Portal/TA4

From MaRDI portal

Task Area 4: Cooperation with Other Disciplines

Mission

As mathematical models, software and workflows can be applied to a wide range of disciplines from natural and life sciences to the humanities, it is crucial to reflect the disciplines needs for FAIR research data management and standardized descriptions of these artifacts. Starting from case studies, TA4 aims at working together with interdisciplinary partners and other NFDI consortia to develop interdisciplinary workflows, standardize mathematical descriptions and create a platform for exchange. These activities, together with the standardization of data within the NFDI framework, is intended to emulate the FAIR principles and provides a dependable platform from which other disciplines could benefit.

Standardization of mathematical descriptions for us means the creation of a database for mathematical models. This development is in progress and is called MathModDB.

Moreover, MaRDMO will function as an interface, enabling researchers from diverse disciplines to document their interdisciplinary workflows and mathematical models through the Research Data Management Organiser (RDMO).

Use Cases / Workflows

The documentation of interdisciplinary workflows reflects Measure M4.1. of the MaRDI research program. It is a crucial part to understand the requirements of the applied sciences with respect to their mathematical grounding. Moreover, it serves as a predecessing step toward the development of a mathematical standardization. Please find a list of interdisciplinary use cases our work is based on here: Workflows

Also see a list in alphabetical order here

MathModDB - A database for mathematical models

As models are a crucial step in the model-simulation pipeline, and mathematical standardization is elementary in our mission statement, the development of a database for mathematical models is justified and reflects Measure M4.2. in the MaRDI research program. The database will be set up as an ontology / knowledge graph, called MathModDB.

MaRDMO - A Plugin for the Research Data Management Organiser

MaRDMO is a plugin designed to streamline the documentation of workflows (Measure M4.1). Primarily utilized for Model-Simulation-Optimization workflows in the numerical domain, MaRDMO also exhibits versatility in accommodating workflows from other domains such as algebra. Integrated within RDMO, it offers a structured questionnaire guiding researchers through the documentation process. By fetching additional information from established sources, MaRDMO ensures comprehensive documentation while minimizing duplication of effort. Its seamless integration with RDMO enhances usability, allowing for the semi-automatic generation of workflow documentation. Recently, the MathModDB ontology (Measure M4.2) was integrated into MaRDMO to enhance the documentation of mathematical models within the workflows, further improving its functionality.

Click here to get further information.

Materials, HowTos, Tutorials, ...

Team

Fraunhofer Institute for Industrial Mathematics, Kaiserslautern


University of Stuttgart


Weierstrass-Institute for Applied Analysis and Stochastics, Berlin


Zuse Institute Berlin

Publications

Publications of TA4 personnel related to MaRDI

2022

Benner P., Burger, M., Göddeke D., Görgen, C., Himpe, C., Hintermüller, M., Heiland, J., Koprucki T., Ohlberger, M., Rave S., Reidelbach M., Saak, J., Schöbel, A., Tabelow, K., and Weber, M., 2022. Die mathematische Forschungsdateninitiative in der NFDI: MaRDI. GAMM-Rundbrief, 1, pp.40-43.

Reidelbach, M., Weber, M. MaRDI - The mathematical Research Data Initiative. Aktionstag Forschungsdaten FU Berlin. https://doi.org/10.5281/zenodo.7397588

2023

Boege, T., Fritze, R., Görgen, C., Hanselman, J., Iglezakis, D., Kastner, L., Koprucki, T., Krause, T.H., Lehrenfeld, C., Polla, S. and Reidelbach, M., 2023. Data management planning in the German mathematical community. European Mathematical Society Magazine, (130), pp.40-47. https://doi.org/10.4171/mag/152

MaRDI Consortium, 2023. Research Data Management Planning in Mathematics. https://doi.org/10.5281/zenodo.10018246

Reidelbach, M., Ferrer. E and Weber M., 2023. MaRDMO Plugin - Document and Retrieve Workflows Using the MaRDI Portal. In Proceedings of the Conference on Research Data Infrastructure (Vol. 1). https://doi.org/10.52825/cordi.v1i.254

Schembera, B., Wübbeling, F., Kleikamp, H., Biedinger, C., Fiedler, J., Reidelbach, M., Shehu, A., Schmidt, B., Koprucki, T., Iglezakis, D. and Göddeke, D., 2023. Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. arXiv preprint arXiv:2310.20443.

Schembera, B., Riethmüller, C. and Göddeke, D., Enabling FAIR Data in Computational Science, Engineering and Mathematics through Knowledge Graphs.

Schembera, B., Wübbeling, F., Koprucki, T., Biedinger, C., Reidelbach, M., Schmidt, B., Göddeke, D. and Fiedler, J., 2023, September. Building Ontologies and Knowledge Graphs for Mathematics and its Applications. In Proceedings of the Conference on Research Data Infrastructure (Vol. 1). https://doi.org/10.52825/cordi.v1i.255

2024

Diederichs, K., Krause, C., Lemaire, M., Reidelbach, M. and Windeck, J., 2024. A Vision for Data Management Plans in the NFDI. https://doi.org/10.5281/zenodo.10570654

Reidelbach, M., Schembera, B., Weber, M. (2024). Towards a FAIR Documentation of Workflows and Models in Applied Mathematics. In: Buzzard, K., Dickenstein, A., Eick, B., Leykin, A., Ren, Y. (eds) Mathematical Software – ICMS 2024. ICMS 2024. Lecture Notes in Computer Science, vol 14749. Springer, Cham. https://doi.org/10.1007/978-3-031-64529-7_27

Talks

Talks given by TA4 personnel related to MaRDI

2022

Reidelbach, M., 21.09.2022. Mathematical Research Data Initiative. Talk @ "Digital Humanities meet Mathematics" Workshop, Berlin.

2023

Reidelbach, M., 29.03.2023. MaRDMO - An RDMO plugin to populate and query the MaRDI Knowledge Graph. Talk @ 9th RDMO Community Meeting, Online.

Reidelbach, M., 17.04.2023. MaRDMO - An RDMO plugin to document and query MSO Workflows using the MaRDI Knowledge Graph. Talk @ Leibniz MMS Days, Potsdam. https://doi.org/10.5446/62069

Reidelbach, M., 26.05.2023. MaRDMO - An RDMO plugin to populate and query the MaRDI Knowledge Graph. Talk @ Meeting of 'Data Management Planning' working group of NFDI Section Common Infrastructures, Online.

Reidelbach, M., 29.06.2023. MaRDMO - Document and Retrieve Interdisciplinary Workflows Using the MaRDI Portal. Workshop @ NFDI-MATWREK Conference, Siegburg.

Reidelbach, M., 25.09.2023. MaRDMO Plugin - Document and Retrieve Interdisciplinary Workflows Using the MaRDI Portal. Talk @ MaRDI Mini-Symposium in DMV, Illmenau.

Weber, M., 26.09.2023. MaRDMO – An RDMO plugin to populate and query the MaRDI Knowledge Graph. Talk @ KLAIM, Kaiserslautern.

Reidelbach, M., 27.09.2023. MaRDMO Plugin - Document and Retrieve Interdisciplinary Workflows Using the MaRDI Portal. Talk @ NFDI4Ing Conference, Online. https://doi.org/10.5281/zenodo.8388577

Reidelbach, M., 10.10.2023. MaRDMO – Document and Query Interdisciplinary Workflows Using the MaRDI Portal. Talk @ "Maths meets Information Specialists" Workshop, Leipzig.

2024

Reidelbach, M., 12.03.2024. Mathematical Research Data Initiative - Vision and Services. Talk @ Math+ Conference "Interpretations, Explanations, and Knowledge Gain", Berlin.

Reidelbach, M., 24.07.2024. Towards a FAIR Documentation of Workflows and Models in Applied Mathematics. Talk @ ICMS 2024, Durham, England.

Workshops

Workshops that have been co-organized by TA4 personnel

  • Was könn(t)en DMPs eigentlich alles leisten? (14.06.2023, Online)
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