Publications

2026

• Inverse design of spinodoid structures using Bayesian optimizationRaßloff, A., Seibert, P., Kalina, K. A. & Kästner, M., Jan 2026, In: Computational mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. 77, 1, p. 275-296, 22 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

2025

• A dual-stage constitutive modeling framework based on finite strain data-driven identification and physics-augmented neural networksLinden, L., Kalina, K. A., Brummund, J., Riemer, B. & Kästner, M., 1 Dec 2025, In: Computer Methods in Applied Mechanics and Engineering. 447, 118289Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Data-Efficient Inverse Design of Spinodoid MetamaterialsRosenkranz, M., Kästner, M. & Sbalzarini, I. F., Dec 2025, In: Integrating materials and manufacturing innovation. 14, 4, p. 695-713, 19 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Characterization, modeling and validation of the crystallization kinetics of carbon fiber-reinforced polyamide-6 compositesWürfel, V., Mischorr, E., Müller-Pabel, M., Hirsch, F., Liebsch, A., Gude, M., Modler, N. & 1 others, Nov 2025, In: Composites Part A: Applied Science and Manufacturing. 198, 20 p., 109077Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Data-Driven Inverse Design of Spinodoid Architected MaterialsOtto, A., Rosenkranz, M., Kalina, K. A. & Kästner, M., Nov 2025, In: GAMM-Mitteilungen. 48, 4, e70008Electronic (full-text) versionResearch output: Contribution to journal > Research article
• When invariants matter: The role of I1 and I2 in neural network models of incompressible hyperelasticityDammaß, F., Kalina, K. A. & Kästner, M., Nov 2025, In: Mechanics of Materials. 210, 105443Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Inverse design of anisotropic microstructures using physics-augmented neural networksJadoon, A. A., Kalina, K. A., Rausch, M. K., Jones, R. & Fuhg, J. N., Oct 2025, In: Journal of the Mechanics and Physics of Solids. 203, 106161Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Widerstandsverhalten von Clinchverbindungen unter zyklischer mechanischer BelastungHuter, M., Hildmann, C., Schneider, T., Kalich, J., Schlegel, S., Kosse, M. & Schettler, S. U., 23 Sep 2025, VDE-Fb. 81: Kontaktverhalten und Schalten: 28. VDE-Fachtagung Albert-Keil-Kontaktseminar, 24. – 26. September 2025 am Karlsruher Institut für Technologie (KIT). 1 ed., Karlsruhe, Vol. 81. p. 12-21, 222 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Accessing process-property linkages of polyamide 12 manufactured by the multi jet fusion printing processGebhardt, U., Carraturo, M., Raßloff, A., Alaimo, G., Auricchio, F. & Kästner, M., 25 May 2025, In: Progress in Additive Manufacturing. 10 (2025), 7, p. 4227-4238, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Schwingfestigkeit von Clinchverbindungen aus Kupfer für elektrotechnische AnwendungenSchneider, T., Eckardt, F., Huter, M. M., Kalich, J., Schettler, S., Hantschke, P. & Kästner, M., May 2025, Auslegung von Bauteilen aus Kupfer und Kupferlegierungen - Tagung 2025. Deutscher Verband für Materialforschung und -prüfung e.V., p. 93-102, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution