[{"publication_status":"published","date_updated":"2026-09-23T11:20:15Z","author":[{"full_name":"Löwen, Alexander","first_name":"Alexander","last_name":"Löwen","id":"47233"},{"full_name":"Quirin, Dennis","last_name":"Quirin","first_name":"Dennis"},{"full_name":"Hesse, Marc","first_name":"Marc","last_name":"Hesse"},{"id":"9557","full_name":"Aimiyekagbon, Osarenren Kennedy","last_name":"Aimiyekagbon","first_name":"Osarenren Kennedy"},{"id":"21220","full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter"}],"conference":{"location":"Porto","name":"2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)"},"title":"Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems","year":"2025","status":"public","user_id":"47233","doi":"10.1109/etfa65518.2025.11205799","_id":"63193","publisher":"IEEE","language":[{"iso":"eng"}],"project":[{"_id":"1483","name":"Industrie 4.0 Ökosystem für den automatisierten Einsatz von datengetriebenen Services (I4.0AutoServ)"}],"related_material":{"link":[{"relation":"software","url":"https://gitlab.ub.uni-bielefeld.de/ml4proflow/modules/ml4proflow-mods-ldm"}]},"abstract":[{"text":"The integration of data-driven models and specifically machine learning for conditon monitoring and predictive maintenance into companies, especially small and medium-sized enterprises, offers significant opportunities in reducing costs, operating more sustainably, and maintaining long-term competitiveness. However, many small and medium-sized enterprises lack the necessary resources and expertise to derive knowledge from data and integrate their own machine learning based solutions. To address this challenge, a framework is presented that enables the automated generation of data-driven models with a particular focus on condition monitoring and predictive maintenance, but applicable to other use cases as well. Using a dataset from the 2022 data challenge of the prognostics and health management society, it is demonstrated that the framework can generate high-performing models, achieving F1-scores up to 0.998, exemplarily for a classification task.","lang":"eng"}],"citation":{"mla":"Löwen, Alexander, et al. “Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems.” <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">10.1109/etfa65518.2025.11205799</a>.","ama":"Löwen A, Quirin D, Hesse M, Aimiyekagbon OK, Sextro W. Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems. In: <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">10.1109/etfa65518.2025.11205799</a>","bibtex":"@inproceedings{Löwen_Quirin_Hesse_Aimiyekagbon_Sextro_2025, title={Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems}, DOI={<a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">10.1109/etfa65518.2025.11205799</a>}, booktitle={2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Löwen, Alexander and Quirin, Dennis and Hesse, Marc and Aimiyekagbon, Osarenren Kennedy and Sextro, Walter}, year={2025} }","apa":"Löwen, A., Quirin, D., Hesse, M., Aimiyekagbon, O. K., &#38; Sextro, W. (2025). Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems. <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), Porto. <a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">https://doi.org/10.1109/etfa65518.2025.11205799</a>","ieee":"A. Löwen, D. Quirin, M. Hesse, O. K. Aimiyekagbon, and W. Sextro, “Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems,” presented at the 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), Porto, 2025, doi: <a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">10.1109/etfa65518.2025.11205799</a>.","short":"A. Löwen, D. Quirin, M. Hesse, O.K. Aimiyekagbon, W. Sextro, in: 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2025.","chicago":"Löwen, Alexander, Dennis Quirin, Marc Hesse, Osarenren Kennedy Aimiyekagbon, and Walter Sextro. “Facilitating the Automated Generation of Data-Driven Models for the Diagnostics and Prognostics of Technical Systems.” In <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/etfa65518.2025.11205799\">https://doi.org/10.1109/etfa65518.2025.11205799</a>."},"publication":"2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)","department":[{"_id":"151"}],"type":"conference","date_created":"2025-12-18T09:07:38Z"},{"citation":{"ama":"Ptashnyk S. <i>Multilingualität in Der Stadt</i>. De Gruyter; 2025. doi:<a href=\"https://doi.org/10.1515/9783111624495\">10.1515/9783111624495</a>","bibtex":"@book{Ptashnyk_2025, title={Multilingualität in der Stadt}, DOI={<a href=\"https://doi.org/10.1515/9783111624495\">10.1515/9783111624495</a>}, publisher={De Gruyter}, author={Ptashnyk, Stefaniya}, year={2025} }","mla":"Ptashnyk, Stefaniya. <i>Multilingualität in Der Stadt</i>. De Gruyter, 2025, doi:<a href=\"https://doi.org/10.1515/9783111624495\">10.1515/9783111624495</a>.","chicago":"Ptashnyk, Stefaniya. <i>Multilingualität in Der Stadt</i>. De Gruyter, 2025. <a href=\"https://doi.org/10.1515/9783111624495\">https://doi.org/10.1515/9783111624495</a>.","short":"S. Ptashnyk, Multilingualität in Der Stadt, De Gruyter, 2025.","apa":"Ptashnyk, S. (2025). <i>Multilingualität in der Stadt</i>. De Gruyter. <a href=\"https://doi.org/10.1515/9783111624495\">https://doi.org/10.1515/9783111624495</a>","ieee":"S. Ptashnyk, <i>Multilingualität in der Stadt</i>. De Gruyter, 2025."},"type":"book_editor","date_created":"2026-09-22T10:45:17Z","publication_status":"published","date_updated":"2026-09-24T11:39:42Z","author":[{"first_name":"Stefaniya","last_name":"Ptashnyk","full_name":"Ptashnyk, Stefaniya"}],"publication_identifier":{"isbn":["9783111624020","9783111624495","9783111624297"]},"status":"public","title":"Multilingualität in der Stadt","year":"2025","alternative_title":["Eine sprachhistorische und soziokommunikative Untersuchung zu Lviv/Lemberg 1848–1918"],"user_id":"94428","doi":"10.1515/9783111624495","_id":"67219","publisher":"De Gruyter"},{"publication":"Diskurse und Praktiken der Heterogenität. Pädagogisches Handeln in heterogenen Settings. Mit einem Fokus auf die Elementar- und Primarbildung.","citation":{"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.","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.","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.","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.","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.} }","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.","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."},"date_created":"2024-06-14T15:36:56Z","place":"Weinheim","type":"book_chapter","status":"public","year":"2025","title":"Das Linguistic Soundscaping im Elementarbereich. Ein methodischer Ansatz für die Erfahrung von sprachlicher und sprachbezogener Heterogenität. ","author":[{"id":"100257","last_name":"Varga","first_name":"Eva","full_name":"Varga, Eva"}],"publication_status":"accepted","date_updated":"2026-09-24T14:33:53Z","page":"239-248","language":[{"iso":"ger"}],"_id":"54774","publisher":"Beltz Juventa","series_title":"in: Habib, G. et al. (Hg.): Diskurse und Praktiken der Heterogenität.","user_id":"100257","editor":[{"full_name":"Günesli, Habib","first_name":"Habib","last_name":"Günesli"},{"last_name":"Albers","first_name":"Timm","full_name":"Albers, Timm"},{"last_name":"Mombeck","first_name":"Mona M.","full_name":"Mombeck, Mona M."},{"full_name":"Jesuthasan, Jonitta","last_name":"Jesuthasan","first_name":"Jonitta"}]},{"citation":{"mla":"Taskaya, Ayce, and Isabell Jenninger. “Die Standardberufsbildposition ‘Umweltschutz und Nachhaltigkeit’ im Betrieb umsetzen.” <i>Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele</i>, edited by Stefan F. Dietl et al., 294. Ergänzungslieferung November 2025, Deutscher Wirtschaftsdienst, 2025, pp. 1–16.","bibtex":"@inbook{Taskaya_Jenninger_2025, place={Hürth}, edition={294. Ergänzungslieferung November 2025}, title={Die Standardberufsbildposition “Umweltschutz und Nachhaltigkeit” im Betrieb umsetzen}, booktitle={Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele}, publisher={Deutscher Wirtschaftsdienst}, author={Taskaya, Ayce and Jenninger, Isabell}, editor={Dietl, Stefan F. and Schmidt, Hermann and Weiß, Reinhold and Wittwer, Wolfgang}, year={2025}, pages={1–16} }","ama":"Taskaya A, Jenninger I. Die Standardberufsbildposition “Umweltschutz und Nachhaltigkeit” im Betrieb umsetzen. In: Dietl SF, Schmidt H, Weiß R, Wittwer W, eds. <i>Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele</i>. 294. Ergänzungslieferung November 2025. Deutscher Wirtschaftsdienst; 2025:1-16.","ieee":"A. Taskaya and I. Jenninger, “Die Standardberufsbildposition ‘Umweltschutz und Nachhaltigkeit’ im Betrieb umsetzen,” in <i>Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele</i>, 294. Ergänzungslieferung November 2025., S. F. Dietl, H. Schmidt, R. Weiß, and W. Wittwer, Eds. Hürth: Deutscher Wirtschaftsdienst, 2025, pp. 1–16.","apa":"Taskaya, A., &#38; Jenninger, I. (2025). Die Standardberufsbildposition “Umweltschutz und Nachhaltigkeit” im Betrieb umsetzen. In S. F. Dietl, H. Schmidt, R. Weiß, &#38; W. Wittwer (Eds.), <i>Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele</i> (294. Ergänzungslieferung November 2025, pp. 1–16). Deutscher Wirtschaftsdienst.","chicago":"Taskaya, Ayce, and Isabell Jenninger. “Die Standardberufsbildposition ‘Umweltschutz und Nachhaltigkeit’ im Betrieb umsetzen.” In <i>Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele</i>, edited by Stefan F. Dietl, Hermann Schmidt, Reinhold Weiß, and Wolfgang Wittwer, 294. Ergänzungslieferung November 2025., 1–16. Hürth: Deutscher Wirtschaftsdienst, 2025.","short":"A. Taskaya, I. Jenninger, in: S.F. Dietl, H. Schmidt, R. Weiß, W. Wittwer (Eds.), Ausbilder-Handbuch: Aufgaben, Konzepte, Praxisbeispiele, 294. 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Ergänzungslieferung November 2025","_id":"66491","language":[{"iso":"ger"}],"publisher":"Deutscher Wirtschaftsdienst","page":"1-16","editor":[{"last_name":"Dietl","first_name":"Stefan F.","full_name":"Dietl, Stefan F."},{"full_name":"Schmidt, Hermann","last_name":"Schmidt","first_name":"Hermann"},{"first_name":"Reinhold","last_name":"Weiß","full_name":"Weiß, Reinhold"},{"first_name":"Wolfgang","last_name":"Wittwer","full_name":"Wittwer, Wolfgang"}],"user_id":"68340"},{"language":[{"iso":"eng"}],"doi":"10.13044/j.sdi.d2.0592","publication_identifier":{"issn":["3044-5221"]},"author":[{"id":"105704","first_name":"Edith Benjamina","orcid":"0009-0007-2748-0074","last_name":"Díaz Canales","full_name":"Díaz Canales, Edith Benjamina"},{"full_name":"Avila Galarza, Alfredo","last_name":"Avila Galarza","first_name":"Alfredo"},{"last_name":"Schlüter","first_name":"Sabine","full_name":"Schlüter, Sabine"},{"full_name":"Lacayo Escobar, Erick","last_name":"Lacayo Escobar","first_name":"Erick"},{"first_name":"Alexander","last_name":"Schlüter","orcid":"0000-0002-2569-1624","full_name":"Schlüter, Alexander","id":"103302"}],"title":"Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study","year":"2025","intvolume":"         1","article_type":"original","date_updated":"2026-09-28T12:17:09Z","publication_status":"published","date_created":"2025-07-21T09:04:07Z","department":[{"_id":"9"},{"_id":"876"},{"_id":"321"},{"_id":"393"}],"type":"journal_article","issue":"2","publication":"Journal of Sustainable Development Indicators","_id":"60681","publisher":"SDEWES Centre","page":"1-26","volume":1,"user_id":"105704","status":"public","citation":{"apa":"Díaz Canales, E. B., Avila Galarza, A., Schlüter, S., Lacayo Escobar, E., &#38; Schlüter, A. (2025). Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study. <i>Journal of Sustainable Development Indicators</i>, <i>1</i>(2), 1–26. <a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">https://doi.org/10.13044/j.sdi.d2.0592</a>","ieee":"E. B. Díaz Canales, A. Avila Galarza, S. Schlüter, E. Lacayo Escobar, and A. Schlüter, “Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study,” <i>Journal of Sustainable Development Indicators</i>, vol. 1, no. 2, pp. 1–26, 2025, doi: <a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">10.13044/j.sdi.d2.0592</a>.","short":"E.B. Díaz Canales, A. Avila Galarza, S. Schlüter, E. Lacayo Escobar, A. Schlüter, Journal of Sustainable Development Indicators 1 (2025) 1–26.","chicago":"Díaz Canales, Edith Benjamina, Alfredo Avila Galarza, Sabine Schlüter, Erick Lacayo Escobar, and Alexander Schlüter. “Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study.” <i>Journal of Sustainable Development Indicators</i> 1, no. 2 (2025): 1–26. <a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">https://doi.org/10.13044/j.sdi.d2.0592</a>.","mla":"Díaz Canales, Edith Benjamina, et al. “Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study.” <i>Journal of Sustainable Development Indicators</i>, vol. 1, no. 2, SDEWES Centre, 2025, pp. 1–26, doi:<a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">10.13044/j.sdi.d2.0592</a>.","ama":"Díaz Canales EB, Avila Galarza A, Schlüter S, Lacayo Escobar E, Schlüter A. Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study. <i>Journal of Sustainable Development Indicators</i>. 2025;1(2):1-26. doi:<a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">10.13044/j.sdi.d2.0592</a>","bibtex":"@article{Díaz Canales_Avila Galarza_Schlüter_Lacayo Escobar_Schlüter_2025, title={Implementing Strategic Environmental Assessment in the Global South, a Challenge: Nicaragua as a Case Study}, volume={1}, DOI={<a href=\"https://doi.org/10.13044/j.sdi.d2.0592\">10.13044/j.sdi.d2.0592</a>}, number={2}, journal={Journal of Sustainable Development Indicators}, publisher={SDEWES Centre}, author={Díaz Canales, Edith Benjamina and Avila Galarza, Alfredo and Schlüter, Sabine and Lacayo Escobar, Erick and Schlüter, Alexander}, year={2025}, pages={1–26} }"},"quality_controlled":"1"},{"type":"preprint","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"external_id":{"arxiv":["2512.08590"]},"date_created":"2026-01-14T01:08:37Z","related_material":{"record":[{"status":"public","relation":"earlier_version","id":"63602"}]},"abstract":[{"lang":"eng","text":"We show that, on a smoothly paracompact convenient manifold $M$ modeled on a convenient space with the bornological approximation property, the dual map of a Poisson bracket factors as a smooth section of the vector bundle $L_{skew}^2(T^*M,\\mathbb R)$."}],"citation":{"apa":"Michor,  P. W., &#38; Rahangdale, P. (2025). <i>Poisson bivectors on infinite dimensional manifolds</i>.","ieee":"P. W. Michor and P. Rahangdale, “Poisson bivectors on infinite dimensional manifolds.” 2025.","chicago":"Michor,  P. W., and Praful Rahangdale. “Poisson Bivectors on Infinite Dimensional Manifolds,” 2025.","short":"P. W. Michor, P. Rahangdale, (2025).","mla":"Michor,  P. W., and Praful Rahangdale. <i>Poisson Bivectors on Infinite Dimensional Manifolds</i>. 2025.","ama":"Michor  P. W., Rahangdale P. Poisson bivectors on infinite dimensional manifolds. Published online 2025.","bibtex":"@article{Michor_Rahangdale_2025, title={Poisson bivectors on infinite dimensional manifolds}, author={Michor,  P. W. and Rahangdale, Praful}, year={2025} }"},"user_id":"103300","main_file_link":[{"url":"https://arxiv.org/abs/2512.08590v1"}],"language":[{"iso":"eng"}],"_id":"63602","date_updated":"2026-09-28T08:35:22Z","title":"Poisson bivectors on infinite dimensional manifolds","status":"public","year":"2025","author":[{"full_name":"Michor,  P. W.","first_name":" P. W.","last_name":"Michor"},{"id":"103300","last_name":"Rahangdale","first_name":"Praful","full_name":"Rahangdale, Praful"}]},{"publication":"Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen","citation":{"ieee":"C. Schreiber and J. Patrzek, “Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht,” in <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>, Berlin, Heidelberg: Springer Berlin Heidelberg, 2025.","apa":"Schreiber, C., &#38; Patrzek, J. (2025). Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht. In <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>. Springer Berlin Heidelberg. <a href=\"https://doi.org/10.1007/978-3-662-69481-7_5\">https://doi.org/10.1007/978-3-662-69481-7_5</a>","chicago":"Schreiber, Christine, and Justine Patrzek. “Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht.” In <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>. Berlin, Heidelberg: Springer Berlin Heidelberg, 2025. <a href=\"https://doi.org/10.1007/978-3-662-69481-7_5\">https://doi.org/10.1007/978-3-662-69481-7_5</a>.","short":"C. Schreiber, J. Patrzek, in: Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen, Springer Berlin Heidelberg, Berlin, Heidelberg, 2025.","mla":"Schreiber, Christine, and Justine Patrzek. “Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht.” <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>, Springer Berlin Heidelberg, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-662-69481-7_5\">10.1007/978-3-662-69481-7_5</a>.","bibtex":"@inbook{Schreiber_Patrzek_2025, place={Berlin, Heidelberg}, title={Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-69481-7_5\">10.1007/978-3-662-69481-7_5</a>}, booktitle={Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen}, publisher={Springer Berlin Heidelberg}, author={Schreiber, Christine and Patrzek, Justine}, year={2025} }","ama":"Schreiber C, Patrzek J. 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Springer Berlin Heidelberg; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-662-69481-7_5\">10.1007/978-3-662-69481-7_5</a>"},"place":"Berlin, Heidelberg","date_created":"2026-09-29T11:05:29Z","keyword":["Unterrichtsfach Psychologie"],"type":"book_chapter","status":"public","title":"Urteilsbildung als ein didaktisches Modell für den Psychologieunterricht","year":"2025","author":[{"full_name":"Schreiber, Christine","first_name":"Christine","last_name":"Schreiber"},{"last_name":"Patrzek","first_name":"Justine","full_name":"Patrzek, Justine"}],"publication_identifier":{"isbn":["9783662694800","9783662694817"]},"date_updated":"2026-09-29T11:06:05Z","publication_status":"published","language":[{"iso":"ger"}],"_id":"67279","publisher":"Springer Berlin Heidelberg","doi":"10.1007/978-3-662-69481-7_5","user_id":"82463"},{"place":"Berlin, Heidelberg","date_created":"2026-09-29T10:59:26Z","keyword":["Unterrichtsfach Psychologie"],"type":"book_chapter","citation":{"ama":"Patrzek J, Schreiber C. Paradigmenorientierte Didaktik des Psychologieunterrichts. In: <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>. Springer Berlin Heidelberg; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-662-69481-7_2\">10.1007/978-3-662-69481-7_2</a>","bibtex":"@inbook{Patrzek_Schreiber_2025, place={Berlin, Heidelberg}, title={Paradigmenorientierte Didaktik des Psychologieunterrichts}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-69481-7_2\">10.1007/978-3-662-69481-7_2</a>}, booktitle={Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen}, publisher={Springer Berlin Heidelberg}, author={Patrzek, Justine and Schreiber, Christine}, year={2025} }","mla":"Patrzek, Justine, and Christine Schreiber. “Paradigmenorientierte Didaktik des Psychologieunterrichts.” <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>, Springer Berlin Heidelberg, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-662-69481-7_2\">10.1007/978-3-662-69481-7_2</a>.","chicago":"Patrzek, Justine, and Christine Schreiber. “Paradigmenorientierte Didaktik des Psychologieunterrichts.” In <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>. Berlin, Heidelberg: Springer Berlin Heidelberg, 2025. <a href=\"https://doi.org/10.1007/978-3-662-69481-7_2\">https://doi.org/10.1007/978-3-662-69481-7_2</a>.","short":"J. Patrzek, C. Schreiber, in: Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen, Springer Berlin Heidelberg, Berlin, Heidelberg, 2025.","apa":"Patrzek, J., &#38; Schreiber, C. (2025). Paradigmenorientierte Didaktik des Psychologieunterrichts. In <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>. Springer Berlin Heidelberg. <a href=\"https://doi.org/10.1007/978-3-662-69481-7_2\">https://doi.org/10.1007/978-3-662-69481-7_2</a>","ieee":"J. Patrzek and C. Schreiber, “Paradigmenorientierte Didaktik des Psychologieunterrichts,” in <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen</i>, Berlin, Heidelberg: Springer Berlin Heidelberg, 2025."},"publication":"Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen","language":[{"iso":"ger"}],"_id":"67278","publisher":"Springer Berlin Heidelberg","doi":"10.1007/978-3-662-69481-7_2","user_id":"82463","publication_identifier":{"isbn":["9783662694800","9783662694817"]},"author":[{"full_name":"Patrzek, Justine","last_name":"Patrzek","first_name":"Justine"},{"full_name":"Schreiber, Christine","last_name":"Schreiber","first_name":"Christine"}],"status":"public","year":"2025","title":"Paradigmenorientierte Didaktik des Psychologieunterrichts","date_updated":"2026-09-29T11:03:26Z","publication_status":"published"},{"extern":"1","citation":{"ama":"Bender E, Iobidze M. Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen. In: Scharlau I, Bender E, Patrzek J, Schreiber C, eds. <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien </i>. Springer Nature; 2025:55-88.","bibtex":"@inbook{Bender_Iobidze_2025, place={Berlin}, title={Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen}, booktitle={Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien }, publisher={Springer Nature}, author={Bender, Elena and Iobidze, Maia}, editor={Scharlau, Ingrid and Bender, Elena and Patrzek, Justine and Schreiber, Christine}, year={2025}, pages={55–88} }","mla":"Bender, Elena, and Maia Iobidze. “Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen.” <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien </i>, edited by Ingrid Scharlau et al., Springer Nature, 2025, pp. 55–88.","short":"E. Bender, M. Iobidze, in: I. Scharlau, E. Bender, J. Patrzek, C. Schreiber (Eds.), Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien , Springer Nature, Berlin, 2025, pp. 55–88.","chicago":"Bender, Elena, and Maia Iobidze. “Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen.” In <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien </i>, edited by Ingrid Scharlau, Elena Bender, Justine Patrzek, and Christine Schreiber, 55–88. Berlin: Springer Nature, 2025.","apa":"Bender, E., &#38; Iobidze, M. (2025). Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen. In I. Scharlau, E. Bender, J. Patrzek, &#38; C. Schreiber (Eds.), <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien </i> (pp. 55–88). Springer Nature.","ieee":"E. Bender and M. Iobidze, “Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen,” in <i>Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien </i>, I. Scharlau, E. Bender, J. Patrzek, and C. Schreiber, Eds. Berlin: Springer Nature, 2025, pp. 55–88."},"publication":"Psychologiedidaktik an allgemeinbildenden und beruflichen Schulen: Ein Lehrbuch mit Unterrichtsmaterialien ","type":"book_chapter","keyword":["Unterrichtsfach Psychologie","Psychologiedidaktik"],"place":"Berlin","date_created":"2026-09-30T09:48:48Z","date_updated":"2026-09-30T09:51:23Z","publication_status":"published","publication_identifier":{"isbn":["978-3-662-69480-1"],"eisbn":["978-3-662-69481-7"]},"author":[{"id":"3211","full_name":"Bender, Elena","last_name":"Bender","first_name":"Elena"},{"full_name":"Iobidze, Maia","first_name":"Maia","last_name":"Iobidze"}],"year":"2025","status":"public","title":"Lernfelddidaktik im Psychologieunterricht an berufsbildenden Schulen","editor":[{"full_name":"Scharlau, Ingrid","last_name":"Scharlau","first_name":"Ingrid"},{"last_name":"Bender","first_name":"Elena","full_name":"Bender, Elena"},{"full_name":"Patrzek, Justine","last_name":"Patrzek","first_name":"Justine"},{"full_name":"Schreiber, Christine","first_name":"Christine","last_name":"Schreiber"}],"user_id":"451","_id":"67281","publisher":"Springer Nature","language":[{"iso":"ger"}],"page":"55-88"},{"citation":{"bibtex":"@article{Amakor_Sonntag_Peitz_2025, title={A multiobjective continuation method to compute the regularization path of deep neural networks}, volume={19}, DOI={<a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">10.1016/j.mlwa.2025.100625</a>}, number={100625}, journal={Machine Learning with Applications}, publisher={Elsevier}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2025} }","ama":"Amakor AC, Sonntag K, Peitz S. A multiobjective continuation method to compute the regularization path of deep neural networks. <i>Machine Learning with Applications</i>. 2025;19. doi:<a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">10.1016/j.mlwa.2025.100625</a>","mla":"Amakor, Augustina Chidinma, et al. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” <i>Machine Learning with Applications</i>, vol. 19, 100625, Elsevier, 2025, doi:<a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">10.1016/j.mlwa.2025.100625</a>.","chicago":"Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian Peitz. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” <i>Machine Learning with Applications</i> 19 (2025). <a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">https://doi.org/10.1016/j.mlwa.2025.100625</a>.","short":"A.C. Amakor, K. Sonntag, S. Peitz, Machine Learning with Applications 19 (2025).","ieee":"A. C. Amakor, K. Sonntag, and S. Peitz, “A multiobjective continuation method to compute the regularization path of deep neural networks,” <i>Machine Learning with Applications</i>, vol. 19, Art. no. 100625, 2025, doi: <a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">10.1016/j.mlwa.2025.100625</a>.","apa":"Amakor, A. C., Sonntag, K., &#38; Peitz, S. (2025). A multiobjective continuation method to compute the regularization path of deep neural networks. <i>Machine Learning with Applications</i>, <i>19</i>, Article 100625. <a href=\"https://doi.org/10.1016/j.mlwa.2025.100625\">https://doi.org/10.1016/j.mlwa.2025.100625</a>"},"file_date_updated":"2026-10-01T11:24:57Z","quality_controlled":"1","publisher":"Elsevier","_id":"51159","volume":19,"user_id":"47427","ddc":["000"],"status":"public","has_accepted_license":"1","date_created":"2024-02-06T08:51:00Z","file":[{"date_created":"2026-10-01T11:24:57Z","creator":"speitz","file_id":"67296","success":1,"content_type":"application/pdf","file_name":"ASP25_A multiobjective continuation method to compute the regularization path of deep neural networks.pdf","file_size":2433955,"access_level":"closed","relation":"main_file","date_updated":"2026-10-01T11:24:57Z"}],"department":[{"_id":"655"}],"type":"journal_article","publication":"Machine Learning with Applications","abstract":[{"text":"Sparsity is a highly desired feature in deep neural networks (DNNs) since it ensures numerical efficiency, improves the interpretability of models (due to the smaller number of relevant features), and robustness. In machine learning approaches based on linear models, it is well known that there exists a connecting path between the sparsest solution in terms of the $\\ell^1$ norm,i.e., zero weights and the non-regularized solution, which is called the regularization path. Very recently, there was a first attempt to extend the concept of regularization paths to DNNs by means of treating the empirical loss and sparsity ($\\ell^1$ norm) as two conflicting criteria and solving the resulting multiobjective optimization problem. However, due to the non-smoothness of the $\\ell^1$ norm and the high number of parameters, this approach is not very efficient from a computational perspective. To overcome this limitation, we present an algorithm that allows for the approximation of the entire Pareto front for the above-mentioned objectives in a very efficient manner. We present numerical examples using both deterministic and stochastic gradients. We furthermore demonstrate that knowledge of the regularization path allows for a well-generalizing network parametrization.","lang":"eng"}],"language":[{"iso":"eng"}],"article_number":"100625","doi":"10.1016/j.mlwa.2025.100625","author":[{"id":"97916","first_name":"Augustina Chidinma","last_name":"Amakor","full_name":"Amakor, Augustina Chidinma"},{"orcid":"https://orcid.org/0000-0003-3384-3496","last_name":"Sonntag","first_name":"Konstantin","full_name":"Sonntag, Konstantin","id":"56399"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","last_name":"Peitz","id":"47427"}],"year":"2025","title":"A multiobjective continuation method to compute the regularization path of deep neural networks","intvolume":"        19","date_updated":"2026-10-01T11:33:45Z"},{"citation":{"bibtex":"@article{Peitz_Harder_Nüske_Philipp_Schaller_Worthmann_2025, title={Equivariance and partial observations in Koopman operator theory for partial differential equations}, volume={12}, DOI={<a href=\"https://doi.org/10.3934/jcd.2024035\">10.3934/jcd.2024035</a>}, journal={Journal of Computational Dynamics}, author={Peitz, Sebastian and Harder, Hans and Nüske, Feliks and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2025}, pages={305–324} }","ama":"Peitz S, Harder H, Nüske F, Philipp F, Schaller M, Worthmann K. Equivariance and partial observations in Koopman operator theory for partial differential equations. <i>Journal of Computational Dynamics</i>. 2025;12:305-324. doi:<a href=\"https://doi.org/10.3934/jcd.2024035\">10.3934/jcd.2024035</a>","mla":"Peitz, Sebastian, et al. “Equivariance and Partial Observations in Koopman Operator Theory for Partial Differential Equations.” <i>Journal of Computational Dynamics</i>, vol. 12, 2025, pp. 305–24, doi:<a href=\"https://doi.org/10.3934/jcd.2024035\">10.3934/jcd.2024035</a>.","chicago":"Peitz, Sebastian, Hans Harder, Feliks Nüske, Friedrich Philipp, Manuel Schaller, and Karl Worthmann. “Equivariance and Partial Observations in Koopman Operator Theory for Partial Differential Equations.” <i>Journal of Computational Dynamics</i> 12 (2025): 305–24. <a href=\"https://doi.org/10.3934/jcd.2024035\">https://doi.org/10.3934/jcd.2024035</a>.","short":"S. Peitz, H. Harder, F. Nüske, F. Philipp, M. Schaller, K. Worthmann, Journal of Computational Dynamics 12 (2025) 305–324.","ieee":"S. Peitz, H. Harder, F. Nüske, F. Philipp, M. Schaller, and K. Worthmann, “Equivariance and partial observations in Koopman operator theory for partial differential equations,” <i>Journal of Computational Dynamics</i>, vol. 12, pp. 305–324, 2025, doi: <a href=\"https://doi.org/10.3934/jcd.2024035\">10.3934/jcd.2024035</a>.","apa":"Peitz, S., Harder, H., Nüske, F., Philipp, F., Schaller, M., &#38; Worthmann, K. (2025). Equivariance and partial observations in Koopman operator theory for partial differential equations. <i>Journal of Computational Dynamics</i>, <i>12</i>, 305–324. <a href=\"https://doi.org/10.3934/jcd.2024035\">https://doi.org/10.3934/jcd.2024035</a>"},"external_id":{"arxiv":["2307.15325"]},"oa":"1","status":"public","_id":"46579","page":"305-324","volume":12,"user_id":"47427","publication":"Journal of Computational Dynamics","abstract":[{"text":"The Koopman operator has become an essential tool for data-driven analysis, prediction and control of complex systems, the main reason being the enormous potential of identifying linear function space representations of nonlinear\r\ndynamics from measurements. Until now, the situation where for large-scale systems, we (i) only have access to partial observations (i.e., measurements, as is very common for experimental data) or (ii) deliberately perform coarse\r\ngraining (for efficiency reasons) has not been treated to its full extent. In this paper, we address the pitfall associated with this situation, that the classical EDMD algorithm does not automatically provide a Koopman operator approximation for the underlying system if we do not carefully select the number of observables. Moreover, we show that symmetries in the system dynamics can be carried over to the Koopman operator, which allows us to massively increase the model efficiency. We also briefly draw a connection to domain decomposition techniques for partial differential equations and present numerical evidence using the Kuramoto--Sivashinsky equation.","lang":"eng"}],"date_created":"2023-08-21T05:52:24Z","department":[{"_id":"655"}],"type":"journal_article","author":[{"id":"47427","full_name":"Peitz, Sebastian","first_name":"Sebastian","orcid":"0000-0002-3389-793X","last_name":"Peitz"},{"id":"98879","full_name":"Harder, Hans","last_name":"Harder","first_name":"Hans"},{"first_name":"Feliks","last_name":"Nüske","full_name":"Nüske, Feliks"},{"full_name":"Philipp, Friedrich","last_name":"Philipp","first_name":"Friedrich"},{"first_name":"Manuel","last_name":"Schaller","full_name":"Schaller, Manuel"},{"first_name":"Karl","last_name":"Worthmann","full_name":"Worthmann, Karl"}],"title":"Equivariance and partial observations in Koopman operator theory for partial differential equations","year":"2025","intvolume":"        12","date_updated":"2026-10-01T11:32:34Z","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2307.15325"}],"doi":"10.3934/jcd.2024035"},{"editor":[{"last_name":"Berberich","first_name":"J.","full_name":"Berberich, J."},{"full_name":"Ianelli, A.","first_name":"A.","last_name":"Ianelli"},{"last_name":"Allgöwer","first_name":"F.","full_name":"Allgöwer, F."}],"user_id":"47427","publisher":"Springer","_id":"53793","page":"153-168","status":"public","oa":"1","place":"Cham","citation":{"chicago":"Harder, Hans, and Sebastian Peitz. “Solving Partial Differential Equations with Equivariant Extreme Learning Machines.” In <i>Systems Theory in Data and Optimization</i>, edited by J. Berberich, A. Ianelli, and F. Allgöwer, 153–68. Cham: Springer, 2025. <a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">https://doi.org/10.1007/978-3-031-83191-1_10</a>.","short":"H. Harder, S. Peitz, in: J. Berberich, A. Ianelli, F. Allgöwer (Eds.), Systems Theory in Data and Optimization, Springer, Cham, 2025, pp. 153–168.","ieee":"H. Harder and S. Peitz, “Solving partial differential equations with equivariant extreme learning machines,” in <i>Systems theory in data and optimization</i>, 2025, pp. 153–168, doi: <a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">10.1007/978-3-031-83191-1_10</a>.","apa":"Harder, H., &#38; Peitz, S. (2025). Solving partial differential equations with equivariant extreme learning machines. In J. Berberich, A. Ianelli, &#38; F. Allgöwer (Eds.), <i>Systems theory in data and optimization</i> (pp. 153–168). Springer. <a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">https://doi.org/10.1007/978-3-031-83191-1_10</a>","bibtex":"@inproceedings{Harder_Peitz_2025, place={Cham}, title={Solving partial differential equations with equivariant extreme learning machines}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">10.1007/978-3-031-83191-1_10</a>}, booktitle={Systems theory in data and optimization}, publisher={Springer}, author={Harder, Hans and Peitz, Sebastian}, editor={Berberich, J. and Ianelli, A. and Allgöwer, F.}, year={2025}, pages={153–168} }","ama":"Harder H, Peitz S. Solving partial differential equations with equivariant extreme learning machines. In: Berberich J, Ianelli A, Allgöwer F, eds. <i>Systems Theory in Data and Optimization</i>. Springer; 2025:153-168. doi:<a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">10.1007/978-3-031-83191-1_10</a>","mla":"Harder, Hans, and Sebastian Peitz. “Solving Partial Differential Equations with Equivariant Extreme Learning Machines.” <i>Systems Theory in Data and Optimization</i>, edited by J. Berberich et al., Springer, 2025, pp. 153–68, doi:<a href=\"https://doi.org/10.1007/978-3-031-83191-1_10\">10.1007/978-3-031-83191-1_10</a>."},"doi":"10.1007/978-3-031-83191-1_10","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2404.18530"}],"publication_status":"published","date_updated":"2026-10-01T11:39:19Z","author":[{"first_name":"Hans","last_name":"Harder","full_name":"Harder, Hans","id":"98879"},{"id":"47427","last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian","full_name":"Peitz, Sebastian"}],"publication_identifier":{"isbn":["978-3-031-83191-1"]},"title":"Solving partial differential equations with equivariant extreme learning machines","year":"2025","keyword":["extreme learning machines","partial differential equations","data-driven prediction","high-dimensional systems"],"type":"conference","date_created":"2024-04-30T08:43:14Z","abstract":[{"lang":"eng","text":"We utilize extreme learning machines for the prediction of partial differential equations (PDEs). Our method splits the state space into multiple windows that are predicted individually using a single model. Despite requiring only few data points (in some cases, our method can learn from a single full-state snapshot), it still achieves high accuracy and can predict the flow of PDEs over long time horizons. Moreover, we show how additional symmetries can be exploited to increase sample efficiency and to enforce equivariance."}],"publication":"Systems theory in data and optimization"},{"publication":"2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)","citation":{"apa":"Voth, D., Dane, L., Grebe, J., Peitz, S., &#38; Terhörst, P. (2025). Effective Backdoor Learning on Open-Set Face Recognition Systems. <i>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</i>, 1027–1039. <a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">https://doi.org/10.1109/WACV61041.2025.00109</a>","ieee":"D. Voth, L. Dane, J. Grebe, S. Peitz, and P. Terhörst, “Effective Backdoor Learning on Open-Set Face Recognition Systems,” in <i>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</i>, 2025, pp. 1027–1039, doi: <a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">10.1109/WACV61041.2025.00109</a>.","chicago":"Voth, Diana, Leonidas Dane, Jonas Grebe, Sebastian Peitz, and Philipp Terhörst. “Effective Backdoor Learning on Open-Set Face Recognition Systems.” In <i>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</i>, 1027–39, 2025. <a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">https://doi.org/10.1109/WACV61041.2025.00109</a>.","short":"D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025, pp. 1027–1039.","mla":"Voth, Diana, et al. “Effective Backdoor Learning on Open-Set Face Recognition Systems.” <i>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</i>, 2025, pp. 1027–39, doi:<a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">10.1109/WACV61041.2025.00109</a>.","ama":"Voth D, Dane L, Grebe J, Peitz S, Terhörst P. Effective Backdoor Learning on Open-Set Face Recognition Systems. In: <i>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</i>. ; 2025:1027-1039. doi:<a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">10.1109/WACV61041.2025.00109</a>","bibtex":"@inproceedings{Voth_Dane_Grebe_Peitz_Terhörst_2025, title={Effective Backdoor Learning on Open-Set Face Recognition Systems}, DOI={<a href=\"https://doi.org/10.1109/WACV61041.2025.00109\">10.1109/WACV61041.2025.00109</a>}, booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, author={Voth, Diana and Dane, Leonidas and Grebe, Jonas and Peitz, Sebastian and Terhörst, Philipp}, year={2025}, pages={1027–1039} }"},"type":"conference","keyword":["own","own-conference"],"department":[{"_id":"655"}],"date_created":"2026-10-01T12:04:52Z","date_updated":"2026-10-01T12:05:02Z","year":"2025","title":"Effective Backdoor Learning on Open-Set Face Recognition Systems","status":"public","author":[{"first_name":"Diana","last_name":"Voth","full_name":"Voth, Diana"},{"last_name":"Dane","first_name":"Leonidas","full_name":"Dane, Leonidas"},{"last_name":"Grebe","first_name":"Jonas","full_name":"Grebe, Jonas"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","last_name":"Peitz","id":"47427"},{"first_name":"Philipp","last_name":"Terhörst","full_name":"Terhörst, Philipp"}],"user_id":"47427","doi":"10.1109/WACV61041.2025.00109","page":"1027-1039","language":[{"iso":"eng"}],"_id":"67313"},{"publication":"arXiv:2504.12000","citation":{"ieee":"T. Markmann, M. Straat, S. Peitz, and B. Hammer, “Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime,” <i>arXiv:2504.12000</i>. 2025.","apa":"Markmann, T., Straat, M., Peitz, S., &#38; Hammer, B. (2025). Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime. In <i>arXiv:2504.12000</i>.","short":"T. Markmann, M. Straat, S. Peitz, B. Hammer, ArXiv:2504.12000 (2025).","chicago":"Markmann, Thorben, Michiel Straat, Sebastian Peitz, and Barbara Hammer. “Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime.” <i>ArXiv:2504.12000</i>, 2025.","mla":"Markmann, Thorben, et al. “Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime.” <i>ArXiv:2504.12000</i>, 2025.","bibtex":"@article{Markmann_Straat_Peitz_Hammer_2025, title={Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime}, journal={arXiv:2504.12000}, author={Markmann, Thorben and Straat, Michiel and Peitz, Sebastian and Hammer, Barbara}, year={2025} }","ama":"Markmann T, Straat M, Peitz S, Hammer B. Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime. <i>arXiv:250412000</i>. Published online 2025."},"keyword":["own","own-preprint"],"type":"preprint","department":[{"_id":"655"}],"date_created":"2026-10-01T12:04:32Z","date_updated":"2026-10-01T12:04:44Z","year":"2025","title":"Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime","status":"public","author":[{"last_name":"Markmann","first_name":"Thorben","full_name":"Markmann, Thorben"},{"full_name":"Straat, Michiel","last_name":"Straat","first_name":"Michiel"},{"id":"47427","full_name":"Peitz, Sebastian","last_name":"Peitz","first_name":"Sebastian","orcid":"0000-0002-3389-793X"},{"full_name":"Hammer, Barbara","first_name":"Barbara","last_name":"Hammer"}],"user_id":"47427","language":[{"iso":"eng"}],"_id":"67312"},{"publication":"arXiv:2509.22482","citation":{"bibtex":"@article{Boshoff_Peitz_Klus_2025, title={Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces}, journal={arXiv:2509.22482}, author={Boshoff, Septimus and Peitz, Sebastian and Klus, Stefan}, year={2025} }","ama":"Boshoff S, Peitz S, Klus S. Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces. <i>arXiv:250922482</i>. Published online 2025.","mla":"Boshoff, Septimus, et al. “Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces.” <i>ArXiv:2509.22482</i>, 2025.","short":"S. Boshoff, S. Peitz, S. Klus, ArXiv:2509.22482 (2025).","chicago":"Boshoff, Septimus, Sebastian Peitz, and Stefan Klus. “Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces.” <i>ArXiv:2509.22482</i>, 2025.","ieee":"S. Boshoff, S. Peitz, and S. Klus, “Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces,” <i>arXiv:2509.22482</i>. 2025.","apa":"Boshoff, S., Peitz, S., &#38; Klus, S. (2025). Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces. In <i>arXiv:2509.22482</i>."},"date_created":"2026-10-01T12:03:40Z","type":"preprint","keyword":["own","own-preprint"],"department":[{"_id":"655"}],"status":"public","title":"Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces","year":"2025","author":[{"full_name":"Boshoff, Septimus","first_name":"Septimus","last_name":"Boshoff"},{"id":"47427","orcid":"0000-0002-3389-793X","first_name":"Sebastian","last_name":"Peitz","full_name":"Peitz, Sebastian"},{"last_name":"Klus","first_name":"Stefan","full_name":"Klus, Stefan"}],"date_updated":"2026-10-01T12:03:58Z","_id":"67310","language":[{"iso":"eng"}],"user_id":"47427"},{"conference":{"name":"7th International Conference on Human Systems Engineering and Design: Future Trends and Applications (IHSED 2025)","start_date":"2025-09-22","location":"Split","end_date":"2025-09-24"},"status":"public","publisher":"AHFE International","_id":"62181","volume":198,"user_id":"58595","citation":{"short":"I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 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>.","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>","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>","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} }","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>."},"quality_controlled":"1","oa":"1","author":[{"id":"47565","full_name":"Gräßler, Iris","last_name":"Gräßler","first_name":"Iris","orcid":"0000-0001-5765-971X"},{"full_name":"Özcan, Deniz","first_name":"Deniz","last_name":"Özcan","id":"58595"}],"publication_identifier":{"issn":["2771-0718"]},"year":"2025","title":"Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes","intvolume":"       198","publication_status":"published","date_updated":"2026-10-01T12:25:18Z","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"doi":"10.54941/ahfe1006785","publication":"AHFE International","abstract":[{"lang":"eng","text":"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>"}],"date_created":"2025-11-13T16:37:59Z","department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"type":"conference"},{"date_created":"2025-11-13T16:43:05Z","type":"book","department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"abstract":[{"lang":"eng","text":"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 Szenario-Technik, 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>"}],"main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.51202/9783911670180","alternative_title":["VDI-Studie"],"title":"Automation 2035","year":"2025","publication_identifier":{"isbn":["9783911670180"]},"author":[{"id":"47565","full_name":"Gräßler, Iris","last_name":"Gräßler","orcid":"0000-0001-5765-971X","first_name":"Iris"},{"id":"58595","first_name":"Deniz","last_name":"Özcan","full_name":"Özcan, Deniz"},{"full_name":"Tusek, Alena Marie","last_name":"Tusek","first_name":"Alena Marie","id":"59370"},{"full_name":"Bilgic, Attila","last_name":"Bilgic","first_name":"Attila"},{"first_name":"Christian","last_name":"Lange","full_name":"Lange, Christian"},{"last_name":"Stich","first_name":"Christian","full_name":"Stich, Christian"},{"first_name":"Christine","last_name":"Maul","full_name":"Maul, Christine"},{"full_name":"Heizmann, Michael","last_name":"Heizmann","first_name":"Michael"},{"full_name":"Weyrich, Michael","last_name":"Weyrich","first_name":"Michael"},{"last_name":"Dessel,","first_name":"Sascha","full_name":"Dessel,, Sascha"},{"last_name":"Miny","first_name":"Torben","full_name":"Miny, Torben"},{"first_name":"Ulrich","last_name":"Jumar","full_name":"Jumar, Ulrich"}],"publication_status":"published","date_updated":"2026-10-01T12:25:27Z","oa":"1","citation":{"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>","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>.","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>.","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>","ieee":"I. Gräßler <i>et al.</i>, <i>Automation 2035</i>. VDI Verlag, 2025."},"quality_controlled":"1","_id":"62182","publisher":"VDI Verlag","user_id":"58595","status":"public"},{"status":"public","user_id":"23547","volume":10,"page":"5664-5673","publisher":"American Chemical Society (ACS)","_id":"61015","quality_controlled":"1","citation":{"ama":"Baier D, Kieke L, Voth S, et al. Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach. <i>ACS Sensors</i>. 2025;10(8):5664-5673. doi:<a href=\"https://doi.org/10.1021/acssensors.5c00770\">10.1021/acssensors.5c00770</a>","bibtex":"@article{Baier_Kieke_Voth_Kloß_Huck_Steinrück_Tiemann_2025, title={Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach}, volume={10}, DOI={<a href=\"https://doi.org/10.1021/acssensors.5c00770\">10.1021/acssensors.5c00770</a>}, number={8}, journal={ACS Sensors}, publisher={American Chemical Society (ACS)}, author={Baier, Dominik and Kieke, Laureen and Voth, Sven and Kloß, Marvin and Huck, Marten and Steinrück, Hans-Georg and Tiemann, Michael}, year={2025}, pages={5664–5673} }","mla":"Baier, Dominik, et al. “Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach.” <i>ACS Sensors</i>, vol. 10, no. 8, American Chemical Society (ACS), 2025, pp. 5664–73, doi:<a href=\"https://doi.org/10.1021/acssensors.5c00770\">10.1021/acssensors.5c00770</a>.","chicago":"Baier, Dominik, Laureen Kieke, Sven Voth, Marvin Kloß, Marten Huck, Hans-Georg Steinrück, and Michael Tiemann. “Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach.” <i>ACS Sensors</i> 10, no. 8 (2025): 5664–73. <a href=\"https://doi.org/10.1021/acssensors.5c00770\">https://doi.org/10.1021/acssensors.5c00770</a>.","short":"D. Baier, L. Kieke, S. Voth, M. Kloß, M. Huck, H.-G. Steinrück, M. Tiemann, ACS Sensors 10 (2025) 5664–5673.","apa":"Baier, D., Kieke, L., Voth, S., Kloß, M., Huck, M., Steinrück, H.-G., &#38; Tiemann, M. (2025). Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach. <i>ACS Sensors</i>, <i>10</i>(8), 5664–5673. <a href=\"https://doi.org/10.1021/acssensors.5c00770\">https://doi.org/10.1021/acssensors.5c00770</a>","ieee":"D. Baier <i>et al.</i>, “Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach,” <i>ACS Sensors</i>, vol. 10, no. 8, pp. 5664–5673, 2025, doi: <a href=\"https://doi.org/10.1021/acssensors.5c00770\">10.1021/acssensors.5c00770</a>."},"date_updated":"2026-10-01T14:20:27Z","publication_status":"published","intvolume":"        10","year":"2025","title":"Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach","author":[{"full_name":"Baier, Dominik","first_name":"Dominik","last_name":"Baier"},{"full_name":"Kieke, Laureen","first_name":"Laureen","last_name":"Kieke"},{"first_name":"Sven","last_name":"Voth","full_name":"Voth, Sven"},{"full_name":"Kloß, Marvin","first_name":"Marvin","last_name":"Kloß"},{"last_name":"Huck","first_name":"Marten","full_name":"Huck, Marten"},{"last_name":"Steinrück","first_name":"Hans-Georg","orcid":"0000-0001-6373-0877","full_name":"Steinrück, Hans-Georg","id":"84268"},{"first_name":"Michael","last_name":"Tiemann","orcid":"0000-0003-1711-2722","full_name":"Tiemann, Michael","id":"23547"}],"publication_identifier":{"issn":["2379-3694","2379-3694"]},"doi":"10.1021/acssensors.5c00770","language":[{"iso":"eng"}],"issue":"8","publication":"ACS Sensors","type":"journal_article","department":[{"_id":"35"},{"_id":"2"},{"_id":"307"}],"date_created":"2025-08-26T06:58:26Z"},{"citation":{"apa":"Rotthaler, A. L., Sri Ramulu, H., Simko, L., Fahl, S., &#38; Acar, Y. (2025). “It’s Time. Time for Digital Security.”: An End User Study on Actionable Security and Privacy Advice. In M. Blanton, W. Enck, &#38; C. Nita-Rotaru (Eds.), <i>IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025</i> (pp. 2228–2245). IEEE. <a href=\"https://doi.org/10.1109/SP61157.2025.00100\">https://doi.org/10.1109/SP61157.2025.00100</a>","ieee":"A. L. Rotthaler, H. Sri Ramulu, L. Simko, S. Fahl, and Y. Acar, “‘It’s Time. Time for Digital Security.’: An End User Study on Actionable Security and Privacy Advice,” in <i>IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025</i>, 2025, pp. 2228–2245, doi: <a href=\"https://doi.org/10.1109/SP61157.2025.00100\">10.1109/SP61157.2025.00100</a>.","chicago":"Rotthaler, Anna Lena, Harshini Sri Ramulu, Lucy Simko, Sascha Fahl, and Yasemin Acar. “‘It’s Time. Time for Digital Security.’: An End User Study on Actionable Security and Privacy Advice.” In <i>IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025</i>, edited by Marina Blanton, William Enck, and Cristina Nita-Rotaru, 2228–2245. IEEE, 2025. <a href=\"https://doi.org/10.1109/SP61157.2025.00100\">https://doi.org/10.1109/SP61157.2025.00100</a>.","short":"A.L. Rotthaler, H. Sri Ramulu, L. Simko, S. Fahl, Y. Acar, in: M. Blanton, W. Enck, C. Nita-Rotaru (Eds.), IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025, IEEE, 2025, pp. 2228–2245.","mla":"Rotthaler, Anna Lena, et al. “‘It’s Time. Time for Digital Security.’: An End User Study on Actionable Security and Privacy Advice.” <i>IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025</i>, edited by Marina Blanton et al., IEEE, 2025, pp. 2228–2245, doi:<a href=\"https://doi.org/10.1109/SP61157.2025.00100\">10.1109/SP61157.2025.00100</a>.","ama":"Rotthaler AL, Sri Ramulu H, Simko L, Fahl S, Acar Y. “It’s Time. Time for Digital Security.”: An End User Study on Actionable Security and Privacy Advice. In: Blanton M, Enck W, Nita-Rotaru C, eds. <i>IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025</i>. IEEE; 2025:2228–2245. doi:<a href=\"https://doi.org/10.1109/SP61157.2025.00100\">10.1109/SP61157.2025.00100</a>","bibtex":"@inproceedings{Rotthaler_Sri Ramulu_Simko_Fahl_Acar_2025, title={“It’s Time. Time for Digital Security.”: An End User Study on Actionable Security and Privacy Advice}, DOI={<a href=\"https://doi.org/10.1109/SP61157.2025.00100\">10.1109/SP61157.2025.00100</a>}, booktitle={IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025}, publisher={IEEE}, author={Rotthaler, Anna Lena and Sri Ramulu, Harshini and Simko, Lucy and Fahl, Sascha and Acar, Yasemin}, editor={Blanton, Marina and Enck, William and Nita-Rotaru, Cristina}, year={2025}, pages={2228–2245} }"},"publication":"IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025","type":"conference","date_created":"2025-09-04T11:13:58Z","date_updated":"2026-10-01T16:06:17Z","author":[{"first_name":"Anna Lena","last_name":"Rotthaler","full_name":"Rotthaler, Anna Lena","id":"97843"},{"id":"99000","orcid":"0000-0002-0000-5843","first_name":"Harshini","last_name":"Sri Ramulu","full_name":"Sri Ramulu, Harshini"},{"full_name":"Simko, Lucy","last_name":"Simko","first_name":"Lucy"},{"last_name":"Fahl","first_name":"Sascha","full_name":"Fahl, Sascha"},{"id":"94636","full_name":"Acar, Yasemin","first_name":"Yasemin","last_name":"Acar"}],"year":"2025","title":"\"It’s Time. Time for Digital Security.\": An End User Study on Actionable Security and Privacy Advice","status":"public","editor":[{"last_name":"Blanton","first_name":"Marina","full_name":"Blanton, Marina"},{"last_name":"Enck","first_name":"William","full_name":"Enck, William"},{"last_name":"Nita-Rotaru","first_name":"Cristina","full_name":"Nita-Rotaru, Cristina"}],"doi":"10.1109/SP61157.2025.00100","user_id":"97843","_id":"61129","language":[{"iso":"eng"}],"publisher":"IEEE","page":"2228–2245"},{"year":"2025","status":"public","title":"S3C2 SICP Summit 2025-06: Vulnerability Response Summit","author":[{"id":"97843","last_name":"Rotthaler","first_name":"Anna Lena","full_name":"Rotthaler, Anna Lena"},{"full_name":"Oberthür, Simon","last_name":"Oberthür","first_name":"Simon","id":"383"},{"full_name":"Somorovsky, Juraj","last_name":"Somorovsky","orcid":"0000-0002-3593-7720","first_name":"Juraj","id":"83504"},{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten","id":"72497"},{"full_name":"Trang, Simon Thanh-Nam","first_name":"Simon Thanh-Nam","orcid":"0000-0002-4784-4038","last_name":"Trang","id":"98948"},{"id":"94636","full_name":"Acar, Yasemin","first_name":"Yasemin","last_name":"Acar"},{"full_name":"Cukier, Michel","last_name":"Cukier","first_name":"Michel"},{"full_name":"Enck, William","last_name":"Enck","first_name":"William"},{"first_name":"Alexandros","last_name":"Kapravelos","full_name":"Kapravelos, Alexandros"},{"full_name":"Kästner, Christian","first_name":"Christian","last_name":"Kästner"}],"date_updated":"2026-10-01T16:11:00Z","language":[{"iso":"eng"}],"_id":"67335","user_id":"97843","publication":"arXiv preprint arXiv:2512.02600","citation":{"mla":"Rotthaler, Anna Lena, et al. “S3C2 SICP Summit 2025-06: Vulnerability Response Summit.” <i>ArXiv Preprint ArXiv:2512.02600</i>, 2025.","ama":"Rotthaler AL, Oberthür S, Somorovsky J, et al. S3C2 SICP Summit 2025-06: Vulnerability Response Summit. <i>arXiv preprint arXiv:251202600</i>. Published online 2025.","bibtex":"@article{Rotthaler_Oberthür_Somorovsky_Thommes_Trang_Acar_Cukier_Enck_Kapravelos_Kästner_2025, title={S3C2 SICP Summit 2025-06: Vulnerability Response Summit}, journal={arXiv preprint arXiv:2512.02600}, author={Rotthaler, Anna Lena and Oberthür, Simon and Somorovsky, Juraj and Thommes, Kirsten and Trang, Simon Thanh-Nam and Acar, Yasemin and Cukier, Michel and Enck, William and Kapravelos, Alexandros and Kästner, Christian}, year={2025} }","apa":"Rotthaler, A. L., Oberthür, S., Somorovsky, J., Thommes, K., Trang, S. T.-N., Acar, Y., Cukier, M., Enck, W., Kapravelos, A., &#38; Kästner, C. (2025). S3C2 SICP Summit 2025-06: Vulnerability Response Summit. <i>ArXiv Preprint ArXiv:2512.02600</i>.","ieee":"A. L. Rotthaler <i>et al.</i>, “S3C2 SICP Summit 2025-06: Vulnerability Response Summit,” <i>arXiv preprint arXiv:2512.02600</i>, 2025.","short":"A.L. Rotthaler, S. Oberthür, J. Somorovsky, K. Thommes, S.T.-N. Trang, Y. Acar, M. Cukier, W. Enck, A. Kapravelos, C. Kästner, ArXiv Preprint ArXiv:2512.02600 (2025).","chicago":"Rotthaler, Anna Lena, Simon Oberthür, Juraj Somorovsky, Kirsten Thommes, Simon Thanh-Nam Trang, Yasemin Acar, Michel Cukier, William Enck, Alexandros Kapravelos, and Christian Kästner. “S3C2 SICP Summit 2025-06: Vulnerability Response Summit.” <i>ArXiv Preprint ArXiv:2512.02600</i>, 2025."},"date_created":"2026-10-01T16:10:38Z","type":"journal_article"}]