DE-centralised Cloud labs fOr inDustrialisation of Energy materials

Project Information

DECODE

Grant agreement ID: 101135537

DOI

10.3030/101135537

EC signature date 14 November 2023

Start date 1 December 2023

End date 30 November 2027

Funded under

• Digital, Industry and Space

Total cost

€ 6 836 306,75

EU contribution

€ 6 794 831,75

Coordinated by

FORSCHUNGSZENTRUM JULICH 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 (4)

Interim report for D1.1 (M18)

Report listing the new knowledge, the models/tools/methods used, and their adaptation (ex. enhanced tools) based on feedback from T1.2, T1.3 and T1.4 + describing an enhanced set of activity-durability descriptors (PR1)

Interim report for D1.1 (M12)

Report listing the new knowledge, the models/tools/methods used, and their adaptation (ex. enhanced tools) based on feedback from T1.2, T1.3 and T1.4 + describing an enhanced set of activity-durability descriptors (PR1)

Plan for the dissemination and exploitation including communication activities

Plan to reach the targeted audiences and ensure the wide dissemination and exploitation of the PRs.

Interim report for D6.2 (M18)

Exhaustive list of all communication and dissemination activities.

Data Management Plan (1)

Data management Plan

Plan to structure how the data/ research outputs will be managed in line with the FAIR principles (Findable, Accessible, Interoperable, Reusable). This DMP will evolve during the lifetime of the project.

Publications

Peer reviewed articles (11)

Theory of Electro-Ionic Perturbations at Supported Electrocatalyst Nanoparticles

Author(s): Yufan Zhang, Tobias Binninger, Jun Huang, Michael H. Eikerling
Published in: Physical Review Letters, Issue 134, 2025, ISSN 0031-9007
Publisher: American Physical Society (APS)
DOI: 10.1103/PHYSREVLETT.134.066201

Electrochimica Acta

Author(s): Amandine Brige, Alexandr G. Oshchepkov, Ángel Bochs Cruz, Fabrice Bournel, Antoine Bonnefont, Alexander Yaroslavtsev, Robert Temperton, Andrey Shavorskiy, Jean-Jacques Gallet, Tristan Asset, Elena R. Savinova
Published in: Electrochimica Acta, Issue 148296, 2026, ISSN 0013-4686
Publisher: Elsevier
DOI: 10.1016/J.ELECTACTA.2026.148296

The Necessity of Dynamic Workflow Managers for Advancing Self‐Driving Labs and Optimizers

Author(s): Simon K. Steensen, Patrick W. V. Butler, Jesper R. Pedersen, Nis Fisker‐Bødker, Tejs Vegge, Jin Hyun Chang, Ivano E. Castelli
Published in: Advanced Intelligent Discovery, 2025, ISSN 2943-9981
Publisher: Wiley
DOI: 10.1002/AIDI.202500067

Disentangling the Janus-faced effects of cations in electrocatalysis

Author(s): Xinwei Zhu, Tobias Binninger, Marc T. M. Koper, Michael Eikerling
Published in: Nature Communications, Issue 17, 2026, ISSN 2041-1723
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41467-026-71126-3

Large language models for knowledge graph extraction from tables in materials science

Author(s): Max Dreger, Kourosh Malek, Michael Eikerling
Published in: Digital Discovery, Issue 4, 2025, ISSN 2635-098X
Publisher: Royal Society of Chemistry (RSC)
DOI: 10.1039/D4DD00362D

Platinum/Cation Interactions in Alkaline Media Observed by Constant Potential Molecular Dynamics

Author(s): Jules Wolff, Alain Chaumont, Laurent Ruhlmann, Antoine Bonnefont, Tristan Asset
Published in: ACS Omega, Issue 11, 2026, ISSN 2470-1343
Publisher: American Chemical Society (ACS)
DOI: 10.1021/ACSOMEGA.5C07205

Theory of Electro-Ionic Perturbations at Supported Electrocatalyst Nanoparticles

Author(s): Yufan Zhang, Tobias Binninger, Jun Huang, Michael H. Eikerling
Published in: Physical Review Letters, Issue 134, 2025, ISSN 0031-9007
Publisher: American Physical Society (APS)
DOI: 10.1103/PHYSREVLETT.134.066201

Mass transport impedance in a proton-exchange membrane fuel cell under passive operation conditions

Author(s): Luis Duque, Carlos Jarava-Barrera, Ester Diaz-Alvarez, M.Antonia Folgado, Antonio M. Chaparro
Published in: Electrochimica Acta, Issue 559, 2026, ISSN 0013-4686
Publisher: Elsevier BV
DOI: 10.1016/J.ELECTACTA.2026.148644

Data-Driven Modeling of Polymer Electrolyte Fuel Cells: Towards Predictive Analytics with Explainable Artificial Intelligence

Author(s): Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Jankovic, Michael Eikerling
Published in: Energy and AI, 2025, ISSN 2666-5468
Publisher: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100577

Minimizing the Influence of Metal Contaminations for the Alkaline Hydrogen Evolution Reaction on Platinum

Author(s): Karen van den Akker, Hassan Javed, Julia Fernández-Vidal, Onno van der Heijden, Kees E. Kolmeijer, Rik V. Mom, Marc T. M. Koper
Published in: ACS Energy Letters, Issue 11, 2026, ISSN 2380-8195
Publisher: American Chemical Society (ACS)
DOI: 10.1021/ACSENERGYLETT.5C03780

UTILE-Pore: Deep Learning-Enabled 3D Analysis of Porous Materials in Polymer Electrolyte Membrane-Based Energy Devices

Author(s): André Colliard-Granero, Salvatore Ranieri, Aimy Bazylak, Tobias Morawietz, K. Andreas Friedrich, Jasna Jankovic, Kourosh Malek, Michael Eikerling, Mohammad Javad Eslamibidgoli
Published in: Journal of The Electrochemical Society, 2025, ISSN 0013-4651
Publisher: The Electrochemical Society
DOI: 10.1149/1945-7111/ADF262

Conference proceedings (2)

Analysis of ionomer properties in cathodic catalyst layers prepared by electrospray

Author(s): Duque, L., Merino, S., Diego, G. de ., Jarava-Barrera, C., Chaparro, A. M., Fabulet, A., Marty, C., Toudret, P., & Pauchet, J.
Published in: 2026
Publisher: Zenodo
DOI: 10.5281/ZENODO.19000587

Transport impedance in a portable PEMFC working under passive conditions

Author(s): Duque, L., Diaz Alvarez, E., Folgado, M. A., & Chaparro, A. M
Published in: 2026
Publisher: Zenodo
DOI: 10.5281/ZENODO.19201714