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

Projektinformationen

DigiPass

ID Finanzhilfevereinbarung: 101138510

DOI

10.3030/101138510

EK-Unterschriftsdatum 3 November 2023

Startdatum 1 April 2024

Enddatum 30 Juni 2027

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

Keine Daten

EU-Beitrag

€ 1 874 298,44

Koordiniert durch

HELMHOLTZ-ZENTRUM HEREON GMBH
Germany

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

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

Veröffentlichungen

Peer reviewed articles (1)

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

Autoren: 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
Veröffentlicht in: Composite Structures, Ausgabe 372, 2025, ISSN 0263-8223
Herausgeber: Elsevier BV
DOI: 10.1016/J.COMPSTRUCT.2025.119419

Book chapters (3)

Scope of Physics-Based Simulation Artefacts

Autoren: Martin Thomas Horsch, Fadi Al Machot, Jadran Vrabec
Veröffentlicht in: Lecture Notes in Networks and Systems, Designing the Conceptual Landscape for a XAIR Validation Infrastructure, 2025
Herausgeber: Springer
DOI: 10.48550/ARXIV.2412.06077

Ontology-driven automation of process modelling and simulation

Autoren: Alberto Ridriguez-Fernandez, Vinay K. Gautam, Heinz A. Preisig
Veröffentlicht in: Computer Aided Chemical Engineering, Ausgabe 53, 2024
Herausgeber: Elsevier

Optimisation of a Production Chain for Active Corrosion Protection via Digitalisation

Autoren: Peter Klein, Heinz A. Preisig, Thomas F. Hagelien, Natalia Konchakova
Veröffentlicht in: Computer Aided Chemical Engineering, Ausgabe 53, 2024
Herausgeber: Elsivier

Other (3)

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

Autoren: Natalia Konchakova, Peter Klein
Veröffentlicht in: Advancements for Metal Buildings CONGRESS of the European Association for Panels and Profils, 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.17524508

DPP4EU Conference 2025, Post Conference Summary

Autoren: DigiPass-CSA, CIRPASS-2, THESEUS
Veröffentlicht in: DPP4EU Conference June 16 – June 18, 2025 Post Conference Summary, 2025
Herausgeber: Zenodo

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

Autoren: Horsch, Martin Thomas; Scholze, Sebastian; Al Machot, Fadi
Veröffentlicht in: 2024
Herausgeber: "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)

Autoren: Fadi Al Machot
Veröffentlicht in: Lecture Notes in Networks and Systems, Ausgabe 1375, 2025
Herausgeber: 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

Autoren: Fadi Al Machot, Martin Thomas Horsch, Habib Ullah
Veröffentlicht in: Lecture Notes in Networks and Systems, Ausgabe 1375, 2025
Herausgeber: Springer
DOI: 10.48550/ARXIV.2411.08463

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

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