Janis Mathieu, M.Sc.

Publikationen

Mathieu, J.
Vorgehensmodell und Methoden zur datengetriebenen Optimierung von Entwicklungsprozessen in der Auslegung crashbelasteter Systeme am Beispiel der passiven Fahrzeugsicherheit
Dissertation, Saarbrücken 2026

Mathieu, J., Kronwitter S., Duddeck, F., Garcke, J., Vielhaber, M.
Explainable artificial intelligence for enhancing system understanding and interpretability of numerical crash simulations
in: Computers in Industry Vol. 178 (2026), Art. 104466 >>>Link

Mathieu.  J., Kronwitter S., Pfahler. J., Di Roberto, M., Vielhaber, M.
Enhancing numerical simulation analysis with the use of explainable artificial intelligence and large language models: a case study on vehicle side crash optimization
in: Proceedings of the Design Society: International Conference on Engineering Design (ICED25) Vol. 5 (2025), S. 1545–1554 >>>Link

König, K., Mathieu, J., Vielhaber, M.
A Sustainability-Driven Comparison of Methods for the Identification of Lightweight Design Potentials in Product Generation Engineering
in: 31st CIRP Conference on Life Cycle Engineering, June 19-21, 2024, Torino, Italy, Procedia CIRP, Vol. 122, Seiten 145-150 >>>Link

Mathieu, J., Vielhaber, M.,
A Framework for the selection of AI-based methods to support the development of passive vehicle safety systems
Proceedings of NordDesign 2024, Reykjavík, Iceland, Seiten 313-322  >>>Link

Fleischer, J., Scholz, J., Zeidler, S., Herrmann, H.-G., Quirin, S. Vielhaber, M., König, K., Mathieu, J., Kleiner, S., Mai, K., Kneidl, B., Betancourt, M., Arnold, T., Runge, M., Gwosdek, M., Müller, A., Auch, L., Mattern, T., Bechteler, K., Kroll-Orywahl, O., Glindemann, H., Schuh, A., Boldt, N., Wenzel, W.
Handlungsleitfaden zur systemischen Entwicklung und der gezielten Hebung von Leichtbaupotenzialen
Projektergebnis des BMWK-Projekts SyProLei, Institut für Produktionstechnik (WBK), Karlsruhe, 01.08.2024  >>>Link

Mathieu, J., Gupta, P., Di Roberto, M., Vielhaber, M.
Minimizing occupant loads in vehicle crashes through reinforcement learning-based restraint system design: assessing performance and transferability
in: Proceedings of the Design Society, Vol. 4, 18th International Design 2024, Cavtat-Dubrovnik, May 2024, Seiten 2139-2148 >>>Link

König, K., Mathieu, J., Vielhaber, M.
Resource conservation by means of lightweight design and design for circularity – A concept for decision making in the early phase of product develepment
in: Resources, Conservation and Recycling, 2024, Vol. 201, February, 107331 >>>Link

König, K., Mathieu, J., Vielhaber, M.
Identification of Lightweighting Potentials Towards More Sustainable Products via the Functional Lifecycle Energy Analysis (FLCEA)
in: Sustainable Manufacturing as a Driver for Growth, 19th Global Conference on Sustainable Manufacturing (GCSM), December 4–6, 2023, Buenos Aires, Argentina, S. 137-145  >>>Link

Mathieu, J., Di Roberto, M., Vielhaber, M.
A data-driven methodology for the analysis and explanation of system behavior in crash simulations
in: 14th LS-DYNA Users-Conference, Baden-Baden, Germany, October 2023 >>> Link