Harmonization of Advanced Materials Ecosystems serving strategic Innovation Markets to pave the way to a Digital Materials & Product Passport

Project Information

DigiPass

Grant agreement ID: 101138510

DOI

10.3030/101138510

EC signature date 3 November 2023

Start date 1 April 2024

End date 30 June 2027

Funded under

• Digital, Industry and Space

Total cost

No data

EU contribution

€ 1 874 298,44

Coordinated by

HELMHOLTZ-ZENTRUM HEREON GMBH
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (8)

Inventory of Materials Data and Information Systems

Inventory of relevant existing collaborative materials data and information systems (platforms, databases and infrastructures) serving strategic innovation markets. The deliverable corresponds to Task 1.1.

Environmental Impacts, Methodology and Management

Repot on environmental data and common methodology for four demonstration areas. The deliverable includes the analysis of the potential negative environmental impacts and describes aspects of their management. - Task 3.4

Materials Modeling, ML & AI-based methods

Report on opportunities for harmonization and standardization of modeling approaches. Common methodologies for data acquisition, documentation and knowledge generation. - Task 3.1

Common language for data documentation and exchange

Report on sharing data/knowledge and exchanging information technique that uses agreed-upon vocabularies, taxonomies, and domain ontologies based on OCES and EMMO. - Task 6.2

Materials Characterization & Fabrication

Recommendations on harmonized procedure for documenting characterization and materials fabrication methods. Common methodologies for data acquisition, documentation and knowledge generation. - Task 3.2

Data catalogue schema

A guideline for data catalogue schema, based on DCAT, that serves as the entry point for searches and demonstrations of techniques for data/knowledge sharing and interoperable exchange. - Task 6.4

Materials Performance Assessment

Report on techniques and protocols for predicting the service life of prepainted metals. Common methodologies for data acquisition, documentation and knowledge generation. -Task 3.3.

Ontology evaluation

Report providing critical analysis and recommendations to European ontology development efforts. The document will include ontology evaluation report and common metadata framework specification: Assessment of the EMMO and OCES ontologies, identifying gaps. - Task 6.1

Data Management Plan (1)

Data Management Plan

Document provide the information about public data, actions to support data interoperability and standardization, reuse (through clarifying licences) by third parties, data quality, identification of open data/ software tools, estimationcosts for making data FAIR and actions for data security both storage and transfer of sensitive data. - Task 11.3

Publications

Peer reviewed articles (1)

Artificial intelligence in materials science and engineering: Current landscape, key challenges, and future trajectories

Author(s): Iman Peivaste, Salim Belouettar, Francesco Mercuri, Nicholas Fantuzzi, Hamidreza Dehghani, Razie Izadi, Halliru Ibrahim, Jakub Lengiewicz, Maël Belouettar-Mathis, Kouider Bendine, Ahmed Makradi, Martin Horsch, Peter Klein, Mohamed El Hachemi, Heinz A. Preisig, Yacine Rezgui, Natalia Konchakova, Ali Daouadji
Published in: Composite Structures, Issue 372, 2025, ISSN 0263-8223
Publisher: Elsevier BV
DOI: 10.1016/J.COMPSTRUCT.2025.119419

Book chapters (3)

Scope of Physics-Based Simulation Artefacts

Author(s): Martin Thomas Horsch, Fadi Al Machot, Jadran Vrabec
Published in: Lecture Notes in Networks and Systems, Designing the Conceptual Landscape for a XAIR Validation Infrastructure, 2025
Publisher: Springer
DOI: 10.48550/ARXIV.2412.06077

Ontology-driven automation of process modelling and simulation

Author(s): Alberto Ridriguez-Fernandez, Vinay K. Gautam, Heinz A. Preisig
Published in: Computer Aided Chemical Engineering, Issue 53, 2024
Publisher: Elsevier

Optimisation of a Production Chain for Active Corrosion Protection via Digitalisation

Author(s): Peter Klein, Heinz A. Preisig, Thomas F. Hagelien, Natalia Konchakova
Published in: Computer Aided Chemical Engineering, Issue 53, 2024
Publisher: Elsivier

Other (3)

A DMPP ALONG VALUE/PRODUCTION CHAINS OF SANDWICH PANELS: MASTERING THE REGULATION JUNGLE

Author(s): Natalia Konchakova, Peter Klein
Published in: Advancements for Metal Buildings CONGRESS of the European Association for Panels and Profils, 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.17524508

DPP4EU Conference 2025, Post Conference Summary

Author(s): DigiPass-CSA, CIRPASS-2, THESEUS
Published in: DPP4EU Conference June 16 – June 18, 2025 Post Conference Summary, 2025
Publisher: Zenodo

"KGA ""XAIR principles"" WG - M10 deliverable: Synopsis of core concepts for explainable-AI-ready data and models"

Author(s): Horsch, Martin Thomas; Scholze, Sebastian; Al Machot, Fadi
Published in: 2024
Publisher: "KGA ""XAIR principles"""
DOI: 10.5281/ZENODO.14582689

Conference proceedings (3)

Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER)

Author(s): Fadi Al Machot
Published in: Lecture Notes in Networks and Systems, Issue 1375, 2025
Publisher: Springer
DOI: 10.48550/ARXIV.2312.11651

Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach

Author(s): Fadi Al Machot, Martin Thomas Horsch, Habib Ullah
Published in: Lecture Notes in Networks and Systems, Issue 1375, 2025
Publisher: Springer
DOI: 10.48550/ARXIV.2411.08463

Building Trustworthy AI: Transparent AI Systems via Language Models, Ontologies, and Logical Reasoning (TranspNet)

Author(s): Fadi Al Machot, Martin Thomas Horsch, Habib Ullah
Published in: Lecture Notes in Networks and Systems, Designing the Conceptual Landscape for a XAIR Validation Infrastructure, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-89274-5_3