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== Mission ==
== Mission ==
As mathematical model data, software and workflows can be applied in a wide range of disciplines from natural to life sciences and the humanities, the digitization of research data is seen as the main stronghold of mathematics. This together with the standardization of data within the NFDI framework would emulate the FAIR principles and allow a dependable platform from which other disciplines could benefit from. Working from case studies, TA4 aims to work together with interdisciplinary partners and other NFDI consortia to develop interdisciplinary workflows, standardize mathematical descriptions and create a platform for exchange.
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 ==
== 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: [https://portal.mardi4nfdi.de/wiki/Portal/TA4_Workflows  Workflows]
Also see a list in alphabetical order [https://portal.mardi4nfdi.de/wiki/Category:Workflow 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 [https://portal.mardi4nfdi.de/wiki/MaRDMO  here] to get further information.
== Materials, HowTos, Tutorials, ... ==
* [[MD_UseCases | Markdowns for the Use Cases]]
* [[HowTo_UseCase | HowTo to create a Wiki-Entry for a Use Case]]
== Team ==
Fraunhofer Institute for Industrial Mathematics, Kaiserslautern
* [https://www.itwm.fraunhofer.de/en/about-itwm/curriculum-vitae-anita-schoebel.html Anita Schöbel]
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/michael-burger.html Michael Burger]
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/jochen-fiedler.html Jochen Fiedler]
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/christine-biedinger.html Christine Biedinger]
<br>
University of Stuttgart
* [https://www.ians.uni-stuttgart.de/institute/team/Goeddeke-00003/ Dominik Goeddeke]
* [https://www.izus.uni-stuttgart.de/personen/Iglezakis-00001/ Dorothea Iglezakis]
* [https://www.ians.uni-stuttgart.de/institute/team/Schembera-00001/ Björn Schembera]
<br>
Weierstrass-Institute for Applied Analysis and Stochastics, Berlin
* [https://www.wias-berlin.de/~koprucki Thomas Koprucki]
* [https://www.wias-berlin.de/~schmidt Burkhard Schmidt]
* [https://www.wias-berlin.de/~shehu/ Aurela Shehu]
<br>
Zuse Institute Berlin
* [https://www.zib.de/members/weber Marcus Weber]
* [https://www.zib.de/members/reidelbach Marco Reidelbach]
== Publications ==
Publications of TA4 personnel related to MaRDI
=== 2025 ===
Schembera, B., Wübbeling, F., Kleikamp, H., Schmidt, B., Shehu, A., Reidelbach, M., Biedinger, C., Fiedler, J., Koprucki, T. and  Göddeke, D. (2025). Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics. In: Sfakakis, M., Garoufallou, E., Damigos, M., Salaba, A., Papatheodorou, C. (eds) Metadata and Semantic Research. MTSR 2024. Communications in Computer and Information Science, vol 2331. Springer, Cham. https://doi.org/10.1007/978-3-031-81974-2_8.
Schembera, B. (2025). Data, Information, Knowledge, Wisdom, and Explainable Artificial Intelligence. In: Al Machot, F., Horsch, M.T., Scholze, S. (eds) Designing the Conceptual Landscape for a XAIR Validation Infrastructure. DCLXVI 2024. Lecture Notes in Networks and Systems, vol 1375. Springer, Cham. https://doi.org/10.1007/978-3-031-89274-5_9.
=== 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.
Schembera, B., Wübbeling, F., Kleikamp, H., Biedinger, C., Fiedler, J., Reidelbach, M., Shehu, A., Schmidt, B., Koprucki, T., Iglezakis, D. and  Göddeke, D. (2024). Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. In: Garoufallou, E., Sartori, F. (eds) Metadata and Semantic Research. MTSR 2023. Communications in Computer and Information Science, vol 2048. Springer, Cham. https://doi.org/10.1007/978-3-031-65990-4_14 [https://www.f08.uni-stuttgart.de/mathematik/aktuelles/news/Best-Paper-Award-beim-MTSR2023-fuer-Bjoern-Schembera-und-Dominik-Goeddeke/ BEST PAPER AWARD].
=== 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:[https://arxiv.org/pdf/2310.20443 2310.20443].
Schembera, B., Riethmüller, C. and Göddeke, D., [https://www.simtech2023.uni-stuttgart.de/documents/Theme-4/Schembera-Bjoern.pdf 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.
=== 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.
== Talks ==
Talks given by TA4 personnel related to MaRDI
=== 2025 ===
Reidelbach, M., 11.02.2025. No Data without... Reuse. Talk @ No Data Without... Excellence: A Coffee Lecture Series organized by the Excellence Clusters NeuroCure, UniSysCat, Matters Of Activity and Math+, Online.
Reidelbach, M., 13.03.2025. MaRDMO: Future Gateway to FAIR Mathematical Data. E-Science Tage 2025, Heidelberg, Germany. Slides @ https://doi.org/10.5281/zenodo.15091211.
Reidelbach, M., 17.03.2025. [https://www.mis.mpg.de/de/events/event/mardmo-future-gateway-to-fair-mathematical-data MaRDMO: Future Gateway to FAIR Mathematical Data. Vom Beweis zum Bibliotheksregal - Workshop rund um Forschungsdatenmanagement für die Mathematik], Leipzig, Germany.
Shehu, A., 18.03.2025. [https://www.mis.mpg.de/de/events/event/mathmoddb-an-ontology-and-knowledge-graph-for-mathematical-models MathModDB: An Ontology and Knowledge Graph for Mathematical Models. Vom Beweis zum Bibliotheksregal - Workshop rund um Forschungsdatenmanagement für die Mathematik], Leipzig, Germany.
Reidelbach, M., 28.03.2025. MaRDMO: Future Gateway to FAIR Mathematical Data. MMS Days 2025, Warnemünde, Germany. Slides @ https://doi.org/10.5281/zenodo.15172275.
Schembera, B., 03.06.2025. Forschungsdaten in der Mathematik. Workshop "Sacherschließung von Forschungsdaten, Stuttgart.
Schembera, B., 06.05.2025. Research Data Management for Applied Mathematics. Numerik im Ländle, Stuttgart.
=== 2024 ===
Schembera, B., 17.01.2024. Dunkle Daten und nachhaltiges Datenmanagement. Materials Resource Management Seminar, Augsburg. [https://www.researchgate.net/publication/377529969_Dunkle_Daten_und_nachhaltiges_Datenmanagement_-_CO2-Bilanz_von_Datenhaltung Slides].
Reidelbach, M., 12.03.2024. Mathematical Research Data Initiative - Vision and Services. Talk @ Math+ Conference "Interpretations, Explanations, and Knowledge Gain", Berlin.
Schmidt, B., Shehu A., 23.04.204. MaRDI: The Mathematical Research Data Initiative. Netzwerktreffen Forschungsdatenmanagement Berlin-Brandenburg, Potsdam, Germany.
Shehu A., Schmidt, B., 11.07.2024. [https://zenodo.org/records/12744409 Ontologies and Knowledge Graphs in MaRDI. NFDI Berlin-Brandenburg network meeting on Ontologies and Knowledge Graphs,] Berlin, Germany.
Reidelbach, M., 24.07.2024. Towards a FAIR Documentation of Workflows and Models in Applied Mathematics. Talk @ ICMS 2024, Durham, England.
Schembera, B., 13.09.2024. Dark Data as a Challenge for Minimum Sustainable Data Sets. DESCON 8.0 Belgrade, Serbia.
Reidelbach, M., 18.10.2024. Towards a FAIR Documentation of Workflows and Models in Applied Mathematics. Talk @ Physical Sciences in the NFDI, Online.
Schembera, B., 20.11.2024. Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics. International Conference on Metadata and Semantics Research 2024, Athens, Greece.
Schembera, B., 11.12.2024. Data, Information, Knowledge, Wisdom, and explainable Artificial Intelligence. Workshop Designing the Conceptual Landscape for a XAIR Validation Infrastructure, RPTU Kaiserslautern.
Schembera, B., 12.12.2024. Research Data Management for FAIR and Open Data in Simulation Science. SPP 2410 CoScoRa Webinar.
=== 2023 ===


Please find a list of interdisciplinary use cases our work is based on. Also see in alphabetical order [https://portal.mardi4nfdi.de/wiki/Category:Workflow here]
Reidelbach, M., 29.03.2023. MaRDMO - An RDMO plugin to populate and query the MaRDI Knowledge Graph. Talk @ 9th RDMO Community Meeting, Online.


=== Engineering ===
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.
Lead: [https://www.ians.uni-stuttgart.de/cmcs/research/ USTUTT]


* [[XRCT | X-ray Computed Tomography]]
Schembera, B., 25.05.2024. Gelingende Kooperationen im MINT-Bereich. BiblioCon, Hannover.


=== Material Science ===
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.
Lead: [https://www.ians.uni-stuttgart.de/cmcs/research/ USTUTT]


=== High-Performance Computing ===
Reidelbach, M., 29.06.2023. MaRDMO - Document and Retrieve Interdisciplinary Workflows Using the MaRDI Portal. Workshop @ NFDI-MATWREK Conference, Siegburg.
Lead: [https://www.ians.uni-stuttgart.de/cmcs/research/ USTUTT]


* [[COMPARING_PARTITIONED_COUPLING_VS._MONOLITHIC_BLOCK_PRECONDITIONING_FOR_SOLVING_STOKES-DARCY_SYSTEMS | Comparing Solvers for Darcy Stokes Systems]]
Reidelbach, M., 25.09.2023.  MaRDMO Plugin - Document and Retrieve Interdisciplinary Workflows Using the MaRDI Portal. Talk @ MaRDI Mini-Symposium in DMV, Illmenau.
* [[MONOLITHIC_APPROACH_FOR_SOLVING_STOKES-DARCY_SYSTEMS | Monolithic Approach for Solving Stokes-Darcy Systems]]
* [[PARTITIONED_COUPLING_FOR_SOLVING_STOKES-DARCY_SYSTEMS | Partitioned Coupling for Solving Stokes-Darcy Systems]]


=== Theoretical and Bio-Chemistry ===
Weber, M., 26.09.2023. MaRDMO – An RDMO plugin to populate and query the MaRDI Knowledge Graph. Talk @ KLAIM, Kaiserslautern.
Lead: ZIB
* [[ Non-negative Matrix Factorization for Time-Resolved Raman Spectroscopy Data |  Non-negative Matrix Factorization for Time-Resolved Raman Spectroscopy Data]]


=== Digital Humanities ===
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.
Lead: ZIB
* [[Boolean Algebra Analysis of Egyption Excavation Pieces | Boolean Algebra Analysis of Egyption Excavation Pieces]]
* [[Romanization spreading on historical interregional networks in Northern Tunisia | Romanization spreading on historical interregional networks in Northern Tunisia]]
* [[Private:Tensor Correspondance Analysis of Egyption Excavation Pieces | Private:Tensor Correspondance Analysis of Egyption Excavation Pieces]]


=== Digital Catalysis ===
Reidelbach, M., 10.10.2023. MaRDMO – Document and Query Interdisciplinary Workflows Using the MaRDI Portal. Talk @ "Maths meets Information Specialists" Workshop, Leipzig.
Lead: MPI Magdeburg


=== Optimization and Computer Algebra in Particle Physics and Heavy Ion Research ===
Schembera, B., 25.10.2023. Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. International Conference on Metadata and Semantics Research 2023, Milano, Italy.
Lead: WIAS


=== Neurosciences ===
Shehu. A., Schmidt B., 10.11.2023. MaRDI: The Mathematical Research Data Initiative.  NFDI4DS Conference, Berlin, Germany.
Lead: WIAS


=== Decision Science ===
=== 2022 ===
Lead: [https://www.itwm.fraunhofer.de/en/departments/mf.html ITWM]
* [[Private:INCLUDING_HERE_TRAFFIC_DATA_IN_VMCSIMULATION | INCLUDING_HERE_TRAFFIC_DATA_IN_VMCSIMULATION]]


=== Data-driven Mathematics, AI and Machine Learning ===
Reidelbach, M., 21.09.2022. Mathematical Research Data Initiative. Talk @ "Digital Humanities meet Mathematics" Workshop, Berlin.
Lead: [https://www.itwm.fraunhofer.de/en/departments/mf.html ITWM]


== Workshops ==
== Workshops ==
Workshops that have been co-organized by TA4 personnel


* [https://www.ada.fu-berlin.de/ada-labs/dihma-lab/index.html Digital Humanities meet Mathematics] (20/21.09.2022, Berlin)
* Workshop on RDM in Mathematics at the MIMO Graduiertenkolleg 2982 (01.07.2025, Kaiserslautern).


== Team ==
* [https://zenodo.org/records/15646679 Third NFDI_BB (Berlin-Brandenburg) network meeting: AI as an enabler for science] (21.05.2025, Berlin).
* ...
 
* [https://www.ians.uni-stuttgart.de/institute/team/Goeddeke-00003/ Dominik Goeddeke (University of Stuttgart)]
* [https://www.mis.mpg.de/events/series/vom-beweis-zum-bibliotheksregal-workshop-rund-um-forschungsdatenmanagement-fuer-die-mathematik Vom Beweis zum Bibliotheksregal] (17.-19.03.2025, Leipzig).
* [https://www.izus.uni-stuttgart.de/personen/Iglezakis-00001/ Dorothea Iglezakis (University of Stuttgart)]
 
* [https://www.ians.uni-stuttgart.de/institute/team/Schembera-00001/ Björn Schembera (University of Stuttgart)]
* [https://zenodo.org/records/13748000 Second NFDI_BB (Berlin-Brandenburg) network meeting: Ontologies and Knowledge Graphs] (11.07.2024, Berlin).
* [https://www.zib.de/members/weber Marcus Weber (Zuse Institute Berlin)]
 
* [https://www.zib.de/members/reidelbach Marco Reidelbach (Zuse Institute Berlin)]
* [https://www.nfdi.de/tf-ethik-workshop-februar-2024/ Finding the E in ELSA. Exploring Ethical Challenges across the NFDI] (28.2.2024, online).
* [https://www.itwm.fraunhofer.de/en/about-itwm/curriculum-vitae-anita-schoebel.html Anita Schöbel (Fraunhofer ITWM)]
 
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/michael-burger.html Michael Burger (Fraunhofer ITWM)]
* [https://zenodo.org/records/12804830 First NFDI_BB (Berlin-Brandenburg) network meeting: Kickoff workshop] (12.10.2023, Berlin).
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/jochen-fiedler.html Jochen Fiedler (Fraunhofer ITWM)]
 
* [https://www.itwm.fraunhofer.de/en/departments/mf/staff/christine-biedinger.html Christine Biedinger (Fraunhofer ITWM)]
* Was könn(t)en DMPs eigentlich alles leisten? (14.06.2023, Online).
 
* [https://www.mis.mpg.de/events/series/maths-meets-information-specialists Math meets Information Specialists] (9.-11.10.2023, Leipzig).
 
* [https://www.ada.fu-berlin.de/ada-labs/dihma-lab/index.html Digital Humanities meet Mathematics] (20/21.09.2022, Berlin).

Latest revision as of 11:55, 25 July 2025

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

2025

Schembera, B., Wübbeling, F., Kleikamp, H., Schmidt, B., Shehu, A., Reidelbach, M., Biedinger, C., Fiedler, J., Koprucki, T. and Göddeke, D. (2025). Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics. In: Sfakakis, M., Garoufallou, E., Damigos, M., Salaba, A., Papatheodorou, C. (eds) Metadata and Semantic Research. MTSR 2024. Communications in Computer and Information Science, vol 2331. Springer, Cham. https://doi.org/10.1007/978-3-031-81974-2_8.

Schembera, B. (2025). Data, Information, Knowledge, Wisdom, and Explainable Artificial Intelligence. In: Al Machot, F., Horsch, M.T., Scholze, S. (eds) Designing the Conceptual Landscape for a XAIR Validation Infrastructure. DCLXVI 2024. Lecture Notes in Networks and Systems, vol 1375. Springer, Cham. https://doi.org/10.1007/978-3-031-89274-5_9.

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.

Schembera, B., Wübbeling, F., Kleikamp, H., Biedinger, C., Fiedler, J., Reidelbach, M., Shehu, A., Schmidt, B., Koprucki, T., Iglezakis, D. and Göddeke, D. (2024). Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. In: Garoufallou, E., Sartori, F. (eds) Metadata and Semantic Research. MTSR 2023. Communications in Computer and Information Science, vol 2048. Springer, Cham. https://doi.org/10.1007/978-3-031-65990-4_14 BEST PAPER AWARD.

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.

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.

Talks

Talks given by TA4 personnel related to MaRDI

2025

Reidelbach, M., 11.02.2025. No Data without... Reuse. Talk @ No Data Without... Excellence: A Coffee Lecture Series organized by the Excellence Clusters NeuroCure, UniSysCat, Matters Of Activity and Math+, Online.

Reidelbach, M., 13.03.2025. MaRDMO: Future Gateway to FAIR Mathematical Data. E-Science Tage 2025, Heidelberg, Germany. Slides @ https://doi.org/10.5281/zenodo.15091211.

Reidelbach, M., 17.03.2025. MaRDMO: Future Gateway to FAIR Mathematical Data. Vom Beweis zum Bibliotheksregal - Workshop rund um Forschungsdatenmanagement für die Mathematik, Leipzig, Germany.

Shehu, A., 18.03.2025. MathModDB: An Ontology and Knowledge Graph for Mathematical Models. Vom Beweis zum Bibliotheksregal - Workshop rund um Forschungsdatenmanagement für die Mathematik, Leipzig, Germany.

Reidelbach, M., 28.03.2025. MaRDMO: Future Gateway to FAIR Mathematical Data. MMS Days 2025, Warnemünde, Germany. Slides @ https://doi.org/10.5281/zenodo.15172275.

Schembera, B., 03.06.2025. Forschungsdaten in der Mathematik. Workshop "Sacherschließung von Forschungsdaten, Stuttgart.

Schembera, B., 06.05.2025. Research Data Management for Applied Mathematics. Numerik im Ländle, Stuttgart.

2024

Schembera, B., 17.01.2024. Dunkle Daten und nachhaltiges Datenmanagement. Materials Resource Management Seminar, Augsburg. Slides.

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

Schmidt, B., Shehu A., 23.04.204. MaRDI: The Mathematical Research Data Initiative. Netzwerktreffen Forschungsdatenmanagement Berlin-Brandenburg, Potsdam, Germany.

Shehu A., Schmidt, B., 11.07.2024. Ontologies and Knowledge Graphs in MaRDI. NFDI Berlin-Brandenburg network meeting on Ontologies and Knowledge Graphs, Berlin, Germany.

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

Schembera, B., 13.09.2024. Dark Data as a Challenge for Minimum Sustainable Data Sets. DESCON 8.0 Belgrade, Serbia.

Reidelbach, M., 18.10.2024. Towards a FAIR Documentation of Workflows and Models in Applied Mathematics. Talk @ Physical Sciences in the NFDI, Online.

Schembera, B., 20.11.2024. Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics. International Conference on Metadata and Semantics Research 2024, Athens, Greece.

Schembera, B., 11.12.2024. Data, Information, Knowledge, Wisdom, and explainable Artificial Intelligence. Workshop Designing the Conceptual Landscape for a XAIR Validation Infrastructure, RPTU Kaiserslautern.

Schembera, B., 12.12.2024. Research Data Management for FAIR and Open Data in Simulation Science. SPP 2410 CoScoRa Webinar.

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.

Schembera, B., 25.05.2024. Gelingende Kooperationen im MINT-Bereich. BiblioCon, Hannover.

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.

Schembera, B., 25.10.2023. Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines. International Conference on Metadata and Semantics Research 2023, Milano, Italy.

Shehu. A., Schmidt B., 10.11.2023. MaRDI: The Mathematical Research Data Initiative. NFDI4DS Conference, Berlin, Germany.

2022

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

Workshops

Workshops that have been co-organized by TA4 personnel

  • Workshop on RDM in Mathematics at the MIMO Graduiertenkolleg 2982 (01.07.2025, Kaiserslautern).
  • Was könn(t)en DMPs eigentlich alles leisten? (14.06.2023, Online).
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