from parting-off experimen
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Additive Manufacturing Does Not Solve Staircase Effect<p dir="ltr">There is no solution for staircase effects in additive manufacturing. But we pretend to solve it. The video informs how we pretend it.</p>
DaRUS2026 · Crystal structure · unknown
Data for: Optical characterization of photoresists for two-photon polymerization 3D-printingTwo-photon polymerization (2PP) has emerged as a versatile fabrication technology for micro-optics, enabling applications ranging from biomedicine and imaging to beam shaping and quantum photonics. Accurate optical material properties are essential for optical design, simulation, and material selection. We determine the refractive index (400 nm - 2000 nm), transmission (300 nm - 2500 nm), and lumi
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
A Multi-Objective Hyper-Heuristic for Scenario-Based Cloud Manufacturing Scheduling with Window-Spanning Task Execution<p dir="ltr">Experimental Dataset for "A Multi-Objective Hyper-Heuristic for Scenario-Based Cloud Manufacturing Scheduling with Window-Spanning Task Execution"</p>
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
Cognitive Traceability Rubric and SaaS Educational Platform: Doctoral Thesis Dataset and Scripts Repository (Ciudad Juárez, Chihuahua, Mexico, 2026)<pre>This dataset and script repository for the doctoral thesis titled "Digital Matthew Effect in Border STEM Higher Education" (Ciudad Juárez, Chihuahua, Mexico, 2026) incorporates the expert-validated cognitive traceability rubric, designed to evaluate and track critical thinking and learning within technological environments. The repository includes files in two language versions (Spanish and E
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
<b>Flat-top laser powder bed fusion of non-weldable Ni-based superalloy: crack mitigation through microstructural engineering for enhanced mechanical properties</b><p dir="ltr">Laser powder bed fusion (L-PBF) of high-γ′ Ni-based superalloys is limited by cracking and microstructural heterogeneity. Here, a flat top (FT) laser beam was used to fabricate Inconel 939, and its cracking behavior, microstructure, and tensile properties were compared with those produced by a Gaussian beam. At 850 W and 350 mm/s, FT-LPBF produced specimens with 99.95% relative densit
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Micro-CT scans of additively manufactured AlSi10Mg cylinders<p dir="ltr">This dataset contains three independent original micro-CT scans of AlSi10Mg cylinders fabricated using powder bed fusion using a laser beam (PBF-LB). All three cylinders were fabricated using the same process parameters, which are: scanning speed of 1250 mm/s, hatch distance of 150 µm, and layer thickness of 50 µm. The difference is that batches 1 and 2 were fabricated with a focused
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Ni and Al datasets used in this studyNi and Al dataset used in this study.
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Deep Reinforcement Learning-Based Autonomous Machining System<p dir="ltr">The dataset contains the raw data for all figures, tables, and supplementary materials of the paper.</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
<b>Tobacco related policies (laws/regulations) in India over time (1918-2024)</b><p dir="ltr">This MS Excel spreadsheet contains tobacco related policies (laws, regulations) in India since the beguning of the 20<sup>th</sup> Century. It lists a total of 72 policies over a period of 1918-2024. These policies pertain to wide ranging tobacco related concerns excluding excise and tax related policies. The dataset provides name and various attributes of such policies including the
Teesside University Research Data Repository2026 · dataset
Stochastic Hysteretic Capacity Control under Correlated Demand and Evolving Priority: A Queueing Framework Motivated by Emergency CareThis dataset provides the reproducibility data, source code, numerical outputs, simulation records, and verification materials supporting the article “Stochastic Hysteretic Capacity Control under Correlated Demand and Evolving Priority: A Queueing Framework Motivated by Emergency Care.” The archive contains the model inputs, CTMC construction and stationary-solution code, threshold-policy evaluati
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Physics constrained GAN driven process parameter optimization for geometric performance of laser cladded composite coatings under limited sample conditions<p dir="ltr">Physics constrained GAN driven process parameter optimization for geometric performance of laser cladded composite coatings under limited sample conditions</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Compositional Architecting by Additive Manufacturing Enables Highly Hardenable Titanium Alloysmechanical properties and microstructure of Ti64-6Mo alloy