Markus Kästner

23 papers Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Efficient Bayesian Framework for Inverse Problems via Optimization and Inversion: Surrogate Modeling, Parameter Inference, and Uncertainty Quantification. CoRR Mihaela Chiappetta, Massimo Carraturo, Alexander Raßloff, Markus Kästner, Ferdinando Auricchio
2025	J	`jnl`	A data-driven multiscale scheme for anisotropic finite strain magneto-elasticity. CoRR Heinrich T. Roth, Philipp Gebhart, Karl A. Kalina, Thomas Wallmersperger, Markus Kästner
2025	J	`jnl`	A dual-stage constitutive modeling framework based on finite strain data-driven identification and physics-augmented neural networks. CoRR Lennart Linden, Karl A. Kalina, Jörg Brummund, Brain Riemer, Markus Kästner
2025	J	`jnl`	A physics-augmented neural network framework for finite strain incompressible viscoelasticity. CoRR Karl A. Kalina, Jörg Brummund, Markus Kästner
2025	J	`jnl`	Data-efficient inverse design of spinodoid metamaterials. CoRR Max Rosenkranz, Markus Kästner, Ivo F. Sbalzarini
2025	J	`jnl`	Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm. Eng. Comput. Paul Seibert, Alexander Raßloff, Karl A. Kalina, Markus Kästner
2024	J	`jnl`	Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors. Comput. Aided Des. Paul Seibert, Markus Husert, Maximilian P. Wollner, Karl A. Kalina, Markus Kästner
2024	J	`jnl`	Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions. CoRR Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner
2024	J	`jnl`	Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables. CoRR Max Rosenkranz, Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner
2023	J	`jnl`	A comparative study on different neural network architectures to model inelasticity. CoRR Max Rosenkranz, Karl A. Kalina, Jörg Brummund, Markus Kästner
2023	J	`jnl`	DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets. CoRR Yichi Zhang, Paul Seibert, Alexandra Otto, Alexander Raßloff, Marreddy Ambati, Markus Kästner
2023	J	`jnl`	Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria. CoRR Karl A. Kalina, Philipp Gebhart, Jörg Brummund, Lennart Linden, WaiChing Sun, Markus Kästner
2023	J	`jnl`	Neural networks meet hyperelasticity: A guide to enforcing physics. CoRR Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner
2022	J	`jnl`	FE CoRR Karl A. Kalina, Lennart Linden, Jörg Brummund, Markus Kästner
2022	J	`jnl`	Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data. CoRR Stefan Muench, Darshankumar Bhat, Leonhard Heindel, Peter Hantschke, Mike Roellig, Markus Kästner
2022	J	`jnl`	Pose Estimation and Damage Characterization of Turbine Blades during Inspection Cycles and Component-Protective Disassembly Processes. Sensors Philipp Middendorf, Richard Blümel, Lennart Hinz, Annika Raatz, Markus Kästner, Eduard Reithmeier
2021	J	`jnl`	A hybrid virtual sensing approach for approximating non-linear dynamic system behavior using LSTM networks. CoRR Leonhard Heindel, Peter Hantschke, Markus Kästner
2021	J	`jnl`	Adapted Fringe Projection Sequences for Changing Illumination Conditions on the Example of Measuring a Wrought-Hot Object Influenced by Forced Cooling. Sensors Lorenz Quentin, Rüdiger Beermann, Carl Reinke, Pascal Kern, Markus Kästner, Eduard Reithmeier
2021	J	`jnl`	Fringe Projection Profilometry in Production Metrology: A Multi-Scale Comparison in Sheet-Bulk Metal Forming. Sensors Lennart Hinz, Sebastian Metzner, Philipp Müller, Robert Schulte, Hans-Bernward Besserer, Steffen Wackenrohr, Christopher Sauer, Markus Kästner, Tino Hausotte, Sven Hübner, Florian Nürnberger, Benjamin Schleich, Bernd-Arno Behrens, Sandro Wartzack, Marion Merklein, Eduard Reithmeier
2019	J	`jnl`	Metal Forming Tool Monitoring Based on a 3D Measuring Endoscope Using CAD Assisted Registration. Sensors Lennart Hinz, Markus Kästner, Eduard Reithmeier
2018	J	`jnl`	Multi-scale structuring for thermoplastic-metal contour joints of hollow profiles. Prod. Eng. Daniel Barfuss, Raik Grützner, Franz Hirsch, Maik Gude, Roland Müller, Markus Kästner
2016	J	`jnl`	Isogeometric analysis of the Cahn-Hilliard equation - a convergence study. J. Comput. Phys. Markus Kästner, Philipp Metsch, René de Borst
2016	J	`jnl`	Metrological solutions for an adapted inspection of parts and tools of a sheet-bulk metal forming process. Prod. Eng. Steffen Matthias, Andreas Loderer, Sergej Koch, Michael Gröne, Markus Kästner, Sven Hübner, Richard Krimm, Eduard Reithmeier, Tino Hausotte, Bernd-Arno Behrens