[{"language":[{"iso":"eng"}],"publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>The increasing complexity of modern technical systems necessitates innovative approaches such as Model-Based Systems Engineering (MBSE). In this context, using Artificial Intelligence (AI) emerges as a key enabler for practical application and efficiency improvement. This article introduces a maturity model for AI-based assistance systems in MBSE. It helps companies assess their current automation level in MBSE activities, providing a foundation for strategic planning of process improvements.</jats:p>","lang":"eng"}],"publisher":"Walter de Gruyter GmbH","date_created":"2025-10-24T06:47:27Z","title":"AI-Augmented Model-Based Systems Engineering","issue":"s1","year":"2025","_id":"61962","user_id":"15782","department":[{"_id":"563"}],"type":"journal_article","status":"public","date_updated":"2025-10-24T08:12:39Z","author":[{"first_name":"Ruslan","full_name":"Bernijazov, Ruslan","last_name":"Bernijazov"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"},{"full_name":"Hanke, Fabian","last_name":"Hanke","first_name":"Fabian"},{"full_name":"von Heißen, Oliver","last_name":"von Heißen","first_name":"Oliver"},{"last_name":"Kaiser","full_name":"Kaiser, Lydia","first_name":"Lydia"},{"last_name":"Tissen","id":"44458","full_name":"Tissen, Denis","first_name":"Denis"}],"volume":120,"doi":"10.1515/zwf-2024-0123","publication_status":"published","publication_identifier":{"issn":["2511-0896","0947-0085"]},"citation":{"mla":"Bernijazov, Ruslan, et al. “AI-Augmented Model-Based Systems Engineering.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, vol. 120, no. s1, Walter de Gruyter GmbH, 2025, pp. 96–100, doi:<a href=\"https://doi.org/10.1515/zwf-2024-0123\">10.1515/zwf-2024-0123</a>.","short":"R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, D. Tissen, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 120 (2025) 96–100.","bibtex":"@article{Bernijazov_Dumitrescu_Hanke_von Heißen_Kaiser_Tissen_2025, title={AI-Augmented Model-Based Systems Engineering}, volume={120}, DOI={<a href=\"https://doi.org/10.1515/zwf-2024-0123\">10.1515/zwf-2024-0123</a>}, number={s1}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de Gruyter GmbH}, author={Bernijazov, Ruslan and Dumitrescu, Roman and Hanke, Fabian and von Heißen, Oliver and Kaiser, Lydia and Tissen, Denis}, year={2025}, pages={96–100} }","apa":"Bernijazov, R., Dumitrescu, R., Hanke, F., von Heißen, O., Kaiser, L., &#38; Tissen, D. (2025). AI-Augmented Model-Based Systems Engineering. <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, <i>120</i>(s1), 96–100. <a href=\"https://doi.org/10.1515/zwf-2024-0123\">https://doi.org/10.1515/zwf-2024-0123</a>","ieee":"R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, and D. Tissen, “AI-Augmented Model-Based Systems Engineering,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 120, no. s1, pp. 96–100, 2025, doi: <a href=\"https://doi.org/10.1515/zwf-2024-0123\">10.1515/zwf-2024-0123</a>.","chicago":"Bernijazov, Ruslan, Roman Dumitrescu, Fabian Hanke, Oliver von Heißen, Lydia Kaiser, and Denis Tissen. “AI-Augmented Model-Based Systems Engineering.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i> 120, no. s1 (2025): 96–100. <a href=\"https://doi.org/10.1515/zwf-2024-0123\">https://doi.org/10.1515/zwf-2024-0123</a>.","ama":"Bernijazov R, Dumitrescu R, Hanke F, von Heißen O, Kaiser L, Tissen D. AI-Augmented Model-Based Systems Engineering. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. 2025;120(s1):96-100. doi:<a href=\"https://doi.org/10.1515/zwf-2024-0123\">10.1515/zwf-2024-0123</a>"},"intvolume":"       120","page":"96-100"},{"_id":"61994","department":[{"_id":"563"}],"user_id":"15782","language":[{"iso":"eng"}],"publication":"Procedia CIRP","type":"conference","status":"public","date_updated":"2025-10-24T08:26:24Z","publisher":"Elsevier BV","volume":134,"date_created":"2025-10-24T08:24:54Z","author":[{"first_name":"Julian","full_name":"Weller, Julian","last_name":"Weller"},{"last_name":"Nalavade","full_name":"Nalavade, Sumit","first_name":"Sumit"},{"first_name":"Oliver","last_name":"Gmelch","full_name":"Gmelch, Oliver"},{"first_name":"Nico","last_name":"Migenda","full_name":"Migenda, Nico"},{"last_name":"Heuwinkel","full_name":"Heuwinkel, Tim","first_name":"Tim"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"title":"Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases","doi":"10.1016/j.procir.2025.03.016","publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","year":"2025","intvolume":"       134","page":"229-234","citation":{"mla":"Weller, Julian, et al. “Advanced Analytics in Smart Factories: Towards an Actionable Taxonomy for Prescriptive Analytics Use Cases.” <i>Procedia CIRP</i>, vol. 134, Elsevier BV, 2025, pp. 229–34, doi:<a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">10.1016/j.procir.2025.03.016</a>.","bibtex":"@inproceedings{Weller_Nalavade_Gmelch_Migenda_Heuwinkel_Dumitrescu_2025, title={Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases}, volume={134}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">10.1016/j.procir.2025.03.016</a>}, booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Nalavade, Sumit and Gmelch, Oliver and Migenda, Nico and Heuwinkel, Tim and Dumitrescu, Roman}, year={2025}, pages={229–234} }","short":"J. Weller, S. Nalavade, O. Gmelch, N. Migenda, T. Heuwinkel, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2025, pp. 229–234.","apa":"Weller, J., Nalavade, S., Gmelch, O., Migenda, N., Heuwinkel, T., &#38; Dumitrescu, R. (2025). Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases. <i>Procedia CIRP</i>, <i>134</i>, 229–234. <a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">https://doi.org/10.1016/j.procir.2025.03.016</a>","ieee":"J. Weller, S. Nalavade, O. Gmelch, N. Migenda, T. Heuwinkel, and R. Dumitrescu, “Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases,” in <i>Procedia CIRP</i>, 2025, vol. 134, pp. 229–234, doi: <a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">10.1016/j.procir.2025.03.016</a>.","chicago":"Weller, Julian, Sumit Nalavade, Oliver Gmelch, Nico Migenda, Tim Heuwinkel, and Roman Dumitrescu. “Advanced Analytics in Smart Factories: Towards an Actionable Taxonomy for Prescriptive Analytics Use Cases.” In <i>Procedia CIRP</i>, 134:229–34. Elsevier BV, 2025. <a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">https://doi.org/10.1016/j.procir.2025.03.016</a>.","ama":"Weller J, Nalavade S, Gmelch O, Migenda N, Heuwinkel T, Dumitrescu R. Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases. In: <i>Procedia CIRP</i>. Vol 134. Elsevier BV; 2025:229-234. doi:<a href=\"https://doi.org/10.1016/j.procir.2025.03.016\">10.1016/j.procir.2025.03.016</a>"}},{"place":"Offenburg ","year":"2025","citation":{"chicago":"Dondorf, Verena, Leonie Happe, Daniela Hobscheidt, Christian Kürpick, and Roman Dumitrescu. “Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   .” In <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, edited by David  Herberger and Marco  Hübner. Offenburg : publish-Ing., 2025.","ieee":"V. Dondorf, L. Happe, D. Hobscheidt, C. Kürpick, and R. Dumitrescu, “Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   ,” in <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, 2025.","ama":"Dondorf V, Happe L, Hobscheidt D, Kürpick C, Dumitrescu R. Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   . In: Herberger D, Hübner M, eds. <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>. publish-Ing.; 2025.","bibtex":"@inproceedings{Dondorf_Happe_Hobscheidt_Kürpick_Dumitrescu_2025, place={Offenburg }, title={Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   }, booktitle={Proceedings of the Conference on Production Systems and Logistics : CPSL 2025}, publisher={publish-Ing.}, author={Dondorf, Verena and Happe, Leonie and Hobscheidt, Daniela and Kürpick, Christian and Dumitrescu, Roman}, editor={Herberger, David  and Hübner, Marco }, year={2025} }","short":"V. Dondorf, L. Happe, D. Hobscheidt, C. Kürpick, R. Dumitrescu, in: D. Herberger, M. Hübner (Eds.), Proceedings of the Conference on Production Systems and Logistics : CPSL 2025, publish-Ing., Offenburg , 2025.","mla":"Dondorf, Verena, et al. “Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   .” <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, edited by David  Herberger and Marco  Hübner, publish-Ing., 2025.","apa":"Dondorf, V., Happe, L., Hobscheidt, D., Kürpick, C., &#38; Dumitrescu, R. (2025). Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   . In D. Herberger &#38; M. Hübner (Eds.), <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>. publish-Ing."},"publisher":"publish-Ing.","date_updated":"2025-10-24T08:23:08Z","date_created":"2025-10-24T08:23:04Z","author":[{"first_name":"Verena","last_name":"Dondorf","full_name":"Dondorf, Verena"},{"first_name":"Leonie","id":"69790","full_name":"Happe, Leonie","last_name":"Happe"},{"last_name":"Hobscheidt","full_name":"Hobscheidt, Daniela","first_name":"Daniela"},{"first_name":"Christian","full_name":"Kürpick, Christian","last_name":"Kürpick"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"title":"Evaluation Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights Derived From AI Implementation Projects In Industry   ","publication":"Proceedings of the Conference on Production Systems and Logistics : CPSL 2025","type":"conference","editor":[{"last_name":"Herberger","full_name":"Herberger, David ","first_name":"David "},{"last_name":"Hübner","full_name":"Hübner, Marco ","first_name":"Marco "}],"status":"public","_id":"61993","department":[{"_id":"563"}],"user_id":"15782","language":[{"iso":"eng"}]},{"citation":{"apa":"Disselkamp, J.-P., Lick, J., Azem, G., Grothe, R., Ptock, L., Meyer, M., Kürpick, D., Hovemann, A., &#38; Dumitrescu, R. (2025). Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group. In D. Herberger &#38; M. Hübner (Eds.), <i>Proceedings of the Conference on Production Systems and Logistics: CPSL 2025</i> (pp. 640–649). publish-Ing.","short":"J.-P. Disselkamp, J. Lick, G. Azem, R. Grothe, L. Ptock, M. Meyer, D. Kürpick, A. Hovemann, R. Dumitrescu, in: D. Herberger, M. Hübner (Eds.), Proceedings of the Conference on Production Systems and Logistics: CPSL 2025, publish-Ing., Offenburg, 2025, pp. 640–649.","bibtex":"@inproceedings{Disselkamp_Lick_Azem_Grothe_Ptock_Meyer_Kürpick_Hovemann_Dumitrescu_2025, place={Offenburg}, title={Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group}, booktitle={Proceedings of the Conference on Production Systems and Logistics: CPSL 2025}, publisher={publish-Ing.}, author={Disselkamp, Jan-Philipp and Lick, Jonas  and Azem, Ghayth  and Grothe, Robin  and Ptock, Lukas  and Meyer, Matthias  and Kürpick, Dominik  and Hovemann, Aschot  and Dumitrescu, Roman}, editor={Herberger, David and Hübner, Marco}, year={2025}, pages={640–649} }","mla":"Disselkamp, Jan-Philipp, et al. “Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group.” <i>Proceedings of the Conference on Production Systems and Logistics: CPSL 2025</i>, edited by David Herberger and Marco Hübner, publish-Ing., 2025, pp. 640–49.","ieee":"J.-P. Disselkamp <i>et al.</i>, “Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group,” in <i>Proceedings of the Conference on Production Systems and Logistics: CPSL 2025</i>, 2025, pp. 640–649.","chicago":"Disselkamp, Jan-Philipp, Jonas  Lick, Ghayth  Azem, Robin  Grothe, Lukas  Ptock, Matthias  Meyer, Dominik  Kürpick, Aschot  Hovemann, and Roman Dumitrescu. “Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group.” In <i>Proceedings of the Conference on Production Systems and Logistics: CPSL 2025</i>, edited by David Herberger and Marco Hübner, 640–49. Offenburg: publish-Ing., 2025.","ama":"Disselkamp J-P, Lick J, Azem G, et al. Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group. In: Herberger D, Hübner M, eds. <i>Proceedings of the Conference on Production Systems and Logistics: CPSL 2025</i>. publish-Ing.; 2025:640-649."},"page":"640-649","year":"2025","place":"Offenburg","title":"Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group","date_created":"2025-10-24T09:16:47Z","author":[{"first_name":"Jan-Philipp","last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp"},{"full_name":"Lick, Jonas ","last_name":"Lick","first_name":"Jonas "},{"full_name":"Azem, Ghayth ","last_name":"Azem","first_name":"Ghayth "},{"full_name":"Grothe, Robin ","last_name":"Grothe","first_name":"Robin "},{"first_name":"Lukas ","full_name":"Ptock, Lukas ","last_name":"Ptock"},{"full_name":"Meyer, Matthias ","last_name":"Meyer","first_name":"Matthias "},{"full_name":"Kürpick, Dominik ","last_name":"Kürpick","first_name":"Dominik "},{"full_name":"Hovemann, Aschot ","last_name":"Hovemann","first_name":"Aschot "},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"publisher":"publish-Ing.","date_updated":"2025-10-24T09:16:50Z","status":"public","editor":[{"last_name":"Herberger","full_name":"Herberger, David","first_name":"David"},{"last_name":"Hübner","full_name":"Hübner, Marco","first_name":"Marco"}],"type":"conference","publication":"Proceedings of the Conference on Production Systems and Logistics: CPSL 2025","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"61998"},{"language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"61997","status":"public","editor":[{"first_name":"David","full_name":"Herberger, David","last_name":"Herberger"},{"first_name":"Marco ","full_name":"Hübner, Marco ","last_name":"Hübner"}],"publication":"Proceedings of the Conference on Production Systems and Logistics : CPSL 2025","type":"conference","title":"Case Study For Introducing Digital Cardboard Engineering","date_created":"2025-10-24T09:11:56Z","author":[{"full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp","first_name":"Jan-Philipp"},{"last_name":"Lick","full_name":"Lick, Jonas ","first_name":"Jonas "},{"last_name":"Ptock","full_name":"Ptock, Lukas","first_name":"Lukas"},{"first_name":"Julian ","last_name":"Zacke","full_name":"Zacke, Julian "},{"first_name":"Marcel ","last_name":"Wilk","full_name":"Wilk, Marcel "},{"first_name":"Jona ","last_name":"Ostendorf","full_name":"Ostendorf, Jona "},{"first_name":"Matthias ","full_name":"Meyer, Matthias ","last_name":"Meyer"},{"first_name":"Svenja","last_name":"Westphal","full_name":"Westphal, Svenja"},{"first_name":"Dominik ","full_name":"Kürpick, Dominik ","last_name":"Kürpick"},{"first_name":"Aschot ","last_name":"Hovemann","full_name":"Hovemann, Aschot "},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"publisher":"publish-Ing.","date_updated":"2025-10-24T09:12:00Z","citation":{"apa":"Disselkamp, J.-P., Lick, J., Ptock, L., Zacke, J., Wilk, M., Ostendorf, J., Meyer, M., Westphal, S., Kürpick, D., Hovemann, A., &#38; Dumitrescu, R. (2025). Case Study For Introducing Digital Cardboard Engineering. In D. Herberger &#38; M. Hübner (Eds.), <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>. publish-Ing.","short":"J.-P. Disselkamp, J. Lick, L. Ptock, J. Zacke, M. Wilk, J. Ostendorf, M. Meyer, S. Westphal, D. Kürpick, A. Hovemann, R. Dumitrescu, in: D. Herberger, M. Hübner (Eds.), Proceedings of the Conference on Production Systems and Logistics : CPSL 2025, publish-Ing., Offenburg , 2025.","mla":"Disselkamp, Jan-Philipp, et al. “Case Study For Introducing Digital Cardboard Engineering.” <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, edited by David Herberger and Marco  Hübner, publish-Ing., 2025.","bibtex":"@inproceedings{Disselkamp_Lick_Ptock_Zacke_Wilk_Ostendorf_Meyer_Westphal_Kürpick_Hovemann_et al._2025, place={Offenburg }, title={Case Study For Introducing Digital Cardboard Engineering}, booktitle={Proceedings of the Conference on Production Systems and Logistics : CPSL 2025}, publisher={publish-Ing.}, author={Disselkamp, Jan-Philipp and Lick, Jonas  and Ptock, Lukas and Zacke, Julian  and Wilk, Marcel  and Ostendorf, Jona  and Meyer, Matthias  and Westphal, Svenja and Kürpick, Dominik  and Hovemann, Aschot  and et al.}, editor={Herberger, David and Hübner, Marco }, year={2025} }","ama":"Disselkamp J-P, Lick J, Ptock L, et al. Case Study For Introducing Digital Cardboard Engineering. In: Herberger D, Hübner M, eds. <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>. publish-Ing.; 2025.","chicago":"Disselkamp, Jan-Philipp, Jonas  Lick, Lukas Ptock, Julian  Zacke, Marcel  Wilk, Jona  Ostendorf, Matthias  Meyer, et al. “Case Study For Introducing Digital Cardboard Engineering.” In <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, edited by David Herberger and Marco  Hübner. Offenburg : publish-Ing., 2025.","ieee":"J.-P. Disselkamp <i>et al.</i>, “Case Study For Introducing Digital Cardboard Engineering,” in <i>Proceedings of the Conference on Production Systems and Logistics : CPSL 2025</i>, 2025."},"year":"2025","place":"Offenburg "},{"citation":{"ama":"Porwol PF, Scharlau I. Is explaining more like showing or more like building? Agency in metaphors of explaining. <i>Frontiers in Psychology</i>. Published online 2025. doi:<a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>","chicago":"Porwol, Philip Fabian, and Ingrid Scharlau. “Is Explaining More like Showing or More like Building? Agency in Metaphors of Explaining.” <i>Frontiers in Psychology</i>, 2025. <a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>.","ieee":"P. F. Porwol and I. Scharlau, “Is explaining more like showing or more like building? Agency in metaphors of explaining,” <i>Frontiers in Psychology</i>, 2025, doi: <a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>.","short":"P.F. Porwol, I. Scharlau, Frontiers in Psychology (2025).","mla":"Porwol, Philip Fabian, and Ingrid Scharlau. “Is Explaining More like Showing or More like Building? Agency in Metaphors of Explaining.” <i>Frontiers in Psychology</i>, 2025, doi:<a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>.","bibtex":"@article{Porwol_Scharlau_2025, title={Is explaining more like showing or more like building? Agency in metaphors of explaining}, DOI={<a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>}, journal={Frontiers in Psychology}, author={Porwol, Philip Fabian and Scharlau, Ingrid}, year={2025} }","apa":"Porwol, P. F., &#38; Scharlau, I. (2025). Is explaining more like showing or more like building? Agency in metaphors of explaining. <i>Frontiers in Psychology</i>. <a href=\"https://doi.org/10.3389/fpsyg.2025.1628706\">https://doi.org/10.3389/fpsyg.2025.1628706</a>"},"year":"2025","quality_controlled":"1","publication_status":"published","doi":"https://doi.org/10.3389/fpsyg.2025.1628706","title":"Is explaining more like showing or more like building? Agency in metaphors of explaining","author":[{"first_name":"Philip Fabian","last_name":"Porwol","id":"56681","full_name":"Porwol, Philip Fabian"},{"first_name":"Ingrid","full_name":"Scharlau, Ingrid","id":"451","last_name":"Scharlau","orcid":"0000-0003-2364-9489"}],"date_created":"2025-09-12T09:43:58Z","date_updated":"2025-10-27T08:46:28Z","status":"public","abstract":[{"text":"Explanations play a crucial role in knowledge transfer and meaning-making and are often described as a co-constructive process in which multiple agents collaboratively shape understanding. However, the metaphors used to conceptualize explaining may influence how this process is framed. This study investigates the extent to which the co-constructive nature of explaining is represented in explaining metaphors. Using a systematic analysis of agency, we examined how these metaphors depict the explanation process and the roles of the agents involved. We found that explaining metaphors lack collaboration between explainer and addressee, constructiveness of the process, as well as bidirectionality and iterativeness. In light of current research on metaphorical framing, the study thus highlights the risk that such explaining metaphors may reinforce a non-co-constructive perspective on explaining and a top-down approach in the development of AI systems as well as other areas.","lang":"eng"}],"publication":"Frontiers in Psychology","type":"journal_article","language":[{"iso":"eng"}],"article_type":"original","department":[{"_id":"424"}],"user_id":"56681","_id":"61244","project":[{"_id":"127","name":"TRR 318; TP C04: Metaphern als Werkzeug des Erklärens"}]},{"title":"Integration eines Lehrmoduls zur Demokratiebildung in bildungswissenschaftlichen Seminaren der Universität Paderborn","doi":"10.46499/2248","date_updated":"2025-10-27T10:27:10Z","publisher":"Wochenschau Wissenschaft","author":[{"first_name":"Janis","last_name":"Wehde","orcid":"0009-0008-0720-7828","full_name":"Wehde, Janis","id":"82257"}],"date_created":"2025-06-23T14:02:19Z","year":"2025","place":"Frankfurt/M.","citation":{"apa":"Wehde, J. (2025). Integration eines Lehrmoduls zur Demokratiebildung in bildungswissenschaftlichen Seminaren der Universität Paderborn. In M. Busch, M. Dittgen, L. Frerick, &#38; B. Weyand (Eds.), <i>Demokratiebildung als Querschnittsaufgabe der Lehrer:innenbildung</i> (pp. 188–200). Wochenschau Wissenschaft. <a href=\"https://doi.org/10.46499/2248\">https://doi.org/10.46499/2248</a>","mla":"Wehde, Janis. “Integration eines Lehrmoduls zur Demokratiebildung in bildungswissenschaftlichen Seminaren der Universität Paderborn.” <i>Demokratiebildung als Querschnittsaufgabe der Lehrer:innenbildung</i>, edited by Matthias Busch et al., Wochenschau Wissenschaft, 2025, pp. 188–200, doi:<a href=\"https://doi.org/10.46499/2248\">10.46499/2248</a>.","short":"J. Wehde, in: M. Busch, M. Dittgen, L. Frerick, B. 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Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions on Very Large Scale Integration (VLSI) Systems</i>. 2025;33(9):2395-2405. doi:<a href=\"https://doi.org/10.1109/tvlsi.2025.3559377\">10.1109/tvlsi.2025.3559377</a>","mla":"Awais, Muhammad, et al. “Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators.” <i>IEEE Transactions on Very Large Scale Integration (VLSI) Systems</i>, vol. 33, no. 9, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp. 2395–405, doi:<a href=\"https://doi.org/10.1109/tvlsi.2025.3559377\">10.1109/tvlsi.2025.3559377</a>.","short":"M. Awais, H.G. Mohammadi, M. Platzner, IEEE Transactions on Very Large Scale Integration (VLSI) Systems 33 (2025) 2395–2405.","bibtex":"@article{Awais_Mohammadi_Platzner_2025, title={Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators}, volume={33}, DOI={<a href=\"https://doi.org/10.1109/tvlsi.2025.3559377\">10.1109/tvlsi.2025.3559377</a>}, number={9}, journal={IEEE Transactions on Very Large Scale Integration (VLSI) Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Awais, Muhammad and Mohammadi, Hassan Ghasemzadeh and Platzner, Marco}, year={2025}, pages={2395–2405} }","apa":"Awais, M., Mohammadi, H. G., &#38; Platzner, M. (2025). Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions on Very Large Scale Integration (VLSI) Systems</i>, <i>33</i>(9), 2395–2405. <a href=\"https://doi.org/10.1109/tvlsi.2025.3559377\">https://doi.org/10.1109/tvlsi.2025.3559377</a>"},"intvolume":"        33","page":"2395-2405","publication_status":"published","publication_identifier":{"issn":["1063-8210","1557-9999"]},"issue":"9","_id":"62020","user_id":"64665","department":[{"_id":"78"}],"status":"public","type":"journal_article","publication":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems"},{"publisher":"IEEE","date_updated":"2025-10-30T10:08:50Z","author":[{"full_name":"Hadipour, Amir Hossein","last_name":"Hadipour","first_name":"Amir Hossein"},{"first_name":"Atousa","last_name":"Jafari","full_name":"Jafari, Atousa"},{"first_name":"Muhammad","full_name":"Awais, Muhammad","last_name":"Awais"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"date_created":"2025-10-30T10:07:11Z","title":"A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation","doi":"10.1109/ddecs63720.2025.11006769","publication_status":"published","year":"2025","citation":{"ama":"Hadipour AH, Jafari A, Awais M, Platzner M. A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation. In: <i>2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">10.1109/ddecs63720.2025.11006769</a>","chicago":"Hadipour, Amir Hossein, Atousa Jafari, Muhammad Awais, and Marco Platzner. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” In <i>2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">https://doi.org/10.1109/ddecs63720.2025.11006769</a>.","ieee":"A. H. Hadipour, A. Jafari, M. Awais, and M. Platzner, “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation,” 2025, doi: <a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">10.1109/ddecs63720.2025.11006769</a>.","mla":"Hadipour, Amir Hossein, et al. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” <i>2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">10.1109/ddecs63720.2025.11006769</a>.","short":"A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025.","bibtex":"@inproceedings{Hadipour_Jafari_Awais_Platzner_2025, title={A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation}, DOI={<a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">10.1109/ddecs63720.2025.11006769</a>}, booktitle={2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Hadipour, Amir Hossein and Jafari, Atousa and Awais, Muhammad and Platzner, Marco}, year={2025} }","apa":"Hadipour, A. H., Jafari, A., Awais, M., &#38; Platzner, M. (2025). A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation. <i>2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. <a href=\"https://doi.org/10.1109/ddecs63720.2025.11006769\">https://doi.org/10.1109/ddecs63720.2025.11006769</a>"},"_id":"62019","department":[{"_id":"78"}],"user_id":"64665","publication":"2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","type":"conference","status":"public"},{"date_updated":"2025-10-30T12:49:49Z","oa":"1","publisher":"Walter de Gruyter GmbH","volume":73,"author":[{"first_name":"Henning","last_name":"Peters","full_name":"Peters, Henning"},{"first_name":"Andreas","full_name":"Mazur, Andreas","last_name":"Mazur"},{"first_name":"Ankit Kumar","last_name":"Pandey","full_name":"Pandey, Ankit Kumar"},{"last_name":"Trächtler","id":"552","full_name":"Trächtler, Ansgar","first_name":"Ansgar"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"},{"last_name":"Homberg","full_name":"Homberg, Werner","id":"233","first_name":"Werner"}],"date_created":"2025-10-08T16:10:34Z","title":"Development of a digital twin for data-driven modeling of punch-bending processes using a graphical modeling notation","doi":"10.1515/auto-2024-0112","main_file_link":[{"url":"https://doi.org/10.1515/auto-2024-0112","open_access":"1"}],"publication_identifier":{"issn":["0178-2312","2196-677X"]},"publication_status":"published","issue":"3","year":"2025","page":"173-184","intvolume":"        73","citation":{"bibtex":"@article{Peters_Mazur_Pandey_Trächtler_Hammer_Homberg_2025, title={Development of a digital twin for data-driven modeling of punch-bending processes using a graphical modeling notation}, volume={73}, DOI={<a href=\"https://doi.org/10.1515/auto-2024-0112\">10.1515/auto-2024-0112</a>}, number={3}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Peters, Henning and Mazur, Andreas and Pandey, Ankit Kumar and Trächtler, Ansgar and Hammer, Barbara and Homberg, Werner}, year={2025}, pages={173–184} }","mla":"Peters, Henning, et al. “Development of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using a Graphical Modeling Notation.” <i>At - Automatisierungstechnik</i>, vol. 73, no. 3, Walter de Gruyter GmbH, 2025, pp. 173–84, doi:<a href=\"https://doi.org/10.1515/auto-2024-0112\">10.1515/auto-2024-0112</a>.","short":"H. Peters, A. Mazur, A.K. Pandey, A. Trächtler, B. Hammer, W. Homberg, At - Automatisierungstechnik 73 (2025) 173–184.","apa":"Peters, H., Mazur, A., Pandey, A. K., Trächtler, A., Hammer, B., &#38; Homberg, W. (2025). Development of a digital twin for data-driven modeling of punch-bending processes using a graphical modeling notation. <i>At - Automatisierungstechnik</i>, <i>73</i>(3), 173–184. <a href=\"https://doi.org/10.1515/auto-2024-0112\">https://doi.org/10.1515/auto-2024-0112</a>","ieee":"H. Peters, A. Mazur, A. K. Pandey, A. Trächtler, B. Hammer, and W. Homberg, “Development of a digital twin for data-driven modeling of punch-bending processes using a graphical modeling notation,” <i>at - Automatisierungstechnik</i>, vol. 73, no. 3, pp. 173–184, 2025, doi: <a href=\"https://doi.org/10.1515/auto-2024-0112\">10.1515/auto-2024-0112</a>.","chicago":"Peters, Henning, Andreas Mazur, Ankit Kumar Pandey, Ansgar Trächtler, Barbara Hammer, and Werner Homberg. “Development of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using a Graphical Modeling Notation.” <i>At - Automatisierungstechnik</i> 73, no. 3 (2025): 173–84. <a href=\"https://doi.org/10.1515/auto-2024-0112\">https://doi.org/10.1515/auto-2024-0112</a>.","ama":"Peters H, Mazur A, Pandey AK, Trächtler A, Hammer B, Homberg W. Development of a digital twin for data-driven modeling of punch-bending processes using a graphical modeling notation. <i>at - Automatisierungstechnik</i>. 2025;73(3):173-184. doi:<a href=\"https://doi.org/10.1515/auto-2024-0112\">10.1515/auto-2024-0112</a>"},"_id":"61762","department":[{"_id":"153"},{"_id":"241"},{"_id":"156"}],"user_id":"82875","language":[{"iso":"eng"}],"publication":"at - Automatisierungstechnik","type":"journal_article","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>In punch-bending, products such as brackets, electronic contacts or spring elements are produced from wire-shaped semi-finished products using separation processes and several successive forming processes. Within the multi-stage straightening and bending processes, cross-stage and quantity-dependent effects have a significant influence on the quality of the end product. In order to optimize the punch-bending process with regard to the resulting component deviations and waste rate, this article presents the concept of a digital twin for an innovative hybrid model of a multi-stage punch-bending process. To ensure efficient development and implementation of the digital twin, the graphical modeling notation DSL4DPiFS is used for additional support. It makes it possible to derive the required interfaces of the Asset Administration Shell of the hybrid data-driven model.</jats:p>"}],"status":"public"},{"main_file_link":[{"url":"https://doi.org/10.21741/9781644903599-166","open_access":"1"}],"doi":"10.21741/9781644903599-166","date_updated":"2025-10-30T12:51:26Z","oa":"1","author":[{"full_name":"Peters, Henning","last_name":"Peters","first_name":"Henning"},{"first_name":"Andreas","last_name":"Mazur","full_name":"Mazur, Andreas"},{"first_name":"Ansgar","full_name":"Trächtler, Ansgar","id":"552","last_name":"Trächtler"},{"last_name":"Hammer","full_name":"Hammer, Barbara","first_name":"Barbara"}],"volume":54,"citation":{"chicago":"Peters, Henning, Andreas Mazur, Ansgar Trächtler, and Barbara Hammer. “Integration of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using the Asset Administration Shell.” In <i>Materials Research Proceedings</i>, Vol. 54. Materials Research Forum LLC, 2025. <a href=\"https://doi.org/10.21741/9781644903599-166\">https://doi.org/10.21741/9781644903599-166</a>.","ieee":"H. Peters, A. Mazur, A. Trächtler, and B. Hammer, “Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell,” in <i>Materials Research Proceedings</i>, 2025, vol. 54, doi: <a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>.","ama":"Peters H, Mazur A, Trächtler A, Hammer B. Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell. In: <i>Materials Research Proceedings</i>. Vol 54. Materials Research Forum LLC; 2025. doi:<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>","bibtex":"@inproceedings{Peters_Mazur_Trächtler_Hammer_2025, title={Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell}, volume={54}, DOI={<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>}, booktitle={Materials Research Proceedings}, publisher={Materials Research Forum LLC}, author={Peters, Henning and Mazur, Andreas and Trächtler, Ansgar and Hammer, Barbara}, year={2025} }","short":"H. Peters, A. Mazur, A. Trächtler, B. Hammer, in: Materials Research Proceedings, Materials Research Forum LLC, 2025.","mla":"Peters, Henning, et al. “Integration of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using the Asset Administration Shell.” <i>Materials Research Proceedings</i>, vol. 54, Materials Research Forum LLC, 2025, doi:<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>.","apa":"Peters, H., Mazur, A., Trächtler, A., &#38; Hammer, B. (2025). Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell. <i>Materials Research Proceedings</i>, <i>54</i>. <a href=\"https://doi.org/10.21741/9781644903599-166\">https://doi.org/10.21741/9781644903599-166</a>"},"intvolume":"        54","publication_status":"published","publication_identifier":{"issn":["2474-395X"]},"_id":"61763","user_id":"82875","department":[{"_id":"153"},{"_id":"241"}],"status":"public","type":"conference","title":"Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell","publisher":"Materials Research Forum LLC","date_created":"2025-10-08T16:11:24Z","year":"2025","language":[{"iso":"eng"}],"abstract":[{"text":"<jats:p>Abstract. Within the punch-bending process semi-finished products of strip or wire material are formed and punched in several subsequent steps into a finished product like brackets, mounts, contacts or spring elements. In the context of those multi-stage straightening and bending processes, cross-stage and quantity-dependent effects significantly leads to undesired component deviations. To optimize the punch-bending process with regard to these component deviations and thus the waste rate, the concept of a hybrid data-driven model is presented. To automatically acquire and process this hybrid data while also enable the usage by multiple clients, a digital twin has to be developed. In this paper the communication infrastructure between the punch-bending system and the digital twin is presented, using the Asset Administration Shell as specification. This automated communication is validated using exemplary data from the punch-bending system.</jats:p>","lang":"eng"}],"publication":"Materials Research Proceedings"},{"_id":"61761","department":[{"_id":"153"},{"_id":"241"}],"user_id":"82875","type":"journal_article","status":"public","date_updated":"2025-10-30T12:48:48Z","oa":"1","volume":73,"author":[{"full_name":"Vogel-Heuser, Birgit","last_name":"Vogel-Heuser","first_name":"Birgit"},{"last_name":"Zhang","full_name":"Zhang, Mingxi","first_name":"Mingxi"},{"full_name":"Krüger, Marius","last_name":"Krüger","first_name":"Marius"},{"first_name":"Alejandra","full_name":"Vicaria, Alejandra","last_name":"Vicaria"},{"last_name":"Gardill","full_name":"Gardill, Markus","first_name":"Markus"},{"last_name":"Jiang","full_name":"Jiang, Yuyao","first_name":"Yuyao"},{"id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler","first_name":"Ansgar"},{"full_name":"Peters, Henning","last_name":"Peters","first_name":"Henning"},{"last_name":"Liewald","full_name":"Liewald, Mathias","first_name":"Mathias"},{"first_name":"Adrian","full_name":"Schenek, Adrian","last_name":"Schenek"},{"first_name":"Pascal","last_name":"Heinzelmann","full_name":"Heinzelmann, Pascal"},{"full_name":"Weyrich, Michael","last_name":"Weyrich","first_name":"Michael"}],"doi":"10.1515/auto-2024-0114","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1515/auto-2024-0114"}],"publication_identifier":{"issn":["0178-2312","2196-677X"]},"publication_status":"published","intvolume":"        73","page":"232-250","citation":{"apa":"Vogel-Heuser, B., Zhang, M., Krüger, M., Vicaria, A., Gardill, M., Jiang, Y., Trächtler, A., Peters, H., Liewald, M., Schenek, A., Heinzelmann, P., &#38; Weyrich, M. (2025). DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems. <i>At - Automatisierungstechnik</i>, <i>73</i>(4), 232–250. <a href=\"https://doi.org/10.1515/auto-2024-0114\">https://doi.org/10.1515/auto-2024-0114</a>","short":"B. Vogel-Heuser, M. Zhang, M. Krüger, A. Vicaria, M. Gardill, Y. Jiang, A. Trächtler, H. Peters, M. Liewald, A. Schenek, P. Heinzelmann, M. Weyrich, At - Automatisierungstechnik 73 (2025) 232–250.","bibtex":"@article{Vogel-Heuser_Zhang_Krüger_Vicaria_Gardill_Jiang_Trächtler_Peters_Liewald_Schenek_et al._2025, title={DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems}, volume={73}, DOI={<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>}, number={4}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Vogel-Heuser, Birgit and Zhang, Mingxi and Krüger, Marius and Vicaria, Alejandra and Gardill, Markus and Jiang, Yuyao and Trächtler, Ansgar and Peters, Henning and Liewald, Mathias and Schenek, Adrian and et al.}, year={2025}, pages={232–250} }","mla":"Vogel-Heuser, Birgit, et al. “DSL4DPiFS – a Graphical Notation to Model Data Pipeline Deployment in Forming Systems.” <i>At - Automatisierungstechnik</i>, vol. 73, no. 4, Walter de Gruyter GmbH, 2025, pp. 232–50, doi:<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>.","chicago":"Vogel-Heuser, Birgit, Mingxi Zhang, Marius Krüger, Alejandra Vicaria, Markus Gardill, Yuyao Jiang, Ansgar Trächtler, et al. “DSL4DPiFS – a Graphical Notation to Model Data Pipeline Deployment in Forming Systems.” <i>At - Automatisierungstechnik</i> 73, no. 4 (2025): 232–50. <a href=\"https://doi.org/10.1515/auto-2024-0114\">https://doi.org/10.1515/auto-2024-0114</a>.","ieee":"B. Vogel-Heuser <i>et al.</i>, “DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems,” <i>at - Automatisierungstechnik</i>, vol. 73, no. 4, pp. 232–250, 2025, doi: <a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>.","ama":"Vogel-Heuser B, Zhang M, Krüger M, et al. DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems. <i>at - Automatisierungstechnik</i>. 2025;73(4):232-250. doi:<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>"},"language":[{"iso":"eng"}],"publication":"at - Automatisierungstechnik","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Data-driven methods are increasingly utilized in metal forming processes for monitoring and quality optimization. An adapted modeling notation DSL4DPiFS for forming processes is presented to model hardware, software, and data flow aspects to support the design and analysis of data-driven methods. DSL4DPiFS enables metal forming and automation experts to model field-level information as data sources, and the data sinks for data analysis. The notation was adapted to the requirements of selected metal forming processes and evaluated in three case studies.</jats:p>"}],"publisher":"Walter de Gruyter GmbH","date_created":"2025-10-08T16:09:21Z","title":"DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems","issue":"4","year":"2025"},{"status":"public","type":"book_chapter","publication":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"user_id":"82875","department":[{"_id":"153"},{"_id":"241"}],"_id":"61765","citation":{"short":"A. Mazur, H. Peters, A. Artelt, L. Koller, C. Hartmann, A. Trächtler, B. Hammer, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","mla":"Mazur, Andreas, et al. “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">10.1007/978-3-032-04555-3_16</a>.","bibtex":"@inbook{Mazur_Peters_Artelt_Koller_Hartmann_Trächtler_Hammer_2025, place={Cham}, title={Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">10.1007/978-3-032-04555-3_16</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Mazur, Andreas and Peters, Henning and Artelt, André and Koller, Lukas and Hartmann, Christoph and Trächtler, Ansgar and Hammer, Barbara}, year={2025} }","apa":"Mazur, A., Peters, H., Artelt, A., Koller, L., Hartmann, C., Trächtler, A., &#38; Hammer, B. (2025). Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">https://doi.org/10.1007/978-3-032-04555-3_16</a>","ama":"Mazur A, Peters H, Artelt A, et al. Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">10.1007/978-3-032-04555-3_16</a>","chicago":"Mazur, Andreas, Henning Peters, André Artelt, Lukas Koller, Christoph Hartmann, Ansgar Trächtler, and Barbara Hammer. “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_16\">https://doi.org/10.1007/978-3-032-04555-3_16</a>.","ieee":"A. Mazur <i>et al.</i>, “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025."},"year":"2025","place":"Cham","publication_status":"published","publication_identifier":{"isbn":["9783032045546","9783032045553"],"issn":["0302-9743","1611-3349"]},"main_file_link":[{"url":"https://doi.org/10.1007/978-3-032-04555-3_16","open_access":"1"}],"doi":"10.1007/978-3-032-04555-3_16","title":"Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals","author":[{"full_name":"Mazur, Andreas","last_name":"Mazur","first_name":"Andreas"},{"first_name":"Henning","full_name":"Peters, Henning","last_name":"Peters"},{"full_name":"Artelt, André","last_name":"Artelt","first_name":"André"},{"first_name":"Lukas","last_name":"Koller","full_name":"Koller, Lukas"},{"full_name":"Hartmann, Christoph","last_name":"Hartmann","first_name":"Christoph"},{"id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler","first_name":"Ansgar"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"}],"date_created":"2025-10-08T16:12:14Z","oa":"1","publisher":"Springer Nature Switzerland","date_updated":"2025-10-30T12:49:25Z"},{"type":"conference","editor":[{"first_name":"Pierpaolo","full_name":"Carlone, Pierpaolo","last_name":"Carlone"},{"first_name":"Luigino","last_name":"Filice","full_name":"Filice, Luigino"},{"last_name":"Umbrello","full_name":"Umbrello, Domenico","first_name":"Domenico"}],"status":"public","_id":"59907","department":[{"_id":"156"},{"_id":"153"},{"_id":"241"}],"user_id":"36287","has_accepted_license":"1","publication_identifier":{"issn":["2474-395X"]},"publication_status":"published","intvolume":"        54","citation":{"bibtex":"@inproceedings{Arian_Homberg_Kersting_Trächtler_Rozo Vasquez_Walther_2025, title={Advanced thermomechanical flow forming: A novel approach to α’-martensite control for enhanced material properties}, volume={54}, DOI={<a href=\"https://doi.org/10.21741/9781644903599-127\">10.21741/9781644903599-127</a>}, booktitle={Materials Research Proceedings}, publisher={Materials Research Forum LLC}, author={Arian, Bahman and Homberg, Werner and Kersting, Lukas and Trächtler, Ansgar and Rozo Vasquez, Julian and Walther, Frank}, editor={Carlone, Pierpaolo and Filice, Luigino and Umbrello, Domenico}, year={2025} }","short":"B. Arian, W. Homberg, L. Kersting, A. Trächtler, J. Rozo Vasquez, F. Walther, in: P. Carlone, L. Filice, D. Umbrello (Eds.), Materials Research Proceedings, Materials Research Forum LLC, 2025.","mla":"Arian, Bahman, et al. “Advanced Thermomechanical Flow Forming: A Novel Approach to α’-Martensite Control for Enhanced Material Properties.” <i>Materials Research Proceedings</i>, edited by Pierpaolo Carlone et al., vol. 54, Materials Research Forum LLC, 2025, doi:<a href=\"https://doi.org/10.21741/9781644903599-127\">10.21741/9781644903599-127</a>.","apa":"Arian, B., Homberg, W., Kersting, L., Trächtler, A., Rozo Vasquez, J., &#38; Walther, F. (2025). Advanced thermomechanical flow forming: A novel approach to α’-martensite control for enhanced material properties. In P. Carlone, L. Filice, &#38; D. Umbrello (Eds.), <i>Materials Research Proceedings</i> (Vol. 54). Materials Research Forum LLC. <a href=\"https://doi.org/10.21741/9781644903599-127\">https://doi.org/10.21741/9781644903599-127</a>","ama":"Arian B, Homberg W, Kersting L, Trächtler A, Rozo Vasquez J, Walther F. Advanced thermomechanical flow forming: A novel approach to α’-martensite control for enhanced material properties. In: Carlone P, Filice L, Umbrello D, eds. <i>Materials Research Proceedings</i>. Vol 54. Materials Research Forum LLC; 2025. doi:<a href=\"https://doi.org/10.21741/9781644903599-127\">10.21741/9781644903599-127</a>","ieee":"B. Arian, W. Homberg, L. Kersting, A. Trächtler, J. Rozo Vasquez, and F. Walther, “Advanced thermomechanical flow forming: A novel approach to α’-martensite control for enhanced material properties,” in <i>Materials Research Proceedings</i>, Paestum, Italy, 2025, vol. 54, doi: <a href=\"https://doi.org/10.21741/9781644903599-127\">10.21741/9781644903599-127</a>.","chicago":"Arian, Bahman, Werner Homberg, Lukas Kersting, Ansgar Trächtler, Julian Rozo Vasquez, and Frank Walther. “Advanced Thermomechanical Flow Forming: A Novel Approach to α’-Martensite Control for Enhanced Material Properties.” In <i>Materials Research Proceedings</i>, edited by Pierpaolo Carlone, Luigino Filice, and Domenico Umbrello, Vol. 54. Materials Research Forum LLC, 2025. <a href=\"https://doi.org/10.21741/9781644903599-127\">https://doi.org/10.21741/9781644903599-127</a>."},"date_updated":"2025-10-30T13:55:08Z","oa":"1","volume":54,"author":[{"first_name":"Bahman","full_name":"Arian, Bahman","id":"36287","last_name":"Arian"},{"first_name":"Werner","last_name":"Homberg","full_name":"Homberg, Werner","id":"233"},{"first_name":"Lukas","full_name":"Kersting, Lukas","last_name":"Kersting"},{"first_name":"Ansgar","id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler"},{"last_name":"Rozo Vasquez","full_name":"Rozo Vasquez, Julian","first_name":"Julian"},{"last_name":"Walther","full_name":"Walther, Frank","first_name":"Frank"}],"doi":"10.21741/9781644903599-127","conference":{"location":"Paestum, Italy","end_date":"2025-05-09","start_date":"2025-05-06","name":"The 28th International ESAFORM Conference on Material Forming - ESAFORM 2025"},"main_file_link":[{"open_access":"1","url":"https://mrforum.com/product/9781644903599-127/"}],"publication":"Materials Research Proceedings","abstract":[{"lang":"eng","text":"<jats:p>Abstract. Flow forming is recognized for its precision in producing rotationally symmetric components, but the use of metastable austenitic stainless steel (AISI 304L) introduces challenges due to uncontrolled strain-induced α’ martensite formation. Variations in factors such as eccentricity and batch inconsistencies lead to unpredictable microstructural profiles, limiting reproducibility [1,2]. This study addresses these issues by incorporating thermal actuators for cryogenic cooling and induction heating to regulate forming temperatures, enabling control of the α’-martensite content. Experimental investigations demonstrate that local tempering during thermomechanical reverse flow forming produces discernible variations in microstructure, affecting mechanical and magnetic properties [3]. Controlled local adjustments of α’-martensite content allow for customization of properties in seamless tubes, advancing manufacturing capabilities for complex, defect-free components. The results presented demonstrate promising strategies for implementation within the context of closed-loop property control in flow forming.</jats:p>"}],"keyword":["Flow Forming","Thermomechanical Forming","α’-Martensite","Property Control"],"language":[{"iso":"eng"}],"quality_controlled":"1","year":"2025","publisher":"Materials Research Forum LLC","date_created":"2025-05-15T06:59:28Z","title":"Advanced thermomechanical flow forming: A novel approach to α’-martensite control for enhanced material properties"},{"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>This paper presents a characterization of the microstructural evolution and its correlation with the magnetic structure due to flow forming of semi-finished tubes of austenitic stainless steel AISI 304L. The plastic deformation triggers a phase transformation of the metastable austenite into α’-martensite.</jats:p>\r\n               <jats:p>Depending on the combination of production parameters, different fractions of strain-induced α’-martensite were measured by means non-destructive micromagnetic techniques and correlated with the evolution of hardness and the microstructure using electron backscatter diffraction analyses. The magneto-optical Kerr effect analysis was used as a tool to perform a qualitative analysis of the evolution of the magnetic domain structure correlated with the formation of α’-martensite. An analysis of these data allowed to derive surface magnetization hysteresis loops that were compared with integral hysteresis loops of the specimens. It was proven by both methods that the formation of martensite increases the magnetic energy and the spontaneous magnetization of the specimens. The results of this investigation contribute to a better understanding of micromagnetic sensors to monitor and control the formation of α’-martensite in a flow forming. Furthermore, various techniques have demonstrated the evolution of the magnetic properties of the material, which can be applied in applications for invisible coding of workpieces.</jats:p>"}],"publication":"Practical Metallography","language":[{"iso":"eng"}],"year":"2025","issue":"9-10","title":"Magneto-optical Kerr effect analysis of strain-induced martensite formation during flow forming of metastable austenitic steel AISI 304L","publisher":"Walter de Gruyter GmbH","date_created":"2025-10-30T12:22:54Z","status":"public","type":"journal_article","_id":"62024","user_id":"82875","department":[{"_id":"153"},{"_id":"241"},{"_id":"156"}],"citation":{"chicago":"Rozo Vasquez, Julian, Jan Tappe, Bahman Arian, Lukas Kersting, Werner Homberg, Ansgar Trächtler, and Frank Walther. “Magneto-Optical Kerr Effect Analysis of Strain-Induced Martensite Formation during Flow Forming of Metastable Austenitic Steel AISI 304L.” <i>Practical Metallography</i> 62, no. 9–10 (2025): 617–33. <a href=\"https://doi.org/10.1515/pm-2025-0059\">https://doi.org/10.1515/pm-2025-0059</a>.","ieee":"J. Rozo Vasquez <i>et al.</i>, “Magneto-optical Kerr effect analysis of strain-induced martensite formation during flow forming of metastable austenitic steel AISI 304L,” <i>Practical Metallography</i>, vol. 62, no. 9–10, pp. 617–633, 2025, doi: <a href=\"https://doi.org/10.1515/pm-2025-0059\">10.1515/pm-2025-0059</a>.","ama":"Rozo Vasquez J, Tappe J, Arian B, et al. Magneto-optical Kerr effect analysis of strain-induced martensite formation during flow forming of metastable austenitic steel AISI 304L. <i>Practical Metallography</i>. 2025;62(9-10):617-633. doi:<a href=\"https://doi.org/10.1515/pm-2025-0059\">10.1515/pm-2025-0059</a>","apa":"Rozo Vasquez, J., Tappe, J., Arian, B., Kersting, L., Homberg, W., Trächtler, A., &#38; Walther, F. (2025). Magneto-optical Kerr effect analysis of strain-induced martensite formation during flow forming of metastable austenitic steel AISI 304L. <i>Practical Metallography</i>, <i>62</i>(9–10), 617–633. <a href=\"https://doi.org/10.1515/pm-2025-0059\">https://doi.org/10.1515/pm-2025-0059</a>","mla":"Rozo Vasquez, Julian, et al. “Magneto-Optical Kerr Effect Analysis of Strain-Induced Martensite Formation during Flow Forming of Metastable Austenitic Steel AISI 304L.” <i>Practical Metallography</i>, vol. 62, no. 9–10, Walter de Gruyter GmbH, 2025, pp. 617–33, doi:<a href=\"https://doi.org/10.1515/pm-2025-0059\">10.1515/pm-2025-0059</a>.","short":"J. Rozo Vasquez, J. Tappe, B. Arian, L. Kersting, W. Homberg, A. Trächtler, F. Walther, Practical Metallography 62 (2025) 617–633.","bibtex":"@article{Rozo Vasquez_Tappe_Arian_Kersting_Homberg_Trächtler_Walther_2025, title={Magneto-optical Kerr effect analysis of strain-induced martensite formation during flow forming of metastable austenitic steel AISI 304L}, volume={62}, DOI={<a href=\"https://doi.org/10.1515/pm-2025-0059\">10.1515/pm-2025-0059</a>}, number={9–10}, journal={Practical Metallography}, publisher={Walter de Gruyter GmbH}, author={Rozo Vasquez, Julian and Tappe, Jan and Arian, Bahman and Kersting, Lukas and Homberg, Werner and Trächtler, Ansgar and Walther, Frank}, year={2025}, pages={617–633} }"},"intvolume":"        62","page":"617-633","publication_status":"published","publication_identifier":{"issn":["2195-8599","0032-678X"]},"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1515/pm-2025-0059"}],"doi":"10.1515/pm-2025-0059","date_updated":"2025-10-30T12:54:17Z","oa":"1","author":[{"first_name":"Julian","last_name":"Rozo Vasquez","full_name":"Rozo Vasquez, Julian"},{"last_name":"Tappe","full_name":"Tappe, Jan","first_name":"Jan"},{"first_name":"Bahman","last_name":"Arian","id":"36287","full_name":"Arian, Bahman"},{"first_name":"Lukas","full_name":"Kersting, Lukas","last_name":"Kersting"},{"full_name":"Homberg, Werner","id":"233","last_name":"Homberg","first_name":"Werner"},{"first_name":"Ansgar","id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler"},{"full_name":"Walther, Frank","last_name":"Walther","first_name":"Frank"}],"volume":62}]