[HTML][HTML] Toward a digital materials mechanical testing lab

HB Nasrabadi, T Hanke, M Weber, M Eisenbart… - Computers in …, 2023 - Elsevier
To accelerate the growth of Industry 4.0 technologies, the digitalization of mechanical testing
laboratories as one of the main data-driven units of materials processing industries is …

The laboratory of Babel: highlighting community needs for integrated materials data management

BG Pelkie, LD Pozzo - Digital Discovery, 2023 - pubs.rsc.org
Automated experimentation methods are unlocking a new data-rich research paradigm in
materials science that promises to accelerate the pace of materials discovery. However, if …

Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review

J Xiao, N Anwer, H Huang, R Bonnard… - … Journal of Computer …, 2024 - Taylor & Francis
With the information integration and intelligent embedding of Additive Manufacturing (AM) in
intelligent industrial system applications, the information interoperability and knowledge …

[HTML][HTML] PMD Core Ontology: Achieving semantic interoperability in materials science

B Bayerlein, M Schilling, H Birkholz, M Jung… - Materials & Design, 2024 - Elsevier
Abstract Knowledge representation in the Materials Science and Engineering (MSE) domain
is a vast and multi-faceted challenge: Overlap, ambiguity, and inconsistency in terminology …

Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science

B Bayerlein, J Waitelonis, H Birkholz… - Advanced …, 2024 - Wiley Online Library
This article describes advancements in the ongoing digital transformation in materials
science and engineering. It is driven by domain‐specific successes and the development of …

The landscape of ontologies in materials science and engineering: A survey and evaluation

E Norouzi, J Waitelonis, H Sack - arXiv preprint arXiv:2408.06034, 2024 - arxiv.org
Ontologies are widely used in materials science to describe experiments, processes,
material properties, and experimental and computational workflows. Numerous online …

Seamless Science: Lifting Experimental Mechanical Testing Lab Data to an Interoperable Semantic Representation

M Schilling, S Bruns, B Bayerlein… - Advanced …, 2024 - Wiley Online Library
The scientific landscape is undergoing rapid transformations with the advent of the digital
age which revolutionizes research methodologies. In materials science and engineering, an …

Ontopanel: a tool for domain experts facilitating visual ontology development and mapping for FAIR data sharing in materials testing

Y Chen, M Schilling, P von Hartrott… - Integrating Materials and …, 2022 - Springer
In recent years, the design and development of materials are strongly interconnected with
the development of digital technologies. In this respect, efficient data management is the …

Management of Reference Data in Materials Science and Engineering Exemplified for Creep Data of a Single-Crystalline Ni-Based Superalloy

Y Shakeel, A Gedsun, M Forti, S Hunke, Y Han… - Acta Materialia, 2025 - Elsevier
The identification of process-structure-property relationships of materials inevitably requires
the combination of research data from different measurements. Therefore, the concepts …

[HTML][HTML] Mechanical testing dataset of cast copper alloys for the purpose of digitalization

HB Nasrabadi, F Bauer, P Uhlemann, S Thärig… - Data in Brief, 2024 - Elsevier
This data article presents a set of primary, analyzed, and digitalized mechanical testing
datasets for nine copper alloys. The mechanical testing methods including the Brinell and …