546 datasets

Teesside University Research Data Repository2026 · dataset

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

<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>

Teesside University Research Data Repository2026 · dataset

This file repository contains the research data to the manuscript "Additive Manufacturing of a Novel Iron-based Compositionally Complex Alloy" submitted to Additive Manufacturing Letters.

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

Supplementary materials for videos, discharge definition, equation derivations, and dynamic characteristics of EW effect.

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

The fourth industrial revolution (I4.0) is a key driver for technology innovations, with repeated claims that it will revolutionise manufacturing. Among its core enabling technologies, I4.0 robotic automation has emerged as key smart manufacturing technologies. However, despite their potential benefits, many manufacturers struggle with their successful implementation. One explanation for this is t

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

Poor aqueous solubility remains one of the major challenges in the development of solid oral dosage forms (SODFs), with a large proportion of new chemical entities exhibiting limited water solubility and, consequently, poor oral bioavailability. This problem is especially difficult during early stage and preclinical drug development, where drug substance availability is limited and formulation str

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

<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

Good conditions for knowledge-intensive work are associated with the adoption of 'best' practices widely considered to be interdependent. Although the returns to investing in these practices are well established, relatively few organisations adopt them effectively. This research examines patterns of practice adoption to understand what sequence organisations should invest in practices to arrive at

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown

There 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

Cellular 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

<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

Metals 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

The 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 Figshare2026 · dataset · unknown

Parallel Kinematic Machines (PKMs) offer enhanced flexibility, stiffness, accuracy, and dynamic performance over traditional machine tools. While they bring advantages for high-speed, high-precision aerospace, automotive, and medical manufacturing applications, PKMs face adoption barriers due to their nonlinear kinematics, complex stiffness characteristics, and challenges in predicting machining 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

<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

<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

<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

<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

<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

<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>

ScienceDB2026 · dataset

The granular &delta; phase can improve the mechanical properties of wire-arc additively manufactured Inconel 718 (WAAM IN718) alloy. However, conventional heat treatments struggle to simultaneously optimize the granular morphology and the volume fraction of the &delta; phase. In this study, a &delta;-phase precipitation heat treatment (HT) was employed to maximize the volume fraction of the &delta

DaRUS2026 · Crystal structure · unknown

Two-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

<p dir="ltr">Experimental Dataset for "A Multi-Objective Hyper-Heuristic for Scenario-Based Cloud Manufacturing Scheduling with Window-Spanning Task Execution"</p>

IDSC Dataverse2026 · dataset · unknown

This dataset contains survey data from garment factories in Bangladesh, India, and Pakistan collected in 2024 and 2025. The data cover 103 factories, 6,064 sewing-machine operators, and 202 line supervisors. Separate survey instruments collect information at the factory, worker, and supervisor levels, including workforce composition and management practices, worker demographics and household circu

HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue

<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