Markus Kästner

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Nearest Neighbour Algorithm

Changing Illumination

Top Venues

J. Comput. Phys.

Publications

Max Rosenkranz, Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables. CoRR (2024)
Paul Seibert, Markus Husert, Maximilian P. Wollner, Karl A. Kalina, Markus Kästner
Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors. Comput. Aided Des. 166 (2024)
Max Rosenkranz, Karl A. Kalina, Jörg Brummund, Markus Kästner
A comparative study on different neural network architectures to model inelasticity. CoRR (2023)
Yichi Zhang, Paul Seibert, Alexandra Otto, Alexander Raßloff, Marreddy Ambati, Markus Kästner
DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets. CoRR (2023)
Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner
Neural networks meet hyperelasticity: A guide to enforcing physics. CoRR (2023)
Karl A. Kalina, Philipp Gebhart, Jörg Brummund, Lennart Linden, WaiChing Sun, Markus Kästner
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria. CoRR (2023)
Karl A. Kalina, Lennart Linden, Jörg Brummund, Markus Kästner
- An efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining. CoRR (2022)
Stefan Muench, Darshankumar Bhat, Leonhard Heindel, Peter Hantschke, Mike Roellig, Markus Kästner
Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data. CoRR (2022)
Philipp Middendorf, Richard Blümel, Lennart Hinz, Annika Raatz, Markus Kästner, Eduard Reithmeier
Pose Estimation and Damage Characterization of Turbine Blades during Inspection Cycles and Component-Protective Disassembly Processes. Sensors 22 (14) (2022)
Leonhard Heindel, Peter Hantschke, Markus Kästner
A hybrid virtual sensing approach for approximating non-linear dynamic system behavior using LSTM networks. CoRR (2021)
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
Fringe Projection Profilometry in Production Metrology: A Multi-Scale Comparison in Sheet-Bulk Metal Forming. Sensors 21 (7) (2021)
Lorenz Quentin, Rüdiger Beermann, Carl Reinke, Pascal Kern, Markus Kästner, Eduard Reithmeier
Adapted Fringe Projection Sequences for Changing Illumination Conditions on the Example of Measuring a Wrought-Hot Object Influenced by Forced Cooling. Sensors 21 (5) (2021)
Lennart Hinz, Markus Kästner, Eduard Reithmeier
Metal Forming Tool Monitoring Based on a 3D Measuring Endoscope Using CAD Assisted Registration. Sensors 19 (9) (2019)
Daniel Barfuss, Raik Grützner, Franz Hirsch, Maik Gude, Roland Müller, Markus Kästner
Multi-scale structuring for thermoplastic-metal contour joints of hollow profiles. Prod. Eng. 12 (2) (2018)
Markus Kästner, Philipp Metsch, René de Borst
Isogeometric analysis of the Cahn-Hilliard equation - a convergence study. J. Comput. Phys. 305 (2016)
Steffen Matthias, Andreas Loderer, Sergej Koch, Michael Gröne, Markus Kästner, Sven Hübner, Richard Krimm, Eduard Reithmeier, Tino Hausotte, Bernd-Arno Behrens
Metrological solutions for an adapted inspection of parts and tools of a sheet-bulk metal forming process. Prod. Eng. 10 (1) (2016)