[{"type":"working_paper","abstract":[{"lang":"eng","text":"We study the effect of education on health (hospital stays, number of diagnosed conditions, self-rated poor health, and obesity) over the life-cycle in Germany, using compulsory schooling reforms as a source of exogenous variation. Our results suggest a positive correlation of health and education which increases over the life-cycle. We do not, however, find any positive local average treatment effects of an additional year of schooling on health or health care utilization for individuals up to age 79. An exception is obesity, where positive effects of schooling start to be visible around age 60 and become very large in age group 75-79. The results in age group 75-79 need to be interpreted with caution, however, due to small sample size and possible problems of attrition."}],"status":"public","_id":"46534","series_title":" Ruhr Economic Papers","user_id":"53779","department":[{"_id":"281"},{"_id":"475"}],"keyword":["Education","health","life-cycle effects","compulsory schooling"],"language":[{"iso":"eng"}],"year":"2023","citation":{"ieee":"H. Schmitz and B. B. Tawiah, <i>Life-cycle health effects of compulsory schooling</i>, vol. 1006. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","chicago":"Schmitz, Hendrik, and Beatrice Baaba Tawiah. <i>Life-Cycle Health Effects of Compulsory Schooling</i>. Vol. 1006.  Ruhr Economic Papers. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","ama":"Schmitz H, Tawiah BB. <i>Life-Cycle Health Effects of Compulsory Schooling</i>. Vol 1006. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen; 2023.","apa":"Schmitz, H., &#38; Tawiah, B. B. (2023). <i>Life-cycle health effects of compulsory schooling</i> (Vol. 1006). RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.","mla":"Schmitz, Hendrik, and Beatrice Baaba Tawiah. <i>Life-Cycle Health Effects of Compulsory Schooling</i>. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","short":"H. Schmitz, B.B. Tawiah, Life-Cycle Health Effects of Compulsory Schooling, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","bibtex":"@book{Schmitz_Tawiah_2023, series={ Ruhr Economic Papers}, title={Life-cycle health effects of compulsory schooling}, volume={1006}, publisher={RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen}, author={Schmitz, Hendrik and Tawiah, Beatrice Baaba}, year={2023}, collection={ Ruhr Economic Papers} }"},"intvolume":"      1006","date_updated":"2023-08-20T17:51:42Z","publisher":"RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen","author":[{"first_name":"Hendrik","full_name":"Schmitz, Hendrik","id":"48879","last_name":"Schmitz"},{"first_name":"Beatrice Baaba","id":"70577","full_name":"Tawiah, Beatrice Baaba","last_name":"Tawiah"}],"date_created":"2023-08-16T09:51:10Z","volume":1006,"title":"Life-cycle health effects of compulsory schooling"},{"type":"working_paper","status":"public","_id":"46521","department":[{"_id":"475"},{"_id":"281"}],"user_id":"53779","keyword":["General Earth and Planetary Sciences","General Environmental Science"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["1556-5068"]},"year":"2023","citation":{"ieee":"D. Freise, V. Schiele, and H. Schmitz, <i>Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data</i>. Elsevier BV, 2023.","chicago":"Freise, Diana, Valentin Schiele, and Hendrik Schmitz. <i>Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data</i>. Elsevier BV, 2023. <a href=\"https://doi.org/10.2139/ssrn.4372490\">https://doi.org/10.2139/ssrn.4372490</a>.","ama":"Freise D, Schiele V, Schmitz H. <i>Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data</i>. Elsevier BV; 2023. doi:<a href=\"https://doi.org/10.2139/ssrn.4372490\">10.2139/ssrn.4372490</a>","short":"D. Freise, V. Schiele, H. Schmitz, Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data, Elsevier BV, 2023.","mla":"Freise, Diana, et al. <i>Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data</i>. Elsevier BV, 2023, doi:<a href=\"https://doi.org/10.2139/ssrn.4372490\">10.2139/ssrn.4372490</a>.","bibtex":"@book{Freise_Schiele_Schmitz_2023, title={Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data}, DOI={<a href=\"https://doi.org/10.2139/ssrn.4372490\">10.2139/ssrn.4372490</a>}, publisher={Elsevier BV}, author={Freise, Diana and Schiele, Valentin and Schmitz, Hendrik}, year={2023} }","apa":"Freise, D., Schiele, V., &#38; Schmitz, H. (2023). <i>Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data</i>. Elsevier BV. <a href=\"https://doi.org/10.2139/ssrn.4372490\">https://doi.org/10.2139/ssrn.4372490</a>"},"date_updated":"2023-08-20T17:49:34Z","publisher":"Elsevier BV","date_created":"2023-08-16T09:31:31Z","author":[{"full_name":"Freise, Diana","id":"45323","last_name":"Freise","first_name":"Diana"},{"first_name":"Valentin","full_name":"Schiele, Valentin","id":"53779","last_name":"Schiele"},{"first_name":"Hendrik","id":"48879","full_name":"Schmitz, Hendrik","last_name":"Schmitz"}],"title":"Housing Situations and Local COVID-19 Infection Dynamics – A Case Study With Small-Area Data","doi":"10.2139/ssrn.4372490","main_file_link":[{"url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4372490"}]},{"publication":"arXiv:2307.15325","type":"preprint","status":"public","abstract":[{"lang":"eng","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."}],"department":[{"_id":"655"}],"user_id":"47427","external_id":{"arxiv":["2307.15325"]},"_id":"46579","language":[{"iso":"eng"}],"citation":{"apa":"Peitz, S., Harder, H., Nüske, F., Philipp, F., Schaller, M., &#38; Worthmann, K. (2023). Partial observations, coarse graining and equivariance in Koopman  operator theory for large-scale dynamical systems. In <i>arXiv:2307.15325</i>.","short":"S. Peitz, H. Harder, F. Nüske, F. Philipp, M. Schaller, K. Worthmann, ArXiv:2307.15325 (2023).","mla":"Peitz, Sebastian, et al. “Partial Observations, Coarse Graining and Equivariance in Koopman  Operator Theory for Large-Scale Dynamical Systems.” <i>ArXiv:2307.15325</i>, 2023.","bibtex":"@article{Peitz_Harder_Nüske_Philipp_Schaller_Worthmann_2023, title={Partial observations, coarse graining and equivariance in Koopman  operator theory for large-scale dynamical systems}, journal={arXiv:2307.15325}, author={Peitz, Sebastian and Harder, Hans and Nüske, Feliks and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2023} }","ieee":"S. Peitz, H. Harder, F. Nüske, F. Philipp, M. Schaller, and K. Worthmann, “Partial observations, coarse graining and equivariance in Koopman  operator theory for large-scale dynamical systems,” <i>arXiv:2307.15325</i>. 2023.","chicago":"Peitz, Sebastian, Hans Harder, Feliks Nüske, Friedrich Philipp, Manuel Schaller, and Karl Worthmann. “Partial Observations, Coarse Graining and Equivariance in Koopman  Operator Theory for Large-Scale Dynamical Systems.” <i>ArXiv:2307.15325</i>, 2023.","ama":"Peitz S, Harder H, Nüske F, Philipp F, Schaller M, Worthmann K. Partial observations, coarse graining and equivariance in Koopman  operator theory for large-scale dynamical systems. <i>arXiv:230715325</i>. Published online 2023."},"year":"2023","date_created":"2023-08-21T05:52:24Z","author":[{"first_name":"Sebastian","orcid":"0000-0002-3389-793X","last_name":"Peitz","id":"47427","full_name":"Peitz, Sebastian"},{"first_name":"Hans","last_name":"Harder","id":"98879","full_name":"Harder, Hans"},{"first_name":"Feliks","last_name":"Nüske","full_name":"Nüske, Feliks"},{"first_name":"Friedrich","last_name":"Philipp","full_name":"Philipp, Friedrich"},{"full_name":"Schaller, Manuel","last_name":"Schaller","first_name":"Manuel"},{"first_name":"Karl","last_name":"Worthmann","full_name":"Worthmann, Karl"}],"date_updated":"2023-08-21T05:53:35Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2307.15325"}],"title":"Partial observations, coarse graining and equivariance in Koopman  operator theory for large-scale dynamical systems"},{"year":"2023","citation":{"ama":"Monsees D, Schmitz H. <i>The Effect of Compulsory Schooling on Vaccination against COVID and Influenza</i>. Vol 1011. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen; 2023.","chicago":"Monsees, Daniel, and Hendrik Schmitz. <i>The Effect of Compulsory Schooling on Vaccination against COVID and Influenza</i>. Vol. 1011.  Ruhr Economic Papers. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","ieee":"D. Monsees and H. Schmitz, <i>The effect of compulsory schooling on vaccination against COVID and Influenza</i>, vol. 1011. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","short":"D. Monsees, H. Schmitz, The Effect of Compulsory Schooling on Vaccination against COVID and Influenza, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","bibtex":"@book{Monsees_Schmitz_2023, series={ Ruhr Economic Papers}, title={The effect of compulsory schooling on vaccination against COVID and Influenza}, volume={1011}, publisher={RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen}, author={Monsees, Daniel and Schmitz, Hendrik}, year={2023}, collection={ Ruhr Economic Papers} }","mla":"Monsees, Daniel, and Hendrik Schmitz. <i>The Effect of Compulsory Schooling on Vaccination against COVID and Influenza</i>. RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen, 2023.","apa":"Monsees, D., &#38; Schmitz, H. (2023). <i>The effect of compulsory schooling on vaccination against COVID and Influenza</i> (Vol. 1011). RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen."},"intvolume":"      1011","title":"The effect of compulsory schooling on vaccination against COVID and Influenza","date_updated":"2023-08-20T17:59:18Z","publisher":"RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen","date_created":"2023-08-16T09:56:03Z","author":[{"full_name":"Monsees, Daniel","last_name":"Monsees","first_name":"Daniel"},{"first_name":"Hendrik","id":"48879","full_name":"Schmitz, Hendrik","last_name":"Schmitz"}],"volume":1011,"abstract":[{"lang":"eng","text":"We study the effect of education on vaccination against COVID-19 and influenza in Germany and Europe. Our identification strategy makes use of changes in compulsory schooling laws and allows to estimate local average treatment effects for individuals between 59 and 91 years of age. We find no significant effect of an additional year of schooling on vaccination status in Germany. Pooling data from Europe, we conclude that schooling increases the likelihood to vaccinate against COVID by an economically negligible effect of one percentage point (zero for influenza). However, we find indications that additional schooling increases fear of side effects from COVID vaccination."}],"status":"public","type":"working_paper","keyword":["COVID","influenza","vaccination","education","compulsory schooling"],"language":[{"iso":"eng"}],"_id":"46536","user_id":"53779","series_title":" Ruhr Economic Papers","department":[{"_id":"281"},{"_id":"475"}]},{"conference":{"name":"WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte","start_date":"2023-02-15","end_date":"2023-02-16","location":"Stuttgart"},"title":"NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen","date_created":"2023-02-24T09:11:28Z","author":[{"first_name":"Moritz","full_name":"Ostermann, Moritz","id":"44763","last_name":"Ostermann","orcid":"https://orcid.org/0000-0003-1146-0443"},{"first_name":"Jonathan","last_name":"Behm","id":"50525","full_name":"Behm, Jonathan"},{"last_name":"Marten","id":"338","full_name":"Marten, Thorsten","first_name":"Thorsten"},{"id":"553","full_name":"Tröster, Thomas","last_name":"Tröster","first_name":"Thomas"}],"date_updated":"2023-08-21T18:47:27Z","citation":{"mla":"Ostermann, Moritz, et al. “NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen.” <i>WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte</i>, 2023.","short":"M. Ostermann, J. Behm, T. Marten, T. Tröster, in: WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte, Stuttgart, Germany, 2023.","bibtex":"@inproceedings{Ostermann_Behm_Marten_Tröster_2023, place={Stuttgart, Germany}, title={NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen}, booktitle={WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte}, author={Ostermann, Moritz and Behm, Jonathan and Marten, Thorsten and Tröster, Thomas}, year={2023} }","apa":"Ostermann, M., Behm, J., Marten, T., &#38; Tröster, T. (2023). NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen. <i>WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte</i>. WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte, Stuttgart.","ama":"Ostermann M, Behm J, Marten T, Tröster T. NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen. In: <i>WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte</i>. ; 2023.","chicago":"Ostermann, Moritz, Jonathan Behm, Thorsten Marten, and Thomas Tröster. “NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen.” In <i>WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte</i>. Stuttgart, Germany, 2023.","ieee":"M. Ostermann, J. Behm, T. Marten, and T. Tröster, “NeMo.bil - Dekarbonisierung des Verkehrs mithilfe von Leichtbau-Fahrzeugschwärmen,” presented at the WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte, Stuttgart, 2023."},"year":"2023","place":"Stuttgart, Germany","language":[{"iso":"ger"}],"department":[{"_id":"9"},{"_id":"321"},{"_id":"149"}],"user_id":"44763","_id":"42459","status":"public","publication":"WerkstoffPlus Auto 13. Fachtagung für neue Fahrzeug- und Werkstoffkonzepte","type":"conference_abstract"},{"year":"2023","intvolume":"         6","citation":{"chicago":"Vöing, Nerea. “16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing.” <i>Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre</i> 6 (2023).","ieee":"N. Vöing, “16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing,” <i>Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre</i>, vol. 6, 2023.","ama":"Vöing N. 16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing. <i>Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre</i>. 2023;6.","apa":"Vöing, N. (2023). 16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing. <i>Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre</i>, <i>6</i>.","bibtex":"@article{Vöing_2023, title={16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing}, volume={6}, journal={Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre}, author={Vöing, Nerea}, year={2023} }","short":"N. Vöing, Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre 6 (2023).","mla":"Vöing, Nerea. “16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing.” <i>Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre</i>, vol. 6, 2023."},"publication_status":"published","title":"16 Fragen, 16 Antworten: In unserer Rubrik „Lehren im Leben” stellen wir Menschen vor, die Hochschullehre gestalten. Folge 6: Dr. Nerea Vöing","main_file_link":[{"url":"https://stiftung-hochschullehre.de/blog/lehren-im-leben-dr-nerea-voeing/"}],"date_updated":"2023-08-22T10:40:29Z","volume":6,"author":[{"full_name":"Vöing, Nerea","id":"5054","last_name":"Vöing","first_name":"Nerea"}],"date_created":"2023-08-22T10:40:26Z","status":"public","publication":"Lehren im Leben - Blog der Stiftung Innovation in der Hochschullehre","type":"journal_article","language":[{"iso":"ger"}],"_id":"46622","user_id":"5054"},{"language":[{"iso":"ger"}],"user_id":"5054","_id":"46623","status":"public","publication":"Trafohaus//Lehre (Podcast der HD Sachsen)","type":"journal_article","main_file_link":[{"url":"https://www.hd-sachsen.de/veroeffentlichungen/podcast"}],"title":"Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\"","date_created":"2023-08-22T10:42:41Z","author":[{"first_name":"Nerea","id":"5054","full_name":"Vöing, Nerea","last_name":"Vöing"}],"date_updated":"2023-08-22T10:42:45Z","citation":{"short":"N. Vöing, Trafohaus//Lehre (Podcast der HD Sachsen) (2023).","mla":"Vöing, Nerea. “Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\".” <i>Trafohaus//Lehre (Podcast der HD Sachsen)</i>, 2023.","bibtex":"@article{Vöing_2023, title={Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\"}, journal={Trafohaus//Lehre (Podcast der HD Sachsen)}, author={Vöing, Nerea}, year={2023} }","apa":"Vöing, N. (2023). Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\". <i>Trafohaus//Lehre (Podcast der HD Sachsen)</i>.","ieee":"N. Vöing, “Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\",” <i>Trafohaus//Lehre (Podcast der HD Sachsen)</i>, 2023.","chicago":"Vöing, Nerea. “Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\".” <i>Trafohaus//Lehre (Podcast der HD Sachsen)</i>, 2023.","ama":"Vöing N. Ein Blick auf Lehre und Lernen in Hochschulen durch die Brille der Hochschuldidaktik\". <i>Trafohaus//Lehre (Podcast der HD Sachsen)</i>. Published online 2023."},"year":"2023","publication_status":"published"},{"language":[{"iso":"ger"}],"_id":"46624","user_id":"5054","status":"public","type":"report","title":"Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen","main_file_link":[{"url":"https://www.e-teaching.org/didaktik/qualitaet/lehrentwicklung-durch-scholarship-of-teaching-and-learning "}],"date_updated":"2023-08-22T11:20:43Z","author":[{"full_name":"Vöing, Nerea","id":"5054","last_name":"Vöing","first_name":"Nerea"},{"first_name":"Maik","full_name":"Arnold, Maik","last_name":"Arnold"},{"full_name":"Reisas, Sabine","last_name":"Reisas","first_name":"Sabine"}],"date_created":"2023-08-22T11:20:39Z","year":"2023","place":"e-teaching.org","citation":{"apa":"Vöing, N., Arnold, M., &#38; Reisas, S. (2023). <i>Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen</i>.","short":"N. Vöing, M. Arnold, S. Reisas, Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen, e-teaching.org, 2023.","mla":"Vöing, Nerea, et al. <i>Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen</i>. 2023.","bibtex":"@book{Vöing_Arnold_Reisas_2023, place={e-teaching.org}, title={Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen}, author={Vöing, Nerea and Arnold, Maik and Reisas, Sabine}, year={2023} }","ieee":"N. Vöing, M. Arnold, and S. Reisas, <i>Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen</i>. e-teaching.org, 2023.","chicago":"Vöing, Nerea, Maik Arnold, and Sabine Reisas. <i>Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen</i>. e-teaching.org, 2023.","ama":"Vöing N, Arnold M, Reisas S. <i>Lehrentwicklung durch Scholarship of Teaching and Learning – mit SoTL Hochschullehre beforschen, weiterentwickeln und teilen</i>.; 2023."},"publication_status":"published"},{"quality_controlled":"1","year":"2023","date_created":"2023-06-13T18:32:33Z","publisher":"Elsevier BV","title":"Revisiting the initial reaction rates for TMS combustion and a new evidence for metastable silica nanoparticles in the gas-phase synthesis","publication":"Applications in Energy and Combustion Science","language":[{"iso":"eng"}],"keyword":["Metastable particles","Nanomaterials","Quartz-crystal-microbalance","Molecular-beam mass spectrometry","Tetramethylsilane","Reaction kinetics"],"publication_status":"published","publication_identifier":{"issn":["2666-352X"]},"citation":{"ama":"Karakaya Y, Somnitz H, Hermsen A, Gonchikzhapov M, Kasper T. Revisiting the initial reaction rates for TMS combustion and a new evidence for metastable silica nanoparticles in the gas-phase synthesis. <i>Applications in Energy and Combustion Science</i>. 2023;14. doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">10.1016/j.jaecs.2023.100152</a>","chicago":"Karakaya, Yasin, H. Somnitz, A. Hermsen, Munko Gonchikzhapov, and Tina Kasper. “Revisiting the Initial Reaction Rates for TMS Combustion and a New Evidence for Metastable Silica Nanoparticles in the Gas-Phase Synthesis.” <i>Applications in Energy and Combustion Science</i> 14 (2023). <a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">https://doi.org/10.1016/j.jaecs.2023.100152</a>.","ieee":"Y. Karakaya, H. Somnitz, A. Hermsen, M. Gonchikzhapov, and T. Kasper, “Revisiting the initial reaction rates for TMS combustion and a new evidence for metastable silica nanoparticles in the gas-phase synthesis,” <i>Applications in Energy and Combustion Science</i>, vol. 14, Art. no. 100152, 2023, doi: <a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">10.1016/j.jaecs.2023.100152</a>.","short":"Y. Karakaya, H. Somnitz, A. Hermsen, M. Gonchikzhapov, T. Kasper, Applications in Energy and Combustion Science 14 (2023).","mla":"Karakaya, Yasin, et al. “Revisiting the Initial Reaction Rates for TMS Combustion and a New Evidence for Metastable Silica Nanoparticles in the Gas-Phase Synthesis.” <i>Applications in Energy and Combustion Science</i>, vol. 14, 100152, Elsevier BV, 2023, doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">10.1016/j.jaecs.2023.100152</a>.","bibtex":"@article{Karakaya_Somnitz_Hermsen_Gonchikzhapov_Kasper_2023, title={Revisiting the initial reaction rates for TMS combustion and a new evidence for metastable silica nanoparticles in the gas-phase synthesis}, volume={14}, DOI={<a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">10.1016/j.jaecs.2023.100152</a>}, number={100152}, journal={Applications in Energy and Combustion Science}, publisher={Elsevier BV}, author={Karakaya, Yasin and Somnitz, H. and Hermsen, A. and Gonchikzhapov, Munko and Kasper, Tina}, year={2023} }","apa":"Karakaya, Y., Somnitz, H., Hermsen, A., Gonchikzhapov, M., &#38; Kasper, T. (2023). Revisiting the initial reaction rates for TMS combustion and a new evidence for metastable silica nanoparticles in the gas-phase synthesis. <i>Applications in Energy and Combustion Science</i>, <i>14</i>, Article 100152. <a href=\"https://doi.org/10.1016/j.jaecs.2023.100152\">https://doi.org/10.1016/j.jaecs.2023.100152</a>"},"intvolume":"        14","author":[{"last_name":"Karakaya","id":"95069","full_name":"Karakaya, Yasin","first_name":"Yasin"},{"last_name":"Somnitz","full_name":"Somnitz, H.","first_name":"H."},{"first_name":"A.","last_name":"Hermsen","full_name":"Hermsen, A."},{"first_name":"Munko","full_name":"Gonchikzhapov, Munko","id":"94996","orcid":"https://orcid.org/0000-0002-7773-047X","last_name":"Gonchikzhapov"},{"first_name":"Tina","id":"94562","full_name":"Kasper, Tina","last_name":"Kasper","orcid":"0000-0003-3993-5316 "}],"volume":14,"date_updated":"2023-08-22T20:03:29Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://www.sciencedirect.com/science/article/pii/S2666352X23000419"}],"doi":"10.1016/j.jaecs.2023.100152","type":"journal_article","status":"public","user_id":"94996","department":[{"_id":"728"}],"_id":"45602","article_number":"100152"},{"publication":"Optics Express","type":"journal_article","abstract":[{"text":"A reliable, but cost-effective generation of single-photon states is key for practical quantum communication systems. For real-world deployment, waveguide sources offer optimum compatibility with fiber networks and can be embedded in hybrid integrated modules. Here, we present what we believe to be the first chip-size fully integrated fiber-coupled heralded single photon source (HSPS) module based on a hybrid integration of a nonlinear lithium niobate waveguide into a polymer board. Photon pairs at 810 nm (signal) and 1550 nm (idler) are generated via parametric down-conversion pumped at 532 nm in the LiNbO3 waveguide. The pairs are split in the polymer board and routed to separate output ports. The module has a size of (2 × 1) cm^2 and is fully fiber-coupled with one pump input fiber and two output fibers. We measure a heralded second-order correlation function of g_h(2)=0.05 with a heralding efficiency of η_h=3.5% at low pump powers","lang":"eng"}],"status":"public","_id":"46644","user_id":"44252","keyword":["Atomic and Molecular Physics","and Optics"],"article_number":"22685","article_type":"original","language":[{"iso":"eng"}],"publication_identifier":{"issn":["1094-4087"]},"publication_status":"published","issue":"14","year":"2023","intvolume":"        31","citation":{"short":"C. Kießler, H. Conradi, M. Kleinert, V. Quiring, H. Herrmann, C. Silberhorn, Optics Express 31 (2023).","mla":"Kießler, Christian, et al. “Fiber-Coupled Plug-and-Play Heralded Single Photon Source Based on Ti:LiNbO3 and Polymer Technology.” <i>Optics Express</i>, vol. 31, no. 14, 22685, Optica Publishing Group, 2023, doi:<a href=\"https://doi.org/10.1364/oe.487581\">10.1364/oe.487581</a>.","bibtex":"@article{Kießler_Conradi_Kleinert_Quiring_Herrmann_Silberhorn_2023, title={Fiber-coupled plug-and-play heralded single photon source based on Ti:LiNbO3 and polymer technology}, volume={31}, DOI={<a href=\"https://doi.org/10.1364/oe.487581\">10.1364/oe.487581</a>}, number={1422685}, journal={Optics Express}, publisher={Optica Publishing Group}, author={Kießler, Christian and Conradi, Hauke and Kleinert, Moritz and Quiring, Viktor and Herrmann, Harald and Silberhorn, Christine}, year={2023} }","apa":"Kießler, C., Conradi, H., Kleinert, M., Quiring, V., Herrmann, H., &#38; Silberhorn, C. (2023). Fiber-coupled plug-and-play heralded single photon source based on Ti:LiNbO3 and polymer technology. <i>Optics Express</i>, <i>31</i>(14), Article 22685. <a href=\"https://doi.org/10.1364/oe.487581\">https://doi.org/10.1364/oe.487581</a>","chicago":"Kießler, Christian, Hauke Conradi, Moritz Kleinert, Viktor Quiring, Harald Herrmann, and Christine Silberhorn. “Fiber-Coupled Plug-and-Play Heralded Single Photon Source Based on Ti:LiNbO3 and Polymer Technology.” <i>Optics Express</i> 31, no. 14 (2023). <a href=\"https://doi.org/10.1364/oe.487581\">https://doi.org/10.1364/oe.487581</a>.","ieee":"C. Kießler, H. Conradi, M. Kleinert, V. Quiring, H. Herrmann, and C. Silberhorn, “Fiber-coupled plug-and-play heralded single photon source based on Ti:LiNbO3 and polymer technology,” <i>Optics Express</i>, vol. 31, no. 14, Art. no. 22685, 2023, doi: <a href=\"https://doi.org/10.1364/oe.487581\">10.1364/oe.487581</a>.","ama":"Kießler C, Conradi H, Kleinert M, Quiring V, Herrmann H, Silberhorn C. Fiber-coupled plug-and-play heralded single photon source based on Ti:LiNbO3 and polymer technology. <i>Optics Express</i>. 2023;31(14). doi:<a href=\"https://doi.org/10.1364/oe.487581\">10.1364/oe.487581</a>"},"date_updated":"2023-08-23T07:25:37Z","publisher":"Optica Publishing Group","volume":31,"date_created":"2023-08-23T07:20:06Z","author":[{"last_name":"Kießler","id":"44252","full_name":"Kießler, Christian","first_name":"Christian"},{"full_name":"Conradi, Hauke","last_name":"Conradi","first_name":"Hauke"},{"full_name":"Kleinert, Moritz","last_name":"Kleinert","first_name":"Moritz"},{"last_name":"Quiring","full_name":"Quiring, Viktor","first_name":"Viktor"},{"id":"216","full_name":"Herrmann, Harald","last_name":"Herrmann","first_name":"Harald"},{"id":"26263","full_name":"Silberhorn, Christine","last_name":"Silberhorn","first_name":"Christine"}],"title":"Fiber-coupled plug-and-play heralded single photon source based on Ti:LiNbO3 and polymer technology","doi":"10.1364/oe.487581"},{"user_id":"5054","_id":"46647","status":"public","abstract":[{"lang":"eng","text":"<jats:p>SoTL ist eine forschungsbasierte Haltung, die die Hochschullehre verbessern und innovieren will. Das deutschsprachige SoTL-Netzwerk hat fünf Thesen formuliert, die SoTL als Grundhaltung und Motor für Lehrentwicklung betonen. Der Beitrag diskutiert diese Thesen und stellt Aktivitäten des Netzwerks vor, die SoTL an Hochschulen und Universitäten fördern und vernetzen wollen. Dabei wird auch die Rolle der »Teacher-Researcher« hervorgehoben.</jats:p>"}],"type":"book_chapter","publication":"Hochschulbildung: Lehre und Forschung","doi":"10.14361/9783839461808-022","title":"Scholarship of Teaching and Learning (SoTL) als Motor für eine inter- und transdisziplinäre Hochschuldidaktik","date_created":"2023-08-23T12:43:13Z","author":[{"first_name":"Maik","last_name":"Arnold","full_name":"Arnold, Maik"},{"first_name":"Nerea","full_name":"Vöing, Nerea","last_name":"Vöing"},{"full_name":"Reisas, Sabine","last_name":"Reisas","first_name":"Sabine"}],"publisher":"transcript Verlag","date_updated":"2023-08-23T12:43:46Z","citation":{"apa":"Arnold, M., Vöing, N., &#38; Reisas, S. (2023). Scholarship of Teaching and Learning (SoTL) als Motor für eine inter- und transdisziplinäre Hochschuldidaktik. In <i>Hochschulbildung: Lehre und Forschung</i>. transcript Verlag. <a href=\"https://doi.org/10.14361/9783839461808-022\">https://doi.org/10.14361/9783839461808-022</a>","bibtex":"@inbook{Arnold_Vöing_Reisas_2023, place={Bielefeld, Germany}, title={Scholarship of Teaching and Learning (SoTL) als Motor für eine inter- und transdisziplinäre Hochschuldidaktik}, DOI={<a href=\"https://doi.org/10.14361/9783839461808-022\">10.14361/9783839461808-022</a>}, booktitle={Hochschulbildung: Lehre und Forschung}, publisher={transcript Verlag}, author={Arnold, Maik and Vöing, Nerea and Reisas, Sabine}, year={2023} }","mla":"Arnold, Maik, et al. “Scholarship of Teaching and Learning (SoTL) Als Motor Für Eine Inter- Und Transdisziplinäre Hochschuldidaktik.” <i>Hochschulbildung: Lehre Und Forschung</i>, transcript Verlag, 2023, doi:<a href=\"https://doi.org/10.14361/9783839461808-022\">10.14361/9783839461808-022</a>.","short":"M. Arnold, N. Vöing, S. Reisas, in: Hochschulbildung: Lehre Und Forschung, transcript Verlag, Bielefeld, Germany, 2023.","ieee":"M. Arnold, N. Vöing, and S. Reisas, “Scholarship of Teaching and Learning (SoTL) als Motor für eine inter- und transdisziplinäre Hochschuldidaktik,” in <i>Hochschulbildung: Lehre und Forschung</i>, Bielefeld, Germany: transcript Verlag, 2023.","chicago":"Arnold, Maik, Nerea Vöing, and Sabine Reisas. “Scholarship of Teaching and Learning (SoTL) Als Motor Für Eine Inter- Und Transdisziplinäre Hochschuldidaktik.” In <i>Hochschulbildung: Lehre Und Forschung</i>. Bielefeld, Germany: transcript Verlag, 2023. <a href=\"https://doi.org/10.14361/9783839461808-022\">https://doi.org/10.14361/9783839461808-022</a>.","ama":"Arnold M, Vöing N, Reisas S. Scholarship of Teaching and Learning (SoTL) als Motor für eine inter- und transdisziplinäre Hochschuldidaktik. In: <i>Hochschulbildung: Lehre Und Forschung</i>. transcript Verlag; 2023. doi:<a href=\"https://doi.org/10.14361/9783839461808-022\">10.14361/9783839461808-022</a>"},"place":"Bielefeld, Germany","year":"2023","publication_status":"published","publication_identifier":{"issn":["2749-7623","2749-7631"],"isbn":["9783837661804","9783839461808"]}},{"status":"public","publication":"Procedia CIRP","type":"conference","language":[{"iso":"eng"}],"user_id":"54680","_id":"46493","intvolume":"       119","page":"514-520","citation":{"apa":"Weller, J., Roesmann, D., Eggert, S., von Enzberg, S., Gräßler, I., &#38; Dumitrescu, R. (2023). Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics. <i>Procedia CIRP</i>, <i>119</i>, 514–520. <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">https://doi.org/10.1016/j.procir.2023.01.011</a>","short":"J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2023, pp. 514–520.","bibtex":"@inproceedings{Weller_Roesmann_Eggert_von Enzberg_Gräßler_Dumitrescu_2023, title={Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>}, booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Roesmann, Daniel and Eggert, Sönke and von Enzberg, Sebastian and Gräßler, Iris and Dumitrescu, Roman}, year={2023}, pages={514–520} }","mla":"Weller, Julian, et al. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 514–20, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>.","ieee":"J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu, “Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics,” in <i>Procedia CIRP</i>, 2023, vol. 119, pp. 514–520, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>.","chicago":"Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg, Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” In <i>Procedia CIRP</i>, 119:514–20. Elsevier BV, 2023. <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">https://doi.org/10.1016/j.procir.2023.01.011</a>.","ama":"Weller J, Roesmann D, Eggert S, von Enzberg S, Gräßler I, Dumitrescu R. Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics. In: <i>Procedia CIRP</i>. Vol 119. Elsevier BV; 2023:514-520. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>"},"year":"2023","publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","doi":"10.1016/j.procir.2023.01.011","title":"Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics","volume":119,"author":[{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"first_name":"Daniel","full_name":"Roesmann, Daniel","id":"54680","last_name":"Roesmann"},{"first_name":"Sönke","full_name":"Eggert, Sönke","last_name":"Eggert"},{"first_name":"Sebastian","full_name":"von Enzberg, Sebastian","last_name":"von Enzberg"},{"last_name":"Gräßler","orcid":"0000-0001-5765-971X","id":"47565","full_name":"Gräßler, Iris","first_name":"Iris"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2023-08-15T09:57:26Z","date_updated":"2023-08-23T14:56:58Z","publisher":"Elsevier BV"},{"user_id":"44323","_id":"46591","language":[{"iso":"eng"}],"type":"conference_abstract","status":"public","author":[{"first_name":"Luz Alejandra","full_name":"Mapura Ramirez, Luz Alejandra","id":"44323","last_name":"Mapura Ramirez"},{"last_name":"Kenig","full_name":"Kenig, Eugeny Y.","id":"665","first_name":"Eugeny Y."}],"date_created":"2023-08-21T11:53:18Z","date_updated":"2023-08-23T07:54:06Z","conference":{"start_date":"2023-03-21","name":"Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption","location":"Frankfurt am Main","end_date":"2023-03-23"},"title":"Zur Berechnug von flüssigkeitsseitigen Stoffübergagnskoeffizienten für Strukturpackungen","citation":{"ieee":"L. A. Mapura Ramirez and E. Y. Kenig, “Zur Berechnug von flüssigkeitsseitigen Stoffübergagnskoeffizienten für Strukturpackungen,” presented at the Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main, 2023.","chicago":"Mapura Ramirez, Luz Alejandra, and Eugeny Y. Kenig. “Zur Berechnug von Flüssigkeitsseitigen Stoffübergagnskoeffizienten Für Strukturpackungen.” Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main, 2023.","ama":"Mapura Ramirez LA, Kenig EY. Zur Berechnug von flüssigkeitsseitigen Stoffübergagnskoeffizienten für Strukturpackungen. In: ; 2023.","apa":"Mapura Ramirez, L. A., &#38; Kenig, E. Y. (2023). <i>Zur Berechnug von flüssigkeitsseitigen Stoffübergagnskoeffizienten für Strukturpackungen</i>. Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main.","mla":"Mapura Ramirez, Luz Alejandra, and Eugeny Y. Kenig. <i>Zur Berechnug von Flüssigkeitsseitigen Stoffübergagnskoeffizienten Für Strukturpackungen</i>. 2023.","short":"L.A. Mapura Ramirez, E.Y. Kenig, in: Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main, 2023.","bibtex":"@inproceedings{Mapura Ramirez_Kenig_2023, place={Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main}, title={Zur Berechnug von flüssigkeitsseitigen Stoffübergagnskoeffizienten für Strukturpackungen}, author={Mapura Ramirez, Luz Alejandra and Kenig, Eugeny Y.}, year={2023} }"},"year":"2023","place":"Jahrestreffen der DECHEMA-Fachgruppen Fluidverfahrenstechnik und Adsorption, Frankfurt am Main"},{"intvolume":"        33","citation":{"apa":"Nüske, F., Peitz, S., Philipp, F., Schaller, M., &#38; Worthmann, K. (2023). Finite-data error bounds for Koopman-based prediction and control. <i>Journal of Nonlinear Science</i>, <i>33</i>, Article 14. <a href=\"https://doi.org/10.1007/s00332-022-09862-1\">https://doi.org/10.1007/s00332-022-09862-1</a>","mla":"Nüske, Feliks, et al. “Finite-Data Error Bounds for Koopman-Based Prediction and Control.” <i>Journal of Nonlinear Science</i>, vol. 33, 14, 2023, doi:<a href=\"https://doi.org/10.1007/s00332-022-09862-1\">10.1007/s00332-022-09862-1</a>.","short":"F. Nüske, S. Peitz, F. Philipp, M. Schaller, K. Worthmann, Journal of Nonlinear Science 33 (2023).","bibtex":"@article{Nüske_Peitz_Philipp_Schaller_Worthmann_2023, title={Finite-data error bounds for Koopman-based prediction and control}, volume={33}, DOI={<a href=\"https://doi.org/10.1007/s00332-022-09862-1\">10.1007/s00332-022-09862-1</a>}, number={14}, journal={Journal of Nonlinear Science}, author={Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2023} }","ama":"Nüske F, Peitz S, Philipp F, Schaller M, Worthmann K. Finite-data error bounds for Koopman-based prediction and control. <i>Journal of Nonlinear Science</i>. 2023;33. doi:<a href=\"https://doi.org/10.1007/s00332-022-09862-1\">10.1007/s00332-022-09862-1</a>","ieee":"F. Nüske, S. Peitz, F. Philipp, M. Schaller, and K. Worthmann, “Finite-data error bounds for Koopman-based prediction and control,” <i>Journal of Nonlinear Science</i>, vol. 33, Art. no. 14, 2023, doi: <a href=\"https://doi.org/10.1007/s00332-022-09862-1\">10.1007/s00332-022-09862-1</a>.","chicago":"Nüske, Feliks, Sebastian Peitz, Friedrich Philipp, Manuel Schaller, and Karl Worthmann. “Finite-Data Error Bounds for Koopman-Based Prediction and Control.” <i>Journal of Nonlinear Science</i> 33 (2023). <a href=\"https://doi.org/10.1007/s00332-022-09862-1\">https://doi.org/10.1007/s00332-022-09862-1</a>."},"year":"2023","publication_status":"published","doi":"10.1007/s00332-022-09862-1","main_file_link":[{"url":"https://link.springer.com/content/pdf/10.1007/s00332-022-09862-1.pdf","open_access":"1"}],"title":"Finite-data error bounds for Koopman-based prediction and control","volume":33,"date_created":"2021-08-17T12:25:09Z","author":[{"first_name":"Feliks","last_name":"Nüske","orcid":"0000-0003-2444-7889","full_name":"Nüske, Feliks","id":"81513"},{"first_name":"Sebastian","orcid":"0000-0002-3389-793X","last_name":"Peitz","id":"47427","full_name":"Peitz, Sebastian"},{"last_name":"Philipp","full_name":"Philipp, Friedrich","first_name":"Friedrich"},{"first_name":"Manuel","last_name":"Schaller","full_name":"Schaller, Manuel"},{"last_name":"Worthmann","full_name":"Worthmann, Karl","first_name":"Karl"}],"date_updated":"2023-08-24T07:50:12Z","oa":"1","status":"public","abstract":[{"lang":"eng","text":"The Koopman operator has become an essential tool for data-driven approximation of dynamical (control) systems in recent years, e.g., via extended dynamic mode decomposition. Despite its popularity, convergence results and, in particular, error bounds are still quite scarce. In this paper, we derive probabilistic bounds for the approximation error and the prediction error depending on the number of training data points; for both ordinary and stochastic differential equations. Moreover, we extend our analysis to nonlinear control-affine systems using either ergodic trajectories or i.i.d.\r\nsamples. Here, we exploit the linearity of the Koopman generator to obtain a bilinear system and, thus, circumvent the curse of dimensionality since we do not autonomize the system by augmenting the state by the control inputs. To the\r\nbest of our knowledge, this is the first finite-data error analysis in the stochastic and/or control setting. Finally, we demonstrate the effectiveness of the proposed approach by comparing it with state-of-the-art techniques showing its superiority whenever state and control are coupled."}],"publication":"Journal of Nonlinear Science","type":"journal_article","language":[{"iso":"eng"}],"article_number":"14","department":[{"_id":"101"},{"_id":"655"}],"user_id":"47427","_id":"23428"},{"main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S2666352X23000638","open_access":"1"}],"doi":"10.1016/j.jaecs.2023.100174","author":[{"orcid":"https://orcid.org/0000-0002-7773-047X","last_name":"Gonchikzhapov","id":"94996","full_name":"Gonchikzhapov, Munko","first_name":"Munko"},{"last_name":"Kasper","orcid":"0000-0003-3993-5316 ","id":"94562","full_name":"Kasper, Tina","first_name":"Tina"}],"volume":15,"oa":"1","date_updated":"2023-08-24T08:55:26Z","citation":{"ama":"Gonchikzhapov M, Kasper T. Thermal and chemical structure of ethanol and 2-ethylhexanoic acid/ethanol SpraySyn flames. <i>Applications in Energy and Combustion Science</i>. 2023;15. doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">10.1016/j.jaecs.2023.100174</a>","ieee":"M. Gonchikzhapov and T. Kasper, “Thermal and chemical structure of ethanol and 2-ethylhexanoic acid/ethanol SpraySyn flames,” <i>Applications in Energy and Combustion Science</i>, vol. 15, Art. no. 100174, 2023, doi: <a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">10.1016/j.jaecs.2023.100174</a>.","chicago":"Gonchikzhapov, Munko, and Tina Kasper. “Thermal and Chemical Structure of Ethanol and 2-Ethylhexanoic Acid/Ethanol SpraySyn Flames.” <i>Applications in Energy and Combustion Science</i> 15 (2023). <a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">https://doi.org/10.1016/j.jaecs.2023.100174</a>.","apa":"Gonchikzhapov, M., &#38; Kasper, T. (2023). Thermal and chemical structure of ethanol and 2-ethylhexanoic acid/ethanol SpraySyn flames. <i>Applications in Energy and Combustion Science</i>, <i>15</i>, Article 100174. <a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">https://doi.org/10.1016/j.jaecs.2023.100174</a>","mla":"Gonchikzhapov, Munko, and Tina Kasper. “Thermal and Chemical Structure of Ethanol and 2-Ethylhexanoic Acid/Ethanol SpraySyn Flames.” <i>Applications in Energy and Combustion Science</i>, vol. 15, 100174, Elsevier BV, 2023, doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">10.1016/j.jaecs.2023.100174</a>.","short":"M. Gonchikzhapov, T. Kasper, Applications in Energy and Combustion Science 15 (2023).","bibtex":"@article{Gonchikzhapov_Kasper_2023, title={Thermal and chemical structure of ethanol and 2-ethylhexanoic acid/ethanol SpraySyn flames}, volume={15}, DOI={<a href=\"https://doi.org/10.1016/j.jaecs.2023.100174\">10.1016/j.jaecs.2023.100174</a>}, number={100174}, journal={Applications in Energy and Combustion Science}, publisher={Elsevier BV}, author={Gonchikzhapov, Munko and Kasper, Tina}, year={2023} }"},"intvolume":"        15","publication_status":"published","publication_identifier":{"issn":["2666-352X"]},"article_number":"100174","user_id":"94996","department":[{"_id":"43"}],"_id":"46637","status":"public","type":"journal_article","title":"Thermal and chemical structure of ethanol and 2-ethylhexanoic acid/ethanol SpraySyn flames","date_created":"2023-08-22T13:26:37Z","publisher":"Elsevier BV","year":"2023","language":[{"iso":"eng"}],"keyword":["Nanoparticle synthesis","Flame spray pyrolysis","SpraySyn burner","Flame structure","Species distribution","Temperature distribution"],"publication":"Applications in Energy and Combustion Science"},{"_id":"21600","department":[{"_id":"101"},{"_id":"636"},{"_id":"355"},{"_id":"655"}],"user_id":"47427","type":"journal_article","status":"public","date_updated":"2023-08-25T09:24:50Z","volume":45,"author":[{"first_name":"Michael","last_name":"Dellnitz","full_name":"Dellnitz, Michael"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"},{"first_name":"Marvin","last_name":"Lücke","full_name":"Lücke, Marvin"},{"last_name":"Ober-Blöbaum","id":"16494","full_name":"Ober-Blöbaum, Sina","first_name":"Sina"},{"orcid":"0000-0002-5940-8057","last_name":"Offen","full_name":"Offen, Christian","id":"85279","first_name":"Christian"},{"first_name":"Sebastian","full_name":"Peitz, Sebastian","id":"47427","last_name":"Peitz","orcid":"0000-0002-3389-793X"},{"first_name":"Karlson","id":"13472","full_name":"Pfannschmidt, Karlson","last_name":"Pfannschmidt","orcid":"0000-0001-9407-7903"}],"doi":"10.1137/21M1412682","main_file_link":[{"url":"https://epubs.siam.org/doi/reader/10.1137/21M1412682"}],"has_accepted_license":"1","publication_status":"published","related_material":{"link":[{"description":"GitHub","relation":"software","url":"https://github.com/lueckem/quadrature-ML"}]},"intvolume":"        45","page":"A579-A595","citation":{"apa":"Dellnitz, M., Hüllermeier, E., Lücke, M., Ober-Blöbaum, S., Offen, C., Peitz, S., &#38; Pfannschmidt, K. (2023). Efficient time stepping for numerical integration using reinforcement  learning. <i>SIAM Journal on Scientific Computing</i>, <i>45</i>(2), A579–A595. <a href=\"https://doi.org/10.1137/21M1412682\">https://doi.org/10.1137/21M1412682</a>","bibtex":"@article{Dellnitz_Hüllermeier_Lücke_Ober-Blöbaum_Offen_Peitz_Pfannschmidt_2023, title={Efficient time stepping for numerical integration using reinforcement  learning}, volume={45}, DOI={<a href=\"https://doi.org/10.1137/21M1412682\">10.1137/21M1412682</a>}, number={2}, journal={SIAM Journal on Scientific Computing}, author={Dellnitz, Michael and Hüllermeier, Eyke and Lücke, Marvin and Ober-Blöbaum, Sina and Offen, Christian and Peitz, Sebastian and Pfannschmidt, Karlson}, year={2023}, pages={A579–A595} }","short":"M. Dellnitz, E. Hüllermeier, M. Lücke, S. Ober-Blöbaum, C. Offen, S. Peitz, K. Pfannschmidt, SIAM Journal on Scientific Computing 45 (2023) A579–A595.","mla":"Dellnitz, Michael, et al. “Efficient Time Stepping for Numerical Integration Using Reinforcement  Learning.” <i>SIAM Journal on Scientific Computing</i>, vol. 45, no. 2, 2023, pp. A579–95, doi:<a href=\"https://doi.org/10.1137/21M1412682\">10.1137/21M1412682</a>.","ama":"Dellnitz M, Hüllermeier E, Lücke M, et al. Efficient time stepping for numerical integration using reinforcement  learning. <i>SIAM Journal on Scientific Computing</i>. 2023;45(2):A579-A595. doi:<a href=\"https://doi.org/10.1137/21M1412682\">10.1137/21M1412682</a>","ieee":"M. Dellnitz <i>et al.</i>, “Efficient time stepping for numerical integration using reinforcement  learning,” <i>SIAM Journal on Scientific Computing</i>, vol. 45, no. 2, pp. A579–A595, 2023, doi: <a href=\"https://doi.org/10.1137/21M1412682\">10.1137/21M1412682</a>.","chicago":"Dellnitz, Michael, Eyke Hüllermeier, Marvin Lücke, Sina Ober-Blöbaum, Christian Offen, Sebastian Peitz, and Karlson Pfannschmidt. “Efficient Time Stepping for Numerical Integration Using Reinforcement  Learning.” <i>SIAM Journal on Scientific Computing</i> 45, no. 2 (2023): A579–95. <a href=\"https://doi.org/10.1137/21M1412682\">https://doi.org/10.1137/21M1412682</a>."},"external_id":{"arxiv":["arXiv:2104.03562"]},"ddc":["510"],"language":[{"iso":"eng"}],"publication":"SIAM Journal on Scientific Computing","abstract":[{"lang":"eng","text":"Many problems in science and engineering require an efficient numerical approximation of integrals or solutions to differential equations. For systems with rapidly changing dynamics, an equidistant discretization is often inadvisable as it results in prohibitively large errors or computational effort. To this end, adaptive schemes, such as solvers based on Runge–Kutta pairs, have been developed which adapt the step size based on local error estimations at each step. While the classical schemes apply very generally and are highly efficient on regular systems, they can behave suboptimally when an inefficient step rejection mechanism is triggered by structurally complex systems such as chaotic systems. To overcome these issues, we propose a method to tailor numerical schemes to the problem class at hand. This is achieved by combining simple, classical quadrature rules or ODE solvers with data-driven time-stepping controllers. Compared with learning solution operators to ODEs directly, it generalizes better to unseen initial data as our approach employs classical numerical schemes as base methods. At the same time it can make use of identified structures of a problem class and, therefore, outperforms state-of-the-art adaptive schemes. Several examples demonstrate superior efficiency. Source code is available at https://github.com/lueckem/quadrature-ML."}],"date_created":"2021-04-09T07:59:19Z","title":"Efficient time stepping for numerical integration using reinforcement  learning","issue":"2","year":"2023"},{"citation":{"apa":"Dahms, F., &#38; Homberg, W. (2023). Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process. In <i>Lecture Notes in Mechanical Engineering</i>. 14th International Conference on the Technology of Plasticity, 2023, Cannes, France. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-41023-9_72\">https://doi.org/10.1007/978-3-031-41023-9_72</a>","short":"F. Dahms, W. Homberg, in: Lecture Notes in Mechanical Engineering, Springer Nature Switzerland, 2023.","bibtex":"@inbook{Dahms_Homberg_2023, title={Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-41023-9_72\">10.1007/978-3-031-41023-9_72</a>}, booktitle={Lecture Notes in Mechanical Engineering}, publisher={Springer Nature Switzerland}, author={Dahms, Frederik and Homberg, Werner}, year={2023} }","mla":"Dahms, Frederik, and Werner Homberg. “Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process.” <i>Lecture Notes in Mechanical Engineering</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-41023-9_72\">10.1007/978-3-031-41023-9_72</a>.","ama":"Dahms F, Homberg W. Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process. In: <i>Lecture Notes in Mechanical Engineering</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-41023-9_72\">10.1007/978-3-031-41023-9_72</a>","chicago":"Dahms, Frederik, and Werner Homberg. “Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process.” In <i>Lecture Notes in Mechanical Engineering</i>. Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-41023-9_72\">https://doi.org/10.1007/978-3-031-41023-9_72</a>.","ieee":"F. Dahms and W. Homberg, “Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process,” in <i>Lecture Notes in Mechanical Engineering</i>, Springer Nature Switzerland, 2023."},"year":"2023","publication_status":"published","publication_identifier":{"isbn":["9783031410222","9783031410239"],"issn":["2195-4356","2195-4364"]},"quality_controlled":"1","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-031-41023-9_72"}],"doi":"10.1007/978-3-031-41023-9_72","conference":{"location":"Cannes, France","name":"14th International Conference on the Technology of Plasticity, 2023"},"title":"Analysis and Modelling of the Deformation in the Manufacture of Flange-Contours by the Combined Friction-Spinning and Flow-Forming Process","author":[{"id":"64977","full_name":"Dahms, Frederik","last_name":"Dahms","first_name":"Frederik"},{"last_name":"Homberg","full_name":"Homberg, Werner","id":"233","first_name":"Werner"}],"date_created":"2023-08-25T09:16:21Z","date_updated":"2023-08-25T09:22:29Z","publisher":"Springer Nature Switzerland","status":"public","type":"book_chapter","publication":"Lecture Notes in Mechanical Engineering","language":[{"iso":"eng"}],"user_id":"64977","department":[{"_id":"156"}],"_id":"46691"},{"conference":{"name":"2023 AMA Summer Academic Conference","location":"San Francisco, CA"},"title":"Unboxing video effectiveness – Does speech matter?","author":[{"full_name":"Garnefeld, I.","last_name":"Garnefeld","first_name":"I."},{"last_name":"Böhm","orcid":"0000-0001-6053-1012","id":"3043","full_name":"Böhm, Eva","first_name":"Eva"},{"last_name":"Hanf","full_name":"Hanf, L.","first_name":"L."},{"first_name":"S.","last_name":"Helm","full_name":"Helm, S."}],"date_created":"2023-08-25T07:28:31Z","date_updated":"2023-08-25T10:07:42Z","citation":{"apa":"Garnefeld, I., Böhm, E., Hanf, L., &#38; Helm, S. (2023). Unboxing video effectiveness – Does speech matter? <i>2023 AMA Summer Academic Conference, San Francisco, CA</i>. 2023 AMA Summer Academic Conference, San Francisco, CA.","mla":"Garnefeld, I., et al. “Unboxing Video Effectiveness – Does Speech Matter?” <i>2023 AMA Summer Academic Conference, San Francisco, CA</i>, 2023.","short":"I. Garnefeld, E. Böhm, L. Hanf, S. Helm, in: 2023 AMA Summer Academic Conference, San Francisco, CA, 2023.","bibtex":"@inproceedings{Garnefeld_Böhm_Hanf_Helm_2023, title={Unboxing video effectiveness – Does speech matter?}, booktitle={2023 AMA Summer Academic Conference, San Francisco, CA}, author={Garnefeld, I. and Böhm, Eva and Hanf, L. and Helm, S.}, year={2023} }","ama":"Garnefeld I, Böhm E, Hanf L, Helm S. Unboxing video effectiveness – Does speech matter? In: <i>2023 AMA Summer Academic Conference, San Francisco, CA</i>. ; 2023.","ieee":"I. Garnefeld, E. Böhm, L. Hanf, and S. Helm, “Unboxing video effectiveness – Does speech matter?,” presented at the 2023 AMA Summer Academic Conference, San Francisco, CA, 2023.","chicago":"Garnefeld, I., Eva Böhm, L. Hanf, and S. Helm. “Unboxing Video Effectiveness – Does Speech Matter?” In <i>2023 AMA Summer Academic Conference, San Francisco, CA</i>, 2023."},"year":"2023","publication_status":"published","language":[{"iso":"eng"}],"department":[{"_id":"785"}],"user_id":"49063","_id":"46665","status":"public","publication":"2023 AMA Summer Academic Conference, San Francisco, CA","type":"conference"},{"citation":{"ieee":"K. Kessing, I. Garnefeld, and E. Böhm, “The dark and bright side of online reviews in manufacturer online shops,” presented at the EMAC Annual Conference, Odense, Denmark., 2023.","chicago":"Kessing, K., I. Garnefeld, and Eva Böhm. “The Dark and Bright Side of Online Reviews in Manufacturer Online Shops.” In <i>EMAC Annual Conference, Odense, Denmark</i>, 2023.","ama":"Kessing K, Garnefeld I, Böhm E. The dark and bright side of online reviews in manufacturer online shops. In: <i>EMAC Annual Conference, Odense, Denmark</i>. ; 2023.","apa":"Kessing, K., Garnefeld, I., &#38; Böhm, E. (2023). The dark and bright side of online reviews in manufacturer online shops. <i>EMAC Annual Conference, Odense, Denmark</i>. EMAC Annual Conference, Odense, Denmark.","bibtex":"@inproceedings{Kessing_Garnefeld_Böhm_2023, title={The dark and bright side of online reviews in manufacturer online shops}, booktitle={EMAC Annual Conference, Odense, Denmark}, author={Kessing, K. and Garnefeld, I. and Böhm, Eva}, year={2023} }","mla":"Kessing, K., et al. “The Dark and Bright Side of Online Reviews in Manufacturer Online Shops.” <i>EMAC Annual Conference, Odense, Denmark</i>, 2023.","short":"K. Kessing, I. Garnefeld, E. Böhm, in: EMAC Annual Conference, Odense, Denmark, 2023."},"year":"2023","publication_status":"published","conference":{"name":"EMAC Annual Conference","location":"Odense, Denmark."},"title":"The dark and bright side of online reviews in manufacturer online shops","author":[{"first_name":"K.","full_name":"Kessing, K.","last_name":"Kessing"},{"first_name":"I.","full_name":"Garnefeld, I.","last_name":"Garnefeld"},{"first_name":"Eva","full_name":"Böhm, Eva","id":"3043","last_name":"Böhm","orcid":"0000-0001-6053-1012"}],"date_created":"2023-08-25T07:29:44Z","date_updated":"2023-08-25T10:07:36Z","status":"public","type":"conference","publication":"EMAC Annual Conference, Odense, Denmark","language":[{"iso":"eng"}],"user_id":"49063","department":[{"_id":"785"}],"_id":"46666"},{"date_updated":"2023-08-25T10:07:31Z","author":[{"last_name":"Hanf","full_name":"Hanf, L.","first_name":"L."},{"last_name":"Garnefeld","full_name":"Garnefeld, I.","first_name":"I."},{"last_name":"Böhm","orcid":"0000-0001-6053-1012","full_name":"Böhm, Eva","id":"3043","first_name":"Eva"},{"first_name":"S.","last_name":"Helm","full_name":"Helm, S."}],"date_created":"2023-08-25T07:30:51Z","title":"Stimulating engagement with unboxing videos – Does speech matter?","conference":{"location":"Odense, Denmark","name":"EMAC Annual Conference"},"publication_status":"published","year":"2023","citation":{"short":"L. Hanf, I. Garnefeld, E. Böhm, S. Helm, in: EMAC Annual Conference, Odense, Denmark, 2023.","mla":"Hanf, L., et al. “Stimulating Engagement with Unboxing Videos – Does Speech Matter?” <i>EMAC Annual Conference, Odense, Denmark</i>, 2023.","bibtex":"@inproceedings{Hanf_Garnefeld_Böhm_Helm_2023, title={Stimulating engagement with unboxing videos – Does speech matter?}, booktitle={EMAC Annual Conference, Odense, Denmark}, author={Hanf, L. and Garnefeld, I. and Böhm, Eva and Helm, S.}, year={2023} }","apa":"Hanf, L., Garnefeld, I., Böhm, E., &#38; Helm, S. (2023). Stimulating engagement with unboxing videos – Does speech matter? <i>EMAC Annual Conference, Odense, Denmark</i>. EMAC Annual Conference, Odense, Denmark.","ama":"Hanf L, Garnefeld I, Böhm E, Helm S. Stimulating engagement with unboxing videos – Does speech matter? In: <i>EMAC Annual Conference, Odense, Denmark</i>. ; 2023.","chicago":"Hanf, L., I. Garnefeld, Eva Böhm, and S. Helm. “Stimulating Engagement with Unboxing Videos – Does Speech Matter?” In <i>EMAC Annual Conference, Odense, Denmark</i>, 2023.","ieee":"L. Hanf, I. Garnefeld, E. Böhm, and S. Helm, “Stimulating engagement with unboxing videos – Does speech matter?,” presented at the EMAC Annual Conference, Odense, Denmark, 2023."},"_id":"46667","user_id":"49063","department":[{"_id":"785"}],"language":[{"iso":"eng"}],"type":"conference","publication":"EMAC Annual Conference, Odense, Denmark","status":"public"}]