From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties
J.-M. Einwag, C. Steinfelder, S. Wartzack, A. Brosius, S. Goetz, Journal of Manufacturing Processes 154 (2025) 179–191.
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Journal Article
| Published
| English
Author
Einwag, Jonathan-Markus;
Steinfelder, Christian;
Wartzack, Sandro;
Brosius, Alexander;
Goetz, Stefan
Department
Project
Publishing Year
Journal Title
Journal of Manufacturing Processes
Volume
154
Page
179-191
ISSN
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Cite this
Einwag J-M, Steinfelder C, Wartzack S, Brosius A, Goetz S. From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties. Journal of Manufacturing Processes. 2025;154:179-191. doi:10.1016/j.jmapro.2025.09.059
Einwag, J.-M., Steinfelder, C., Wartzack, S., Brosius, A., & Goetz, S. (2025). From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties. Journal of Manufacturing Processes, 154, 179–191. https://doi.org/10.1016/j.jmapro.2025.09.059
@article{Einwag_Steinfelder_Wartzack_Brosius_Goetz_2025, title={From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties}, volume={154}, DOI={10.1016/j.jmapro.2025.09.059}, journal={Journal of Manufacturing Processes}, publisher={Elsevier BV}, author={Einwag, Jonathan-Markus and Steinfelder, Christian and Wartzack, Sandro and Brosius, Alexander and Goetz, Stefan}, year={2025}, pages={179–191} }
Einwag, Jonathan-Markus, Christian Steinfelder, Sandro Wartzack, Alexander Brosius, and Stefan Goetz. “From Simulation to Metamodel to Experiment: Evaluating the Prediction Accuracy of Polynomial Regression Models for Clinch Joint Properties.” Journal of Manufacturing Processes 154 (2025): 179–91. https://doi.org/10.1016/j.jmapro.2025.09.059.
J.-M. Einwag, C. Steinfelder, S. Wartzack, A. Brosius, and S. Goetz, “From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties,” Journal of Manufacturing Processes, vol. 154, pp. 179–191, 2025, doi: 10.1016/j.jmapro.2025.09.059.
Einwag, Jonathan-Markus, et al. “From Simulation to Metamodel to Experiment: Evaluating the Prediction Accuracy of Polynomial Regression Models for Clinch Joint Properties.” Journal of Manufacturing Processes, vol. 154, Elsevier BV, 2025, pp. 179–91, doi:10.1016/j.jmapro.2025.09.059.
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