[{"abstract":[{"lang":"eng","text":"<jats:p>In the engineering of complex technical systems, Systems Engineering (SE) is a key approach that is becoming increasingly relevant in more and more industries due to the ever-increasing complexity of systems. Over the decades of practical application and research, various specializations and forms of the Systems Engineering approach have developed, but there has so far been a lack of an overarching context and positioning in meaningful stages for the introduction of Systems Engineering in companies. For this reason, this research will systematize common Systems Engineering approaches and bring them together in a stage model for Systems Engineering. Based on a systematic literature review, use cases are identified for each approach and stage, which support companies in selecting an approach suitable for their own organization.</jats:p>"}],"publication":"Systems","keyword":["Systems Engineering Transformation","maturity","Systems Engineering stages","approaches","SE"],"language":[{"iso":"eng"}],"year":"2025","quality_controlled":"1","issue":"1","title":"Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches","publisher":"MDPI AG","date_created":"2025-01-17T09:17:15Z","status":"public","type":"journal_article","article_number":"53","article_type":"original","_id":"58236","user_id":"52359","department":[{"_id":"152"}],"citation":{"ama":"Gräßler I, Grewe B. Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches. <i>Systems</i>. 2025;13(1). doi:<a href=\"https://doi.org/10.3390/systems13010053\">10.3390/systems13010053</a>","ieee":"I. Gräßler and B. Grewe, “Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches,” <i>Systems</i>, vol. 13, no. 1, Art. no. 53, 2025, doi: <a href=\"https://doi.org/10.3390/systems13010053\">10.3390/systems13010053</a>.","chicago":"Gräßler, Iris, and Benedikt Grewe. “Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches.” <i>Systems</i> 13, no. 1 (2025). <a href=\"https://doi.org/10.3390/systems13010053\">https://doi.org/10.3390/systems13010053</a>.","apa":"Gräßler, I., &#38; Grewe, B. (2025). Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches. <i>Systems</i>, <i>13</i>(1), Article 53. <a href=\"https://doi.org/10.3390/systems13010053\">https://doi.org/10.3390/systems13010053</a>","bibtex":"@article{Gräßler_Grewe_2025, title={Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches}, volume={13}, DOI={<a href=\"https://doi.org/10.3390/systems13010053\">10.3390/systems13010053</a>}, number={153}, journal={Systems}, publisher={MDPI AG}, author={Gräßler, Iris and Grewe, Benedikt}, year={2025} }","short":"I. Gräßler, B. Grewe, Systems 13 (2025).","mla":"Gräßler, Iris, and Benedikt Grewe. “Stages of Systems Engineering: An Analysis and Characterization of Systems Engineering Approaches.” <i>Systems</i>, vol. 13, no. 1, 53, MDPI AG, 2025, doi:<a href=\"https://doi.org/10.3390/systems13010053\">10.3390/systems13010053</a>."},"intvolume":"        13","publication_status":"published","publication_identifier":{"issn":["2079-8954"]},"main_file_link":[{"url":"https://www.mdpi.com/2079-8954/13/1/53"}],"doi":"10.3390/systems13010053","date_updated":"2025-11-11T06:11:22Z","author":[{"last_name":"Gräßler","orcid":"0000-0001-5765-971X","id":"47565","full_name":"Gräßler, Iris","first_name":"Iris"},{"first_name":"Benedikt","id":"52359","full_name":"Grewe, Benedikt","last_name":"Grewe"}],"volume":13},{"date_created":"2025-11-11T11:43:20Z","author":[{"last_name":"Kuhlmann","id":"49871","full_name":"Kuhlmann, Michael","first_name":"Michael"},{"first_name":"Fritz","full_name":"Seebauer, Fritz","last_name":"Seebauer"},{"first_name":"Petra","full_name":"Wagner, Petra","id":"74505","last_name":"Wagner"},{"full_name":"Häb-Umbach, Reinhold","id":"242","last_name":"Häb-Umbach","first_name":"Reinhold"}],"date_updated":"2025-11-11T11:45:12Z","publisher":"ISCA","doi":"10.21437/interspeech.2025-2190","title":"Towards Frame-level Quality Predictions of Synthetic Speech","publication_status":"published","citation":{"short":"M. Kuhlmann, F. Seebauer, P. Wagner, R. Häb-Umbach, in: Interspeech 2025, ISCA, 2025.","mla":"Kuhlmann, Michael, et al. “Towards Frame-Level Quality Predictions of Synthetic Speech.” <i>Interspeech 2025</i>, ISCA, 2025, doi:<a href=\"https://doi.org/10.21437/interspeech.2025-2190\">10.21437/interspeech.2025-2190</a>.","bibtex":"@inproceedings{Kuhlmann_Seebauer_Wagner_Häb-Umbach_2025, title={Towards Frame-level Quality Predictions of Synthetic Speech}, DOI={<a href=\"https://doi.org/10.21437/interspeech.2025-2190\">10.21437/interspeech.2025-2190</a>}, booktitle={Interspeech 2025}, publisher={ISCA}, author={Kuhlmann, Michael and Seebauer, Fritz and Wagner, Petra and Häb-Umbach, Reinhold}, year={2025} }","apa":"Kuhlmann, M., Seebauer, F., Wagner, P., &#38; Häb-Umbach, R. (2025). Towards Frame-level Quality Predictions of Synthetic Speech. <i>Interspeech 2025</i>. <a href=\"https://doi.org/10.21437/interspeech.2025-2190\">https://doi.org/10.21437/interspeech.2025-2190</a>","chicago":"Kuhlmann, Michael, Fritz Seebauer, Petra Wagner, and Reinhold Häb-Umbach. “Towards Frame-Level Quality Predictions of Synthetic Speech.” In <i>Interspeech 2025</i>. ISCA, 2025. <a href=\"https://doi.org/10.21437/interspeech.2025-2190\">https://doi.org/10.21437/interspeech.2025-2190</a>.","ieee":"M. Kuhlmann, F. Seebauer, P. Wagner, and R. Häb-Umbach, “Towards Frame-level Quality Predictions of Synthetic Speech,” 2025, doi: <a href=\"https://doi.org/10.21437/interspeech.2025-2190\">10.21437/interspeech.2025-2190</a>.","ama":"Kuhlmann M, Seebauer F, Wagner P, Häb-Umbach R. Towards Frame-level Quality Predictions of Synthetic Speech. In: <i>Interspeech 2025</i>. ISCA; 2025. doi:<a href=\"https://doi.org/10.21437/interspeech.2025-2190\">10.21437/interspeech.2025-2190</a>"},"year":"2025","user_id":"49871","department":[{"_id":"54"}],"_id":"62164","language":[{"iso":"eng"}],"type":"conference","publication":"Interspeech 2025","status":"public"},{"page":"247","citation":{"chicago":"Lange, Sven. <i>Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme</i>. Paderborn: Universitätsbibliothek Paderborn, 2025. <a href=\"https://doi.org/10.17619/UNIPB/1-2436\">https://doi.org/10.17619/UNIPB/1-2436</a>.","ieee":"S. Lange, <i>Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme</i>. Paderborn: Universitätsbibliothek Paderborn, 2025.","ama":"Lange S. <i>Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme</i>. Universitätsbibliothek Paderborn; 2025. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2436\">10.17619/UNIPB/1-2436</a>","apa":"Lange, S. (2025). <i>Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme</i>. Universitätsbibliothek Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-2436\">https://doi.org/10.17619/UNIPB/1-2436</a>","short":"S. Lange, Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme, Universitätsbibliothek Paderborn, Paderborn, 2025.","bibtex":"@book{Lange_2025, place={Paderborn}, title={Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-2436\">10.17619/UNIPB/1-2436</a>}, publisher={Universitätsbibliothek Paderborn}, author={Lange, Sven}, year={2025} }","mla":"Lange, Sven. <i>Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme</i>. Universitätsbibliothek Paderborn, 2025, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2436\">10.17619/UNIPB/1-2436</a>."},"place":"Paderborn","year":"2025","publication_status":"published","doi":"10.17619/UNIPB/1-2436","main_file_link":[{"url":"https://digital.ub.uni-paderborn.de/hs/content/titleinfo/8122147","open_access":"1"}],"title":"Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme","supervisor":[{"first_name":"Jens","last_name":"Förstner","orcid":"0000-0001-7059-9862","full_name":"Förstner, Jens","id":"158"},{"last_name":"Stiemer","full_name":"Stiemer, Marcus","first_name":"Marcus"}],"date_created":"2025-11-12T10:06:39Z","author":[{"first_name":"Sven","last_name":"Lange","orcid":"0009-0007-9150-2266 ","id":"38240","full_name":"Lange, Sven"}],"oa":"1","publisher":"Universitätsbibliothek Paderborn","date_updated":"2025-11-12T10:15:29Z","status":"public","abstract":[{"text":"Diese Dissertation befasst sich mit der Entwicklung eines induktiv-basierten Lokalisierungsverfahrens mittels planarer Spulen, das auf magnetischer Kopplung beruht. Grundlage ist die elektromagnetische Induktion, bei der sich die entstehende Spannung proportional zur Gegeninduktivität verhält. Das Verfahren arbeitet im physikalischen Nahfeld und im Frequenzbereich von einigen kHz bis MHz, um eine effiziente Kopplung ohne Ausbreitung elektromagnetischer Wellen zu gewährleisten. Im Vergleich zu etablierten Verfahren wie GPS oder Ultraschall zeigt die induktive Ortung Vorteile bei kurzer Reichweite, insbesondere durch hohe Genauigkeit im Zentimeterbereich und geringe Materialabhängigkeit. Zudem lässt sie sich in bestehende Technologien wie bei der drahtlosen Energieübertragung integrieren und durch Sensorfusion mit anderen Verfahren kombinieren. Zur Modellierung und Optimierung werden physikalische Eigenschaften von planaren Spulen und EM-Feldern analysiert und elektrische Ersatzschaltbilder eingesetzt. Die geometriebasierte Berechnung der Gegeninduktivität ermöglicht die Entwicklung und Bewertung geeigneter Ortungsalgorithmen. Stochastische Filterverfahren verbessern zusätzlich die Robustheit gegenüber Umgebungseinflüssen. Abschließend wird eine modulare Simulationsplattform vorgestellt, die als Grundlage für die Generierung von Trainingsdaten sowie zur Weiterentwicklung von Mess-, Ortungs- und Filtermethoden dient.","lang":"eng"},{"text":"This dissertation addresses the development of an inductively based localization method using planar coils, which relies on magnetic coupling. The underlying principle is electromagnetic induction, where the resulting voltage is proportional to the mutual inductance. The method operates in the physical near field and within a frequency range from a few kHz to MHz, ensuring efficient coupling without the propagation of electromagnetic waves. Compared to established methods such as GPS or ultrasound, inductive localization offers advantages at short range—particularly high accuracy in the centimeter range and low dependency on surrounding materials. Additionally, it can be integrated into existing technologies, such as wireless power transfer systems, and combined with other methods through sensor fusion. To support modeling and optimization, the physical properties of planar coils and electromagnetic fields are analyzed, and equivalent electrical circuit models are used. Geometry-based calculations of mutual inductance enable the development and evaluation of suitable localization algorithms. Stochastic filtering methods further enhance robustness against environmental influences. Finally, a modular simulation platform is presented, which serves as a foundation for generating training data as well as for the further development of measurement, localization, and filtering methods.","lang":"eng"}],"type":"dissertation","language":[{"iso":"ger"}],"department":[{"_id":"59"},{"_id":"61"},{"_id":"485"}],"user_id":"38240","_id":"62167"},{"user_id":"107109","department":[{"_id":"43"},{"_id":"157"}],"project":[{"_id":"130","name":"TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen Prozessketten"},{"_id":"132","name":"TRR 285 - Project Area B"},{"name":"TRR 285 - Subproject B01","_id":"140"},{"_id":"144","name":"TRR 285 - Subproject B05"}],"_id":"61524","language":[{"iso":"eng"}],"type":"journal_article","publication":"Journal of Manufacturing Processes","status":"public","author":[{"first_name":"Jonathan-Markus","last_name":"Einwag","full_name":"Einwag, Jonathan-Markus"},{"last_name":"Steinfelder","full_name":"Steinfelder, Christian","first_name":"Christian"},{"full_name":"Wartzack, Sandro","last_name":"Wartzack","first_name":"Sandro"},{"first_name":"Alexander","full_name":"Brosius, Alexander","last_name":"Brosius"},{"full_name":"Goetz, Stefan","last_name":"Goetz","first_name":"Stefan"}],"date_created":"2025-10-06T07:37:24Z","volume":154,"date_updated":"2025-11-12T08:35:35Z","publisher":"Elsevier BV","doi":"10.1016/j.jmapro.2025.09.059","title":"From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties","publication_status":"published","publication_identifier":{"issn":["1526-6125"]},"citation":{"apa":"Einwag, J.-M., Steinfelder, C., Wartzack, S., Brosius, A., &#38; Goetz, S. (2025). From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties. <i>Journal of Manufacturing Processes</i>, <i>154</i>, 179–191. <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">https://doi.org/10.1016/j.jmapro.2025.09.059</a>","short":"J.-M. Einwag, C. Steinfelder, S. Wartzack, A. Brosius, S. Goetz, Journal of Manufacturing Processes 154 (2025) 179–191.","bibtex":"@article{Einwag_Steinfelder_Wartzack_Brosius_Goetz_2025, title={From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties}, volume={154}, DOI={<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>}, journal={Journal of Manufacturing Processes}, publisher={Elsevier BV}, author={Einwag, Jonathan-Markus and Steinfelder, Christian and Wartzack, Sandro and Brosius, Alexander and Goetz, Stefan}, year={2025}, pages={179–191} }","mla":"Einwag, Jonathan-Markus, et al. “From Simulation to Metamodel to Experiment: Evaluating the Prediction Accuracy of Polynomial Regression Models for Clinch Joint Properties.” <i>Journal of Manufacturing Processes</i>, vol. 154, Elsevier BV, 2025, pp. 179–91, doi:<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>.","ama":"Einwag J-M, Steinfelder C, Wartzack S, Brosius A, Goetz S. From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties. <i>Journal of Manufacturing Processes</i>. 2025;154:179-191. doi:<a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>","ieee":"J.-M. Einwag, C. Steinfelder, S. Wartzack, A. Brosius, and S. Goetz, “From simulation to metamodel to experiment: Evaluating the prediction accuracy of polynomial regression models for clinch joint properties,” <i>Journal of Manufacturing Processes</i>, vol. 154, pp. 179–191, 2025, doi: <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">10.1016/j.jmapro.2025.09.059</a>.","chicago":"Einwag, Jonathan-Markus, Christian Steinfelder, Sandro Wartzack, Alexander Brosius, and Stefan Goetz. “From Simulation to Metamodel to Experiment: Evaluating the Prediction Accuracy of Polynomial Regression Models for Clinch Joint Properties.” <i>Journal of Manufacturing Processes</i> 154 (2025): 179–91. <a href=\"https://doi.org/10.1016/j.jmapro.2025.09.059\">https://doi.org/10.1016/j.jmapro.2025.09.059</a>."},"page":"179-191","intvolume":"       154","year":"2025"},{"department":[{"_id":"9"},{"_id":"158"},{"_id":"321"}],"user_id":"48411","_id":"62166","language":[{"iso":"eng"}],"article_number":"131758","publication":"Materials Chemistry and Physics","type":"journal_article","status":"public","volume":349,"date_created":"2025-11-12T07:33:04Z","author":[{"first_name":"Tim","last_name":"Prüßner","full_name":"Prüßner, Tim"},{"first_name":"Kay-Peter","id":"48411","full_name":"Hoyer, Kay-Peter","last_name":"Hoyer"},{"first_name":"Nadine","last_name":"Buitkamp","full_name":"Buitkamp, Nadine","id":"1449"},{"first_name":"Pascal","full_name":"Vieth, Pascal","last_name":"Vieth"},{"first_name":"Guido","id":"194","full_name":"Grundmeier, Guido","last_name":"Grundmeier"}],"publisher":"Elsevier BV","date_updated":"2025-11-12T07:34:26Z","doi":"10.1016/j.matchemphys.2025.131758","title":"Surface functionalisation of additively manufactured AlSi10Mg by organophosphonic acid and PDMS grafting","quality_controlled":"1","publication_identifier":{"issn":["0254-0584"]},"publication_status":"published","intvolume":"       349","citation":{"apa":"Prüßner, T., Hoyer, K.-P., Buitkamp, N., Vieth, P., &#38; Grundmeier, G. (2025). Surface functionalisation of additively manufactured AlSi10Mg by organophosphonic acid and PDMS grafting. <i>Materials Chemistry and Physics</i>, <i>349</i>, Article 131758. <a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">https://doi.org/10.1016/j.matchemphys.2025.131758</a>","bibtex":"@article{Prüßner_Hoyer_Buitkamp_Vieth_Grundmeier_2025, title={Surface functionalisation of additively manufactured AlSi10Mg by organophosphonic acid and PDMS grafting}, volume={349}, DOI={<a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">10.1016/j.matchemphys.2025.131758</a>}, number={131758}, journal={Materials Chemistry and Physics}, publisher={Elsevier BV}, author={Prüßner, Tim and Hoyer, Kay-Peter and Buitkamp, Nadine and Vieth, Pascal and Grundmeier, Guido}, year={2025} }","mla":"Prüßner, Tim, et al. “Surface Functionalisation of Additively Manufactured AlSi10Mg by Organophosphonic Acid and PDMS Grafting.” <i>Materials Chemistry and Physics</i>, vol. 349, 131758, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">10.1016/j.matchemphys.2025.131758</a>.","short":"T. Prüßner, K.-P. Hoyer, N. Buitkamp, P. Vieth, G. Grundmeier, Materials Chemistry and Physics 349 (2025).","ama":"Prüßner T, Hoyer K-P, Buitkamp N, Vieth P, Grundmeier G. Surface functionalisation of additively manufactured AlSi10Mg by organophosphonic acid and PDMS grafting. <i>Materials Chemistry and Physics</i>. 2025;349. doi:<a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">10.1016/j.matchemphys.2025.131758</a>","chicago":"Prüßner, Tim, Kay-Peter Hoyer, Nadine Buitkamp, Pascal Vieth, and Guido Grundmeier. “Surface Functionalisation of Additively Manufactured AlSi10Mg by Organophosphonic Acid and PDMS Grafting.” <i>Materials Chemistry and Physics</i> 349 (2025). <a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">https://doi.org/10.1016/j.matchemphys.2025.131758</a>.","ieee":"T. Prüßner, K.-P. Hoyer, N. Buitkamp, P. Vieth, and G. Grundmeier, “Surface functionalisation of additively manufactured AlSi10Mg by organophosphonic acid and PDMS grafting,” <i>Materials Chemistry and Physics</i>, vol. 349, Art. no. 131758, 2025, doi: <a href=\"https://doi.org/10.1016/j.matchemphys.2025.131758\">10.1016/j.matchemphys.2025.131758</a>."},"year":"2025"},{"publication_status":"accepted","citation":{"bibtex":"@inbook{Varga, place={Weinheim}, series={in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität.}, title={Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. }, booktitle={Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.}, publisher={Beltz Juventa}, author={Varga, Eva}, editor={Günesli, Habib and Albers, Timm and Mombeck, Mona M. and Jesuthasan, Jonitta}, pages={239–248}, collection={in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität.} }","short":"E. Varga, in: H. Günesli, T. Albers, M.M. Mombeck, J. Jesuthasan (Eds.), Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung., Beltz Juventa, Weinheim, n.d., pp. 239–248.","mla":"Varga, Eva. “Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. .” <i>Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.</i>, edited by Habib Günesli et al., Beltz Juventa, pp. 239–48.","apa":"Varga, E. (n.d.). Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. . In H. Günesli, T. Albers, M. M. Mombeck, &#38; J. Jesuthasan (Eds.), <i>Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.</i> (pp. 239–248). Beltz Juventa.","chicago":"Varga, Eva. “Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. .” In <i>Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.</i>, edited by Habib Günesli, Timm Albers, Mona M. Mombeck, and Jonitta Jesuthasan, 239–48. in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität. Weinheim: Beltz Juventa, n.d.","ieee":"E. Varga, “Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. ,” in <i>Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.</i>, H. Günesli, T. Albers, M. M. Mombeck, and J. Jesuthasan, Eds. Weinheim: Beltz Juventa, pp. 239–248.","ama":"Varga E. Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. . In: Günesli H, Albers T, Mombeck MM, Jesuthasan J, eds. <i>Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.</i> in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität. Beltz Juventa; :239-248."},"page":"239-248","place":"Weinheim","year":"2025","author":[{"first_name":"Eva","last_name":"Varga","full_name":"Varga, Eva","id":"100257"}],"date_created":"2024-06-14T15:36:56Z","date_updated":"2025-11-13T09:26:25Z","publisher":"Beltz Juventa","title":"Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. ","type":"book_chapter","publication":"Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.","status":"public","editor":[{"first_name":"Habib","full_name":"Günesli, Habib","last_name":"Günesli"},{"full_name":"Albers, Timm","last_name":"Albers","first_name":"Timm"},{"last_name":"Mombeck","full_name":"Mombeck, Mona M.","first_name":"Mona M."},{"full_name":"Jesuthasan, Jonitta","last_name":"Jesuthasan","first_name":"Jonitta"}],"series_title":"in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität.","user_id":"100257","_id":"54774","language":[{"iso":"ger"}]},{"editor":[{"first_name":"Juliana","full_name":"Schlicht, Juliana","last_name":"Schlicht"},{"last_name":"Schwehm","full_name":"Schwehm, Franziska","first_name":"Franziska"},{"full_name":"Kaiser, Sophie","last_name":"Kaiser","first_name":"Sophie"}],"status":"public","type":"book_chapter","publication":"Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung","language":[{"iso":"ger"}],"_id":"62168","user_id":"64862","department":[{"_id":"816"},{"_id":"681"}],"year":"2025","citation":{"bibtex":"@inbook{Schlömer_Kiepe_2025, title={Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE}, DOI={<a href=\"https://doi.org/10.3278/9783763977390\">10.3278/9783763977390</a>}, booktitle={Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung}, author={Schlömer, Tobias and Kiepe, Karina}, editor={Schlicht, Juliana and Schwehm, Franziska and Kaiser, Sophie}, year={2025}, pages={299–314} }","short":"T. Schlömer, K. Kiepe, in: J. Schlicht, F. Schwehm, S. Kaiser (Eds.), Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung, 2025, pp. 299–314.","mla":"Schlömer, Tobias, and Karina Kiepe. “Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE.” <i>Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung</i>, edited by Juliana Schlicht et al., 2025, pp. 299–314, doi:<a href=\"https://doi.org/10.3278/9783763977390\">10.3278/9783763977390</a>.","apa":"Schlömer, T., &#38; Kiepe, K. (2025). Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE. In J. Schlicht, F. Schwehm, &#38; S. Kaiser (Eds.), <i>Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung</i> (pp. 299–314). <a href=\"https://doi.org/10.3278/9783763977390\">https://doi.org/10.3278/9783763977390</a>","ama":"Schlömer T, Kiepe K. Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE. In: Schlicht J, Schwehm F, Kaiser S, eds. <i>Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung</i>. ; 2025:299-314. doi:<a href=\"https://doi.org/10.3278/9783763977390\">10.3278/9783763977390</a>","ieee":"T. Schlömer and K. Kiepe, “Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE,” in <i>Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung</i>, J. Schlicht, F. Schwehm, and S. Kaiser, Eds. 2025, pp. 299–314.","chicago":"Schlömer, Tobias, and Karina Kiepe. “Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE.” In <i>Innovation für Nachhaltigkeit durch berufs- und wirtschaftspädagogische Forschung</i>, edited by Juliana Schlicht, Franziska Schwehm, and Sophie Kaiser, 299–314, 2025. <a href=\"https://doi.org/10.3278/9783763977390\">https://doi.org/10.3278/9783763977390</a>."},"page":"299-314","publication_status":"published","publication_identifier":{"isbn":["978-3-7639-7739-0"]},"title":"Innovation Hubs und ihre Lernpotenziale für Auszubildende im Rahmen von BBNE","main_file_link":[{"open_access":"1"}],"doi":"10.3278/9783763977390","date_updated":"2025-11-12T14:04:16Z","oa":"1","date_created":"2025-11-12T14:03:33Z","author":[{"first_name":"Tobias","last_name":"Schlömer","full_name":"Schlömer, Tobias"},{"first_name":"Karina","last_name":"Kiepe","full_name":"Kiepe, Karina","id":"100294"}]},{"publication":"Frankfurter Allgemeine Zeitung","type":"newspaper_article","status":"public","_id":"62175","publication_date":"2025-11-10","department":[{"_id":"187"}],"user_id":"97894","language":[{"iso":"ger"}],"publication_status":"published","issue":"16","year":"2025","intvolume":"       261","citation":{"ama":"Giese H, Schulz KA, Sureth-Sloane C. Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. . <i>Frankfurter Allgemeine Zeitung</i>. 2025.","chicago":"Giese, Henning, Kim Alina Schulz, and Caren Sureth-Sloane. “Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. .” <i>Frankfurter Allgemeine Zeitung</i>, 2025.","ieee":"H. Giese, K. A. Schulz, and C. Sureth-Sloane, “Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. ,” <i>Frankfurter Allgemeine Zeitung</i>, vol. 261, no. 16, 2025.","apa":"Giese, H., Schulz, K. A., &#38; Sureth-Sloane, C. (2025). Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. . <i>Frankfurter Allgemeine Zeitung</i>, <i>261</i>(16).","mla":"Giese, Henning, et al. “Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. .” <i>Frankfurter Allgemeine Zeitung</i>, vol. 261, no. 16, 2025.","short":"H. Giese, K.A. Schulz, C. Sureth-Sloane, Frankfurter Allgemeine Zeitung 261 (2025).","bibtex":"@article{Giese_Schulz_Sureth-Sloane_2025, title={Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. }, volume={261}, number={16}, journal={Frankfurter Allgemeine Zeitung}, author={Giese, Henning and Schulz, Kim Alina and Sureth-Sloane, Caren}, year={2025} }"},"date_updated":"2025-11-13T08:11:00Z","volume":261,"date_created":"2025-11-13T08:10:41Z","author":[{"id":"92812","full_name":"Giese, Henning","last_name":"Giese","first_name":"Henning"},{"first_name":"Kim Alina","last_name":"Schulz","id":"68607","full_name":"Schulz, Kim Alina"},{"first_name":"Caren","id":"530","full_name":"Sureth-Sloane, Caren","orcid":" 0000-0002-8183-5901","last_name":"Sureth-Sloane"}],"title":"Paragraphen und Künstliche Intelligenz meistern: Welche Steuerprofis Unternehmen suchen. "},{"author":[{"first_name":"Stephan Matthias","last_name":"Kokew","orcid":"0009-0005-6980-2727","full_name":"Kokew, Stephan Matthias","id":"111362"}],"date_created":"2025-11-12T21:29:18Z","date_updated":"2025-11-12T21:33:05Z","main_file_link":[{"url":"https://blogs.uni-paderborn.de/zekkblog/"}],"title":"Zum Schreiben mit der Hand","publication_status":"published","citation":{"mla":"Kokew, Stephan Matthias. <i>Zum Schreiben mit der Hand</i>. 2025.","bibtex":"@book{Kokew_2025, title={Zum Schreiben mit der Hand}, author={Kokew, Stephan Matthias}, year={2025} }","short":"S.M. Kokew, Zum Schreiben mit der Hand, 2025.","apa":"Kokew, S. M. (2025). <i>Zum Schreiben mit der Hand</i>.","chicago":"Kokew, Stephan Matthias. <i>Zum Schreiben mit der Hand</i>, 2025.","ieee":"S. M. Kokew, <i>Zum Schreiben mit der Hand</i>. 2025.","ama":"Kokew SM. <i>Zum Schreiben mit der Hand</i>.; 2025."},"year":"2025","user_id":"111362","department":[{"_id":"469"}],"_id":"62173","alternative_title":["Reflexion über eine Kulturleistung"],"language":[{"iso":"ger"}],"type":"misc","status":"public"},{"status":"public","abstract":[{"text":"<jats:p>This research investigates how Artificial Intelligence (AI) can be systematically integrated into existing business processes by combining suitable competencies with graphical AI workflow modelling. While AI offers a high potential for automation and increased efficiency, its implementation often fails due to a lack of interdisciplinary competencies that bridge the gap between domain expertise and IT know-how. Low-code platforms and visual modelling tools are increasingly recognised as enablers, empowering non-programmers to intuitively create graphical AI- based workflows. Nevertheless, specific competencies are required to realise the full potential of AI, the domain specific knowledge and align technical understanding with AI capabilities. The paper reviews the state of the art in AI-driven business process automation and competencies for visual low-code approaches. It then presents a practical solution to identify and systematise essential competence areas. Based on this, a practical competence model is developed to support the design of user-friendly, AI-enabled workflows. This is tested in a practical application context — emergency management — where it supports critical decision-making processes and is validated through expert feedback. The study concludes by offering actionable recommendations to help organisations foster the necessary competencies and methods for competently integrating AI into their digital processes.</jats:p>","lang":"eng"}],"publication":"AHFE International","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"user_id":"58595","_id":"62181","intvolume":"       198","citation":{"apa":"Gräßler, I., &#38; Özcan, D. (2025). Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes. <i>AHFE International</i>, <i>198</i>. <a href=\"https://doi.org/10.54941/ahfe1006785\">https://doi.org/10.54941/ahfe1006785</a>","short":"I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2025.","mla":"Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying Relevant Competencies in AI-Based Automation of Business Processes.” <i>AHFE International</i>, vol. 198, AHFE International, 2025, doi:<a href=\"https://doi.org/10.54941/ahfe1006785\">10.54941/ahfe1006785</a>.","bibtex":"@inproceedings{Gräßler_Özcan_2025, title={Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes}, volume={198}, DOI={<a href=\"https://doi.org/10.54941/ahfe1006785\">10.54941/ahfe1006785</a>}, booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler, Iris and Özcan, Deniz}, year={2025} }","chicago":"Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying Relevant Competencies in AI-Based Automation of Business Processes.” In <i>AHFE International</i>, Vol. 198. AHFE International, 2025. <a href=\"https://doi.org/10.54941/ahfe1006785\">https://doi.org/10.54941/ahfe1006785</a>.","ieee":"I. Gräßler and D. Özcan, “Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes,” in <i>AHFE International</i>, Split, 2025, vol. 198, doi: <a href=\"https://doi.org/10.54941/ahfe1006785\">10.54941/ahfe1006785</a>.","ama":"Gräßler I, Özcan D. Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes. In: <i>AHFE International</i>. Vol 198. AHFE International; 2025. doi:<a href=\"https://doi.org/10.54941/ahfe1006785\">10.54941/ahfe1006785</a>"},"year":"2025","quality_controlled":"1","publication_identifier":{"issn":["2771-0718"]},"publication_status":"published","conference":{"location":"Split","end_date":"2025-09-24","start_date":"2025-09-22","name":"7th International Conference on Human Systems Engineering and Design: Future Trends and Applications (IHSED 2025)"},"doi":"10.54941/ahfe1006785","title":"Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes","volume":198,"author":[{"last_name":"Gräßler","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris","id":"47565","first_name":"Iris"},{"first_name":"Deniz","last_name":"Özcan","full_name":"Özcan, Deniz","id":"58595"}],"date_created":"2025-11-13T16:37:59Z","publisher":"AHFE International","date_updated":"2025-11-13T16:41:39Z"},{"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"user_id":"58595","_id":"62182","language":[{"iso":"eng"}],"alternative_title":["VDI-Studie"],"type":"book","status":"public","abstract":[{"text":"<p> Executive summary Die vorliegende Zukunftsstudie „Automation 2035“ gibt einen Ausblick auf die Entwicklung der Automatisierungstechnik in den nächsten 10 Jahren. Neben der Beschreibung von Trends wie Kreislaufwirtschaft, Automatisierung der Märkte, Biologisierung, autonome Systeme und Robotik sowie IT-Sicherheit wird die zu erwartende Veränderung in der Bildung beschrieben. Dazu verwenden wir Methoden der Zukunftsforschung und arbeiten mit der Szenarientechnik, um Zukunftsperspektiven der Automation aufzuzeigen. Personas werden eingesetzt, um die zukünftigen Entwicklungen plastisch aus den Augen der Personen im Jahr 2025 und in der Zukunft im Jahr 2035 zu beschreiben. Schlüsselthemen und Trends: ... ... Inhalt Executive summary 1 1 Einführung 3 2 Zukunftsfelder für die Automatisierungstechnik 2035 4 2.1 Kreislaufwirtschaft 4 2.2 Automatisierung der Märkte 7 2.3 Biologisierung 8 2.4 Autonome Systeme und Robotik 10 2.5 Security 12 2.6 Veränderung der Ausbildung 13 3 Szenario der Automation 2035 16 4 Personas 18 4.1 Unternehmer 18 4.2 Ingenieurin 19 4.3 Schüler 20 5 Thesen und Ausblick 22 Methodik 24 Autorenteam 25 Schrifttum 26... </p>","lang":"eng"}],"date_created":"2025-11-13T16:43:05Z","author":[{"first_name":"Iris","orcid":"0000-0001-5765-971X","last_name":"Gräßler","full_name":"Gräßler, Iris","id":"47565"},{"first_name":"Deniz","id":"58595","full_name":"Özcan, Deniz","last_name":"Özcan"},{"last_name":"Tusek","id":"59370","full_name":"Tusek, Alena Marie","first_name":"Alena Marie"},{"first_name":"Attila","last_name":"Bilgic","full_name":"Bilgic, Attila"},{"full_name":"Lange, Christian","last_name":"Lange","first_name":"Christian"},{"first_name":"Christian","full_name":"Stich, Christian","last_name":"Stich"},{"first_name":"Christine","full_name":"Maul, Christine","last_name":"Maul"},{"first_name":"Michael","full_name":"Heizmann, Michael","last_name":"Heizmann"},{"first_name":"Michael","full_name":"Weyrich, Michael","last_name":"Weyrich"},{"first_name":"Sascha","full_name":"Dessel,, Sascha","last_name":"Dessel,"},{"first_name":"Torben","full_name":"Miny, Torben","last_name":"Miny"},{"first_name":"Ulrich","last_name":"Jumar","full_name":"Jumar, Ulrich"}],"publisher":"VDI Verlag","date_updated":"2025-11-13T16:48:43Z","doi":"10.51202/9783911670180","title":"Automation 2035","publication_identifier":{"isbn":["9783911670180"]},"quality_controlled":"1","publication_status":"published","citation":{"bibtex":"@book{Gräßler_Özcan_Tusek_Bilgic_Lange_Stich_Maul_Heizmann_Weyrich_Dessel,_et al._2025, title={Automation 2035}, DOI={<a href=\"https://doi.org/10.51202/9783911670180\">10.51202/9783911670180</a>}, publisher={VDI Verlag}, author={Gräßler, Iris and Özcan, Deniz and Tusek, Alena Marie and Bilgic, Attila and Lange, Christian and Stich, Christian and Maul, Christine and Heizmann, Michael and Weyrich, Michael and Dessel, Sascha and et al.}, year={2025} }","mla":"Gräßler, Iris, et al. <i>Automation 2035</i>. VDI Verlag, 2025, doi:<a href=\"https://doi.org/10.51202/9783911670180\">10.51202/9783911670180</a>.","short":"I. Gräßler, D. Özcan, A.M. Tusek, A. Bilgic, C. Lange, C. Stich, C. Maul, M. Heizmann, M. Weyrich, S. Dessel, T. Miny, U. Jumar, Automation 2035, VDI Verlag, 2025.","apa":"Gräßler, I., Özcan, D., Tusek, A. M., Bilgic, A., Lange, C., Stich, C., Maul, C., Heizmann, M., Weyrich, M., Dessel, S., Miny, T., &#38; Jumar, U. (2025). <i>Automation 2035</i>. VDI Verlag. <a href=\"https://doi.org/10.51202/9783911670180\">https://doi.org/10.51202/9783911670180</a>","ama":"Gräßler I, Özcan D, Tusek AM, et al. <i>Automation 2035</i>. VDI Verlag; 2025. doi:<a href=\"https://doi.org/10.51202/9783911670180\">10.51202/9783911670180</a>","ieee":"I. Gräßler <i>et al.</i>, <i>Automation 2035</i>. VDI Verlag, 2025.","chicago":"Gräßler, Iris, Deniz Özcan, Alena Marie Tusek, Attila Bilgic, Christian Lange, Christian Stich, Christine Maul, et al. <i>Automation 2035</i>. VDI Verlag, 2025. <a href=\"https://doi.org/10.51202/9783911670180\">https://doi.org/10.51202/9783911670180</a>."},"year":"2025"},{"article_number":"4","user_id":"99966","_id":"62184","status":"public","abstract":[{"text":"<jats:p>While reservoir computing (RC) networks offer advantages over traditional recurrent neural net- works in terms of training time and operational cost for time-series applications, deploying them on edge devices still presents significant challenges due to re- source constraints. Network compression, i.e., pruning and quantization, are thus of utmost importance. We propose a Compressed Reservoir Computing (CRC) framework that integrates advanced pruning and quantization techniques to optimize throughput, latency, energy efficiency, and resource utilization for FPGA- based RC accelerators.We describe the framework with a focus on HSIC LASSO as a novel pruning method that can capture non-linear dependencies between neurons. We validate our framework with time series classification and regression tasks, for which we generate FPGA accelerators. The accelerators achieve a very high throughput of up to 188 Megasamples/s with a latency of 5.32 ns, while reducing resource utilization by 12× and lowering the energy by 10× compared to a baseline hardware implementation, without compromising accuracy.</jats:p>","lang":"eng"}],"type":"journal_article","publication":"WiPiEC Journal - Works in Progress in Embedded Computing Journal","doi":"10.64552/wipiec.v11i1.99","title":"CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-based Pruning and Quantization","author":[{"first_name":"Atousa","full_name":"Jafari, Atousa","last_name":"Jafari"},{"last_name":"Ghasemzadeh Mohammadi","full_name":"Ghasemzadeh Mohammadi, Hassan","first_name":"Hassan"},{"last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"date_created":"2025-11-14T05:48:05Z","volume":11,"date_updated":"2025-11-14T09:35:16Z","publisher":"MECOnet","citation":{"chicago":"Jafari, Atousa, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-Based Pruning and Quantization.” <i>WiPiEC Journal - Works in Progress in Embedded Computing Journal</i> 11, no. 1 (2025). <a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">https://doi.org/10.64552/wipiec.v11i1.99</a>.","ieee":"A. Jafari, H. Ghasemzadeh Mohammadi, and M. Platzner, “CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-based Pruning and Quantization,” <i>WiPiEC Journal - Works in Progress in Embedded Computing Journal</i>, vol. 11, no. 1, Art. no. 4, 2025, doi: <a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">10.64552/wipiec.v11i1.99</a>.","ama":"Jafari A, Ghasemzadeh Mohammadi H, Platzner M. CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-based Pruning and Quantization. <i>WiPiEC Journal - Works in Progress in Embedded Computing Journal</i>. 2025;11(1). doi:<a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">10.64552/wipiec.v11i1.99</a>","short":"A. Jafari, H. Ghasemzadeh Mohammadi, M. Platzner, WiPiEC Journal - Works in Progress in Embedded Computing Journal 11 (2025).","bibtex":"@article{Jafari_Ghasemzadeh Mohammadi_Platzner_2025, title={CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-based Pruning and Quantization}, volume={11}, DOI={<a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">10.64552/wipiec.v11i1.99</a>}, number={14}, journal={WiPiEC Journal - Works in Progress in Embedded Computing Journal}, publisher={MECOnet}, author={Jafari, Atousa and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2025} }","mla":"Jafari, Atousa, et al. “CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-Based Pruning and Quantization.” <i>WiPiEC Journal - Works in Progress in Embedded Computing Journal</i>, vol. 11, no. 1, 4, MECOnet, 2025, doi:<a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">10.64552/wipiec.v11i1.99</a>.","apa":"Jafari, A., Ghasemzadeh Mohammadi, H., &#38; Platzner, M. (2025). CRC: Compressed Reservoir Computing on FPGA via Joint HSIC LASSO-based Pruning and Quantization. <i>WiPiEC Journal - Works in Progress in Embedded Computing Journal</i>, <i>11</i>(1), Article 4. <a href=\"https://doi.org/10.64552/wipiec.v11i1.99\">https://doi.org/10.64552/wipiec.v11i1.99</a>"},"intvolume":"        11","year":"2025","issue":"1","publication_status":"published","publication_identifier":{"issn":["2980-7298","2337-0343"]}},{"type":"book_chapter","publication":"Lecture Notes in Computer Science","status":"public","user_id":"99966","_id":"62186","language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031879944","9783031879951"]},"citation":{"ama":"Jafari A, Platzner M. Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>","chicago":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>.","ieee":"A. Jafari and M. Platzner, “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","mla":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>.","bibtex":"@inbook{Jafari_Platzner_2025, place={Cham}, title={Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Jafari, Atousa and Platzner, Marco}, year={2025} }","short":"A. Jafari, M. Platzner, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","apa":"Jafari, A., &#38; Platzner, M. (2025). Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>"},"place":"Cham","year":"2025","author":[{"first_name":"Atousa","last_name":"Jafari","full_name":"Jafari, Atousa"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"}],"date_created":"2025-11-14T05:50:14Z","publisher":"Springer Nature Switzerland","date_updated":"2025-11-14T09:35:23Z","doi":"10.1007/978-3-031-87995-1_11","title":"Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA"},{"status":"public","type":"journal_article","_id":"61944","project":[{"_id":"912","name":"Digitalisierung als Herausforderung und Innovation in der Hochschullehre (DigiSELF), Teilprojekt 2 „Entwicklung eines Programms studentischer „Culture Fellows“ zur Unterstützung in komplexen Lehr-, Lern-, und Prüfungssettings“"}],"department":[{"_id":"424"}],"user_id":"37149","page":"98-115","intvolume":"        18","citation":{"mla":"Schmöckel, Sabrina, and Ingrid Scharlau. “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting.” <i>Transformative Dialogues: Teaching and Learning Journal</i>, vol. 18, no. 3, Penn State University Libraries, 2025, pp. 98–115, doi:<a href=\"https://doi.org/10.59236/td2025vol18iss31913\">10.59236/td2025vol18iss31913</a>.","short":"S. Schmöckel, I. Scharlau, Transformative Dialogues: Teaching and Learning Journal 18 (2025) 98–115.","bibtex":"@article{Schmöckel_Scharlau_2025, title={No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting}, volume={18}, DOI={<a href=\"https://doi.org/10.59236/td2025vol18iss31913\">10.59236/td2025vol18iss31913</a>}, number={3}, journal={Transformative Dialogues: Teaching and Learning Journal}, publisher={Penn State University Libraries}, author={Schmöckel, Sabrina and Scharlau, Ingrid}, year={2025}, pages={98–115} }","apa":"Schmöckel, S., &#38; Scharlau, I. (2025). No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting. <i>Transformative Dialogues: Teaching and Learning Journal</i>, <i>18</i>(3), 98–115. <a href=\"https://doi.org/10.59236/td2025vol18iss31913\">https://doi.org/10.59236/td2025vol18iss31913</a>","ieee":"S. Schmöckel and I. Scharlau, “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting,” <i>Transformative Dialogues: Teaching and Learning Journal</i>, vol. 18, no. 3, pp. 98–115, 2025, doi: <a href=\"https://doi.org/10.59236/td2025vol18iss31913\">10.59236/td2025vol18iss31913</a>.","chicago":"Schmöckel, Sabrina, and Ingrid Scharlau. “No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting.” <i>Transformative Dialogues: Teaching and Learning Journal</i> 18, no. 3 (2025): 98–115. <a href=\"https://doi.org/10.59236/td2025vol18iss31913\">https://doi.org/10.59236/td2025vol18iss31913</a>.","ama":"Schmöckel S, Scharlau I. No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting. <i>Transformative Dialogues: Teaching and Learning Journal</i>. 2025;18(3):98-115. doi:<a href=\"https://doi.org/10.59236/td2025vol18iss31913\">10.59236/td2025vol18iss31913</a>"},"publication_identifier":{"issn":["1918-0853"]},"publication_status":"published","related_material":{"link":[{"url":"https://journals.psu.edu/td/article/view/1913","relation":"confirmation"}]},"doi":"10.59236/td2025vol18iss31913","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2025-11-14T14:18:33Z","volume":18,"author":[{"first_name":"Sabrina","id":"37149","full_name":"Schmöckel, Sabrina","orcid":"https://orcid.org/0009-0002-4146-0591 ","last_name":"Schmöckel"},{"first_name":"Ingrid","full_name":"Scharlau, Ingrid","id":"451","orcid":"0000-0003-2364-9489","last_name":"Scharlau"}],"abstract":[{"lang":"eng","text":"his article describes a new student-based approach to Decoding and Disrupting. This approach consists of an educational programme that works with a multidisciplinary group of undergraduate students, so-called Culture Fellows. In the programme, the students learn about theories on disciplinary cultures and their practices, Decoding the Disciplines, and communication. The programme focuses on the implicitness of disciplinary practices and how to explore them, i.e., it seeks to address the importance of making disciplinary practices, norms, and values more accessible to students. Within the programme, the Culture Fellows use a student-based variant of the Decoding the Disciplines Paradigm that we call ‘Culture Quest’. The Culture Quest supplies students with the tools to question, explore, and decode their respective disciplines and practices. Disciplinary practices often remain implicit because lecturers, with their wealth of experience and expertise in their discipline, may be operationally blind and thus no longer aware of the fact that certain practices might need to be explained. This lack of explanation or explicitness can lead to students feeling bewildered, confused or puzzled. The Culture Fellows and in particular the Culture Quest can encourage dialogue about and exploration of disciplinary cultures and their practices and can thus allow students to grasp the implicit cultural norms and expectations within their respective disciplines more clearly. The Culture Fellows and the Culture Quest provide students – and maybe even lecturers – with opportunities to engage with and reflect on teaching and learning strategies and practices."}],"publication":"Transformative Dialogues: Teaching and Learning Journal","language":[{"iso":"eng"}],"year":"2025","quality_controlled":"1","issue":"3","title":"No Student Should Be an Island: A Peer-Approach to Decoding and Disrupting","publisher":"Penn State University Libraries","date_created":"2025-10-23T18:11:48Z"},{"publication":"Grenzen, Grenzräume, Entgrenzungen","type":"book_chapter","editor":[{"first_name":"Nina","full_name":"Kulovics, Nina","last_name":"Kulovics"},{"full_name":"Mentz, Olivier","last_name":"Mentz","first_name":"Olivier"},{"last_name":"Raith","full_name":"Raith, Thomas","first_name":"Thomas"}],"status":"public","_id":"62205","department":[{"_id":"36"},{"_id":"1"},{"_id":"612"}],"user_id":"76026","language":[{"iso":"ger"}],"publication_identifier":{"unknown":["9783763977932"]},"year":"2025","page":"507-508","citation":{"ama":"Rumlich D, Matz F. Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs. In: Kulovics N, Mentz O, Raith T, eds. <i>Grenzen, Grenzräume, Entgrenzungen</i>. wbv; 2025:507-508. doi:<a href=\"https://doi.org/10.3278/9783763977932\">10.3278/9783763977932</a>","ieee":"D. Rumlich and F. Matz, “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs,” in <i>Grenzen, Grenzräume, Entgrenzungen</i>, N. Kulovics, O. Mentz, and T. Raith, Eds. wbv, 2025, pp. 507–508.","chicago":"Rumlich, Dominik, and Frauke Matz. “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs.” In <i>Grenzen, Grenzräume, Entgrenzungen</i>, edited by Nina Kulovics, Olivier Mentz, and Thomas Raith, 507–8. wbv, 2025. <a href=\"https://doi.org/10.3278/9783763977932\">https://doi.org/10.3278/9783763977932</a>.","short":"D. Rumlich, F. Matz, in: N. Kulovics, O. Mentz, T. Raith (Eds.), Grenzen, Grenzräume, Entgrenzungen, wbv, 2025, pp. 507–508.","bibtex":"@inbook{Rumlich_Matz_2025, title={Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs}, DOI={<a href=\"https://doi.org/10.3278/9783763977932\">10.3278/9783763977932</a>}, booktitle={Grenzen, Grenzräume, Entgrenzungen}, publisher={wbv}, author={Rumlich, Dominik and Matz, Frauke}, editor={Kulovics, Nina and Mentz, Olivier and Raith, Thomas}, year={2025}, pages={507–508} }","mla":"Rumlich, Dominik, and Frauke Matz. “Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs.” <i>Grenzen, Grenzräume, Entgrenzungen</i>, edited by Nina Kulovics et al., wbv, 2025, pp. 507–08, doi:<a href=\"https://doi.org/10.3278/9783763977932\">10.3278/9783763977932</a>.","apa":"Rumlich, D., &#38; Matz, F. (2025). Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs. In N. Kulovics, O. Mentz, &#38; T. Raith (Eds.), <i>Grenzen, Grenzräume, Entgrenzungen</i> (pp. 507–508). wbv. <a href=\"https://doi.org/10.3278/9783763977932\">https://doi.org/10.3278/9783763977932</a>"},"publisher":"wbv","date_updated":"2025-11-14T14:23:48Z","author":[{"orcid":"0000-0001-8682-450X","last_name":"Rumlich","full_name":"Rumlich, Dominik","id":"76026","first_name":"Dominik"},{"last_name":"Matz","full_name":"Matz, Frauke","first_name":"Frauke"}],"date_created":"2025-11-14T14:23:44Z","title":"Nachwuchs-Café: Symposium zur interdisziplinären Vernetzung von Doktorand/ innen und Postdocs","doi":"10.3278/9783763977932"},{"year":"2025","page":"35-41","citation":{"apa":"Rumlich, D. (2025). Reliabilität. In K. Vogt &#38; H. Rossa (Eds.), <i>Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht</i> (pp. 35–41). Klett Kallmeyer. <a href=\"https://doi.org/10.5555/9783772717772\">https://doi.org/10.5555/9783772717772</a>","mla":"Rumlich, Dominik. “Reliabilität.” <i>Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht</i>, edited by Karin Vogt and Henning Rossa, Klett Kallmeyer, 2025, pp. 35–41, doi:<a href=\"https://doi.org/10.5555/9783772717772\">10.5555/9783772717772</a>.","bibtex":"@inbook{Rumlich_2025, title={Reliabilität}, DOI={<a href=\"https://doi.org/10.5555/9783772717772\">10.5555/9783772717772</a>}, booktitle={Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht}, publisher={Klett Kallmeyer}, author={Rumlich, Dominik}, editor={Vogt, Karin and Rossa, Henning}, year={2025}, pages={35–41} }","short":"D. Rumlich, in: K. Vogt, H. Rossa (Eds.), Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht, Klett Kallmeyer, 2025, pp. 35–41.","ama":"Rumlich D. Reliabilität. In: Vogt K, Rossa H, eds. <i>Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht</i>. Klett Kallmeyer; 2025:35-41. doi:<a href=\"https://doi.org/10.5555/9783772717772\">10.5555/9783772717772</a>","ieee":"D. Rumlich, “Reliabilität,” in <i>Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht</i>, K. Vogt and H. Rossa, Eds. Klett Kallmeyer, 2025, pp. 35–41.","chicago":"Rumlich, Dominik. “Reliabilität.” In <i>Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht</i>, edited by Karin Vogt and Henning Rossa, 35–41. Klett Kallmeyer, 2025. <a href=\"https://doi.org/10.5555/9783772717772\">https://doi.org/10.5555/9783772717772</a>."},"publication_identifier":{"unknown":["978-3-7727-1776-5"]},"title":"Reliabilität","doi":"10.5555/9783772717772","publisher":"Klett Kallmeyer","date_updated":"2025-11-14T14:03:47Z","author":[{"orcid":"0000-0001-8682-450X","last_name":"Rumlich","full_name":"Rumlich, Dominik","id":"76026","first_name":"Dominik"}],"date_created":"2025-11-14T14:03:43Z","editor":[{"first_name":"Karin","full_name":"Vogt, Karin","last_name":"Vogt"},{"full_name":"Rossa, Henning","last_name":"Rossa","first_name":"Henning"}],"status":"public","publication":"Leistungsmessung, Evaluation und Feedback im Fremdsprachenunterricht","type":"book_chapter","language":[{"iso":"ger"}],"_id":"62202","department":[{"_id":"36"},{"_id":"1"},{"_id":"612"}],"user_id":"76026"},{"file":[{"file_id":"62209","access_level":"closed","file_name":"Campus_Schulmanagement_-_Lernen_in_Bewegung_Warum_Aktivitat_fur_Motivation_und_Schulerfolg_entscheidend_ist (1).pdf","file_size":251409,"date_created":"2025-11-14T17:32:43Z","creator":"nsatz","date_updated":"2025-11-14T17:32:43Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"status":"public","type":"report","ddc":["050"],"file_date_updated":"2025-11-14T17:32:43Z","language":[{"iso":"eng"}],"_id":"62208","user_id":"16119","year":"2025","citation":{"ama":"Satzinger N. <i>Lernen in Bewegung: Warum Aktivität Für Motivation Und Schulerfolg Entscheidend Ist</i>.; 2025.","chicago":"Satzinger, Nicole. <i>Lernen in Bewegung: Warum Aktivität Für Motivation Und Schulerfolg Entscheidend Ist</i>, 2025.","ieee":"N. 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Schmöckel, die hochschullehre (n.d.).","bibtex":"@article{Schmöckel, title={Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen}, journal={die hochschullehre}, author={Schmöckel, Sabrina} }","ama":"Schmöckel S. Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen. <i>die hochschullehre</i>.","ieee":"S. Schmöckel, “Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen,” <i>die hochschullehre</i>.","chicago":"Schmöckel, Sabrina. “Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen.” <i>die hochschullehre</i>, n.d."},"year":"2025","date_created":"2025-11-14T14:24:28Z","author":[{"id":"37149","full_name":"Schmöckel, Sabrina","last_name":"Schmöckel","orcid":"https://orcid.org/0009-0002-4146-0591 ","first_name":"Sabrina"}],"date_updated":"2025-11-14T14:25:35Z","title":"Hör mal, wer da spricht – Eine dialogische Perspektive auf studentische Äußerungen zu Fachkulturen","publication":"die hochschullehre","type":"journal_article","status":"public","department":[{"_id":"424"}],"user_id":"37149","_id":"62204","project":[{"name":"Digitalisierung als Herausforderung und Innovation in der Hochschullehre (DigiSELF), Teilprojekt 2 „Entwicklung eines Programms studentischer „Culture Fellows“ zur Unterstützung in komplexen Lehr-, Lern-, und Prüfungssettings“","_id":"912"}],"language":[{"iso":"ger"}]},{"citation":{"mla":"Noetzel, Ida, et al. “Qualifikationen Für Bewegung, Spiel Und Sport Im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen Und Niedersachsen.” <i>Sportunterricht</i>, vol. 74, no. 9, 2025, pp. 405–10, doi:<a href=\"https://doi.org/10.30426/SU-2025-09-3\">10.30426/SU-2025-09-3</a>.","bibtex":"@article{Noetzel_Fögen_Satzinger_Miriam_2025, title={Qualifikationen für Bewegung, Spiel und Sport im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen und Niedersachsen}, volume={74}, DOI={<a href=\"https://doi.org/10.30426/SU-2025-09-3\">10.30426/SU-2025-09-3</a>}, number={9}, journal={sportunterricht}, author={Noetzel, Ida and Fögen, Yvonne  and Satzinger, Nicole and Miriam, Kehne}, year={2025}, pages={405–410} }","short":"I. Noetzel, Y. Fögen, N. Satzinger, K. Miriam, Sportunterricht 74 (2025) 405–410.","apa":"Noetzel, I., Fögen, Y., Satzinger, N., &#38; Miriam, K. (2025). Qualifikationen für Bewegung, Spiel und Sport im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen und Niedersachsen. <i>Sportunterricht</i>, <i>74</i>(9), 405–410. <a href=\"https://doi.org/10.30426/SU-2025-09-3\">https://doi.org/10.30426/SU-2025-09-3</a>","ieee":"I. Noetzel, Y. Fögen, N. Satzinger, and K. Miriam, “Qualifikationen für Bewegung, Spiel und Sport im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen und Niedersachsen,” <i>sportunterricht</i>, vol. 74, no. 9, pp. 405–410, 2025, doi: <a href=\"https://doi.org/10.30426/SU-2025-09-3\">10.30426/SU-2025-09-3</a>.","chicago":"Noetzel, Ida, Yvonne  Fögen, Nicole Satzinger, and Kehne Miriam. “Qualifikationen Für Bewegung, Spiel Und Sport Im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen Und Niedersachsen.” <i>Sportunterricht</i> 74, no. 9 (2025): 405–10. <a href=\"https://doi.org/10.30426/SU-2025-09-3\">https://doi.org/10.30426/SU-2025-09-3</a>.","ama":"Noetzel I, Fögen Y, Satzinger N, Miriam K. Qualifikationen für Bewegung, Spiel und Sport im Ganztag an Grundschulen. Einblicke in Schulen in Nordrhein-Westfalen und Niedersachsen. <i>sportunterricht</i>. 2025;74(9):405-410. doi:<a href=\"https://doi.org/10.30426/SU-2025-09-3\">10.30426/SU-2025-09-3</a>"},"intvolume":"        74","page":"405-410","year":"2025","issue":"9","publication_identifier":{"unknown":["61392"]},"doi":"10.30426/SU-2025-09-3","title":"Qualifikationen für Bewegung, Spiel und Sport im Ganztag an Grundschulen. 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Brachtendorf, “Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI,” <i>Image: The Interdisciplinary Journal of Image Sciences</i>, vol. 42, no. 2, pp. 155–168, 2025, doi: <a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">10.1453/1614-0885-2-2025-16663</a>.","chicago":"Brachtendorf, Charlotte. “Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI.” <i>Image: The Interdisciplinary Journal of Image Sciences</i> 42, no. 2 (2025): 155–68. <a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">https://doi.org/10.1453/1614-0885-2-2025-16663</a>.","ama":"Brachtendorf C. Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI. <i>Image: The Interdisciplinary Journal of Image Sciences</i>. 2025;42(2):155-168. doi:<a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">10.1453/1614-0885-2-2025-16663</a>","bibtex":"@article{Brachtendorf_2025, title={Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI}, volume={42}, DOI={<a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">10.1453/1614-0885-2-2025-16663</a>}, number={2}, journal={Image: The Interdisciplinary Journal of Image Sciences}, author={Brachtendorf, Charlotte}, year={2025}, pages={155–168} }","short":"C. Brachtendorf, Image: The Interdisciplinary Journal of Image Sciences 42 (2025) 155–168.","mla":"Brachtendorf, Charlotte. “Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI.” <i>Image: The Interdisciplinary Journal of Image Sciences</i>, vol. 42, no. 2, 2025, pp. 155–68, doi:<a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">10.1453/1614-0885-2-2025-16663</a>.","apa":"Brachtendorf, C. (2025). Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI. <i>Image: The Interdisciplinary Journal of Image Sciences</i>, <i>42</i>(2), 155–168. <a href=\"https://doi.org/10.1453/1614-0885-2-2025-16663\">https://doi.org/10.1453/1614-0885-2-2025-16663</a>"},"language":[{"iso":"eng"}],"ddc":["770"],"publication":"Image: The Interdisciplinary Journal of Image Sciences","file":[{"success":1,"relation":"main_file","content_type":"application/pdf","file_size":982100,"file_name":"10.14531614-0885-2-2025-16663.pdf","file_id":"62210","access_level":"closed","date_updated":"2025-11-15T19:31:45Z","date_created":"2025-11-15T19:31:45Z","creator":"chbr8"}],"abstract":[{"lang":"eng","text":"With the rise of multimodal AI tools, such as DALL-E, Midjourney, or Stable\r\nDiffusion, it has never been easier and faster to produce compelling fashion\r\nimages. While the proliferation of AI-generated fashion images can be\r\nseen as the ultimate triumph of the fashion image over both fashion text\r\nand fashionable garments, this paper critically examines how these images\r\nare produced, what exactly they show, and ultimately, how this impacts our\r\nunderstanding of fashion. Building on current research on multimodal AI,\r\nspecifically text-to-image models, I argue that AI-generated fashion images\r\nare produced through textual means, that is, through “operative ekphrasis”\r\n(Bajohr 2024: 83). This means that the generation of fashion images created\r\nvia multimodal AI is based on textual prompts that extract statistically\r\nprobable images from a latent space, which, in turn, is the result of previously\r\nindexed and labeled image-text pairs. Because the indexing of images\r\nrequires a reduction of complexity, images generated through multimodal\r\nAI are often generic. In the case of fashion images, this is reflected in the lack\r\nof texture and the reproduction of fashion photography’s conventions. As\r\nfashion photography is not necessarily a representation of ‘the world’ or even\r\nfashionable garments, it resembles AI-generated images more than other photographic\r\ngenres. AI-generated fashion images are then not images of fashionable\r\ngarments, but images about fashion images—a statistically probable permutation\r\nof fashion photographs from the past (cf. Meyer 2023: 108). As such,\r\nAI-generated fashion images are not only the product of a mediated collective\r\nimaginary but also feed back into it. The view on fashion shaped by AI-generated\r\nfashion images is then based on reduction and stylized normativity."}],"date_created":"2025-07-31T12:24:29Z","title":"Possible Fashion Images: Operative Ekphrasis and the Reduction of Fashion Through Multimodal AI","issue":"2","quality_controlled":"1","year":"2025"}]