[{"abstract":[{"text":"Many quantum optical applications in spectroscopy, communication and signal analysis rely on spectrally-engineered nonlinear optical interactions to target specific wavelengths or bandwidth. Here, in an established material platform like lithium niobate the achievable wavelength and bandwidth combinations are usually limited by the material’s dispersion and its birefringence. In this regard, mixed crystals of lithium niobate tantalate (LNT) promise a novel material platform, because they allow tuning the birefringence, which is central for type II phase matching devices. Crucially, LNT offers crystal  compositions without any birefringence, which still retain their second-order optical nonlinearity. Despite recent progress in the growth and fabrication of LNT, so far no works have investigated the unique properties of LNT for use in electro-optics, nonlinear or quantum optics. In this study, we explore nonlinear optical devices based on LNT for broad- and narrowband nonlinear optical interactions based on recently measured Sellmeier coefficients. Most interestingly, we find that compositions without birefringence allow the design of broadband, degenerate type II phase matching sources spanning the whole near- to mid-infrared range by only changing the poling period and pump wavelength. Such devices are not easily realizable in pure lithium niobate or lithium tantalate. This could potentially allow for\tmore flexible light sources and nonlinear devices in quantum metrology, quantum spectroscopy and quantum communication.","lang":"eng"}],"issue":"8","publication":"Optical Materials Express","department":[{"_id":"288"},{"_id":"623"},{"_id":"15"}],"type":"journal_article","date_created":"2026-09-02T11:53:45Z","intvolume":"        16","article_type":"original","date_updated":"2026-09-02T13:35:22Z","publication_status":"published","publication_identifier":{"issn":["2159-3930"]},"author":[{"id":"88149","full_name":"Roeder, Franz","last_name":"Roeder","first_name":"Franz"},{"first_name":"Michael","orcid":"0000-0003-4682-4577","last_name":"Rüsing","full_name":"Rüsing, Michael","id":"22501"},{"last_name":"Hehemann","first_name":"Tobias","full_name":"Hehemann, Tobias"},{"id":"81424","full_name":"Gnanavel, Abira","first_name":"Abira","last_name":"Gnanavel"},{"id":"13244","full_name":"Eigner, Christof","orcid":"https://orcid.org/0000-0002-5693-3083","first_name":"Christof","last_name":"Eigner"},{"first_name":"Benjamin","orcid":"0000-0003-4140-0556 ","last_name":"Brecht","full_name":"Brecht, Benjamin","id":"27150"},{"first_name":"Mirco","last_name":"Imlau","full_name":"Imlau, Mirco"},{"id":"26263","full_name":"Silberhorn, Christine","first_name":"Christine","last_name":"Silberhorn"}],"title":"Lithium niobate tantalate mixed crystals: a versatile platform for nonlinear quantum processes","year":"2026","doi":"10.1364/ome.592892","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1364/OME.592892"}],"article_number":"2668","quality_controlled":"1","citation":{"chicago":"Roeder, Franz, Michael Rüsing, Tobias Hehemann, Abira Gnanavel, Christof Eigner, Benjamin Brecht, Mirco Imlau, and Christine Silberhorn. “Lithium Niobate Tantalate Mixed Crystals: A Versatile Platform for Nonlinear Quantum Processes.” <i>Optical Materials Express</i> 16, no. 8 (2026). <a href=\"https://doi.org/10.1364/ome.592892\">https://doi.org/10.1364/ome.592892</a>.","short":"F. Roeder, M. Rüsing, T. Hehemann, A. Gnanavel, C. Eigner, B. Brecht, M. Imlau, C. Silberhorn, Optical Materials Express 16 (2026).","apa":"Roeder, F., Rüsing, M., Hehemann, T., Gnanavel, A., Eigner, C., Brecht, B., Imlau, M., &#38; Silberhorn, C. (2026). Lithium niobate tantalate mixed crystals: a versatile platform for nonlinear quantum processes. <i>Optical Materials Express</i>, <i>16</i>(8), Article 2668. <a href=\"https://doi.org/10.1364/ome.592892\">https://doi.org/10.1364/ome.592892</a>","ieee":"F. Roeder <i>et al.</i>, “Lithium niobate tantalate mixed crystals: a versatile platform for nonlinear quantum processes,” <i>Optical Materials Express</i>, vol. 16, no. 8, Art. no. 2668, 2026, doi: <a href=\"https://doi.org/10.1364/ome.592892\">10.1364/ome.592892</a>.","ama":"Roeder F, Rüsing M, Hehemann T, et al. Lithium niobate tantalate mixed crystals: a versatile platform for nonlinear quantum processes. <i>Optical Materials Express</i>. 2026;16(8). doi:<a href=\"https://doi.org/10.1364/ome.592892\">10.1364/ome.592892</a>","bibtex":"@article{Roeder_Rüsing_Hehemann_Gnanavel_Eigner_Brecht_Imlau_Silberhorn_2026, title={Lithium niobate tantalate mixed crystals: a versatile platform for nonlinear quantum processes}, volume={16}, DOI={<a href=\"https://doi.org/10.1364/ome.592892\">10.1364/ome.592892</a>}, number={82668}, journal={Optical Materials Express}, publisher={Optica Publishing Group}, author={Roeder, Franz and Rüsing, Michael and Hehemann, Tobias and Gnanavel, Abira and Eigner, Christof and Brecht, Benjamin and Imlau, Mirco and Silberhorn, Christine}, year={2026} }","mla":"Roeder, Franz, et al. “Lithium Niobate Tantalate Mixed Crystals: A Versatile Platform for Nonlinear Quantum Processes.” <i>Optical Materials Express</i>, vol. 16, no. 8, 2668, Optica Publishing Group, 2026, doi:<a href=\"https://doi.org/10.1364/ome.592892\">10.1364/ome.592892</a>."},"oa":"1","status":"public","volume":16,"user_id":"22501","funded_apc":"1","_id":"66939","publisher":"Optica Publishing Group"},{"date_created":"2026-09-02T12:01:19Z","type":"journal_article","department":[{"_id":"288"},{"_id":"15"},{"_id":"623"}],"publication":"Optical Materials Express","issue":"7","abstract":[{"lang":"eng","text":"Understanding and controlling the optical properties of lithium niobate tantalate solid solutions (LiNb1−xTaxO3, 0 ≤ x ≤ 1) is essential for their use in integrated quantum and nonlinear photonics. This material system allows for composition-dependent tuning of key optical parameters such as refractive indices and birefringence. While lithium niobate (LiNbO3, x = 0) and lithium tantalate (LiTaO3, x = 1) are well characterized, reliable dispersion data for intermediate compositions remain scarce, limiting accurate modeling and refractive index engineering. Here, we address this gap by experimentally determining the ordinary and extraordinary refractive indices of LiNb1−xTaxO3 over the spectral range of 405 − 1550 nm using an interferometric technique. As a result, composition-dependent refractive index dispersion and Sellmeier coefficients are derived and discussed in relation to previous studies and structural aspects. In particular, a monotonic decrease of the ordinary refractive index with increasing Tantalum concentration is observed. The present Sellmeier coefficients further allow discussion of zero birefringence dispersion and its composition dependence in lithium niobate tantalate."}],"article_number":"2069","main_file_link":[{"url":"https://doi.org/10.1364/OME.592118","open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.1364/ome.592118","title":"Composition-dependent refractive index dispersion and Sellmeier coefficients for lithium niobate tantalate solid solutions","year":"2026","publication_identifier":{"issn":["2159-3930"]},"author":[{"first_name":"Tobias","last_name":"Hehemann","full_name":"Hehemann, Tobias"},{"full_name":"Dömer, Niklas","first_name":"Niklas","last_name":"Dömer"},{"last_name":"Sauerwein","first_name":"Felix","full_name":"Sauerwein, Felix"},{"full_name":"Rüsing, Michael","orcid":"0000-0003-4682-4577","last_name":"Rüsing","first_name":"Michael","id":"22501"},{"full_name":"Ganschow, Steffen","last_name":"Ganschow","first_name":"Steffen"},{"full_name":"Imlau, Mirco","first_name":"Mirco","last_name":"Imlau"}],"publication_status":"published","date_updated":"2026-09-02T12:06:36Z","article_type":"original","intvolume":"        16","oa":"1","citation":{"mla":"Hehemann, Tobias, et al. “Composition-Dependent Refractive Index Dispersion and Sellmeier Coefficients for Lithium Niobate Tantalate Solid Solutions.” <i>Optical Materials Express</i>, vol. 16, no. 7, 2069, Optica Publishing Group, 2026, doi:<a href=\"https://doi.org/10.1364/ome.592118\">10.1364/ome.592118</a>.","ama":"Hehemann T, Dömer N, Sauerwein F, Rüsing M, Ganschow S, Imlau M. Composition-dependent refractive index dispersion and Sellmeier coefficients for lithium niobate tantalate solid solutions. <i>Optical Materials Express</i>. 2026;16(7). doi:<a href=\"https://doi.org/10.1364/ome.592118\">10.1364/ome.592118</a>","bibtex":"@article{Hehemann_Dömer_Sauerwein_Rüsing_Ganschow_Imlau_2026, title={Composition-dependent refractive index dispersion and Sellmeier coefficients for lithium niobate tantalate solid solutions}, volume={16}, DOI={<a href=\"https://doi.org/10.1364/ome.592118\">10.1364/ome.592118</a>}, number={72069}, journal={Optical Materials Express}, publisher={Optica Publishing Group}, author={Hehemann, Tobias and Dömer, Niklas and Sauerwein, Felix and Rüsing, Michael and Ganschow, Steffen and Imlau, Mirco}, year={2026} }","apa":"Hehemann, T., Dömer, N., Sauerwein, F., Rüsing, M., Ganschow, S., &#38; Imlau, M. (2026). Composition-dependent refractive index dispersion and Sellmeier coefficients for lithium niobate tantalate solid solutions. <i>Optical Materials Express</i>, <i>16</i>(7), Article 2069. <a href=\"https://doi.org/10.1364/ome.592118\">https://doi.org/10.1364/ome.592118</a>","ieee":"T. Hehemann, N. Dömer, F. Sauerwein, M. Rüsing, S. Ganschow, and M. Imlau, “Composition-dependent refractive index dispersion and Sellmeier coefficients for lithium niobate tantalate solid solutions,” <i>Optical Materials Express</i>, vol. 16, no. 7, Art. no. 2069, 2026, doi: <a href=\"https://doi.org/10.1364/ome.592118\">10.1364/ome.592118</a>.","short":"T. Hehemann, N. Dömer, F. Sauerwein, M. Rüsing, S. Ganschow, M. Imlau, Optical Materials Express 16 (2026).","chicago":"Hehemann, Tobias, Niklas Dömer, Felix Sauerwein, Michael Rüsing, Steffen Ganschow, and Mirco Imlau. “Composition-Dependent Refractive Index Dispersion and Sellmeier Coefficients for Lithium Niobate Tantalate Solid Solutions.” <i>Optical Materials Express</i> 16, no. 7 (2026). <a href=\"https://doi.org/10.1364/ome.592118\">https://doi.org/10.1364/ome.592118</a>."},"quality_controlled":"1","publisher":"Optica Publishing Group","_id":"66941","funded_apc":"1","user_id":"22501","volume":16,"status":"public"},{"oa":"1","citation":{"apa":"Niesen, H., &#38; Rumlich, D. (2026). Forschendes Lernen im Praxissemester des Faches Englisch. In C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, &#38; S. Fechner (Eds.), <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i> (pp. 85–101). Waxmann. <a href=\"https://doi.org/10.31244/9783818851057\">https://doi.org/10.31244/9783818851057</a>","ieee":"H. Niesen and D. Rumlich, “Forschendes Lernen im Praxissemester des Faches Englisch,” in <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, and S. Fechner, Eds. Waxmann, 2026, pp. 85–101.","short":"H. Niesen, D. Rumlich, in: C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, S. Fechner (Eds.), Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven, Waxmann, 2026, pp. 85–101.","chicago":"Niesen, Heike, and Dominik Rumlich. “Forschendes Lernen im Praxissemester des Faches Englisch.” In <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, edited by Christoph Vogelsang, Lea Grotegut, Julia Bruns, Josef Riese, and Sabine Fechner, 85–101. Waxmann, 2026. <a href=\"https://doi.org/10.31244/9783818851057\">https://doi.org/10.31244/9783818851057</a>.","mla":"Niesen, Heike, and Dominik Rumlich. “Forschendes Lernen im Praxissemester des Faches Englisch.” <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>, edited by Christoph Vogelsang et al., Waxmann, 2026, pp. 85–101, doi:<a href=\"https://doi.org/10.31244/9783818851057\">10.31244/9783818851057</a>.","ama":"Niesen H, Rumlich D. Forschendes Lernen im Praxissemester des Faches Englisch. In: Vogelsang C, Grotegut L, Bruns J, Riese J, Fechner S, eds. <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven</i>. Waxmann; 2026:85-101. doi:<a href=\"https://doi.org/10.31244/9783818851057\">10.31244/9783818851057</a>","bibtex":"@inbook{Niesen_Rumlich_2026, title={Forschendes Lernen im Praxissemester des Faches Englisch}, DOI={<a href=\"https://doi.org/10.31244/9783818851057\">10.31244/9783818851057</a>}, booktitle={Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven}, publisher={Waxmann}, author={Niesen, Heike and Rumlich, Dominik}, editor={Vogelsang, Christoph and Grotegut, Lea and Bruns, Julia and Riese, Josef and Fechner, Sabine}, year={2026}, pages={85–101} }"},"user_id":"76026","editor":[{"last_name":"Vogelsang","first_name":"Christoph","full_name":"Vogelsang, Christoph"},{"full_name":"Grotegut, Lea","first_name":"Lea","last_name":"Grotegut"},{"first_name":"Julia","last_name":"Bruns","full_name":"Bruns, Julia"},{"full_name":"Riese, Josef","last_name":"Riese","first_name":"Josef"},{"full_name":"Fechner, Sabine","last_name":"Fechner","first_name":"Sabine"}],"page":"85-101","_id":"67014","publisher":"Waxmann","status":"public","type":"book_chapter","department":[{"_id":"36"},{"_id":"1"},{"_id":"612"}],"date_created":"2026-09-05T18:08:53Z","abstract":[{"lang":"ger","text":"<jats:p>Eine zentrale Herausforderung in der Professionalisierung pädagogischer Fach- und Lehrkräfte besteht in der Relation von eher theoretischen und praktischen Ausbildungsbestandteilen. Beispielsweise fühlen sich angehende Lehrkräfte durch ihr Studium häufig nicht ausreichend auf die beruflichen Anforderungen vorbereitet. Daher wird verstärkt versucht, Curricula von Ausbildungs- und Studiengängen deutlicher an den tatsächlichen professionellen Handlungsanforderungen zu orientieren und auch in frühen Ausbildungsphasen verstärkt Elemente beruflicher Praxis zu integrieren. \r\nDieser Band nimmt die Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften theoretisch-konzeptionell sowie empirisch in den Blick. Zudem werden innovative Lehransätze aufgezeigt, die den Fokus auf eine Stärkung einer solchen Handlungsorientierung legen, z.B. durch simulationsbasierte Lern- und Prüfungsformate.\r\nEs handelt sich um den zweiten Band der Reihe Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung, die von der PLAZ – Professional School of Education herausgegeben wird.</jats:p>"}],"publication":"Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften. Konzeptionen und Forschungsperspektiven","doi":"10.31244/9783818851057","main_file_link":[{"url":"https://doi.org/10.31244/9783818851057","open_access":"1"}],"language":[{"iso":"ger"}],"publication_status":"published","date_updated":"2026-09-05T18:14:47Z","title":"Forschendes Lernen im Praxissemester des Faches Englisch","year":"2026","author":[{"last_name":"Niesen","first_name":"Heike","full_name":"Niesen, Heike"},{"id":"76026","full_name":"Rumlich, Dominik","first_name":"Dominik","orcid":"0000-0001-8682-450X","last_name":"Rumlich"}],"publication_identifier":{"isbn":["9783818801052"]}},{"_id":"67194","publisher":"IEEE","user_id":"15402","conference":{"end_date":"11.07.2026","start_date":"07.07.2026","name":"Conference on Advanced Intelligent Mechatronics (AIM)","location":"Genova, Italy"},"status":"public","oa":"1","citation":{"mla":"Timmermann, Julia Magdalena, et al. “Hybrid Modeling as a Virtual Sensor Concept for Automotive HVAC Outlet Temperature Estimation.” <i>2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)</i>, IEEE, 2026, doi:<a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">10.1109/aim65483.2026.11658345</a>.","bibtex":"@inproceedings{Timmermann_Biemelt_Li_Trächtler_Pankratz_2026, title={Hybrid modeling as a virtual sensor concept for automotive HVAC outlet temperature estimation}, DOI={<a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">10.1109/aim65483.2026.11658345</a>}, booktitle={2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)}, publisher={IEEE}, author={Timmermann, Julia Magdalena and Biemelt, Patrick and Li, Changcheng and Trächtler, Ansgar and Pankratz, Eduard}, year={2026} }","ama":"Timmermann JM, Biemelt P, Li C, Trächtler A, Pankratz E. Hybrid modeling as a virtual sensor concept for automotive HVAC outlet temperature estimation. In: <i>2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)</i>. IEEE; 2026. doi:<a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">10.1109/aim65483.2026.11658345</a>","ieee":"J. M. Timmermann, P. Biemelt, C. Li, A. Trächtler, and E. Pankratz, “Hybrid modeling as a virtual sensor concept for automotive HVAC outlet temperature estimation,” presented at the Conference on Advanced Intelligent Mechatronics (AIM), Genova, Italy, 2026, doi: <a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">10.1109/aim65483.2026.11658345</a>.","apa":"Timmermann, J. M., Biemelt, P., Li, C., Trächtler, A., &#38; Pankratz, E. (2026). Hybrid modeling as a virtual sensor concept for automotive HVAC outlet temperature estimation. <i>2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)</i>. Conference on Advanced Intelligent Mechatronics (AIM), Genova, Italy. <a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">https://doi.org/10.1109/aim65483.2026.11658345</a>","chicago":"Timmermann, Julia Magdalena, Patrick Biemelt, Changcheng Li, Ansgar Trächtler, and Eduard Pankratz. “Hybrid Modeling as a Virtual Sensor Concept for Automotive HVAC Outlet Temperature Estimation.” In <i>2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)</i>. IEEE, 2026. <a href=\"https://doi.org/10.1109/aim65483.2026.11658345\">https://doi.org/10.1109/aim65483.2026.11658345</a>.","short":"J.M. Timmermann, P. Biemelt, C. Li, A. Trächtler, E. Pankratz, in: 2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), IEEE, 2026."},"quality_controlled":"1","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/11658345","open_access":"1"}],"doi":"10.1109/aim65483.2026.11658345","publication_identifier":{"issn":[" 2159-6255 "],"isbn":["979-8-3195-3612-9"]},"author":[{"id":"15402","last_name":"Timmermann","first_name":"Julia Magdalena","full_name":"Timmermann, Julia Magdalena"},{"full_name":"Biemelt, Patrick","last_name":"Biemelt","first_name":"Patrick"},{"full_name":"Li, Changcheng","first_name":"Changcheng","last_name":"Li"},{"id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler","first_name":"Ansgar"},{"last_name":"Pankratz","first_name":"Eduard","full_name":"Pankratz, Eduard"}],"title":"Hybrid modeling as a virtual sensor concept for automotive HVAC outlet temperature estimation","year":"2026","date_updated":"2026-09-21T08:14:41Z","publication_status":"published","date_created":"2026-09-21T07:50:49Z","department":[{"_id":"153"}],"type":"conference","publication":"2026 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","abstract":[{"text":"Efficient thermal management in vehicles is becoming increasingly critical due to stricter energy efficiency requirements and rising passenger expectations for comfort. Conventional heating, ventilation, and air conditioning (HVAC) systems rely on numerous air outlet temperature sensors, which add significant costs at scale. This study introduces a hybrid virtual sensor concept that combines physics-based mathematical modeling with data-driven methods to address this challenge. A detailed physical model predicts air outlet temperatures, while neural networks capture unmodeled heat exchanges and environmental disturbances. Two hybrid strategies are explored: one augments the physical model with a neural network to learn residual heat flows, and the other employs an adiabatic physical model enhanced by a neural network that maps the total environmental heat exchange, supported by a disturbance observer for accurate heat flow estimation. Evaluation using measurement data from a real test vehicle in a simplified two-vent scenario demonstrates that hybrid virtual sensors can provide reliable temperature estimates, reduce reliance on hardware sensors, and maintain high control performance, highlighting the potential of integrating physics-based and machine learning methods in vehicle climate control systems.","lang":"eng"}]},{"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.scientific.net/SSP.389.253.pdf"}],"doi":"10.4028/p-gad5rr","publication_identifier":{"issn":["1662-9779"]},"author":[{"full_name":"Kersting, Lukas","last_name":"Kersting","first_name":"Lukas"},{"first_name":"Mustafa","last_name":"Koyuncu","full_name":"Koyuncu, Mustafa"},{"id":"36287","full_name":"Arian, Bahman","first_name":"Bahman","last_name":"Arian"},{"full_name":"Rozo Vasquez, Julian","first_name":"Julian","last_name":"Rozo Vasquez"},{"last_name":"Trächtler","first_name":"Ansgar","full_name":"Trächtler, Ansgar","id":"552"},{"full_name":"Homberg, Werner","last_name":"Homberg","first_name":"Werner","id":"233"},{"last_name":"Walther","first_name":"Frank","full_name":"Walther, Frank"}],"title":"Reducing the Uncertainty in Flow Forming of Metastable Austenites","year":"2026","intvolume":"       389","article_type":"original","date_updated":"2026-09-22T10:02:23Z","publication_status":"published","date_created":"2026-09-18T08:32:16Z","department":[{"_id":"153"},{"_id":"156"},{"_id":"241"}],"type":"journal_article","publication":"Solid State Phenomena","abstract":[{"lang":"eng","text":"<jats:p>Flow forming of metastable austenites is an innovative, incremental metal forming process with special capabilities due to the TRIP effect. However, the TRIP effect during flow forming is significantly affected by disturbances and especially batch fluctuations leading to process uncertainty. This aspect is further analyzed and quantified in this paper to give insights on how to minimize the impact of uncertainty. For this purpose, semifinished parts and resulting flow forming workpieces are systemically characterized concerning their properties and the property uncertainty supported by mathematical methods like correlation analysis and error propagation. A result is that the most influencing impact factor on the strain induced α’-martensite volume fraction as a material property are batch fluctuations, specifically the variations of the chemical composition. Those especially appear from batch to batch, but also within a batch accompanied by e.g. temperature effects. To counter this challenge, different methods from control theory like closed-loop property control and adaptive control can be applied to flow forming. Thus, uncertainty will be reduced to increase process robustness and to enable industrial exploitation of the TRIP effect in flow forming of metastable austenitic steels.</jats:p>"}],"_id":"67171","publisher":"Trans Tech Publications, Ltd.","page":"253-266","volume":389,"user_id":"82875","status":"public","oa":"1","citation":{"ieee":"L. Kersting <i>et al.</i>, “Reducing the Uncertainty in Flow Forming of Metastable Austenites,” <i>Solid State Phenomena</i>, vol. 389, pp. 253–266, 2026, doi: <a href=\"https://doi.org/10.4028/p-gad5rr\">10.4028/p-gad5rr</a>.","apa":"Kersting, L., Koyuncu, M., Arian, B., Rozo Vasquez, J., Trächtler, A., Homberg, W., &#38; Walther, F. (2026). Reducing the Uncertainty in Flow Forming of Metastable Austenites. <i>Solid State Phenomena</i>, <i>389</i>, 253–266. <a href=\"https://doi.org/10.4028/p-gad5rr\">https://doi.org/10.4028/p-gad5rr</a>","chicago":"Kersting, Lukas, Mustafa Koyuncu, Bahman Arian, Julian Rozo Vasquez, Ansgar Trächtler, Werner Homberg, and Frank Walther. “Reducing the Uncertainty in Flow Forming of Metastable Austenites.” <i>Solid State Phenomena</i> 389 (2026): 253–66. <a href=\"https://doi.org/10.4028/p-gad5rr\">https://doi.org/10.4028/p-gad5rr</a>.","short":"L. Kersting, M. Koyuncu, B. Arian, J. Rozo Vasquez, A. Trächtler, W. Homberg, F. Walther, Solid State Phenomena 389 (2026) 253–266.","mla":"Kersting, Lukas, et al. “Reducing the Uncertainty in Flow Forming of Metastable Austenites.” <i>Solid State Phenomena</i>, vol. 389, Trans Tech Publications, Ltd., 2026, pp. 253–66, doi:<a href=\"https://doi.org/10.4028/p-gad5rr\">10.4028/p-gad5rr</a>.","bibtex":"@article{Kersting_Koyuncu_Arian_Rozo Vasquez_Trächtler_Homberg_Walther_2026, title={Reducing the Uncertainty in Flow Forming of Metastable Austenites}, volume={389}, DOI={<a href=\"https://doi.org/10.4028/p-gad5rr\">10.4028/p-gad5rr</a>}, journal={Solid State Phenomena}, publisher={Trans Tech Publications, Ltd.}, author={Kersting, Lukas and Koyuncu, Mustafa and Arian, Bahman and Rozo Vasquez, Julian and Trächtler, Ansgar and Homberg, Werner and Walther, Frank}, year={2026}, pages={253–266} }","ama":"Kersting L, Koyuncu M, Arian B, et al. Reducing the Uncertainty in Flow Forming of Metastable Austenites. <i>Solid State Phenomena</i>. 2026;389:253-266. doi:<a href=\"https://doi.org/10.4028/p-gad5rr\">10.4028/p-gad5rr</a>"},"quality_controlled":"1"},{"issue":"3","publication":"Junior Management Science","citation":{"chicago":"Zimmermann, Thomas. “Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen.” <i>Junior Management Science</i> 11, no. 3 (2026): 671–91.","short":"T. Zimmermann, Junior Management Science 11 (2026) 671–691.","apa":"Zimmermann, T. (2026). Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen. <i>Junior Management Science</i>, <i>11</i>(3), 671–691.","ieee":"T. Zimmermann, “Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen,” <i>Junior Management Science</i>, vol. 11, no. 3, pp. 671–691, 2026.","ama":"Zimmermann T. Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen. <i>Junior Management Science</i>. 2026;11(3):671-691.","bibtex":"@article{Zimmermann_2026, title={Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen}, volume={11}, number={3}, journal={Junior Management Science}, author={Zimmermann, Thomas}, year={2026}, pages={671–691} }","mla":"Zimmermann, Thomas. “Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen.” <i>Junior Management Science</i>, vol. 11, no. 3, 2026, pp. 671–91."},"abstract":[{"text":"Despite the pivotal role of tax legislation for the economy and society, empirical research on how interest groups influence German tax legislation remains scarce. This study addresses this gap by examining international corporate tax policy. Based on 94 statements from eleven legislative procedures (2013- 2023), it analyzes the factors determining whether demands from various interest groups during expert hearings in the Finance Committee are adopted into final legislation. Methodologically, the paper combines qualitative content analysis with a quantitative probit regression. While descriptive data and initial analyses suggest varying success rates among expert groups, these differences disappear when controlling for the specific direction of the proposed changes. No significant group influence remains. The findings suggest that in the later stages of the legislative process, lawmakers select external expertise primarily based on substantive, technical criteria rather than systematically favoring specific actors. Thus, the study contributes to the political economy of taxation by highlighting the importance of technical content over pure actor power.","lang":"eng"}],"date_created":"2026-09-29T06:16:25Z","type":"journal_article","department":[{"_id":"187"}],"oa":"1","year":"2026","status":"public","title":"Der Einfluss unterschiedlicher Expertengruppen auf die ertragsteuerliche Gesetzgebung in Deutschland: Eine Analyse von schriftlichen Stellungnahmen","author":[{"first_name":"Thomas","last_name":"Zimmermann","full_name":"Zimmermann, Thomas"}],"date_updated":"2026-09-29T06:17:47Z","intvolume":"        11","main_file_link":[{"open_access":"1"}],"page":"671-691","_id":"67276","language":[{"iso":"ger"}],"user_id":"74000","volume":11},{"oa":"1","place":"Münster","project":[{"_id":"1387","name":"DigiSelF - Digitalisierung als Herausforderung und Innovation in der Hochschullehre"}],"quality_controlled":"1","citation":{"bibtex":"@inbook{Fröhleke_Habig_Fechner_2026, place={Münster}, edition={2}, title={Erfassung handlungsorientierter Kompetenzen im Chemiepraktikum - Inwiefern kann die Performanz von Lehramtsstudierenden bei Prozessentscheidungen diagnostiziert werden?}, booktitle={Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften}, publisher={Waxmann}, author={Fröhleke, Christoph and Habig, Sebastian and Fechner, Sabine}, editor={Vogelsang, Christoph and Grotegut, Lea and Bruns, Julia and Riese, Josef  and Fechner, Sabine}, year={2026} }","ama":"Fröhleke C, Habig S, Fechner S. Erfassung handlungsorientierter Kompetenzen im Chemiepraktikum - Inwiefern kann die Performanz von Lehramtsstudierenden bei Prozessentscheidungen diagnostiziert werden? In: Vogelsang C, Grotegut L, Bruns J, Riese J, Fechner S, eds. <i>Handlungsorientierung in Der Ausbildung von Lehrkräften Und Pädagogischen Fachkräften</i>. 2nd ed. Waxmann; 2026.","mla":"Fröhleke, Christoph, et al. “Erfassung Handlungsorientierter Kompetenzen Im Chemiepraktikum - Inwiefern Kann Die Performanz von Lehramtsstudierenden Bei Prozessentscheidungen Diagnostiziert Werden?” <i>Handlungsorientierung in Der Ausbildung von Lehrkräften Und Pädagogischen Fachkräften</i>, edited by Christoph Vogelsang et al., 2nd ed., Waxmann, 2026.","short":"C. Fröhleke, S. Habig, S. Fechner, in: C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, S. Fechner (Eds.), Handlungsorientierung in Der Ausbildung von Lehrkräften Und Pädagogischen Fachkräften, 2nd ed., Waxmann, Münster, 2026.","chicago":"Fröhleke, Christoph, Sebastian Habig, and Sabine Fechner. “Erfassung Handlungsorientierter Kompetenzen Im Chemiepraktikum - Inwiefern Kann Die Performanz von Lehramtsstudierenden Bei Prozessentscheidungen Diagnostiziert Werden?” In <i>Handlungsorientierung in Der Ausbildung von Lehrkräften Und Pädagogischen Fachkräften</i>, edited by Christoph Vogelsang, Lea Grotegut, Julia Bruns, Josef  Riese, and Sabine Fechner, 2nd ed. Münster: Waxmann, 2026.","ieee":"C. Fröhleke, S. Habig, and S. Fechner, “Erfassung handlungsorientierter Kompetenzen im Chemiepraktikum - Inwiefern kann die Performanz von Lehramtsstudierenden bei Prozessentscheidungen diagnostiziert werden?,” in <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften</i>, 2nd ed., C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, and S. Fechner, Eds. Münster: Waxmann, 2026.","apa":"Fröhleke, C., Habig, S., &#38; Fechner, S. (2026). Erfassung handlungsorientierter Kompetenzen im Chemiepraktikum - Inwiefern kann die Performanz von Lehramtsstudierenden bei Prozessentscheidungen diagnostiziert werden? In C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, &#38; S. Fechner (Eds.), <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften</i> (2nd ed.). Waxmann."},"editor":[{"last_name":"Vogelsang","first_name":"Christoph","full_name":"Vogelsang, Christoph"},{"first_name":"Lea","last_name":"Grotegut","full_name":"Grotegut, Lea"},{"full_name":"Bruns, Julia","first_name":"Julia","last_name":"Bruns"},{"first_name":"Josef ","last_name":"Riese","full_name":"Riese, Josef "},{"last_name":"Fechner","first_name":"Sabine","full_name":"Fechner, Sabine"}],"user_id":"54823","_id":"62907","edition":"2","publisher":"Waxmann","status":"public","department":[{"_id":"386"},{"_id":"33"}],"type":"book_chapter","date_created":"2025-12-04T18:39:55Z","publication":"Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen Fachkräften","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"date_updated":"2026-09-30T17:16:29Z","publication_status":"published","author":[{"full_name":"Fröhleke, Christoph","first_name":"Christoph","last_name":"Fröhleke"},{"full_name":"Habig, Sebastian","last_name":"Habig","first_name":"Sebastian"},{"id":"54823","first_name":"Sabine","orcid":"0000-0001-5645-5870","last_name":"Fechner","full_name":"Fechner, Sabine"}],"year":"2026","title":"Erfassung handlungsorientierter Kompetenzen im Chemiepraktikum - Inwiefern kann die Performanz von Lehramtsstudierenden bei Prozessentscheidungen diagnostiziert werden?"},{"publication":"Physica D: Nonlinear Phenomena","abstract":[{"text":"We rigorously derive novel and sharp finite-data error bounds for highly\r\nsample-efficient Extended Dynamic Mode Decomposition (EDMD) for both i.i.d. and\r\nergodic sampling. In particular, we show all results in a very general setting\r\nremoving most of the typically imposed assumptions such that, among others,\r\ndiscrete- and continuous-time stochastic processes as well as nonlinear partial\r\ndifferential equations are contained in the considered system class. Besides\r\nshowing an exponential rate for i.i.d. sampling, we prove, to the best of our\r\nknowledge, the first superlinear convergence rates for ergodic sampling of\r\ndeterministic systems. We verify sharpness of the derived error bounds by\r\nconducting numerical simulations for highly-complex applications from molecular\r\ndynamics and chaotic flame propagation.","lang":"eng"}],"date_created":"2024-02-06T08:52:21Z","file":[{"success":1,"content_type":"application/pdf","file_id":"67297","date_updated":"2026-10-01T11:42:54Z","relation":"main_file","access_level":"closed","file_size":2767910,"file_name":"Philipp2026variancerepresentations.pdf","date_created":"2026-10-01T11:42:54Z","creator":"speitz"}],"department":[{"_id":"655"}],"type":"journal_article","author":[{"first_name":"Friedrich M.","last_name":"Philipp","full_name":"Philipp, Friedrich M."},{"last_name":"Schaller","first_name":"Manuel","full_name":"Schaller, Manuel"},{"first_name":"Septimus","last_name":"Boshoff","full_name":"Boshoff, Septimus"},{"id":"47427","orcid":"0000-0002-3389-793X","last_name":"Peitz","first_name":"Sebastian","full_name":"Peitz, Sebastian"},{"full_name":"Nüske, Feliks","first_name":"Feliks","last_name":"Nüske"},{"last_name":"Worthmann","first_name":"Karl","full_name":"Worthmann, Karl"}],"year":"2026","title":"Variance representations and convergence rates for data-driven approximations of Koopman operators","article_type":"original","intvolume":"       492","date_updated":"2026-10-01T11:43:13Z","language":[{"iso":"eng"}],"article_number":"135223","main_file_link":[{"open_access":"1"}],"doi":"10.1016/j.physd.2026.135223","citation":{"mla":"Philipp, Friedrich M., et al. “Variance Representations and Convergence Rates for Data-Driven Approximations of Koopman Operators.” <i>Physica D: Nonlinear Phenomena</i>, vol. 492, 135223, 2026, doi:<a href=\"https://doi.org/10.1016/j.physd.2026.135223\">10.1016/j.physd.2026.135223</a>.","ama":"Philipp FM, Schaller M, Boshoff S, Peitz S, Nüske F, Worthmann K. Variance representations and convergence rates for data-driven approximations of Koopman operators. <i>Physica D: Nonlinear Phenomena</i>. 2026;492. doi:<a href=\"https://doi.org/10.1016/j.physd.2026.135223\">10.1016/j.physd.2026.135223</a>","bibtex":"@article{Philipp_Schaller_Boshoff_Peitz_Nüske_Worthmann_2026, title={Variance representations and convergence rates for data-driven approximations of Koopman operators}, volume={492}, DOI={<a href=\"https://doi.org/10.1016/j.physd.2026.135223\">10.1016/j.physd.2026.135223</a>}, number={135223}, journal={Physica D: Nonlinear Phenomena}, author={Philipp, Friedrich M. and Schaller, Manuel and Boshoff, Septimus and Peitz, Sebastian and Nüske, Feliks and Worthmann, Karl}, year={2026} }","apa":"Philipp, F. M., Schaller, M., Boshoff, S., Peitz, S., Nüske, F., &#38; Worthmann, K. (2026). Variance representations and convergence rates for data-driven approximations of Koopman operators. <i>Physica D: Nonlinear Phenomena</i>, <i>492</i>, Article 135223. <a href=\"https://doi.org/10.1016/j.physd.2026.135223\">https://doi.org/10.1016/j.physd.2026.135223</a>","ieee":"F. M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, and K. Worthmann, “Variance representations and convergence rates for data-driven approximations of Koopman operators,” <i>Physica D: Nonlinear Phenomena</i>, vol. 492, Art. no. 135223, 2026, doi: <a href=\"https://doi.org/10.1016/j.physd.2026.135223\">10.1016/j.physd.2026.135223</a>.","short":"F.M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, K. Worthmann, Physica D: Nonlinear Phenomena 492 (2026).","chicago":"Philipp, Friedrich M., Manuel Schaller, Septimus Boshoff, Sebastian Peitz, Feliks Nüske, and Karl Worthmann. “Variance Representations and Convergence Rates for Data-Driven Approximations of Koopman Operators.” <i>Physica D: Nonlinear Phenomena</i> 492 (2026). <a href=\"https://doi.org/10.1016/j.physd.2026.135223\">https://doi.org/10.1016/j.physd.2026.135223</a>."},"file_date_updated":"2026-10-01T11:42:54Z","quality_controlled":"1","external_id":{"arxiv":["2402.02494"]},"oa":"1","status":"public","has_accepted_license":"1","_id":"51160","volume":492,"user_id":"47427","ddc":["510"]},{"oa":"1","citation":{"bibtex":"@article{Akhter_Fährmann_Sonntag_Peitz_2026, title={Common pitfalls to avoid while using multiobjective optimization in machine learning}, volume={68}, DOI={<a href=\"https://doi.org/10.1137/24M1658875\">10.1137/24M1658875</a>}, number={3}, journal={SIAM Review}, publisher={SIAM}, author={Akhter, Junaid and Fährmann, Paul David and Sonntag, Konstantin and Peitz, Sebastian}, year={2026}, pages={656–683} }","ama":"Akhter J, Fährmann PD, Sonntag K, Peitz S. Common pitfalls to avoid while using multiobjective optimization in machine learning. <i>SIAM Review</i>. 2026;68(3):656-683. doi:<a href=\"https://doi.org/10.1137/24M1658875\">10.1137/24M1658875</a>","mla":"Akhter, Junaid, et al. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” <i>SIAM Review</i>, vol. 68, no. 3, SIAM, 2026, pp. 656–83, doi:<a href=\"https://doi.org/10.1137/24M1658875\">10.1137/24M1658875</a>.","short":"J. Akhter, P.D. Fährmann, K. Sonntag, S. Peitz, SIAM Review 68 (2026) 656–683.","chicago":"Akhter, Junaid, Paul David Fährmann, Konstantin Sonntag, and Sebastian Peitz. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” <i>SIAM Review</i> 68, no. 3 (2026): 656–83. <a href=\"https://doi.org/10.1137/24M1658875\">https://doi.org/10.1137/24M1658875</a>.","ieee":"J. Akhter, P. D. Fährmann, K. Sonntag, and S. Peitz, “Common pitfalls to avoid while using multiobjective optimization in machine learning,” <i>SIAM Review</i>, vol. 68, no. 3, pp. 656–683, 2026, doi: <a href=\"https://doi.org/10.1137/24M1658875\">10.1137/24M1658875</a>.","apa":"Akhter, J., Fährmann, P. D., Sonntag, K., &#38; Peitz, S. (2026). Common pitfalls to avoid while using multiobjective optimization in machine learning. <i>SIAM Review</i>, <i>68</i>(3), 656–683. <a href=\"https://doi.org/10.1137/24M1658875\">https://doi.org/10.1137/24M1658875</a>"},"volume":68,"user_id":"47427","_id":"53858","publisher":"SIAM","page":"656-683","status":"public","department":[{"_id":"655"}],"type":"journal_article","date_created":"2024-05-03T13:38:34Z","issue":"3","publication":"SIAM Review","doi":"10.1137/24M1658875","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/pdf/2405.01480","open_access":"1"}],"intvolume":"        68","date_updated":"2026-10-01T11:36:01Z","author":[{"full_name":"Akhter, Junaid","first_name":"Junaid","last_name":"Akhter","id":"97994"},{"last_name":"Fährmann","first_name":"Paul David","full_name":"Fährmann, Paul David"},{"id":"56399","full_name":"Sonntag, Konstantin","last_name":"Sonntag","first_name":"Konstantin","orcid":"https://orcid.org/0000-0003-3384-3496"},{"id":"47427","full_name":"Peitz, Sebastian","last_name":"Peitz","first_name":"Sebastian","orcid":"0000-0002-3389-793X"}],"title":"Common pitfalls to avoid while using multiobjective optimization in machine learning","year":"2026"},{"doi":"10.48550/arXiv.2509.21058","user_id":"47427","main_file_link":[{"url":"https://openreview.net/pdf?id=4731mIqv89","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"67307","date_updated":"2026-10-01T12:02:30Z","status":"public","title":"SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion","year":"2026","author":[{"full_name":"Hotegni, Sedjro Salomon","first_name":"Sedjro Salomon","last_name":"Hotegni","id":"97995"},{"id":"47427","last_name":"Peitz","first_name":"Sebastian","orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian"}],"type":"conference","keyword":["own","own-conference"],"oa":"1","department":[{"_id":"655"}],"date_created":"2026-10-01T12:01:30Z","publication":"14th International Conference on Learning Representations (ICLR)","citation":{"mla":"Hotegni, Sedjro Salomon, and Sebastian Peitz. “SPREAD: Sampling-Based Pareto Front Refinement via Efficient Adaptive Diffusion.” <i>14th International Conference on Learning Representations (ICLR)</i>, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2509.21058\">10.48550/arXiv.2509.21058</a>.","ama":"Hotegni SS, Peitz S. SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion. In: <i>14th International Conference on Learning Representations (ICLR)</i>. ; 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2509.21058\">10.48550/arXiv.2509.21058</a>","bibtex":"@inproceedings{Hotegni_Peitz_2026, title={SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2509.21058\">10.48550/arXiv.2509.21058</a>}, booktitle={14th International Conference on Learning Representations (ICLR)}, author={Hotegni, Sedjro Salomon and Peitz, Sebastian}, year={2026} }","apa":"Hotegni, S. S., &#38; Peitz, S. (2026). SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion. <i>14th International Conference on Learning Representations (ICLR)</i>. <a href=\"https://doi.org/10.48550/arXiv.2509.21058\">https://doi.org/10.48550/arXiv.2509.21058</a>","ieee":"S. S. Hotegni and S. Peitz, “SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion,” 2026, doi: <a href=\"https://doi.org/10.48550/arXiv.2509.21058\">10.48550/arXiv.2509.21058</a>.","chicago":"Hotegni, Sedjro Salomon, and Sebastian Peitz. “SPREAD: Sampling-Based Pareto Front Refinement via Efficient Adaptive Diffusion.” In <i>14th International Conference on Learning Representations (ICLR)</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2509.21058\">https://doi.org/10.48550/arXiv.2509.21058</a>.","short":"S.S. Hotegni, S. Peitz, in: 14th International Conference on Learning Representations (ICLR), 2026."}},{"publication":"arXiv:2606.30238","citation":{"apa":"Stenner, J., Harder, H., &#38; Peitz, S. (2026). Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection. In <i>arXiv:2606.30238</i>.","ieee":"J. Stenner, H. Harder, and S. Peitz, “Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection,” <i>arXiv:2606.30238</i>. 2026.","short":"J. Stenner, H. Harder, S. Peitz, ArXiv:2606.30238 (2026).","chicago":"Stenner, Jan, Hans Harder, and Sebastian Peitz. “Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection.” <i>ArXiv:2606.30238</i>, 2026.","mla":"Stenner, Jan, et al. “Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection.” <i>ArXiv:2606.30238</i>, 2026.","ama":"Stenner J, Harder H, Peitz S. Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection. <i>arXiv:260630238</i>. Published online 2026.","bibtex":"@article{Stenner_Harder_Peitz_2026, title={Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection}, journal={arXiv:2606.30238}, author={Stenner, Jan and Harder, Hans and Peitz, Sebastian}, year={2026} }"},"keyword":["own","own-preprint","erc"],"type":"preprint","oa":"1","department":[{"_id":"655"}],"date_created":"2026-10-01T12:00:58Z","date_updated":"2026-10-01T12:01:23Z","year":"2026","title":"Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-Bénard Convection","status":"public","author":[{"full_name":"Stenner, Jan","first_name":"Jan","last_name":"Stenner"},{"id":"98879","full_name":"Harder, Hans","first_name":"Hans","last_name":"Harder"},{"first_name":"Sebastian","last_name":"Peitz","orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian","id":"47427"}],"user_id":"47427","main_file_link":[{"url":"https://arxiv.org/abs/2606.30238","open_access":"1"}],"_id":"67306","language":[{"iso":"eng"}]},{"publication_identifier":{"isbn":["978-9-492859-40-2"]},"corporate_editor":["EUROSIS-ETI"],"author":[{"id":"47565","full_name":"Gräßler, Iris","first_name":"Iris","orcid":"0000-0001-5765-971X","last_name":"Gräßler"},{"id":"58595","full_name":"Özcan, Deniz","first_name":"Deniz","last_name":"Özcan"}],"title":"Competence-Oriented Modular Workflow Design for Strategic Decisions","year":"2026","intvolume":"        24","date_updated":"2026-10-01T12:25:52Z","publication_status":"published","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"publication":"24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE ","abstract":[{"lang":"eng","text":"This research provides a method for designing competenceoriented, modular workflows that support strategic decisionmaking in strategic product planning (SPP) under conditions of uncertainty and time pressure. Increasing digitalization and data availability require decision support systems that integrate analytical models while being tailored to the competencies of decision-makers. Based on a systematic literature review and stakeholder workshops, eight success factors for competency-oriented workflow integration are identified, including modularity, traceability, interoperability, adaptability, handling uncertainty, and user acceptance. Based on these factors, a five-step method is developed that links business processes, data sources, evaluation criteria, visualization formats, and graphical workflow implementation. Strategic and technical decision logic are integrated into a unified, modular framework using graphical modeling environments. The method is validated in workshops and demonstrates its applicability in time-critical, multi-criteria decision contexts. The results show improved transparency, adaptability, and practical usability of datadriven decision processes that support robust and traceable business decisions. "}],"date_created":"2026-09-30T11:44:50Z","department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"type":"conference","keyword":["Workflow","Decision Support","Strategic Product Planning","Decision-making"],"conference":{"end_date":"2026-05-29","name":"24th Industrial Simulation Conference 2026 ","start_date":"2026-05-27","location":"San Sebastian, Spain"},"status":"public","_id":"67285","page":"73-80","editor":[{"first_name":"Jose David Nunez","last_name":"Gonzalez","full_name":"Gonzalez, Jose David Nunez"},{"full_name":"Romay, Manuel Grana","last_name":"Romay","first_name":"Manuel Grana"}],"volume":24,"user_id":"58595","citation":{"chicago":"Gräßler, Iris, and Deniz Özcan. “Competence-Oriented Modular Workflow Design for Strategic Decisions.” In <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez, Manuel Grana Romay, and EUROSIS-ETI, 24:73–80, 2026.","short":"I. Gräßler, D. Özcan, in: J.D.N. Gonzalez, M.G. Romay, EUROSIS-ETI (Eds.), 24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE , 2026, pp. 73–80.","apa":"Gräßler, I., &#38; Özcan, D. (2026). Competence-Oriented Modular Workflow Design for Strategic Decisions. In J. D. N. Gonzalez, M. G. Romay, &#38; EUROSIS-ETI (Eds.), <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i> (Vol. 24, pp. 73–80).","ieee":"I. Gräßler and D. Özcan, “Competence-Oriented Modular Workflow Design for Strategic Decisions,” in <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, San Sebastian, Spain, 2026, vol. 24, pp. 73–80.","ama":"Gräßler I, Özcan D. Competence-Oriented Modular Workflow Design for Strategic Decisions. In: Gonzalez JDN, Romay MG, EUROSIS-ETI, eds. <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>. Vol 24. ; 2026:73-80.","bibtex":"@inproceedings{Gräßler_Özcan_2026, title={Competence-Oriented Modular Workflow Design for Strategic Decisions}, volume={24}, booktitle={24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE }, author={Gräßler, Iris and Özcan, Deniz}, editor={Gonzalez, Jose David Nunez and Romay, Manuel Grana and EUROSIS-ETI}, year={2026}, pages={73–80} }","mla":"Gräßler, Iris, and Deniz Özcan. “Competence-Oriented Modular Workflow Design for Strategic Decisions.” <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez et al., vol. 24, 2026, pp. 73–80."},"quality_controlled":"1","oa":"1"},{"citation":{"ama":"Gräßler I, Özcan D. Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making. In: <i>AHFE International</i>. Vol 237. AHFE International; 2026. doi:<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>","bibtex":"@inproceedings{Gräßler_Özcan_2026, title={Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making}, volume={237}, DOI={<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>}, booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler, Iris and Özcan, Deniz}, year={2026} }","mla":"Gräßler, Iris, and Deniz Özcan. “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making.” <i>AHFE International</i>, vol. 237, AHFE International, 2026, doi:<a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>.","short":"I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2026.","chicago":"Gräßler, Iris, and Deniz Özcan. “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making.” In <i>AHFE International</i>, Vol. 237. AHFE International, 2026. <a href=\"https://doi.org/10.54941/ahfe1008175\">https://doi.org/10.54941/ahfe1008175</a>.","apa":"Gräßler, I., &#38; Özcan, D. (2026). Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making. <i>AHFE International</i>, <i>237</i>. <a href=\"https://doi.org/10.54941/ahfe1008175\">https://doi.org/10.54941/ahfe1008175</a>","ieee":"I. Gräßler and D. Özcan, “Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making,” in <i>AHFE International</i>, Paris, 2026, vol. 237, doi: <a href=\"https://doi.org/10.54941/ahfe1008175\">10.54941/ahfe1008175</a>."},"quality_controlled":"1","oa":"1","conference":{"location":"Paris","name":"8th International Conference on Human Systems Engineering and Design (IHSED2024): Future Trends and Applications","start_date":"2025-09-22","end_date":"2025-09-24"},"status":"public","_id":"67284","publisher":"AHFE International","volume":237,"user_id":"58595","publication":"AHFE International","abstract":[{"text":"<jats:p>For foresightful strategic decisions in engineering and production, it is important to identify and classify operational engineering data inmanufacturing companies in terms of relevance and impact. Established methods like Scenario-Technique or roadmapping consider expertise of strategic decision-makers and central decision-making bodies by, for instance, workshops and interviews. There is no overarching approach for evaluating the variety of operational data sources and feed them into specific data processing pipelines targeting strategic decision support. Based on a systematic literature analysis and comprehensive industrial experience, requirements are derived. These requirements are used to develop a method to identify, classify and evaluate data for strategic decision-making. The method is validated in an industrial project. The aim is to exploit informal and fragmented data from operational levels into structured, transparent decision support for strategic players.</jats:p>","lang":"eng"}],"date_created":"2026-09-30T11:30:36Z","department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"type":"conference","author":[{"id":"47565","full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X","first_name":"Iris","last_name":"Gräßler"},{"id":"58595","full_name":"Özcan, Deniz","last_name":"Özcan","first_name":"Deniz"}],"publication_identifier":{"issn":["2771-0718"]},"title":"Extended Exploitation of Data in Manufacturing Companies for Strategic Decision-Making","year":"2026","intvolume":"       237","publication_status":"published","date_updated":"2026-10-01T12:25:58Z","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"doi":"10.54941/ahfe1008175"},{"oa":"1","quality_controlled":"1","citation":{"short":"I. Gräßler, D. Özcan, N. Döhner, in: J.D.N. Gonzalez, M.G. Romay, EUROSIS-ETI (Eds.), 24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE , 2026, pp. 65–72.","chicago":"Gräßler, Iris, Deniz Özcan, and Niklas Döhner. “Leveraging System Simulation for Decision  Support in Strategic Product Planning.” In <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez, Manuel Grana Romay, and EUROSIS-ETI, 24:65–72, 2026.","apa":"Gräßler, I., Özcan, D., &#38; Döhner, N. (2026). Leveraging System Simulation for Decision  Support in Strategic Product Planning. In J. D. N. Gonzalez, M. G. Romay, &#38; EUROSIS-ETI (Eds.), <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i> (Vol. 24, pp. 65–72).","ieee":"I. Gräßler, D. Özcan, and N. Döhner, “Leveraging System Simulation for Decision  Support in Strategic Product Planning,” in <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, San Sebastian, Spain, 2026, vol. 24, pp. 65–72.","ama":"Gräßler I, Özcan D, Döhner N. Leveraging System Simulation for Decision  Support in Strategic Product Planning. In: Gonzalez JDN, Romay MG, EUROSIS-ETI, eds. <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>. Vol 24. ; 2026:65-72.","bibtex":"@inproceedings{Gräßler_Özcan_Döhner_2026, title={Leveraging System Simulation for Decision  Support in Strategic Product Planning}, volume={24}, booktitle={24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE }, author={Gräßler, Iris and Özcan, Deniz and Döhner, Niklas}, editor={Gonzalez, Jose David Nunez and Romay, Manuel Grana and EUROSIS-ETI}, year={2026}, pages={65–72} }","mla":"Gräßler, Iris, et al. “Leveraging System Simulation for Decision  Support in Strategic Product Planning.” <i>24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE </i>, edited by Jose David Nunez Gonzalez et al., vol. 24, 2026, pp. 65–72."},"user_id":"58595","volume":24,"editor":[{"full_name":"Gonzalez, Jose David Nunez","last_name":"Gonzalez","first_name":"Jose David Nunez"},{"first_name":"Manuel Grana","last_name":"Romay","full_name":"Romay, Manuel Grana"}],"page":"65-72","_id":"67286","status":"public","conference":{"location":"San Sebastian, Spain","name":"24th Industrial Simulation Conference 2026 ","start_date":"2026-05-27","end_date":"2026-05-29"},"type":"conference","keyword":["Decision-making","Decision support systems","Mechanical engineering","System analysis","System engineering"],"department":[{"_id":"43"},{"_id":"9"},{"_id":"26"},{"_id":"152"}],"date_created":"2026-09-30T11:48:43Z","abstract":[{"text":"The effects of decisions in strategic product planning are usually far-reaching, but at the same time difficult to assess. Simulations help to make these effects more tangible. Until now, the use of simulation in strategic product planning has been limited to behavioral and innovation diffusion studies. This paper presents a process model for widening business models or planning upcoming product generations. It supports integrating the simulation of technical systems into decisionmaking processes to select the most suitable product for adaptation to new application scenarios. To this end, the characteristics of such new application scenarios are applied to existing product models in simulation, and the system behavior is evaluated based on key figures. This supports the comparison of different products and the selection of the product alternative requiring the least amount of modification. The process model enables decision-makers to systematically integrate simulation into the decision-making process and thus make more data-based decisions. ","lang":"eng"}],"publication":"24th INTERNATIONAL INDUSTRIAL SIMULATION CONFERENCE ","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"date_updated":"2026-10-01T12:25:43Z","intvolume":"        24","year":"2026","title":"Leveraging System Simulation for Decision  Support in Strategic Product Planning","author":[{"id":"47565","full_name":"Gräßler, Iris","last_name":"Gräßler","orcid":"0000-0001-5765-971X","first_name":"Iris"},{"id":"58595","last_name":"Özcan","first_name":"Deniz","full_name":"Özcan, Deniz"},{"id":"108017","full_name":"Döhner, Niklas","orcid":"https://orcid.org/0009-0005-7676-4036","last_name":"Döhner","first_name":"Niklas"}],"corporate_editor":["EUROSIS-ETI"],"publication_identifier":{"isbn":["978-9-492859-40-2"]}},{"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"article_number":"e70109","doi":"10.1002/anse.70109","publication_identifier":{"issn":["2629-2742","2629-2742"]},"author":[{"first_name":"Yanjing","last_name":"Zhao","full_name":"Zhao, Yanjing"},{"id":"11848","full_name":"Weinberger, Christian","last_name":"Weinberger","first_name":"Christian"},{"full_name":"Tiemann, Michael","orcid":"0000-0003-1711-2722","first_name":"Michael","last_name":"Tiemann","id":"23547"},{"full_name":"Schmidt, Claudia","first_name":"Claudia","orcid":"0000-0003-3179-9997","last_name":"Schmidt","id":"466"}],"title":"NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces","year":"2026","intvolume":"         6","date_updated":"2026-10-01T14:17:52Z","publication_status":"published","date_created":"2026-10-01T14:13:13Z","department":[{"_id":"35"},{"_id":"2"},{"_id":"307"}],"type":"journal_article","issue":"5","publication":"Analysis & Sensing","abstract":[{"text":"The influence of the hydrophilicity of mesoporous silica on wetting with water was investigated by comparing a standard hydrophilic MCM-41 and a partially hydrophobicized material obtained by trimethylsilylation of MCM-41. The materials were characterized using X-ray diffraction, N2 physisorption, thermogravimetric analysis, infrared spectroscopy, as well as 29Si and 13C solid-state nuclear magnetic resonance spectroscopy. Trimethylsilylation leads to a reduction of the pore diameter (determined using density functional theory) from 3.8 to 3.6 nm. Using proton solid-state nuclear magnetic resonance (NMR) under magic-angle spinning, it was found that the filling of these narrow pores with increasing amounts of water follows an axial mode, independent of surface hydrophilicity. The axial model of pore-filling is supported by the coexistence of two characteristic 1H NMR water signals, one from physisorbed water molecules, which can exchange protons with silanol groups, and one from bulk-like water in completely filled pores, where water molecules are in exchange between sites at the pore wall and sites closer to the center of the pore.","lang":"eng"}],"publisher":"Wiley","_id":"67325","volume":6,"user_id":"23547","status":"public","oa":"1","citation":{"bibtex":"@article{Zhao_Weinberger_Tiemann_Schmidt_2026, title={NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces}, volume={6}, DOI={<a href=\"https://doi.org/10.1002/anse.70109\">10.1002/anse.70109</a>}, number={5e70109}, journal={Analysis &#38; Sensing}, publisher={Wiley}, author={Zhao, Yanjing and Weinberger, Christian and Tiemann, Michael and Schmidt, Claudia}, year={2026} }","ama":"Zhao Y, Weinberger C, Tiemann M, Schmidt C. NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces. <i>Analysis &#38; Sensing</i>. 2026;6(5). doi:<a href=\"https://doi.org/10.1002/anse.70109\">10.1002/anse.70109</a>","mla":"Zhao, Yanjing, et al. “NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces.” <i>Analysis &#38; Sensing</i>, vol. 6, no. 5, e70109, Wiley, 2026, doi:<a href=\"https://doi.org/10.1002/anse.70109\">10.1002/anse.70109</a>.","short":"Y. Zhao, C. Weinberger, M. Tiemann, C. Schmidt, Analysis &#38; Sensing 6 (2026).","chicago":"Zhao, Yanjing, Christian Weinberger, Michael Tiemann, and Claudia Schmidt. “NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces.” <i>Analysis &#38; Sensing</i> 6, no. 5 (2026). <a href=\"https://doi.org/10.1002/anse.70109\">https://doi.org/10.1002/anse.70109</a>.","ieee":"Y. Zhao, C. Weinberger, M. Tiemann, and C. Schmidt, “NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces,” <i>Analysis &#38; Sensing</i>, vol. 6, no. 5, Art. no. e70109, 2026, doi: <a href=\"https://doi.org/10.1002/anse.70109\">10.1002/anse.70109</a>.","apa":"Zhao, Y., Weinberger, C., Tiemann, M., &#38; Schmidt, C. (2026). NMR Investigation of Water in Mesoporous Silica Materials With Different Surfaces. <i>Analysis &#38; Sensing</i>, <i>6</i>(5), Article e70109. <a href=\"https://doi.org/10.1002/anse.70109\">https://doi.org/10.1002/anse.70109</a>"},"quality_controlled":"1"},{"author":[{"id":"99480","first_name":"Anna Maria","last_name":"Spener","full_name":"Spener, Anna Maria"}],"title":"Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart","status":"public","year":"2026","date_updated":"2026-10-04T17:26:50Z","publication_status":"published","_id":"62278","language":[{"iso":"ger"}],"main_file_link":[{"open_access":"1","url":"https://www.fkw-journal.de/index.php/fkw/article/view/1791/1772"}],"page":"69-83","user_id":"99480","citation":{"mla":"Spener, Anna Maria. “Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart.” <i>Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)</i>, 2026, pp. 69–83.","bibtex":"@article{Spener_2026, title={Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart}, journal={Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)}, author={Spener, Anna Maria}, year={2026}, pages={69–83} }","ama":"Spener AM. Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart. <i>Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)</i>. Published online 2026:69-83.","ieee":"A. M. Spener, “Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart,” <i>Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)</i>, pp. 69–83, 2026.","apa":"Spener, A. M. (2026). Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart. <i>Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)</i>, 69–83.","chicago":"Spener, Anna Maria. “Vom Kaftan zur Kippa: Geschlechtlich codierte (Un-)Sichtbarkeiten in medialen Inszenierungen ‚des Jüdischen‘ in Berlin von den 1990er Jahren bis in die Gegenwart.” <i>Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)</i>, 2026, 69–83.","short":"A.M. Spener, Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur) (2026) 69–83."},"publication":"Jewish Visual Culture (Sonderheft der FKW // Zeitschrift für Geschlechterforschung und Visuelle Kultur)","date_created":"2025-11-21T11:40:40Z","oa":"1","type":"journal_article"},{"doi":"https://doi.org/10.1007/s12525-026-00932-w","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://link.springer.com/article/10.1007/s12525-026-00932-w"}],"intvolume":"        36","article_type":"original","date_updated":"2026-10-08T10:52:07Z","publication_status":"published","author":[{"id":"74374","last_name":"Schäfer","first_name":"Jannika Marie","full_name":"Schäfer, Jannika Marie"},{"id":"55603","last_name":"Hansmeier","first_name":"Philipp","full_name":"Hansmeier, Philipp"},{"id":"64394","full_name":"zur Heiden, Philipp","first_name":"Philipp","last_name":"zur Heiden"},{"id":"59677","last_name":"Beverungen","first_name":"Daniel","full_name":"Beverungen, Daniel"}],"title":"Resource, actor, beneficiary, or agent? A service‑dominant perspective on generative artificial intelligence","year":"2026","department":[{"_id":"195"}],"type":"journal_article","keyword":["Generative artificial intelligence","Service-dominant logic","Service science","Actor","Beneficiary","Agent"],"date_created":"2026-09-18T09:52:01Z","file":[{"file_id":"67433","success":1,"content_type":"application/pdf","file_name":"Schäfer_EM_A Service-Dominant Perspective on Generative Artificial Intelligence.pdf","access_level":"closed","file_size":1520928,"relation":"main_file","date_updated":"2026-10-08T10:49:46Z","date_created":"2026-10-08T10:49:46Z","creator":"dabe"}],"abstract":[{"lang":"eng","text":"Generative artificial intelligence (GenAI) challenges core concepts in service science by blurring boundaries among resources, actors, and beneficiaries. Using service-dominant logic (SDL) as a theoretical lens, we review the distinctive properties of these concepts, introduce the agent concept into SDL, and analyze GenAI’s precise role in service exchange processes. We employ a two-phase research approach: First, we conduct a systematic literature review to derive defining properties of resources, actors, beneficiaries, and agents. We then assess eight contemporary GenAI systems against these properties. Our evidence indicates that GenAI is best understood as an operant resource and, depending on design and context, as an actor and agent. Conversely, GenAI does not qualify as a beneficiary, as it is neither individually capable of phenomenologically experiencing and determining value nor a social system of individuals with such capacities. Our findings propose an update to SDL’s core concepts and understanding, as well as a nuanced conceptual clarification of GenAI’s role, offering guidance for researchers and practitioners seeking to understand and design service interactions that incorporate GenAI."}],"issue":"78","publication":"Electronic Markets","volume":36,"ddc":["380"],"user_id":"59677","publisher":"Springer Nature","_id":"67182","has_accepted_license":"1","jel":["L86"],"status":"public","oa":"1","project":[{"name":"DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur","_id":"160"},{"name":"SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften mit Unternehmen","_id":"1250"}],"quality_controlled":"1","citation":{"bibtex":"@article{Schäfer_Hansmeier_zur Heiden_Beverungen_2026, title={Resource, actor, beneficiary, or agent? A service‑dominant perspective on generative artificial intelligence}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>}, number={78}, journal={Electronic Markets}, publisher={Springer Nature}, author={Schäfer, Jannika Marie and Hansmeier, Philipp and zur Heiden, Philipp and Beverungen, Daniel}, year={2026} }","ama":"Schäfer JM, Hansmeier P, zur Heiden P, Beverungen D. Resource, actor, beneficiary, or agent? A service‑dominant perspective on generative artificial intelligence. <i>Electronic Markets</i>. 2026;36(78). doi:<a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>","mla":"Schäfer, Jannika Marie, et al. “Resource, Actor, Beneficiary, or Agent? A Service‑dominant Perspective on Generative Artificial Intelligence.” <i>Electronic Markets</i>, vol. 36, no. 78, Springer Nature, 2026, doi:<a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>.","chicago":"Schäfer, Jannika Marie, Philipp Hansmeier, Philipp zur Heiden, and Daniel Beverungen. “Resource, Actor, Beneficiary, or Agent? A Service‑dominant Perspective on Generative Artificial Intelligence.” <i>Electronic Markets</i> 36, no. 78 (2026). <a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>.","short":"J.M. Schäfer, P. Hansmeier, P. zur Heiden, D. Beverungen, Electronic Markets 36 (2026).","ieee":"J. M. Schäfer, P. Hansmeier, P. zur Heiden, and D. Beverungen, “Resource, actor, beneficiary, or agent? A service‑dominant perspective on generative artificial intelligence,” <i>Electronic Markets</i>, vol. 36, no. 78, 2026, doi: <a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>.","apa":"Schäfer, J. M., Hansmeier, P., zur Heiden, P., &#38; Beverungen, D. (2026). Resource, actor, beneficiary, or agent? A service‑dominant perspective on generative artificial intelligence. <i>Electronic Markets</i>, <i>36</i>(78). <a href=\"https://doi.org/10.1007/s12525-026-00932-w\">https://doi.org/10.1007/s12525-026-00932-w</a>"},"file_date_updated":"2026-10-08T10:49:46Z"},{"has_accepted_license":"1","status":"public","volume":141,"user_id":"59677","ddc":["000"],"_id":"65626","publisher":"Elsevier BV","quality_controlled":"1","citation":{"ama":"Skolik AM, Kaltenpoth SB, Beverungen D, Müller O. A modular large language model agent architecture for adaptive and autonomous process-aware execution. <i>Information Systems</i>. 2026;141. doi:<a href=\"https://doi.org/10.1016/j.is.2026.102748\">10.1016/j.is.2026.102748</a>","bibtex":"@article{Skolik_Kaltenpoth_Beverungen_Müller_2026, title={A modular large language model agent architecture for adaptive and autonomous process-aware execution}, volume={141}, DOI={<a href=\"https://doi.org/10.1016/j.is.2026.102748\">10.1016/j.is.2026.102748</a>}, number={102748}, journal={Information Systems}, publisher={Elsevier BV}, author={Skolik, Alexander Marcus and Kaltenpoth, Sascha Benjamin and Beverungen, Daniel and Müller, Oliver}, year={2026} }","mla":"Skolik, Alexander Marcus, et al. “A Modular Large Language Model Agent Architecture for Adaptive and Autonomous Process-Aware Execution.” <i>Information Systems</i>, vol. 141, 102748, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.is.2026.102748\">10.1016/j.is.2026.102748</a>.","chicago":"Skolik, Alexander Marcus, Sascha Benjamin Kaltenpoth, Daniel Beverungen, and Oliver Müller. “A Modular Large Language Model Agent Architecture for Adaptive and Autonomous Process-Aware Execution.” <i>Information Systems</i> 141 (2026). <a href=\"https://doi.org/10.1016/j.is.2026.102748\">https://doi.org/10.1016/j.is.2026.102748</a>.","short":"A.M. Skolik, S.B. Kaltenpoth, D. Beverungen, O. Müller, Information Systems 141 (2026).","apa":"Skolik, A. M., Kaltenpoth, S. B., Beverungen, D., &#38; Müller, O. (2026). A modular large language model agent architecture for adaptive and autonomous process-aware execution. <i>Information Systems</i>, <i>141</i>, Article 102748. <a href=\"https://doi.org/10.1016/j.is.2026.102748\">https://doi.org/10.1016/j.is.2026.102748</a>","ieee":"A. M. Skolik, S. B. Kaltenpoth, D. Beverungen, and O. Müller, “A modular large language model agent architecture for adaptive and autonomous process-aware execution,” <i>Information Systems</i>, vol. 141, Art. no. 102748, 2026, doi: <a href=\"https://doi.org/10.1016/j.is.2026.102748\">10.1016/j.is.2026.102748</a>."},"file_date_updated":"2026-10-08T11:00:19Z","oa":"1","article_type":"original","intvolume":"       141","publication_status":"published","date_updated":"2026-10-08T11:01:24Z","publication_identifier":{"issn":["0306-4379"]},"author":[{"orcid":"0009-0006-2519-1765","last_name":"Skolik","first_name":"Alexander Marcus","full_name":"Skolik, Alexander Marcus","id":"92908"},{"id":"50640","full_name":"Kaltenpoth, Sascha Benjamin","first_name":"Sascha Benjamin","last_name":"Kaltenpoth"},{"id":"59677","last_name":"Beverungen","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"id":"72849","full_name":"Müller, Oliver","first_name":"Oliver","last_name":"Müller"}],"title":"A modular large language model agent architecture for adaptive and autonomous process-aware execution","year":"2026","doi":"10.1016/j.is.2026.102748","language":[{"iso":"eng"}],"article_number":"102748","main_file_link":[{"open_access":"1"}],"related_material":{"link":[{"relation":"confirmation","url":"https://www.sciencedirect.com/science/article/pii/S0306437926000621?via%3Dihub"}]},"abstract":[{"text":"Business Process Management (BPM) is evolving rapidly. Building on a rich research portfolio that spans from early workflow automation to robotic process automation (RPA), large language models (LLMs) are the most recent disruptive technologies to influence all BPM capability areas. Particularly, these technologies fuel the emerging research fields of AI-enhanced business process management systems and autonomous process execution. In a design science research approach, we develop a modular LLM agent architecture that effectively enables the adaptation and execution of business processes. The architecture integrates a Frame Agent that can generate process descriptions and an Operational Agent that autonomously executes processes based on the Frame Agent’s process descriptions. It further enables a future Tactical Agent for autonomous process adaptations. We demonstrate the architecture’s applicability and utility with the real-world case of a meter-to-cash process, comparing it to the performance of an RPA bot. Our findings provide early insights into the challenges faced by autonomous process execution and its relation with RPA in terms of adaptability, flexibility, and complexity in autonomous process execution. While researchers can build on our findings to establish modular LLM-agent architectures for autonomous process execution, practitioners can derive early insights into the design of LLM agents for process automation.","lang":"eng"}],"publication":"Information Systems","type":"journal_article","keyword":["Business process management","Large language models","Modular agent architecture","Autonomous process execution","AI-augmented business process management systems"],"date_created":"2026-05-14T11:19:08Z","file":[{"date_created":"2026-10-08T11:00:19Z","creator":"dabe","content_type":"application/pdf","success":1,"file_id":"67435","access_level":"closed","file_size":1988723,"file_name":"IS - Autonomous Process Execution.pdf","date_updated":"2026-10-08T11:00:19Z","relation":"main_file"}]},{"editor":[{"first_name":"Volker","last_name":"Köhler","full_name":"Köhler, Volker"}],"volume":14,"ddc":["900"],"user_id":"100968","_id":"65497","publisher":"Transcript","page":"35–64","has_accepted_license":"1","status":"public","oa":"1","place":"Bielefeld","project":[{"_id":"1210","name":"Digitalgeschichte des Anthropozäns. 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Schmitt, “Von Baumdaten zu Datenwäldern. Eine Umweltgeschichte der Informationsverarbeitung im Ausklang des langen 19. Jahrhunderts,” in <i>Rechnen, Zeichnen, Reden Zur Geschichte der Datenverarbeitung im langen 19. Jahrhundert</i>, vol. 14, V. Köhler, Ed. Bielefeld: Transcript, 2026, pp. 35–64.","ama":"Schmitt M. Von Baumdaten zu Datenwäldern. Eine Umweltgeschichte der Informationsverarbeitung im Ausklang des langen 19. Jahrhunderts. In: Köhler V, ed. <i>Rechnen, Zeichnen, Reden Zur Geschichte der Datenverarbeitung im langen 19. Jahrhundert</i>. Vol 14. Wissenschafts- und Technikgeschichte. Transcript; 2026:35–64.","bibtex":"@inbook{Schmitt_2026, place={Bielefeld}, series={Wissenschafts- und Technikgeschichte}, title={Von Baumdaten zu Datenwäldern. Eine Umweltgeschichte der Informationsverarbeitung im Ausklang des langen 19. Jahrhunderts}, volume={14}, booktitle={Rechnen, Zeichnen, Reden Zur Geschichte der Datenverarbeitung im langen 19. 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Theorie Und Praxis Für Die Hochschullehre</i>, edited by Carolyn Blume et al., 1st ed., Transcript, 2026, pp. 207–30, doi:<a href=\"https://doi.org/10.14361/9783839473139\">https://doi.org/10.14361/9783839473139</a>.","ama":"Frankemölle B, Wiesche D, Göbel K. Inter- und transkulturelles Lernen mit digitalen Aufgaben im Fremdsprachenunterricht? Perspektiven von Fremdsprachenlehrpersonen auf ein kulturdidaktisches Online-Fortbildungskonzept. In: Blume C, Marci-Boehncke G, Ronan P, eds. <i>Peer-to-Peer-Konzepte in Der Sprachendidaktik. Theorie Und Praxis Für Die Hochschullehre</i>. 1st ed. Transcript; 2026:207-230. doi:<a href=\"https://doi.org/10.14361/9783839473139\">https://doi.org/10.14361/9783839473139</a>","bibtex":"@inbook{Frankemölle_Wiesche_Göbel_2026, place={Bielefeld}, edition={1}, title={Inter- und transkulturelles Lernen mit digitalen Aufgaben im Fremdsprachenunterricht? 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