[{"file":[{"file_id":"7045","date_created":"2026-07-08T08:17:43Z","creator":"ldiel","file_size":619132,"file_name":"Circular_Skills_Guide_07-2026.pdf","relation":"main_file","access_level":"open_access","date_updated":"2026-07-08T08:17:43Z","content_type":"application/pdf","success":1}],"has_accepted_license":"1","citation":{"ama":"Diel L, David F, Kleinhans S, et al. <i>Circular Skills Guide</i>. Bielefeld; 2026.","short":"L. Diel, F. David, S. Kleinhans, B. Kolkmann, R.O. Meyer, A. Penner, J. Remberg, F. Schoden, K. Schmidt, E. Schwenzfeier-Hellkamp, Circular Skills Guide, Bielefeld, 2026.","ieee":"L. Diel <i>et al.</i>, <i>Circular Skills Guide</i>. Bielefeld, 2026.","apa":"Diel, L., David, F., Kleinhans, S., Kolkmann, B., Meyer, R. O., Penner, A., … Schwenzfeier-Hellkamp, E. (2026). <i>Circular Skills Guide</i>. Bielefeld.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Diel, Leon</span> ; <span style=\"font-variant:small-caps;\">David, Friederike</span> ; <span style=\"font-variant:small-caps;\">Kleinhans, Sarah</span> ; <span style=\"font-variant:small-caps;\">Kolkmann, Beate</span> ; <span style=\"font-variant:small-caps;\">Meyer, Rolf Olaf</span> ; <span style=\"font-variant:small-caps;\">Penner, Anna</span> ; <span style=\"font-variant:small-caps;\">Remberg, Joy</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; u. a.</span>: <i>Circular Skills Guide</i>. Bielefeld, 2026","mla":"Diel, Leon, et al. <i>Circular Skills Guide</i>. 2026.","chicago":"Diel, Leon, Friederike David, Sarah Kleinhans, Beate Kolkmann, Rolf Olaf Meyer, Anna Penner, Joy Remberg, Fabian Schoden, Kerstin Schmidt, and Eva Schwenzfeier-Hellkamp. <i>Circular Skills Guide</i>. Bielefeld, 2026.","bibtex":"@book{Diel_David_Kleinhans_Kolkmann_Meyer_Penner_Remberg_Schoden_Schmidt_Schwenzfeier-Hellkamp_2026, place={Bielefeld}, title={Circular Skills Guide}, author={Diel, Leon and David, Friederike and Kleinhans, Sarah and Kolkmann, Beate and Meyer, Rolf Olaf and Penner, Anna and Remberg, Joy and Schoden, Fabian and Schmidt, Kerstin and Schwenzfeier-Hellkamp, Eva}, year={2026} }"},"place":"Bielefeld","date_created":"2026-07-08T08:25:29Z","oa":"1","status":"public","abstract":[{"text":"Der Circular Skills Guide unterstützt die praxisnahe Vermittlung von Kompetenzen im Bereich Circular Economy. Er bündelt erprobte Qualifizierungsformate und stellt diese als übertragbare Orientierungshilfen und praktische Blaupausen für unterschiedliche Bildungs- und Anwendungskontexte bereit. Anhand konkreter Beispiele werden Lernformate, Methoden und Werkzeuge vorgestellt, die den Aufbau von Circular-Economy-Kompetenzen fördern und flexibel an verschiedene Zielgruppen und Rahmenbedingungen angepasst werden können.\r\nDie Publikation richtet sich an Multiplikator:innen, Unternehmen, Bildungseinrichtungen, Kammern sowie weitere Organisationen, die Qualifizierungsangebote im Bereich Circular Economy gestalten, auswählen oder weiterentwickeln möchten. Sie unterstützt die Entwicklung praxisnaher Bildungsangebote in Schule, Hochschule, beruflicher Bildung und Weiterbildung.\r\nAlle beschriebenen Qualifizierungsformate folgen einem einheitlichen Aufbau. Neben Zielgruppen, Lernzielen sowie geeigneten Methoden und Werkzeugen enthält der Guide Hinweise zur Übertragbarkeit der Formate, Empfehlungen für deren Umsetzung sowie eine grobe Zeitplanung. Dadurch bietet die Publikation eine praxisorientierte Grundlage für die Konzeption und Durchführung von Qualifizierungsmaßnahmen im Kontext der Circular Economy.\r\n","lang":"eng"}],"language":[{"iso":"ger"}],"type":"book","page":"40","urn":"urn:nbn:de:hbz:bi10-70445","_id":"7044","title":"Circular Skills Guide","user_id":"220548","file_date_updated":"2026-07-08T08:17:43Z","year":"2026","publication_status":"published","date_updated":"2026-08-06T06:41:02Z","keyword":["Circular Economy","Kreislaufwirtschaft","Circular Skills","Qualifizierung","Kompetenzentwicklung","Hochschullehre","Nachhaltige Produktentwicklung","Zirkuläre Wertschöpfung","Weiterbildung","Wissenstransfer","Lehr-Lern-Formate","Nachhaltigkeit"],"author":[{"full_name":"Diel, Leon","orcid":"0009-0003-1457-6377","last_name":"Diel","first_name":"Leon","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/220015641","id":"235442"},{"full_name":"David, Friederike","first_name":"Friederike","last_name":"David"},{"full_name":"Kleinhans, Sarah","last_name":"Kleinhans","first_name":"Sarah"},{"full_name":"Kolkmann, Beate","last_name":"Kolkmann","first_name":"Beate"},{"full_name":"Meyer, Rolf Olaf","first_name":"Rolf Olaf","last_name":"Meyer"},{"first_name":"Anna","last_name":"Penner","full_name":"Penner, Anna"},{"id":"250953","full_name":"Remberg, Joy","first_name":"Joy","last_name":"Remberg"},{"last_name":"Schoden","first_name":"Fabian","full_name":"Schoden, Fabian","orcid":"0000-0002-2481-7141","id":"210954","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/220009761"},{"full_name":"Schmidt, Kerstin","first_name":"Kerstin","last_name":"Schmidt"},{"id":"72528","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/220009762","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","full_name":"Schwenzfeier-Hellkamp, Eva","orcid":"0000-0002-3020-1343"}],"department":[{"_id":"103"}],"main_file_link":[{"open_access":"1","url":"https://www.cirqualityowl.de/wp-content/uploads/2026/07/Circular_Skills_Guide_07-2026.pdf"}]},{"status":"public","type":"conference","publication":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Adopting digital twin technologies in small andmedium-sized enterprises (SMEs) is often hinderedby heterogeneous, poorly documented productiondata. Current semantic type detection approachesrequire massive labeled datasets making themimpractical for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based classification with selective largelanguage model (LLM) reasoning formanufacturing-specific data types. The two-stagearchitecture uses rule-based patterns for high-confidence cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within 7 24 percentagepoints of pure LLM classification performancewhile reducing LLM invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework addresses a critical gap: automated,computationally efficient data type recognition formanufacturing SMEs without requiring trainingdata, contributing to automated simulation anddigital twin construction."}],"quality_controlled":"1","citation":{"ama":"Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>","short":"L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2026.","ieee":"L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM approach,” in <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, Magdeburg, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Döring, Lina</span> ; <span style=\"font-variant:small-caps;\">Trojahn, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Smart data adapter: A hybrid pattern-LLM approach. In: <span style=\"font-variant:small-caps;\">Behrendt, F.</span> ; <span style=\"font-variant:small-caps;\">Zadek, H.</span> ; <span style=\"font-variant:small-caps;\">Janmontree, J.</span> ; <span style=\"font-variant:small-caps;\">Trojahn, S.</span> ; <span style=\"font-variant:small-caps;\">Lang, S.</span> (Hrsg.): <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> : Otto von Guericke University Library, Magdeburg, Germany, 2026","apa":"Döring, L., Trojahn, S., &#38; Reusch, P. (2026). Smart data adapter: A hybrid pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &#38; S. Lang (Eds.), <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>","mla":"Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt et al., Otto von Guericke University Library, Magdeburg, Germany, 2026, doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>.","chicago":"Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” In <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt, Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto von Guericke University Library, Magdeburg, Germany, 2026. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>.","bibtex":"@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A hybrid pattern-LLM approach}, DOI={<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>}, booktitle={19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal}, editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn, Sebastian and Lang, SebastianEditors}, year={2026} }"},"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"conference":{"start_date":"2026-06-15","name":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","end_date":"2026-06-16","location":"Magdeburg"},"date_created":"2026-07-16T18:51:32Z","year":"2026","doi":"10.25673/123544","user_id":"220548","main_file_link":[{"url":"https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf"}],"department":[{"_id":"103"}],"author":[{"id":"231689","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189","last_name":"Döring","first_name":"Lina","orcid":"0009-0000-3555-4183","full_name":"Döring, Lina"},{"full_name":"Trojahn, Sebastian","first_name":"Sebastian","last_name":"Trojahn"},{"full_name":"Reusch, Pascal","last_name":"Reusch","first_name":"Pascal","id":"223271"}],"keyword":["Semantic Data Type Detection","DigitalTwin","Manufacturing SMEs","Zero-shot Learning","Hybrid AI","LLM"],"date_updated":"2026-07-20T08:11:01Z","publication_status":"published","publisher":"Otto von Guericke University Library, Magdeburg, Germany","editor":[{"full_name":"Behrendt, Fabian","first_name":"Fabian","last_name":"Behrendt"},{"full_name":"Zadek, Hartmut","last_name":"Zadek","first_name":"Hartmut"},{"full_name":"Janmontree, Jettarat","last_name":"Janmontree","first_name":"Jettarat"},{"full_name":"Trojahn, Sebastian","first_name":"Sebastian","last_name":"Trojahn"},{"last_name":"Lang","first_name":"Sebastian","full_name":"Lang, Sebastian"}],"_id":"7068","title":"Smart data adapter: A hybrid pattern-LLM approach"},{"article_type":"review","citation":{"bibtex":"@article{Kartelmeyer_Ries_2026, title={Neun entscheidende Punkte}, volume={116}, number={2}, journal={Kunststoffe}, publisher={Carl Hanser Verlag}, author={Kartelmeyer, Stephan and Ries, Angela}, year={2026}, pages={20–24} }","chicago":"Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i> 116, no. 2 (2026): 20–24.","mla":"Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i>, vol. 116, no. 2, Carl Hanser Verlag, 2026, pp. 20–24.","apa":"Kartelmeyer, S., &#38; Ries, A. (2026). Neun entscheidende Punkte. <i>Kunststoffe</i>, <i>116</i>(2), 20–24.","alphadin":"<span style=\"font-variant:small-caps;\">Kartelmeyer, Stephan</span> ; <span style=\"font-variant:small-caps;\">Ries, Angela</span>: Neun entscheidende Punkte. In: <i>Kunststoffe</i> Bd. 116, Carl Hanser Verlag (2026), Nr. 2, S. 20–24","ieee":"S. Kartelmeyer and A. Ries, “Neun entscheidende Punkte,” <i>Kunststoffe</i>, vol. 116, no. 2, pp. 20–24, 2026.","short":"S. Kartelmeyer, A. Ries, Kunststoffe 116 (2026) 20–24.","ama":"Kartelmeyer S, Ries A. Neun entscheidende Punkte. <i>Kunststoffe</i>. 2026;116(2):20-24."},"project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}],"date_created":"2026-02-09T16:14:22Z","volume":116,"status":"public","intvolume":"       116","publication":"Kunststoffe","language":[{"iso":"ger"}],"type":"journal_article","abstract":[{"text":"Aspekte wie Nachhaltigkeit und Ressourcenschutz spielen nicht nur aus ökologischen, sondern auch aus ökonomischen Gründen eine zunehmend wichtige Rolle. Dies zeigt sich auch im Produktdesign. Wer heute Produkte entwickelt, sollte direkt den Lebenszyklus, die Chancen zur Verlängerung der Nutzungsphase und das Ende des Produktlebens mitdenken. Dies dürfte mittelfristig zu Wettbewerbsvorteilen führen. Ineinandergreifende Strategien bieten eine ganzheitliche Lösung.","lang":"ger"}],"publisher":"Carl Hanser Verlag","issue":"2","page":"20-24","title":"Neun entscheidende Punkte","_id":"6598","year":"2026","user_id":"71369","department":[{"_id":"103"}],"author":[{"id":"71369","last_name":"Kartelmeyer","first_name":"Stephan","full_name":"Kartelmeyer, Stephan"},{"last_name":"Ries","first_name":"Angela","full_name":"Ries, Angela","id":"243082"}],"keyword":["Kreislaufwirtschaft","Circular Economy","R-Prinzip","Design for R"],"publication_status":"published","date_updated":"2026-07-08T10:54:20Z"},{"oa":"1","status":"public","publication":"Sustainability","language":[{"iso":"eng"}],"type":"journal_article","intvolume":"        18","abstract":[{"lang":"eng","text":"The development of resource-efficient products based on a comprehensive assessment of the R-principles is becoming increasingly important in the context of the Eco-Design Regulation. However, there is no basis for assessing c-Si photovoltaic modules in the context of REpair, REfurbish, and REmanufacture. The aim of this study is therefore to create an assessment basis including a definition framework and a selection of priority parts. The results are a basic functional and structural analysis, an initial catalog of criteria for a semi-quantitative assessment method, and a weighting of priority parts. It becomes clear that individual cells and connection components are particularly relevant for REpair and REfurbish. For REmanufacture, attention should be paid to the entirety of the cells, the frame, and the glass. Overall, a method is created that, in application, lays the foundation for a sustainable product design of photovoltaic modules improved for the circular economy and can be further optimized.              "}],"publication_identifier":{"eissn":["2071-1050"]},"citation":{"bibtex":"@article{Schnatmann_Wulf_Schoden_Schwenzfeier-Hellkamp_2026, title={REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development}, volume={18}, DOI={<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>}, number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2026} }","chicago":"Schnatmann, Anna Katharina, Heike Wulf, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i> 18, no. 11 (2026). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>.","mla":"Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i>, vol. 18, no. 11, 5612, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>.","apa":"Schnatmann, A. K., Wulf, H., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2026). REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>, <i>18</i>(11). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>","alphadin":"<span style=\"font-variant:small-caps;\">Schnatmann, Anna Katharina</span> ; <span style=\"font-variant:small-caps;\">Wulf, Heike</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026), Nr. 11","ieee":"A. K. Schnatmann, H. Wulf, F. Schoden, and E. Schwenzfeier-Hellkamp, “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development,” <i>Sustainability</i>, vol. 18, no. 11, 2026.","short":"A.K. Schnatmann, H. Wulf, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 18 (2026).","ama":"Schnatmann AK, Wulf H, Schoden F, Schwenzfeier-Hellkamp E. REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>. 2026;18(11). doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>"},"quality_controlled":"1","article_type":"original","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"date_created":"2026-07-06T09:22:07Z","volume":18,"user_id":"220548","doi":"10.3390/su18115612","year":"2026","department":[{"_id":"103"}],"main_file_link":[{"open_access":"1","url":"https://www.mdpi.com/2071-1050/18/11/5612"}],"date_updated":"2026-07-07T05:52:44Z","publication_status":"published","author":[{"full_name":"Schnatmann, Anna Katharina","last_name":"Schnatmann","first_name":"Anna Katharina","id":"233154"},{"full_name":"Wulf, Heike","last_name":"Wulf","first_name":"Heike"},{"id":"210954","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886","last_name":"Schoden","first_name":"Fabian","full_name":"Schoden, Fabian","orcid":"0000-0002-2481-7141"},{"last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","orcid":"0000-0002-3020-1343","full_name":"Schwenzfeier-Hellkamp, Eva","id":"72528","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887"}],"keyword":["assessment method","circular economy","c-Si photovoltaics","refurbish","remanufacture","repair","R-principles"],"issue":"11","publisher":"MDPI AG","article_number":"5612","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","short":"CC BY (4.0)"},"_id":"7037","title":"REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development"},{"department":[{"_id":"103"}],"publication_status":"published","date_updated":"2026-06-17T06:25:27Z","author":[{"first_name":"Somayeh","last_name":"Sadeghi-Kohan","full_name":"Sadeghi-Kohan, Somayeh"},{"last_name":"Awais","first_name":"Muhammad","full_name":"Awais, Muhammad"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/217757502","id":"257333","orcid":"0000-0002-1837-2254","full_name":"Ahmed, Qazi Arbab","first_name":"Qazi Arbab","last_name":"Ahmed"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"first_name":"Sybille","last_name":"Hellebrand","full_name":"Hellebrand, Sybille"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217757504","id":"242294","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","last_name":"Jungeblut","first_name":"Thorsten"},{"full_name":"Wunderlich, Hans-Joachim","last_name":"Wunderlich","first_name":"Hans-Joachim"}],"user_id":"220548","corporate_editor":["IEEE"],"year":"2026","doi":"10.1109/DDECS69233.2026.11520985","_id":"6989","title":"Reliability Assessment in Approximate Accelerator Synthesis","page":"1-5","publisher":"IEEE","language":[{"iso":"eng"}],"type":"conference","publication":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","publication_identifier":{"eisbn":["979-8-3315-8229-6"]},"status":"public","conference":{"location":"Bratislava, Slovakia","end_date":"2026-04-29","start_date":"2026-04-27","name":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)"},"date_created":"2026-06-15T20:51:45Z","citation":{"mla":"Sadeghi-Kohan, Somayeh, et al. “Reliability Assessment in Approximate Accelerator Synthesis.” <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, IEEE, 2026, pp. 1–5, doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>.","bibtex":"@inproceedings{Sadeghi-Kohan_Awais_Ahmed_Platzner_Hellebrand_Jungeblut_Wunderlich_2026, title={Reliability Assessment in Approximate Accelerator Synthesis}, DOI={<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>}, booktitle={2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Sadeghi-Kohan, Somayeh and Awais, Muhammad and Ahmed, Qazi Arbab and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim}, editor={IEEEEditor}, year={2026}, pages={1–5} }","chicago":"Sadeghi-Kohan, Somayeh, Muhammad Awais, Qazi Arbab Ahmed, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “Reliability Assessment in Approximate Accelerator Synthesis.” In <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, 1–5. IEEE, 2026. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>.","ama":"Sadeghi-Kohan S, Awais M, Ahmed QA, et al. Reliability Assessment in Approximate Accelerator Synthesis. In: IEEE, ed. <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE; 2026:1-5. doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>","short":"S. Sadeghi-Kohan, M. Awais, Q.A. Ahmed, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: IEEE (Ed.), 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2026, pp. 1–5.","ieee":"S. Sadeghi-Kohan <i>et al.</i>, “Reliability Assessment in Approximate Accelerator Synthesis,” in <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, Bratislava, Slovakia, 2026, pp. 1–5.","alphadin":"<span style=\"font-variant:small-caps;\">Sadeghi-Kohan, Somayeh</span> ; <span style=\"font-variant:small-caps;\">Awais, Muhammad</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Platzner, Marco</span> ; <span style=\"font-variant:small-caps;\">Hellebrand, Sybille</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Hans-Joachim</span>: Reliability Assessment in Approximate Accelerator Synthesis. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> : IEEE, 2026, S. 1–5","apa":"Sadeghi-Kohan, S., Awais, M., Ahmed, Q. A., Platzner, M., Hellebrand, S., Jungeblut, T., &#38; Wunderlich, H.-J. (2026). Reliability Assessment in Approximate Accelerator Synthesis. In IEEE (Ed.), <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> (pp. 1–5). Bratislava, Slovakia: IEEE. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>"}},{"title":"Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder","_id":"6905","user_id":"261203","year":"2026","doi":"10.48550/ARXIV.2605.07458","date_updated":"2026-05-19T11:07:07Z","publication_status":"published","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215091196","id":"255787","full_name":"Balzereit, Kaja","orcid":"0000-0001-9203-5902","first_name":"Kaja","last_name":"Balzereit"},{"full_name":"Mechtenberg, Malte","first_name":"Malte","last_name":"Mechtenberg"},{"first_name":"Axel","last_name":"Schneider","full_name":"Schneider, Axel"}],"department":[{"_id":"103"}],"citation":{"mla":"Balzereit, Kaja, et al. “Estimation of Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.” <i>ArXiv</i>, 2026, doi:<a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">10.48550/ARXIV.2605.07458</a>.","bibtex":"@article{Balzereit_Mechtenberg_Schneider_2026, title={Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">10.48550/ARXIV.2605.07458</a>}, journal={arXiv}, author={Balzereit, Kaja and Mechtenberg, Malte and Schneider, Axel}, year={2026} }","chicago":"Balzereit, Kaja, Malte Mechtenberg, and Axel Schneider. “Estimation of Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.” <i>ArXiv</i>, 2026. <a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">https://doi.org/10.48550/ARXIV.2605.07458</a>.","short":"K. Balzereit, M. Mechtenberg, A. Schneider, ArXiv (2026).","ama":"Balzereit K, Mechtenberg M, Schneider A. Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. <i>arXiv</i>. 2026. doi:<a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">10.48550/ARXIV.2605.07458</a>","apa":"Balzereit, K., Mechtenberg, M., &#38; Schneider, A. (2026). Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. <i>ArXiv</i>. <a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">https://doi.org/10.48550/ARXIV.2605.07458</a>","alphadin":"<span style=\"font-variant:small-caps;\">Balzereit, Kaja</span> ; <span style=\"font-variant:small-caps;\">Mechtenberg, Malte</span> ; <span style=\"font-variant:small-caps;\">Schneider, Axel</span>: Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. In: <i>arXiv</i> (2026)","ieee":"K. Balzereit, M. Mechtenberg, and A. Schneider, “Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder,” <i>arXiv</i>, 2026."},"date_created":"2026-05-18T14:04:15Z","status":"public","type":"journal_article","language":[{"iso":"eng"}],"publication":"arXiv"},{"has_accepted_license":"1","file":[{"file_name":"ORCA_Magazin_1_2026.pdf","file_size":13035587,"creator":"fschoden","relation":"main_file","date_created":"2026-05-08T13:56:37Z","file_id":"6894","success":1,"access_level":"open_access","content_type":"application/pdf","date_updated":"2026-05-08T13:56:37Z"}],"citation":{"short":"F. Schoden, KI in Prüfungen: Kontrollverlust Oder Chance?, 2026.","ama":"Schoden F. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i>; 2026:S. 18-19.","alphadin":"<span style=\"font-variant:small-caps;\">Schoden, Fabian</span>: <i>KI in Prüfungen: Kontrollverlust oder Chance?</i>, <i>ORCA.nrw-Magazin</i>, 2026","apa":"Schoden, F. (2026). <i>KI in Prüfungen: Kontrollverlust oder Chance?</i> (p. S. 18-19).","ieee":"F. Schoden, <i>KI in Prüfungen: Kontrollverlust oder Chance?</i> 2026, p. S. 18-19.","mla":"Schoden, Fabian. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i> 2026, p. S. 18-19.","chicago":"Schoden, Fabian. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i> ORCA.Nrw-Magazin, 2026.","bibtex":"@book{Schoden_2026, series={ORCA.nrw-Magazin}, title={KI in Prüfungen: Kontrollverlust oder Chance?}, author={Schoden, Fabian}, year={2026}, pages={S. 18-19}, collection={ORCA.nrw-Magazin} }"},"alternative_title":["\"Prüfungen müssen weiterentwickelt werden\""],"date_created":"2026-05-08T13:56:54Z","oa":"1","status":"public","language":[{"iso":"eng"}],"type":"working_paper","page":"S. 18-19","urn":"urn:nbn:de:hbz:bi10-68930","title":"KI in Prüfungen: Kontrollverlust oder Chance?","_id":"6893","file_date_updated":"2026-05-08T13:56:37Z","user_id":"220548","series_title":"ORCA.nrw-Magazin","year":"2026","date_updated":"2026-05-11T11:59:54Z","author":[{"last_name":"Schoden","first_name":"Fabian","full_name":"Schoden, Fabian","orcid":"0000-0002-2481-7141","id":"210954","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/214084601"}],"department":[{"_id":"103"}],"main_file_link":[{"url":"https://www.orca.nrw/orca-nrw-magazin-ki-in-der-hochschullehre/"}]},{"status":"public","oa":"1","abstract":[{"text":"Die Entwicklung und Implementierung von Circular-Economy-Prozessen (CE) in Unternehmen\r\ngewinnen zunehmend an Relevanz für operative und strategische Aufgaben der Organisationsentwicklung; nicht zuletzt aufgrund des Klimawandels und der Berichtspflichten nach Corporate Sustainability Reporting Directive (CSRD), die Unternehmen zu einem langfristigen und\r\nnachhaltigen Handeln verpflichten.\r\nSomit sind Kompetenzen und Qualifizierungsbedarfe bereits jetzt und auch in Zukunft relevant.\r\nBei der Umsetzung von CE- und Nachhaltigkeitsmaßnahmen sowie der Transformation hin zu\r\neiner Kreislaufwirtschaft ist die Qualifizierung im Bereich Circular Economy ein wichtiger Faktor.\r\nIm Rahmen des Aktionsfelds „Qualifizierung“ identifiziert das Transformationsprojekt\r\n„CirQualityOWL plus“ relevante Qualifizierungsbedarfe durch Interviews in Unternehmen ausgewählter Branchen sowie mit Hochschullehrenden. Auf Basis dieser Ergebnisse werden Handlungsempfehlungen für Unternehmen, Hochschulen und CE-interessierte Fach- und Führungskräfte abgeleitet.\r\nDie Kompetenzen und die Kompetenzentwicklung der Beschäftigten von heute und morgen sind\r\nein wesentlicher Erfolgsfaktor für die Implementierung von CE-Strategien. Gegenstand der Befragungen war deshalb die Frage nach den Qualifizierungsbedarfen künftiger Fach- und Führungskräfte hinsichtlich CE und CE-Prozessen in verschiedenen Branchen in Ostwestfalen-Lippe\r\n(OWL). Besonders im Fokus stehen die Branchen Maschinenbau, Kunststoffe, Lebensmittel sowie Gesundheit. Die Analyse basiert auf qualitativen, leitfadengestützten Interviews und fokussiert Gemeinsamkeiten und Unterschiede bei der Wahrnehmung, Umsetzung und den benötigten\r\nKompetenzen bezüglich CE.\r\nDie Kernbotschaft: CE wird zunehmend als unternehmerisches Handlungsfeld mit wirtschaftlicher\r\nNotwendigkeit und wirtschaftlichem Nutzen gesehen. Die Ergebnisse der Befragungen verdeutlichen, dass es Spezialist:innen mit interdisziplinären Kenntnissen im Bereich der CE erfordert.\r\nViele Unternehmen stehen noch am Anfang der CE-Transformation und suchen aktiv nach strukturierten Angeboten der Qualifizierung.\r\nAbschließend werden strategische Handlungsempfehlungen aus den Ergebnissen der Interviews\r\nabgeleitet, um die Qualifizierung von Mitarbeitenden für CE in Unternehmen und Bildungseinrichtungen gezielt zu verbessern und damit den Übergang zu einer Circular Economy nachhaltig zu\r\nfördern. An Hochschulen wird vor allem eine breit gefächerte Integration von CE-Inhalten in bestehende Studiengänge gefordert, nicht jedoch die Einführung eines zusätzlichen spezifischen\r\nCE-Studiengangs.","lang":"eng"}],"language":[{"iso":"ger"}],"type":"working_paper","has_accepted_license":"1","file":[{"file_id":"7041","date_created":"2026-07-08T07:47:26Z","creator":"ldiel","file_size":1767147,"file_name":"CirQualityOWL-plus-Ergebnisbericht-Qualifizierung-2025.pdf","relation":"main_file","access_level":"open_access","date_updated":"2026-07-08T07:47:26Z","content_type":"application/pdf","success":1}],"place":"Bielefeld","citation":{"apa":"Diel, L., Diestelhorst, E., Kleinhans, S., Kolkmann, B., Meyer, R. O., Penner, A., &#38; Schwenzfeier-Hellkamp, E. (2025). <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld.","alphadin":"<span style=\"font-variant:small-caps;\">Diel, Leon</span> ; <span style=\"font-variant:small-caps;\">Diestelhorst, Elise</span> ; <span style=\"font-variant:small-caps;\">Kleinhans, Sarah</span> ; <span style=\"font-variant:small-caps;\">Kolkmann, Beate</span> ; <span style=\"font-variant:small-caps;\">Meyer, Rolf Olaf</span> ; <span style=\"font-variant:small-caps;\">Penner, Anna</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld, 2025","ieee":"L. Diel <i>et al.</i>, <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld, 2025.","short":"L. Diel, E. Diestelhorst, S. Kleinhans, B. Kolkmann, R.O. Meyer, A. Penner, E. Schwenzfeier-Hellkamp, Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL, Bielefeld, 2025.","ama":"Diel L, Diestelhorst E, Kleinhans S, et al. <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld; 2025.","chicago":"Diel, Leon, Elise Diestelhorst, Sarah Kleinhans, Beate Kolkmann, Rolf Olaf Meyer, Anna Penner, and Eva Schwenzfeier-Hellkamp. <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld, 2025.","bibtex":"@book{Diel_Diestelhorst_Kleinhans_Kolkmann_Meyer_Penner_Schwenzfeier-Hellkamp_2025, place={Bielefeld}, title={Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL}, author={Diel, Leon and Diestelhorst, Elise and Kleinhans, Sarah and Kolkmann, Beate and Meyer, Rolf Olaf and Penner, Anna and Schwenzfeier-Hellkamp, Eva}, year={2025} }","mla":"Diel, Leon, et al. <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. 2025."},"date_created":"2026-07-08T07:49:38Z","year":"2025","file_date_updated":"2026-07-08T07:47:26Z","user_id":"220548","author":[{"id":"235442","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/220005891","first_name":"Leon","last_name":"Diel","orcid":"0009-0003-1457-6377","full_name":"Diel, Leon"},{"first_name":"Elise","last_name":"Diestelhorst","full_name":"Diestelhorst, Elise"},{"full_name":"Kleinhans, Sarah","first_name":"Sarah","last_name":"Kleinhans"},{"last_name":"Kolkmann","first_name":"Beate","full_name":"Kolkmann, Beate"},{"full_name":"Meyer, Rolf Olaf","first_name":"Rolf Olaf","last_name":"Meyer"},{"last_name":"Penner","first_name":"Anna","full_name":"Penner, Anna"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/220005892","id":"72528","orcid":"0000-0002-3020-1343","full_name":"Schwenzfeier-Hellkamp, Eva","first_name":"Eva","last_name":"Schwenzfeier-Hellkamp"}],"keyword":["Circular Economy","zirkuläre Wertschöpfung","Qualifizierung","OstwestfalenLippe","Kompetenzentwicklung","Weiterbildung","Fachkräfte","Führungskräfte","Hochschule","Branchenvergleich"],"date_updated":"2026-08-06T06:41:14Z","publication_status":"published","main_file_link":[{"open_access":"1","url":"https://www.cirqualityowl.de/wp-content/uploads/2025/12/CirQualityOWL-plus-Ergebnisbericht-Qualifizierung-2025.pdf?download=1"}],"department":[{"_id":"103"}],"urn":"urn:nbn:de:hbz:bi10-70401","page":"21","_id":"7040","title":"Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL"},{"publisher":"Verlag Orthopädie-Technik","issue":"11","page":"68 - 73","title":"Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung","_id":"6297","year":"2025","user_id":"220548","main_file_link":[{"url":"https://360-ot.de/sensorintegration-in-orthesen-zur-versorgung-des-diabetischen-fusssyndroms-eine-technische-betrachtung/"}],"department":[{"_id":"103"}],"author":[{"id":"239593","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-3257-3877/work/197742772","first_name":"Vincent","last_name":"Katter","full_name":"Katter, Vincent","orcid":"0009-0002-3257-3877"},{"id":"252602","last_name":"Huperz","first_name":"Carolin","full_name":"Huperz, Carolin"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/197573931","id":"226669","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase"},{"first_name":"J.","last_name":"Bartsch","full_name":"Bartsch, J."},{"orcid":"0009-0005-9808-0858","full_name":"Özlü, Ismail","first_name":"Ismail","last_name":"Özlü","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220971640","id":"247205"},{"first_name":"M","last_name":"Regier","full_name":"Regier, M"},{"last_name":"Amelung","first_name":"R.I.","full_name":"Amelung, R.I."},{"last_name":"Klemme","first_name":"B.","full_name":"Klemme, B."}],"keyword":["Diabetisches Fußsyndrom (DFS)","Smarte Orthese","Plantardruckmessung","Anomalieerkennung","Künstliche Intelligenz"],"publication_status":"published","date_updated":"2026-07-17T07:52:46Z","quality_controlled":"1","alternative_title":["Sensor Integration in Orthoses for the Treatment of Diabetic Foot Syndrome: a Technical Consideration"],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Katter, Vincent</span> ; <span style=\"font-variant:small-caps;\">Huperz, Carolin</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Bartsch, J.</span> ; <span style=\"font-variant:small-caps;\">Özlü, Ismail</span> ; <span style=\"font-variant:small-caps;\">Regier, M</span> ; <span style=\"font-variant:small-caps;\">Amelung, R.I.</span> ; <span style=\"font-variant:small-caps;\">Klemme, B.</span>: Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung. 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