Publications

2026

• Magnetic Elastomers—Coupling Magnetic and Mechanical InteractionsFischer, L., Kalina, K. A., Reinken, H., Auernhammer, G. K., Odenbach, S., Watzka, B., Kästner, M. & 1 others, Aug 2026, In: ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik. 106, 8, e70524Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Construction of minimal integrity bases for anisotropic hyperelasticity via structural tensorsRiemer, B. M., Brummund, J., Kalina, K. A., Milor, A. H., Dammaß, F. & Kästner, M., 8 Jul 2026, In: Journal of the Mechanics and Physics of Solids. 216, 38 p., 106763Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A Data‐Driven Multiscale Scheme for Anisotropic Finite Strain Magneto‐ElasticityRoth, H. T., Gebhart, P., Kalina, K. A., Wallmersperger, T. & Kästner, M., 26 Jun 2026, In: International journal for numerical methods in engineering. 127, 12, 32 p., e70367Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A physics-augmented neural network framework for finite strain incompressible viscoelasticityKalina, K. A., Brummund, J. & Kästner, M., 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 32 p., 118892Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networksFriedrichs, K., Dammaß, F., Kalina, K. A. & Kästner, M., 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 118852Electronic (full-text) versionResearch output: Contribution to journal > Research article
• 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, 23 p., e70008Electronic (full-text) versionResearch output: Contribution to journal > Research article