Publications

2024

• Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variablesRosenkranz, M., Kalina, K. A., Brummund, J., Sun, W. & Kästner, M., 6 May 2024, In: Computational Mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. 74, 6, p. 1279-1301, 23 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modelingSeibert, P., Hirsch, F., Kluge, M., Kalina, M., Kalina, K. & Kästner, M., 25 Apr 2024, In: Archive of applied mechanics. 94 (2024), 9, p. 2471-2487, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteriaKalina, K. A., Gebhart, P., Brummund, J., Linden, L., Sun, W. & Kästner, M., Mar 2024, In: Computer Methods in Applied Mechanics and Engineering. 421, 116739Electronic (full-text) versionResearch output: Contribution to journal > Research article
• DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data setsZhang, Y., Seibert, P., Otto, A., Raßloff, A., Ambati, M. & Kästner, M., 25 Jan 2024, In: Computational materials science. 232, 14 p., 112661Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Rate- and temperature-dependent ductile-to-brittle fracture transition: Experimental investigation and phase-field analysis for toffeeDammaß, F., Schab, D., Rohm, H. & Kästner, M., 20 Jan 2024, In: Engineering Fracture Mechanics. 297 (2024), 24 p., 109878Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular AutomataSeibert, P., Raßloff, A., Zhang, Y., Kalina, K., Reck, P., Peterseim, D. & Kästner, M., 18 Jan 2024, In: Integrating materials and manufacturing innovation. 13, 1, p. 272-287, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptorsSeibert, P., Husert, M., Wollner, M., Kalina, K. A. & Kästner, M., Jan 2024, In:  Computer aided design : CAD. 166, 103635Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Application of the Local Strain Approach to estimate fatigue life of clinched joints under constant and variable amplitude loading in different loading conditionsSpak, B., Schlicht, M., Froitzheim, P., Flügge, W. & Kästner, M., 2024, VAL5 Fifth International Conference on Material and Component Performance under Variable Amplitude Loading. Esderts, A., Werdin, S. & Bleicher, C. (eds.).46Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahn-InfrastrukturHeindel, L., Marburg, K., Zschocke, D., Günther, A., Hantschke, P. & Kästner, M., 2024, Tagungsband 20. Internationale Schienenfahrzeugtagung Dresden. DVV Media Group GmbH, p. 170-172, 3 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Numerical and experimental fatigue strength evaluation of thin-walled aluminum components for aerospace application manufactured by roll formingSpak, B. & Kästner, M., 2024, In: Procedia Structural Integrity. 57, p. 445-451, 7 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article