{"user_id":"107109","publication":"Journal of Manufacturing Processes","publisher":"Elsevier BV","year":"2025","page":"179-191","title":"From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties","citation":{"ama":"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. <i>Journal of Manufacturing Processes</i>. 2025;154:179-191. doi:<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>","chicago":"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.” <i>Journal of Manufacturing Processes</i> 154 (2025): 179–91. <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">https://doi.org/10.1016/j.jmapro.2025.09.059</a>.","apa":"Einwag, J.-M., Steinfelder, C., Wartzack, S., Brosius, A., &#38; Goetz, S. (2025). From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties. <i>Journal of Manufacturing Processes</i>, <i>154</i>, 179–191. <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">https://doi.org/10.1016/j.jmapro.2025.09.059</a>","short":"J.-M. Einwag, C. Steinfelder, S. Wartzack, A. Brosius, S. Goetz, Journal of Manufacturing Processes 154 (2025) 179–191.","bibtex":"@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={<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>}, 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} }","ieee":"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,” <i>Journal of Manufacturing Processes</i>, vol. 154, pp. 179–191, 2025, doi: <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>.","mla":"Einwag, Jonathan-Markus, et al. “From Simulation to Metamodel to Experiment: Evaluating the Prediction Accuracy of Polynomial Regression Models for Clinch Joint Properties.” <i>Journal of Manufacturing Processes</i>, vol. 154, Elsevier BV, 2025, pp. 179–91, doi:<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>."},"_id":"61524","volume":154,"type":"journal_article","project":[{"_id":"130","name":"TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen Prozessketten"},{"name":"TRR 285 - Project Area B","_id":"132"},{"_id":"140","name":"TRR 285 - Subproject B01"},{"_id":"144","name":"TRR 285 - Subproject B05"}],"publication_identifier":{"issn":["1526-6125"]},"intvolume":"       154","date_created":"2025-10-06T07:37:24Z","date_updated":"2025-11-12T08:35:35Z","publication_status":"published","doi":"10.1016/j.jmapro.2025.09.059","language":[{"iso":"eng"}],"status":"public","author":[{"last_name":"Einwag","full_name":"Einwag, Jonathan-Markus","first_name":"Jonathan-Markus"},{"first_name":"Christian","last_name":"Steinfelder","full_name":"Steinfelder, Christian"},{"last_name":"Wartzack","full_name":"Wartzack, Sandro","first_name":"Sandro"},{"last_name":"Brosius","full_name":"Brosius, Alexander","first_name":"Alexander"},{"first_name":"Stefan","last_name":"Goetz","full_name":"Goetz, Stefan"}],"department":[{"_id":"43"},{"_id":"157"}]}