[{"date_created":"2025-10-14T13:50:32Z","publisher":"IOP Publishing","title":"Direct assessment of the influence of pose repeatability on the accuracy of dimensional measurements for computed tomography systems with high degrees of freedom","issue":"2","quality_controlled":"1","year":"2025","language":[{"iso":"eng"}],"publication":"Measurement Science and Technology","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Industrial x-ray computed tomography (CT) systems with high geometric flexibility are increasingly utilized for large-scale measurement objects or challenging measurement tasks. To maintain high accuracy when deviating from the established circular scan trajectory, trajectory calibration methods using multi-sphere reference objects with known marker positions are commonly employed. These multi-sphere objects can either be scanned together with the measurement object (online trajectory calibration) or in a separate scan (offline trajectory calibration). While offline calibration increases machine time, it generally results in higher scan quality. However, a sufficient pose repeatability is necessary to ensure comparable or even superior accuracy to online calibration. In this contribution, we present a straightforward procedure to compare both types of trajectory calibration in a way that the differences of the results can directly be traced back to the influence of the pose repeatability. The multi-sphere reference object is not only used for trajectory calibration, but simultaneously as a measurement object for repeated measurements. The methodology is tested on both a twin robotic CT system and a conventional CT system that is additionally equipped with a hexapod manipulator for adaptive object tilting. Results showed, independent from the type of trajectory calibration, systematic measurement errors in the order of 10<jats:sup>−5</jats:sup>–10<jats:sup>−4</jats:sup> of measured sphere distances and sphericity values below 50 <jats:inline-formula>\r\n                     <jats:tex-math/>\r\n                     <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\">\r\n                        <mml:mrow>\r\n                           <mml:mrow>\r\n                              <mml:mtext>μ</mml:mtext>\r\n                           </mml:mrow>\r\n                           <mml:mrow>\r\n                              <mml:mi mathvariant=\"normal\">m</mml:mi>\r\n                           </mml:mrow>\r\n                        </mml:mrow>\r\n                     </mml:math>\r\n                  </jats:inline-formula>. For sphere distances, random errors were increased by a factor of 5 due to the offline trajectory calibration, but were still low (<jats:inline-formula>\r\n                     <jats:tex-math/>\r\n                     <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\">\r\n                        <mml:mrow>\r\n                           <mml:mrow>\r\n                              <mml:mo>&lt;</mml:mo>\r\n                           </mml:mrow>\r\n                           <mml:mrow>\r\n                              <mml:mn>1</mml:mn>\r\n                           </mml:mrow>\r\n                           <mml:mstyle scriptlevel=\"0\"/>\r\n                           <mml:mrow>\r\n                              <mml:mtext>μ</mml:mtext>\r\n                           </mml:mrow>\r\n                           <mml:mrow>\r\n                              <mml:mi mathvariant=\"normal\">m</mml:mi>\r\n                           </mml:mrow>\r\n                        </mml:mrow>\r\n                     </mml:math>\r\n                  </jats:inline-formula>) in comparison to systematic errors and the spread of different measurement features. Overall, both investigated systems demonstrated sufficient positioning repeatability for offline trajectory calibration. The method is in general also applicable to any other types of manipulator systems used for CT devices. It provides a workflow for the decision which type of trajectory calibration is preferable for a given CT system.</jats:p>"}],"author":[{"last_name":"Butzhammer","full_name":"Butzhammer, Lorenz","first_name":"Lorenz"},{"last_name":"Handke","full_name":"Handke, Niklas","first_name":"Niklas"},{"first_name":"Simon","full_name":"Wittl, Simon","last_name":"Wittl"},{"full_name":"Herl, Gabriel","last_name":"Herl","first_name":"Gabriel"},{"last_name":"Hausotte","full_name":"Hausotte, Tino","first_name":"Tino"}],"volume":36,"oa":"1","date_updated":"2026-02-12T10:45:36Z","main_file_link":[{"url":"https://iopscience.iop.org/article/10.1088/1361-6501/ada05a/pdf","open_access":"1"}],"doi":"10.1088/1361-6501/ada05a","publication_status":"published","publication_identifier":{"issn":["0957-0233","1361-6501"]},"citation":{"ama":"Butzhammer L, Handke N, Wittl S, Herl G, Hausotte T. Direct assessment of the influence of pose repeatability on the accuracy of dimensional measurements for computed tomography systems with high degrees of freedom. <i>Measurement Science and Technology</i>. 2025;36(2). doi:<a href=\"https://doi.org/10.1088/1361-6501/ada05a\">10.1088/1361-6501/ada05a</a>","ieee":"L. Butzhammer, N. Handke, S. Wittl, G. Herl, and T. Hausotte, “Direct assessment of the influence of pose repeatability on the accuracy of dimensional measurements for computed tomography systems with high degrees of freedom,” <i>Measurement Science and Technology</i>, vol. 36, no. 2, Art. no. 025401, 2025, doi: <a href=\"https://doi.org/10.1088/1361-6501/ada05a\">10.1088/1361-6501/ada05a</a>.","chicago":"Butzhammer, Lorenz, Niklas Handke, Simon Wittl, Gabriel Herl, and Tino Hausotte. “Direct Assessment of the Influence of Pose Repeatability on the Accuracy of Dimensional Measurements for Computed Tomography Systems with High Degrees of Freedom.” <i>Measurement Science and Technology</i> 36, no. 2 (2025). <a href=\"https://doi.org/10.1088/1361-6501/ada05a\">https://doi.org/10.1088/1361-6501/ada05a</a>.","short":"L. Butzhammer, N. Handke, S. Wittl, G. Herl, T. Hausotte, Measurement Science and Technology 36 (2025).","mla":"Butzhammer, Lorenz, et al. “Direct Assessment of the Influence of Pose Repeatability on the Accuracy of Dimensional Measurements for Computed Tomography Systems with High Degrees of Freedom.” <i>Measurement Science and Technology</i>, vol. 36, no. 2, 025401, IOP Publishing, 2025, doi:<a href=\"https://doi.org/10.1088/1361-6501/ada05a\">10.1088/1361-6501/ada05a</a>.","bibtex":"@article{Butzhammer_Handke_Wittl_Herl_Hausotte_2025, title={Direct assessment of the influence of pose repeatability on the accuracy of dimensional measurements for computed tomography systems with high degrees of freedom}, volume={36}, DOI={<a href=\"https://doi.org/10.1088/1361-6501/ada05a\">10.1088/1361-6501/ada05a</a>}, number={2025401}, journal={Measurement Science and Technology}, publisher={IOP Publishing}, author={Butzhammer, Lorenz and Handke, Niklas and Wittl, Simon and Herl, Gabriel and Hausotte, Tino}, year={2025} }","apa":"Butzhammer, L., Handke, N., Wittl, S., Herl, G., &#38; Hausotte, T. (2025). Direct assessment of the influence of pose repeatability on the accuracy of dimensional measurements for computed tomography systems with high degrees of freedom. <i>Measurement Science and Technology</i>, <i>36</i>(2), Article 025401. <a href=\"https://doi.org/10.1088/1361-6501/ada05a\">https://doi.org/10.1088/1361-6501/ada05a</a>"},"intvolume":"        36","user_id":"93720","department":[{"_id":"630"}],"project":[{"_id":"130","name":"TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen Prozessketten"},{"_id":"133","name":"TRR 285 - Project Area C"},{"_id":"149","name":"TRR 285 - Subproject C05"}],"_id":"61825","article_number":"025401","type":"journal_article","status":"public"},{"type":"conference_abstract","status":"public","_id":"64145","user_id":"77633","department":[{"_id":"300"}],"language":[{"iso":"eng"}],"year":"2025","citation":{"mla":"Newberry, Melissa, et al. <i>The Dynamics of Geographic Space When Working with International Teacher Educators in Collaborative Research</i>. 2025.","short":"M. Newberry, G. Jonas-Ahrend, M. Rizvi, A. van der Want, in: 2025.","bibtex":"@inproceedings{Newberry_Jonas-Ahrend_Rizvi_van der Want_2025, title={The Dynamics of Geographic Space when working with International Teacher Educators in Collaborative Research}, author={Newberry, Melissa and Jonas-Ahrend, Gabriela and Rizvi, Meher and van der Want, Anna}, year={2025} }","apa":"Newberry, M., Jonas-Ahrend, G., Rizvi, M., &#38; van der Want, A. (2025). <i>The Dynamics of Geographic Space when working with International Teacher Educators in Collaborative Research</i>. ISATT - 21st Biennial Conference of the International Study Association on Teachers and Teaching, Glasgow.","ama":"Newberry M, Jonas-Ahrend G, Rizvi M, van der Want A. The Dynamics of Geographic Space when working with International Teacher Educators in Collaborative Research. In: ; 2025.","ieee":"M. Newberry, G. Jonas-Ahrend, M. Rizvi, and A. van der Want, “The Dynamics of Geographic Space when working with International Teacher Educators in Collaborative Research,” presented at the ISATT - 21st Biennial Conference of the International Study Association on Teachers and Teaching, Glasgow, 2025.","chicago":"Newberry, Melissa, Gabriela Jonas-Ahrend, Meher Rizvi, and Anna van der Want. “The Dynamics of Geographic Space When Working with International Teacher Educators in Collaborative Research,” 2025."},"date_updated":"2026-02-12T14:28:50Z","author":[{"full_name":"Newberry, Melissa","last_name":"Newberry","first_name":"Melissa"},{"id":"77633","full_name":"Jonas-Ahrend, Gabriela","last_name":"Jonas-Ahrend","orcid":"0000-0003-3898-954X","first_name":"Gabriela"},{"first_name":"Meher","full_name":"Rizvi, Meher","last_name":"Rizvi"},{"first_name":"Anna","full_name":"van der Want, Anna","last_name":"van der Want"}],"date_created":"2026-02-12T14:28:22Z","title":"The Dynamics of Geographic Space when working with International Teacher Educators in Collaborative Research","conference":{"end_date":"2025-07-04","location":"Glasgow","name":"ISATT - 21st Biennial Conference of the International Study Association on Teachers and Teaching","start_date":"2025-06-30"}},{"language":[{"iso":"eng"}],"_id":"64143","department":[{"_id":"300"}],"user_id":"77633","status":"public","type":"conference_abstract","title":"Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany","conference":{"name":"ECER  European Conference on Educational Research","start_date":"2025-09-09","end_date":"2025-09-12","location":"Belgrad"},"date_updated":"2026-02-12T14:28:53Z","author":[{"first_name":"Ainat","full_name":"Guberman, Ainat","last_name":"Guberman"},{"first_name":"Gabriela","orcid":"0000-0003-3898-954X","last_name":"Jonas-Ahrend","id":"77633","full_name":"Jonas-Ahrend, Gabriela"},{"first_name":"Rinat","full_name":"Arvif-Elyashiv, Rinat","last_name":"Arvif-Elyashiv"},{"full_name":"Ben-Yehduah, Gal","last_name":"Ben-Yehduah","first_name":"Gal"},{"first_name":"Dominik","full_name":"Cyprus, Dominik","last_name":"Cyprus"}],"date_created":"2026-02-12T14:24:11Z","year":"2025","citation":{"apa":"Guberman, A., Jonas-Ahrend, G., Arvif-Elyashiv, R., Ben-Yehduah, G., &#38; Cyprus, D. (2025). <i>Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany</i>. ECER  European Conference on Educational Research, Belgrad.","bibtex":"@inproceedings{Guberman_Jonas-Ahrend_Arvif-Elyashiv_Ben-Yehduah_Cyprus_2025, title={Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany}, author={Guberman, Ainat and Jonas-Ahrend, Gabriela and Arvif-Elyashiv, Rinat and Ben-Yehduah, Gal and Cyprus, Dominik}, year={2025} }","mla":"Guberman, Ainat, et al. <i>Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany</i>. 2025.","short":"A. Guberman, G. Jonas-Ahrend, R. Arvif-Elyashiv, G. Ben-Yehduah, D. Cyprus, in: 2025.","ama":"Guberman A, Jonas-Ahrend G, Arvif-Elyashiv R, Ben-Yehduah G, Cyprus D. Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany. In: ; 2025.","chicago":"Guberman, Ainat, Gabriela Jonas-Ahrend, Rinat Arvif-Elyashiv, Gal Ben-Yehduah, and Dominik Cyprus. “Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany,” 2025.","ieee":"A. Guberman, G. Jonas-Ahrend, R. Arvif-Elyashiv, G. Ben-Yehduah, and D. Cyprus, “Career Changing STEM Teachers` Motivation over Time: Lessons from Israel and Germany,” presented at the ECER  European Conference on Educational Research, Belgrad, 2025."}},{"date_created":"2026-02-12T14:19:27Z","author":[{"last_name":"Ratnam","full_name":"Ratnam, Tara","first_name":"Tara"},{"first_name":"Gabriela","orcid":"0000-0003-3898-954X","last_name":"Jonas-Ahrend","full_name":"Jonas-Ahrend, Gabriela","id":"77633"},{"last_name":"Newberry","full_name":"Newberry, Melissa","first_name":"Melissa"}],"date_updated":"2026-02-12T14:28:56Z","conference":{"location":"Denver/CO, USA","end_date":"2025-04-27","start_date":"2025-04-23","name":"AERA American Educational Research Association"},"title":"The presence of an Invisible College in the knowledge network of ISATT","citation":{"mla":"Ratnam, Tara, et al. <i>The Presence of an Invisible College in the Knowledge Network of ISATT</i>. 2025.","bibtex":"@inproceedings{Ratnam_Jonas-Ahrend_Newberry_2025, title={The presence of an Invisible College in the knowledge network of ISATT}, author={Ratnam, Tara and Jonas-Ahrend, Gabriela and Newberry, Melissa}, year={2025} }","short":"T. Ratnam, G. Jonas-Ahrend, M. Newberry, in: 2025.","apa":"Ratnam, T., Jonas-Ahrend, G., &#38; Newberry, M. (2025). <i>The presence of an Invisible College in the knowledge network of ISATT</i>. AERA American Educational Research Association, Denver/CO, USA.","ama":"Ratnam T, Jonas-Ahrend G, Newberry M. The presence of an Invisible College in the knowledge network of ISATT. In: ; 2025.","ieee":"T. Ratnam, G. Jonas-Ahrend, and M. Newberry, “The presence of an Invisible College in the knowledge network of ISATT,” presented at the AERA American Educational Research Association, Denver/CO, USA, 2025.","chicago":"Ratnam, Tara, Gabriela Jonas-Ahrend, and Melissa Newberry. “The Presence of an Invisible College in the Knowledge Network of ISATT,” 2025."},"year":"2025","user_id":"77633","department":[{"_id":"300"}],"_id":"64142","language":[{"iso":"eng"}],"type":"conference_abstract","status":"public"},{"intvolume":"       173","citation":{"apa":"Speckenmeyer, P., Hilmer, C., Rauchecker, G., &#38; Schryen, G. (2025). Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times. <i>Computers &#38; Operations Research</i>, <i>173</i>, Article 106804. <a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>","short":"P. Speckenmeyer, C. Hilmer, G. Rauchecker, G. Schryen, Computers &#38; Operations Research 173 (2025).","bibtex":"@article{Speckenmeyer_Hilmer_Rauchecker_Schryen_2025, title={Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times}, volume={173}, DOI={<a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>}, number={106804}, journal={Computers &#38; Operations Research}, author={Speckenmeyer, Philipp and Hilmer, Constanze and Rauchecker, Gerhard and Schryen, Guido}, year={2025} }","mla":"Speckenmeyer, Philipp, et al. “Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times.” <i>Computers &#38; Operations Research</i>, vol. 173, 106804, 2025, doi:<a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>.","ama":"Speckenmeyer P, Hilmer C, Rauchecker G, Schryen G. Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times. <i>Computers &#38; Operations Research</i>. 2025;173. doi:<a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>","ieee":"P. Speckenmeyer, C. Hilmer, G. Rauchecker, and G. Schryen, “Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times,” <i>Computers &#38; Operations Research</i>, vol. 173, Art. no. 106804, 2025, doi: <a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>.","chicago":"Speckenmeyer, Philipp, Constanze Hilmer, Gerhard Rauchecker, and Guido Schryen. “Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times.” <i>Computers &#38; Operations Research</i> 173 (2025). <a href=\"https://dx.doi.org/10.2139/ssrn.4537436\">https://dx.doi.org/10.2139/ssrn.4537436</a>."},"year":"2025","has_accepted_license":"1","doi":"https://dx.doi.org/10.2139/ssrn.4537436","title":"Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times","volume":173,"author":[{"full_name":"Speckenmeyer, Philipp","id":"81294","last_name":"Speckenmeyer","first_name":"Philipp"},{"last_name":"Hilmer","full_name":"Hilmer, Constanze","first_name":"Constanze"},{"last_name":"Rauchecker","full_name":"Rauchecker, Gerhard","first_name":"Gerhard"},{"full_name":"Schryen, Guido","id":"72850","last_name":"Schryen","first_name":"Guido"}],"date_created":"2024-08-15T11:23:29Z","oa":"1","date_updated":"2026-02-14T16:43:23Z","status":"public","file":[{"date_updated":"2024-08-15T11:26:35Z","date_created":"2024-08-15T11:26:35Z","creator":"mateskam","file_size":1051554,"file_id":"55621","access_level":"open_access","file_name":"Parallel_WTSDS-2.pdf","content_type":"application/pdf","relation":"main_file"}],"publication":"Computers & Operations Research","type":"journal_article","file_date_updated":"2024-08-15T11:26:35Z","language":[{"iso":"eng"}],"article_number":"106804","ddc":["000"],"department":[{"_id":"277"}],"user_id":"72850","_id":"55620"},{"year":"2025","status":"public","citation":{"ieee":"M. Heitmann and G. Meschut, <i>Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  </i>. 2025.","chicago":"Heitmann, Marcel, and Gerson Meschut. <i>Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  </i>, 2025.","ama":"Heitmann M, Meschut G. <i>Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  </i>.; 2025.","apa":"Heitmann, M., &#38; Meschut, G. (2025). <i>Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  </i>.","bibtex":"@book{Heitmann_Meschut_2025, title={Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  }, author={Heitmann, Marcel and Meschut, Gerson}, year={2025} }","mla":"Heitmann, Marcel, and Gerson Meschut. <i>Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  </i>. 2025.","short":"M. Heitmann, G. Meschut, Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  , 2025."},"publication_identifier":{"isbn":["978-3-96780-210-8"]},"type":"report","title":"Verfahrenserweiterung des Widerstandselementschweißens für stahlintensive Dreiblech-Hybrid Mischverbindungen mit zwei höchstfesten Stahlgüten in Mittel- und Basislage  ","language":[{"iso":"ger"}],"_id":"64173","date_updated":"2026-02-16T12:22:11Z","department":[{"_id":"157"}],"author":[{"first_name":"Marcel","orcid":"0009-0002-4181-8928","last_name":"Heitmann","full_name":"Heitmann, Marcel","id":"38072"},{"full_name":"Meschut, Gerson","id":"32056","orcid":"0000-0002-2763-1246","last_name":"Meschut","first_name":"Gerson"}],"user_id":"38072","date_created":"2026-02-16T12:22:03Z"},{"publication":"GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft","type":"journal_article","status":"public","_id":"60204","department":[{"_id":"519"}],"user_id":"91668","article_number":"7","language":[{"iso":"ger"}],"publication_identifier":{"issn":["1868-7245","2196-4467"]},"publication_status":"published","issue":"2-2025","year":"2025","intvolume":"        17","citation":{"ama":"Hagengruber R, Muller J, Grewe F. Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften. <i>GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft</i>. 2025;17(2-2025). doi:<a href=\"https://doi.org/10.3224/gender.v17i2.01\">10.3224/gender.v17i2.01</a>","ieee":"R. Hagengruber, J. Muller, and F. Grewe, “Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften,” <i>GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft</i>, vol. 17, no. 2–2025, Art. no. 7, 2025, doi: <a href=\"https://doi.org/10.3224/gender.v17i2.01\">10.3224/gender.v17i2.01</a>.","chicago":"Hagengruber, Ruth, Jil Muller, and Felix Grewe. “Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften.” <i>GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft</i> 17, no. 2–2025 (2025). <a href=\"https://doi.org/10.3224/gender.v17i2.01\">https://doi.org/10.3224/gender.v17i2.01</a>.","short":"R. Hagengruber, J. Muller, F. Grewe, GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft 17 (2025).","mla":"Hagengruber, Ruth, et al. “Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften.” <i>GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft</i>, vol. 17, no. 2–2025, 7, Verlag Barbara Budrich GmbH, 2025, doi:<a href=\"https://doi.org/10.3224/gender.v17i2.01\">10.3224/gender.v17i2.01</a>.","bibtex":"@article{Hagengruber_Muller_Grewe_2025, title={Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften}, volume={17}, DOI={<a href=\"https://doi.org/10.3224/gender.v17i2.01\">10.3224/gender.v17i2.01</a>}, number={2–20257}, journal={GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft}, publisher={Verlag Barbara Budrich GmbH}, author={Hagengruber, Ruth and Muller, Jil and Grewe, Felix}, year={2025} }","apa":"Hagengruber, R., Muller, J., &#38; Grewe, F. (2025). Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften. <i>GENDER – Zeitschrift für Geschlecht Kultur und Gesellschaft</i>, <i>17</i>(2–2025), Article 7. <a href=\"https://doi.org/10.3224/gender.v17i2.01\">https://doi.org/10.3224/gender.v17i2.01</a>"},"publisher":"Verlag Barbara Budrich GmbH","date_updated":"2026-02-16T12:46:28Z","volume":17,"date_created":"2025-06-13T10:54:00Z","author":[{"orcid":"https://orcid.org/0000-0003-3360-6335","last_name":"Hagengruber","id":"198","full_name":"Hagengruber, Ruth","first_name":"Ruth"},{"id":"91668","full_name":"Muller, Jil","orcid":"0000-0002-4394-7531","last_name":"Muller","first_name":"Jil"},{"last_name":"Grewe","full_name":"Grewe, Felix","id":"32146","first_name":"Felix"}],"title":"Vorwort: Brisante Wahrheiten – Philosophinnen und Denkerinnen und die andere Geschichte der Philosophie und Wissenschaften","doi":"10.3224/gender.v17i2.01"},{"main_file_link":[{"url":"https://budrich-journals.de/index.php/gender","open_access":"1"}],"title":"Brisante Wahrheiten – eine andere Geschichte der Philosophie ","volume":25,"date_created":"2024-07-05T09:47:31Z","date_updated":"2026-02-16T12:40:54Z","oa":"1","publisher":"Barbara Budrich Verlag","page":"160","intvolume":"        25","corporate_editor":["GENDER Journal"],"citation":{"ieee":"R. 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Numerical analysis of an evolving bulk--surface model of tumour growth. <i>IMA Journal of Numerical Analysis</i>, <i>45</i>(5), 2581--2627. <a href=\"https://doi.org/10.1093/imanum/drae077\">https://doi.org/10.1093/imanum/drae077</a>","mla":"Edelmann, Dominik, et al. “Numerical Analysis of an Evolving Bulk--Surface Model of Tumour Growth.” <i>IMA Journal of Numerical Analysis</i>, vol. 45, no. 5, 2025, pp. 2581--2627, doi:<a href=\"https://doi.org/10.1093/imanum/drae077\">10.1093/imanum/drae077</a>.","bibtex":"@article{Edelmann_Kovács_Lubich_2025, title={Numerical analysis of an evolving bulk--surface model of tumour growth}, volume={45}, DOI={<a href=\"https://doi.org/10.1093/imanum/drae077\">10.1093/imanum/drae077</a>}, number={5}, journal={IMA Journal of Numerical Analysis}, author={Edelmann, Dominik and Kovács, Balázs and Lubich, Christian}, year={2025}, pages={2581--2627} }","short":"D. Edelmann, B. Kovács, C. Lubich, IMA Journal of Numerical Analysis 45 (2025) 2581--2627."},"_id":"53141","department":[{"_id":"841"}],"user_id":"100441","language":[{"iso":"eng"}],"publication":"IMA Journal of Numerical Analysis","type":"journal_article","status":"public"},{"editor":[{"last_name":"Karagedik","full_name":"Karagedik, Ulvi","first_name":"Ulvi"},{"full_name":"Yağdı, Senol","last_name":"Yağdı","first_name":"Senol"},{"first_name":"Ibrahim","last_name":"Kocyigit","full_name":"Kocyigit, Ibrahim"}],"status":"public","type":"book_chapter","_id":"64218","department":[{"_id":"469"}],"user_id":"111362","series_title":"Neue Perspektiven in der Islamischen Theologie und Religionspädagogik ","place":"Baden-Baden","intvolume":"         1","page":"327-348","citation":{"apa":"Kokew, S. M. (2025). Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings. In U. Karagedik, S. Yağdı, &#38; I. Kocyigit (Eds.), <i>Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges</i> (1st ed., Vol. 1, pp. 327–348). Nomos.","bibtex":"@inbook{Kokew_2025, place={Baden-Baden}, edition={1}, series={Neue Perspektiven in der Islamischen Theologie und Religionspädagogik }, title={Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings}, volume={1}, booktitle={Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges}, publisher={Nomos}, author={Kokew, Stephan Matthias}, editor={Karagedik, Ulvi and Yağdı, Senol and Kocyigit, Ibrahim}, year={2025}, pages={327–348}, collection={Neue Perspektiven in der Islamischen Theologie und Religionspädagogik } }","mla":"Kokew, Stephan Matthias. “Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings.” <i>Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges</i>, edited by Ulvi Karagedik et al., 1st ed., vol. 1, Nomos, 2025, pp. 327–48.","short":"S.M. Kokew, in: U. Karagedik, S. Yağdı, I. Kocyigit (Eds.), Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges, 1st ed., Nomos, Baden-Baden, 2025, pp. 327–348.","chicago":"Kokew, Stephan Matthias. “Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings.” In <i>Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges</i>, edited by Ulvi Karagedik, Senol Yağdı, and Ibrahim Kocyigit, 1st ed., 1:327–48. Neue Perspektiven in Der Islamischen Theologie Und Religionspädagogik . Baden-Baden: Nomos, 2025.","ieee":"S. M. Kokew, “Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings,” in <i>Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges</i>, 1st ed., vol. 1, U. Karagedik, S. Yağdı, and I. Kocyigit, Eds. Baden-Baden: Nomos, 2025, pp. 327–348.","ama":"Kokew SM. Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings. In: Karagedik U, Yağdı S, Kocyigit I, eds. <i>Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges</i>. Vol 1. 1st ed. Neue Perspektiven in der Islamischen Theologie und Religionspädagogik . Nomos; 2025:327-348."},"publication_identifier":{"isbn":[" 978-3-7560-1005-9"]},"publication_status":"published","date_updated":"2026-02-18T18:15:28Z","volume":1,"author":[{"id":"111362","full_name":"Kokew, Stephan Matthias","orcid":"0009-0005-6980-2727","last_name":"Kokew","first_name":"Stephan Matthias"}],"publication":"Islamic Theological and Pedagogical Approaches to Religious Education. Interdisciplinary Perspectives on Contemporary Challenges","keyword":["Tolerance","Islamic Tradition"],"language":[{"iso":"eng"}],"year":"2025","quality_controlled":"1","edition":"1","title":"Teaching ›Tolerance‹ in a Contemporary Islamic Education Context: Observations on Semantical Differentiations of Terms and Meanings","publisher":"Nomos","date_created":"2026-02-18T18:15:01Z"},{"year":"2025","citation":{"chicago":"Bai, Genming, Balázs Kovács, and Buyang Li. “Maximal Regularity of Evolving FEMs for Parabolic Equations on an  Evolving Surface.” <i>IMA Journal of Numerical Analysis</i>, 2025. <a href=\"https://doi.org/10.1093/imanum/draf082.\">https://doi.org/10.1093/imanum/draf082.</a>","ieee":"G. Bai, B. Kovács, and B. Li, “Maximal regularity of evolving FEMs for parabolic equations on an  evolving surface,” <i>IMA Journal of Numerical Analysis</i>, 2025, doi: <a href=\"https://doi.org/10.1093/imanum/draf082.\">10.1093/imanum/draf082.</a>","ama":"Bai G, Kovács B, Li B. Maximal regularity of evolving FEMs for parabolic equations on an  evolving surface. <i>IMA Journal of Numerical Analysis</i>. Published online 2025. doi:<a href=\"https://doi.org/10.1093/imanum/draf082.\">10.1093/imanum/draf082.</a>","apa":"Bai, G., Kovács, B., &#38; Li, B. (2025). Maximal regularity of evolving FEMs for parabolic equations on an  evolving surface. <i>IMA Journal of Numerical Analysis</i>. <a href=\"https://doi.org/10.1093/imanum/draf082.\">https://doi.org/10.1093/imanum/draf082.</a>","bibtex":"@article{Bai_Kovács_Li_2025, title={Maximal regularity of evolving FEMs for parabolic equations on an  evolving surface}, DOI={<a href=\"https://doi.org/10.1093/imanum/draf082.\">10.1093/imanum/draf082.</a>}, journal={IMA Journal of Numerical Analysis}, author={Bai, Genming and Kovács, Balázs and Li, Buyang}, year={2025} }","short":"G. Bai, B. Kovács, B. Li, IMA Journal of Numerical Analysis (2025).","mla":"Bai, Genming, et al. “Maximal Regularity of Evolving FEMs for Parabolic Equations on an  Evolving Surface.” <i>IMA Journal of Numerical Analysis</i>, 2025, doi:<a href=\"https://doi.org/10.1093/imanum/draf082.\">10.1093/imanum/draf082.</a>"},"date_updated":"2026-02-18T14:47:34Z","date_created":"2024-08-27T07:37:39Z","author":[{"first_name":"Genming","full_name":"Bai, Genming","last_name":"Bai"},{"id":"100441","full_name":"Kovács, Balázs","last_name":"Kovács","orcid":"0000-0001-9872-3474","first_name":"Balázs"},{"last_name":"Li","full_name":"Li, Buyang","first_name":"Buyang"}],"title":"Maximal regularity of evolving FEMs for parabolic equations on an  evolving surface","doi":"10.1093/imanum/draf082.","publication":"IMA Journal of Numerical Analysis","type":"journal_article","abstract":[{"text":"In this paper, we prove that spatially semi-discrete evolving finite element\r\nmethod for parabolic equations on a given evolving hypersurface of arbitrary\r\ndimensions preserves the maximal $L^p$-regularity at the discrete level. We\r\nfirst establish the results on a stationary surface and then extend them, via a\r\nperturbation argument, to the case where the underlying surface is evolving\r\nunder a prescribed velocity field. The proof combines techniques in evolving\r\nfinite element method, properties of Green's functions on (discretised) closed\r\nsurfaces, and local energy estimates for finite element methods","lang":"eng"}],"status":"public","_id":"55781","external_id":{"arxiv":["2408.14096"]},"department":[{"_id":"841"}],"user_id":"100441","language":[{"iso":"eng"}]},{"title":"Evolving Modularity: Rethinking Architecture in Product and Organizational Systems","doi":"10.1109/rasse64831.2025.11315315","date_updated":"2026-02-19T08:53:26Z","publisher":"IEEE","author":[{"last_name":"Graunke","full_name":"Graunke, Jannis","first_name":"Jannis"},{"first_name":"Isaac Mpidi","last_name":"Bita","full_name":"Bita, Isaac Mpidi"},{"full_name":"Hermelingmeier, Dominik","last_name":"Hermelingmeier","first_name":"Dominik"},{"full_name":"Humpert, Lynn","last_name":"Humpert","first_name":"Lynn"},{"last_name":"Schierbaum","full_name":"Schierbaum, Anja","first_name":"Anja"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2026-02-19T08:52:59Z","year":"2025","citation":{"ama":"Graunke J, Bita IM, Hermelingmeier D, Humpert L, Schierbaum A, Dumitrescu R. Evolving Modularity: Rethinking Architecture in Product and Organizational Systems. In: <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">10.1109/rasse64831.2025.11315315</a>","ieee":"J. Graunke, I. M. Bita, D. Hermelingmeier, L. Humpert, A. Schierbaum, and R. Dumitrescu, “Evolving Modularity: Rethinking Architecture in Product and Organizational Systems,” 2025, doi: <a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">10.1109/rasse64831.2025.11315315</a>.","chicago":"Graunke, Jannis, Isaac Mpidi Bita, Dominik Hermelingmeier, Lynn Humpert, Anja Schierbaum, and Roman Dumitrescu. “Evolving Modularity: Rethinking Architecture in Product and Organizational Systems.” In <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">https://doi.org/10.1109/rasse64831.2025.11315315</a>.","short":"J. Graunke, I.M. Bita, D. Hermelingmeier, L. Humpert, A. Schierbaum, R. Dumitrescu, in: 2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), IEEE, 2025.","bibtex":"@inproceedings{Graunke_Bita_Hermelingmeier_Humpert_Schierbaum_Dumitrescu_2025, title={Evolving Modularity: Rethinking Architecture in Product and Organizational Systems}, DOI={<a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">10.1109/rasse64831.2025.11315315</a>}, booktitle={2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)}, publisher={IEEE}, author={Graunke, Jannis and Bita, Isaac Mpidi and Hermelingmeier, Dominik and Humpert, Lynn and Schierbaum, Anja and Dumitrescu, Roman}, year={2025} }","mla":"Graunke, Jannis, et al. “Evolving Modularity: Rethinking Architecture in Product and Organizational Systems.” <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">10.1109/rasse64831.2025.11315315</a>.","apa":"Graunke, J., Bita, I. M., Hermelingmeier, D., Humpert, L., Schierbaum, A., &#38; Dumitrescu, R. (2025). Evolving Modularity: Rethinking Architecture in Product and Organizational Systems. <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. <a href=\"https://doi.org/10.1109/rasse64831.2025.11315315\">https://doi.org/10.1109/rasse64831.2025.11315315</a>"},"publication_status":"published","language":[{"iso":"eng"}],"_id":"64219","department":[{"_id":"563"}],"user_id":"15782","status":"public","publication":"2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)","type":"conference"},{"publisher":"IEEE","date_updated":"2026-02-19T09:00:40Z","date_created":"2026-02-19T08:54:26Z","author":[{"full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp","first_name":"Jan-Philipp"},{"first_name":"Tobias","full_name":"Seidenberg, Tobias","last_name":"Seidenberg"},{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"title":"24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods","doi":"10.1109/rasse64831.2025.11315397","publication_status":"published","year":"2025","citation":{"apa":"Disselkamp, J.-P., Seidenberg, T., Lick, J., &#38; Dumitrescu, R. (2025). 24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods. <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. <a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">https://doi.org/10.1109/rasse64831.2025.11315397</a>","ama":"Disselkamp J-P, Seidenberg T, Lick J, Dumitrescu R. 24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods. In: <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">10.1109/rasse64831.2025.11315397</a>","mla":"Disselkamp, Jan-Philipp, et al. “24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods.” <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">10.1109/rasse64831.2025.11315397</a>.","short":"J.-P. Disselkamp, T. Seidenberg, J. Lick, R. Dumitrescu, in: 2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), IEEE, 2025.","bibtex":"@inproceedings{Disselkamp_Seidenberg_Lick_Dumitrescu_2025, title={24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods}, DOI={<a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">10.1109/rasse64831.2025.11315397</a>}, booktitle={2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)}, publisher={IEEE}, author={Disselkamp, Jan-Philipp and Seidenberg, Tobias and Lick, Jonas and Dumitrescu, Roman}, year={2025} }","chicago":"Disselkamp, Jan-Philipp, Tobias Seidenberg, Jonas Lick, and Roman Dumitrescu. “24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods.” In <i>2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">https://doi.org/10.1109/rasse64831.2025.11315397</a>.","ieee":"J.-P. Disselkamp, T. Seidenberg, J. Lick, and R. Dumitrescu, “24 Reasons for the Failure of Integrative and Integrated Product and Production System Development Methods,” 2025, doi: <a href=\"https://doi.org/10.1109/rasse64831.2025.11315397\">10.1109/rasse64831.2025.11315397</a>."},"_id":"64220","department":[{"_id":"563"}],"user_id":"15782","language":[{"iso":"eng"}],"publication":"2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)","type":"conference","status":"public"},{"page":"1-9","citation":{"ama":"Ködding P, Koldewey C, Dumitrescu R. Tailoring scenario projects with method and tool building blocks. <i>IEEE Engineering Management Review</i>. Published online 2025:1-9. doi:<a href=\"https://doi.org/10.1109/emr.2025.3646110\">10.1109/emr.2025.3646110</a>","ieee":"P. Ködding, C. Koldewey, and R. Dumitrescu, “Tailoring scenario projects with method and tool building blocks,” <i>IEEE Engineering Management Review</i>, pp. 1–9, 2025, doi: <a href=\"https://doi.org/10.1109/emr.2025.3646110\">10.1109/emr.2025.3646110</a>.","chicago":"Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Tailoring Scenario Projects with Method and Tool Building Blocks.” <i>IEEE Engineering Management Review</i>, 2025, 1–9. <a href=\"https://doi.org/10.1109/emr.2025.3646110\">https://doi.org/10.1109/emr.2025.3646110</a>.","apa":"Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2025). Tailoring scenario projects with method and tool building blocks. <i>IEEE Engineering Management Review</i>, 1–9. <a href=\"https://doi.org/10.1109/emr.2025.3646110\">https://doi.org/10.1109/emr.2025.3646110</a>","short":"P. Ködding, C. Koldewey, R. Dumitrescu, IEEE Engineering Management Review (2025) 1–9.","bibtex":"@article{Ködding_Koldewey_Dumitrescu_2025, title={Tailoring scenario projects with method and tool building blocks}, DOI={<a href=\"https://doi.org/10.1109/emr.2025.3646110\">10.1109/emr.2025.3646110</a>}, journal={IEEE Engineering Management Review}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu, Roman}, year={2025}, pages={1–9} }","mla":"Ködding, Patrick, et al. “Tailoring Scenario Projects with Method and Tool Building Blocks.” <i>IEEE Engineering Management Review</i>, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp. 1–9, doi:<a href=\"https://doi.org/10.1109/emr.2025.3646110\">10.1109/emr.2025.3646110</a>."},"year":"2025","publication_identifier":{"issn":["0360-8581","1937-4178"]},"publication_status":"published","doi":"10.1109/emr.2025.3646110","title":"Tailoring scenario projects with method and tool building blocks","author":[{"first_name":"Patrick","full_name":"Ködding, Patrick","last_name":"Ködding"},{"first_name":"Christian","full_name":"Koldewey, Christian","id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2026-02-19T08:57:25Z","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","date_updated":"2026-02-19T09:00:33Z","status":"public","publication":"IEEE Engineering Management Review","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"64222"},{"date_updated":"2026-02-19T09:15:00Z","publisher":"Cambridge University Press (CUP)","author":[{"first_name":"Fabian","full_name":"Hanke, Fabian","last_name":"Hanke"},{"last_name":"Mpidi Bita","full_name":"Mpidi Bita, Isaac ","first_name":"Isaac "},{"first_name":"Oliver ","full_name":"von Heißen, Oliver ","last_name":"von Heißen"},{"first_name":"Julian","last_name":"Weller","full_name":"Weller, Julian"},{"first_name":"Aschot","last_name":"Hovemann","full_name":"Hovemann, Aschot"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"date_created":"2026-02-19T09:13:22Z","volume":5,"title":"AI-augmented systems engineering: conceptual application of retrieval-augmented generation for model-based systems engineering graph","doi":"10.1017/pds.2025.10058","publication_status":"published","publication_identifier":{"issn":["2732-527X"]},"year":"2025","citation":{"apa":"Hanke, F., Mpidi Bita, I., von Heißen, O., Weller, J., Hovemann, A., &#38; Dumitrescu, R. (2025). AI-augmented systems engineering: conceptual application of retrieval-augmented generation for model-based systems engineering graph. <i>Proceedings of the Design Society</i>, <i>5</i>, 439–448. <a href=\"https://doi.org/10.1017/pds.2025.10058\">https://doi.org/10.1017/pds.2025.10058</a>","bibtex":"@inproceedings{Hanke_Mpidi Bita_von Heißen_Weller_Hovemann_Dumitrescu_2025, title={AI-augmented systems engineering: conceptual application of retrieval-augmented generation for model-based systems engineering graph}, volume={5}, DOI={<a href=\"https://doi.org/10.1017/pds.2025.10058\">10.1017/pds.2025.10058</a>}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Hanke, Fabian and Mpidi Bita, Isaac  and von Heißen, Oliver  and Weller, Julian and Hovemann, Aschot and Dumitrescu, Roman}, year={2025}, pages={439–448} }","short":"F. Hanke, I. Mpidi Bita, O. von Heißen, J. Weller, A. Hovemann, R. Dumitrescu, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2025, pp. 439–448.","mla":"Hanke, Fabian, et al. “AI-Augmented Systems Engineering: Conceptual Application of Retrieval-Augmented Generation for Model-Based Systems Engineering Graph.” <i>Proceedings of the Design Society</i>, vol. 5, Cambridge University Press (CUP), 2025, pp. 439–48, doi:<a href=\"https://doi.org/10.1017/pds.2025.10058\">10.1017/pds.2025.10058</a>.","ieee":"F. Hanke, I. Mpidi Bita, O. von Heißen, J. Weller, A. Hovemann, and R. Dumitrescu, “AI-augmented systems engineering: conceptual application of retrieval-augmented generation for model-based systems engineering graph,” in <i>Proceedings of the Design Society</i>, 2025, vol. 5, pp. 439–448, doi: <a href=\"https://doi.org/10.1017/pds.2025.10058\">10.1017/pds.2025.10058</a>.","chicago":"Hanke, Fabian, Isaac  Mpidi Bita, Oliver  von Heißen, Julian Weller, Aschot Hovemann, and Roman Dumitrescu. “AI-Augmented Systems Engineering: Conceptual Application of Retrieval-Augmented Generation for Model-Based Systems Engineering Graph.” In <i>Proceedings of the Design Society</i>, 5:439–48. Cambridge University Press (CUP), 2025. <a href=\"https://doi.org/10.1017/pds.2025.10058\">https://doi.org/10.1017/pds.2025.10058</a>.","ama":"Hanke F, Mpidi Bita I, von Heißen O, Weller J, Hovemann A, Dumitrescu R. AI-augmented systems engineering: conceptual application of retrieval-augmented generation for model-based systems engineering graph. In: <i>Proceedings of the Design Society</i>. Vol 5. Cambridge University Press (CUP); 2025:439-448. doi:<a href=\"https://doi.org/10.1017/pds.2025.10058\">10.1017/pds.2025.10058</a>"},"page":"439-448","intvolume":"         5","_id":"64229","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the Design Society","abstract":[{"text":"<jats:title>ABSTRACT:</jats:title><jats:p>This paper presents the MBSE-Graph-RAG framework to address key challenges in Model-Based Systems Engineering (MBSE). Traditional MBSE tools suffer from usability barriers, limited accessibility, and integration challenges. By combining knowledge graphs with Retrieval-Augmented Generation (RAG), the proposed framework enables AI-Augmented engineering through natural language interactions and automated system architecture generation. A systematic literature review establishes a solid research foundation, identifying gaps in AI-assisted MBSE. Key contributions include a structured MBSE-Graph interface, improved usability via Large Language Models (LLMs), and automated graph construction aligned with SysML. A proof-of-concept demonstrates the potential of this approach to enhance MBSE by reducing complexity, improving data accessibility, and supporting engineering collaboration.</jats:p>","lang":"eng"}],"status":"public"}]