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Advancing digital transformation in material science: the role of workflows within the MaterialDigital initiative

S. Bekemeier, C. Caldeira Rêgo, H. Mai, U. Saikia, O. Waseda, M. Apel, F. Arendt, A. Aschemann, B. Bayerlein, R. Courant, G. Dziwis, F. Fuchs, U. Giese, K. Junghanns, M. Kamal, L. Koschmieder, S. Leineweber, M. Luger, M. Lukas, J. Maas, J. Mertens, B. Mieller, L. Overmeyer, N. Pirch, J. Reimann, S. Schröck, P. Schulze, J. Schuster, A. Seidel, O. Shchyglo, M. Sierka, F. Silze, S. Stier, M. Tegeler, J. Unger, M. Weber, T. Hickel, J. Schaarschmidt

Advanced Engineering Materials, 1, 2402149, (2025)

DOI: 10.1002/adem.202402149

Download: BibTEX

The MaterialDigital initiative represents a major driver toward the digitalization of material science. Next to providing a prototypical infrastructure required for building a shared data space and working on semantic interoperability of data, a core focus area of the Platform MaterialDigital (PMD) is the utilization of workflows to encapsulate data processing and simulation steps in accordance with findable, accessible, interoperable, and reusable principles. In collaboration with the funded projects of the initiative, the workflow working group strives to establish shared standards, enhancing the interoperability and reusability of scientific data processing steps. Central to this effort is the Workflow Store, a pivotal tool for disseminating workflows with the community, facilitating the exchange and replication of scientific methodologies. This article discusses the inherent challenges of adapting workflow concepts, providing the perspective on developing and using workflows in the respective domain of the various funded projects. Additionally, it introduces the Workflow Store's role within the initiative and outlines a future roadmap for the PMD workflow group, aiming to further refine and expand the role of scientific workflows as a means to advance digital transformation and foster collaborative research within material science.

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{"type":"article", "name":"s.bekemeier20251", "author":"S. Bekemeier and C. Caldeira Rêgo and H. Mai and U. Saikia and O. Waseda and M. Apel and F. Arendt and A. Aschemann and B. Bayerlein and R. Courant and G. Dziwis and F. Fuchs and U. Giese and K. Junghanns and M. Kamal and L. Koschmieder and S. Leineweber and M. Luger and M. Lukas and J. Maas and J. Mertens and B. Mieller and L. Overmeyer and N. Pirch and J. Reimann and S. Schröck and P. Schulze and J. Schuster and A. Seidel and O. Shchyglo and M. Sierka and F. Silze and S. Stier and M. Tegeler and J. Unger and M. Weber and T. Hickel and J. Schaarschmidt", "title":"Advancing digital transformation in material science: the role of workflows within the MaterialDigital initiative", "journal":"Advanced Engineering Materials", "volume":"1", "OPTnumber":"", "OPTmonth":"1", "year":"2025", "OPTpages":"2402149", "OPTnote":"", "OPTkey":"", "DOI":"10.1002/adem.202402149"}
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