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In: Drijvers P, Csapodi C, Palmér H, Gosztonyi K, Kónya E, Alfréd Rényi Institute of Mathematics and ERME, eds. <i>Proceedings of the Thirteenth Congress of the European Society for Research in Mathematics Education (CERME13)</i>. ; 2023:3203-3210."},"page":"3203-3210","corporate_editor":["Alfréd Rényi Institute of Mathematics and ERME"],"date_updated":"2024-02-05T08:55:43Z","author":[{"last_name":"Graf","full_name":"Graf, Lara Marie","id":"89837","first_name":"Lara Marie"},{"first_name":"Uta","full_name":"Häsel-Weide, Uta","id":"60267","last_name":"Häsel-Weide"},{"last_name":"Höveler","full_name":"Höveler, K.","first_name":"K."},{"first_name":"M.","last_name":"Nührenbörger","full_name":"Nührenbörger, M."}],"date_created":"2024-02-05T08:47:35Z","title":"Insights into out-of-field teachers’ self-reports: Fostering the understanding of addition and subtraction as a basis for children to overcome difficulties in mathematics","type":"conference","publication":"Proceedings of the Thirteenth Congress of the European Society for Research in Mathematics Education (CERME13)","editor":[{"first_name":"P.","full_name":"Drijvers, P.","last_name":"Drijvers"},{"last_name":"Csapodi","full_name":"Csapodi, C.","first_name":"C."},{"last_name":"Palmér","full_name":"Palmér, H.","first_name":"H."},{"last_name":"Gosztonyi","full_name":"Gosztonyi, K.","first_name":"K."},{"first_name":"E.","last_name":"Kónya","full_name":"Kónya, E."}],"status":"public","_id":"51131","user_id":"14931","department":[{"_id":"543"}],"language":[{"iso":"eng"}]},{"publication_status":"published","citation":{"apa":"Eke, N. (2023). Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade . In I. Böker &#38; S. Schulte Eickholt (Eds.), <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i> (pp. 95–109). Königshausen &#38; Neumann 2023.","bibtex":"@inbook{Eke_2023, place={Würzburg}, title={Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade }, booktitle={Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann}, publisher={Königshausen &#38; Neumann 2023}, author={Eke, Norbert}, editor={Böker, Ines  and Schulte Eickholt, Swen}, year={2023}, pages={95–109} }","short":"N. Eke, in: I. Böker, S. Schulte Eickholt (Eds.), Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann, Königshausen &#38; Neumann 2023, Würzburg, 2023, pp. 95–109.","mla":"Eke, Norbert. “Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade .” <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Ines  Böker and Swen Schulte Eickholt, Königshausen &#38; Neumann 2023, 2023, pp. 95–109.","ama":"Eke N. Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade . In: Böker I, Schulte Eickholt S, eds. <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>. Königshausen &#38; Neumann 2023; 2023:95-109.","chicago":"Eke, Norbert. “Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade .” In <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, edited by Ines  Böker and Swen Schulte Eickholt, 95–109. Würzburg: Königshausen &#38; Neumann 2023, 2023.","ieee":"N. Eke, “Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade ,” in <i>Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann</i>, I. Böker and S. Schulte Eickholt, Eds. Würzburg: Königshausen &#38; Neumann 2023, 2023, pp. 95–109."},"page":"95-109","year":"2023","place":"Würzburg","date_created":"2024-01-29T14:54:31Z","author":[{"first_name":"Norbert","last_name":"Eke","id":"104","full_name":"Eke, Norbert"}],"date_updated":"2024-02-05T10:28:46Z","publisher":"Königshausen & Neumann 2023","title":"Verwirbelung: Revolution als Theater/Theaterrevolution. Anmerkungen zu Peter Weiss‘ Marat/Sade ","type":"book_chapter","publication":"Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann","status":"public","editor":[{"full_name":"Böker, Ines ","last_name":"Böker","first_name":"Ines "},{"last_name":"Schulte Eickholt","full_name":"Schulte Eickholt, Swen","first_name":"Swen"}],"user_id":"104","_id":"50992","language":[{"iso":"ger"}]},{"citation":{"apa":"Eke, N. (2023). <i>[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.</i> (Issue 2, pp. 293-296 zugleich als open eccess). The University of Michigan Press.","bibtex":"@article{Eke_2023, title={[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.}, number={2}, publisher={The University of Michigan Press}, author={Eke, Norbert}, year={2023}, pages={293-296 zugleich als open eccess} }","short":"N. Eke, (2023) 293-296 zugleich als open eccess.","mla":"Eke, Norbert. <i>[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.</i> no. 2, The University of Michigan Press, 2023, pp. 293-296 zugleich als open eccess.","ama":"Eke N. [zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori. 2023;(2):293-296 zugleich als open eccess.","ieee":"N. Eke, “[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.,” no. 2. The University of Michigan Press, pp. 293-296 zugleich als open eccess, 2023.","chicago":"Eke, Norbert. “[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.” The University of Michigan Press, 2023."},"page":"293-296 zugleich als open eccess","year":"2023","issue":"2","publication_status":"published","title":"[zu:] Martin Kagel, David Z. Saltz (Ed.): Open Wounds: Holocaust Theater and the Le-gacy of George Tabori.","author":[{"first_name":"Norbert","last_name":"Eke","full_name":"Eke, Norbert","id":"104"}],"date_created":"2024-01-29T15:03:13Z","publisher":"The University of Michigan Press","date_updated":"2024-02-05T10:28:33Z","status":"public","type":"review","alternative_title":["German Quarterly 96 "],"language":[{"iso":"ger"}],"user_id":"104","_id":"50994"},{"title":"Kunst, Literatur und Kultur des frühen 19. Jahrhunderts","date_updated":"2024-02-05T12:37:03Z","publisher":"bpb.de","author":[{"first_name":"Norbert Otto","last_name":"Eke","full_name":"Eke, Norbert Otto","id":"104"}],"date_created":"2024-01-30T10:18:12Z","year":"2023","citation":{"chicago":"Eke, Norbert Otto. “Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts.” In <i>Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts | Die Revolution von 1848/49  </i>. bpb.de, 2023.","ieee":"N. O. Eke, “Kunst, Literatur und Kultur des frühen 19. Jahrhunderts,” in <i>Kunst, Literatur und Kultur des frühen 19. Jahrhunderts | Die Revolution von 1848/49  </i>, bpb.de, 2023.","ama":"Eke NO. Kunst, Literatur und Kultur des frühen 19. Jahrhunderts. In: <i>Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts | Die Revolution von 1848/49  </i>. bpb.de; 2023.","apa":"Eke, N. O. (2023). Kunst, Literatur und Kultur des frühen 19. Jahrhunderts. In <i>Kunst, Literatur und Kultur des frühen 19. Jahrhunderts | Die Revolution von 1848/49  </i>. bpb.de.","mla":"Eke, Norbert Otto. “Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts.” <i>Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts | Die Revolution von 1848/49  </i>, bpb.de, 2023.","short":"N.O. Eke, in: Kunst, Literatur Und Kultur Des Frühen 19. Jahrhunderts | Die Revolution von 1848/49  , bpb.de, 2023.","bibtex":"@inbook{Eke_2023, title={Kunst, Literatur und Kultur des frühen 19. Jahrhunderts}, booktitle={Kunst, Literatur und Kultur des frühen 19. Jahrhunderts | Die Revolution von 1848/49  }, publisher={bpb.de}, author={Eke, Norbert Otto}, year={2023} }"},"related_material":{"link":[{"relation":"confirmation","url":"https://www.bpb.de/themen/zeit-kulturgeschichte/revolution-1848-1849/519627/kunst-literatur-und-kultur-des-fruehen-19-jahrhunderts/"}]},"language":[{"iso":"eng"}],"alternative_title":["https://www.bpb.de/themen/zeit-kulturgeschichte/revolution-1848-1849/519627/kunst-literatur-und-kultur-des-fruehen-19-jahrhunderts/"],"_id":"51028","user_id":"104","status":"public","publication":"Kunst, Literatur und Kultur des frühen 19. Jahrhunderts | Die Revolution von 1848/49  ","type":"book_chapter"},{"has_accepted_license":"1","publication_status":"published","year":"2023","citation":{"mla":"Fröde, Fabian, et al., editors. “Large Eddy Simulation of Iron Oxide Formation in a Laboratory Spray Flame.” <i>Applications in Energy and Combustion Science</i>, Elsevier, 2023, doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100191\">https://doi.org/10.1016/j.jaecs.2023.100191</a>.","short":"F. Fröde, T. Grenga, H. Pitsch, S. Dupont, R. Kneer, R. Tischendorf, O. Massopo, H.-J. Schmid, eds., Large Eddy Simulation of Iron Oxide Formation in a Laboratory Spray Flame, Elsevier, 2023.","bibtex":"@book{Fröde_Grenga_Pitsch_Dupont_Kneer_Tischendorf_Massopo_Schmid_2023, title={Large eddy simulation of iron oxide formation in a laboratory spray flame}, DOI={<a href=\"https://doi.org/10.1016/j.jaecs.2023.100191\">https://doi.org/10.1016/j.jaecs.2023.100191</a>}, journal={Applications in Energy and Combustion Science}, publisher={Elsevier}, year={2023} }","apa":"Large eddy simulation of iron oxide formation in a laboratory spray flame. (2023). In F. Fröde, T. Grenga, H. Pitsch, S. Dupont, R. Kneer, R. Tischendorf, O. Massopo, &#38; H.-J. Schmid (Eds.), <i>Applications in Energy and Combustion Science</i>. Elsevier. <a href=\"https://doi.org/10.1016/j.jaecs.2023.100191\">https://doi.org/10.1016/j.jaecs.2023.100191</a>","ieee":"F. Fröde <i>et al.</i>, Eds., <i>Large eddy simulation of iron oxide formation in a laboratory spray flame</i>. Elsevier, 2023.","chicago":"Fröde, Fabian , Temistocle  Grenga, Heinz  Pitsch, Sophie Dupont, Reinhold Kneer, Ricardo Tischendorf, Orlando Massopo, and Hans-Joachim Schmid, eds. <i>Large Eddy Simulation of Iron Oxide Formation in a Laboratory Spray Flame</i>. <i>Applications in Energy and Combustion Science</i>. Elsevier, 2023. <a href=\"https://doi.org/10.1016/j.jaecs.2023.100191\">https://doi.org/10.1016/j.jaecs.2023.100191</a>.","ama":"Fröde F, Grenga T, Pitsch H, et al., eds. <i>Large Eddy Simulation of Iron Oxide Formation in a Laboratory Spray Flame</i>. Elsevier; 2023. doi:<a href=\"https://doi.org/10.1016/j.jaecs.2023.100191\">https://doi.org/10.1016/j.jaecs.2023.100191</a>"},"date_updated":"2024-02-05T12:38:43Z","publisher":"Elsevier","date_created":"2024-02-05T12:17:35Z","title":"Large eddy simulation of iron oxide formation in a laboratory spray flame","doi":"https://doi.org/10.1016/j.jaecs.2023.100191","main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S2666352X23000808"}],"publication":"Applications in Energy and Combustion Science","type":"journal_editor","editor":[{"last_name":"Fröde","full_name":"Fröde, Fabian ","first_name":"Fabian "},{"full_name":"Grenga, Temistocle ","last_name":"Grenga","first_name":"Temistocle "},{"first_name":"Heinz ","full_name":"Pitsch, Heinz ","last_name":"Pitsch"},{"first_name":"Sophie","last_name":"Dupont","full_name":"Dupont, Sophie"},{"first_name":"Reinhold","full_name":"Kneer, Reinhold","last_name":"Kneer"},{"last_name":"Tischendorf","full_name":"Tischendorf, Ricardo","id":"67002","first_name":"Ricardo"},{"first_name":"Orlando","last_name":"Massopo","full_name":"Massopo, Orlando","id":"98419"},{"first_name":"Hans-Joachim","last_name":"Schmid","orcid":"000-0001-8590-1921","id":"464","full_name":"Schmid, Hans-Joachim"}],"abstract":[{"lang":"eng","text":"Iron oxide nanoparticles are very interesting for many applications in different industrial sectors. A promising\r\nprocess to manufacture these nanoparticles is flame spray pyrolysis (FSP). A lack of understanding of the\r\nindividual sub-processes in FSP makes it challenging to tailor nanoparticle properties. This work provides\r\ninsights into the formation of iron oxide nanoparticles in a turbulent spray flame using Large Eddy Simulations\r\n(LES), which are based on a comprehensive model, including customized submodels. Highlights are the\r\nadaption of a turbulent combustion model and a bivariate hybrid method of moments for modeling nanoparticle\r\ndynamics. The work focuses on the SpraySyn burner, which is a standardized laboratory burner and was\r\noperated with a precursor-solvent mixture of ethanol and iron(III) nitrate nonahydrate. For studying the\r\nrelevance of precursor chemistry, LES using an evaporation-limited precursor chemistry model is compared\r\nwith a model that includes detailed iron chemistry. A further novelty is the inclusion of adsorption in the\r\nsimulation, which defines a third model for comparison. Sufficient validation is achieved for the undoped LES\r\nusing experimental data from the literature. A strong impact of the detailed iron chemistry and adsorption\r\nis found on the precursor consumption and the aggregate and primary particle formation. Comparing the\r\nparticle diameters with experimental measurements from the literature and data generated for this work is\r\nfound unsuitable to asses the precursor chemistry model and revealed an urgent need for future experimental\r\nand numerical research. This work serves as a step forward in realizing a reliable model."}],"status":"public","_id":"51136","department":[{"_id":"150"}],"user_id":"98419","keyword":["Flame spray pyrolysis","Iron oxide formation","Large eddy simulation","Method of moments","SpraySyn"],"language":[{"iso":"eng"}]},{"author":[{"last_name":"Eke","id":"104","full_name":"Eke, Norbert Otto","first_name":"Norbert Otto"}],"date_created":"2024-01-29T14:29:15Z","publisher":"Aisthesis","date_updated":"2024-02-05T12:40:49Z","title":"Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters","publication_status":"published","page":"461-469 ","citation":{"mla":"Eke, Norbert Otto. “Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters.” <i>Literatur in Westfalen. Beiträge zur Forschung 19</i>, edited by Walter    Gödden  and Arnold Maxwill, Aisthesis, 2023, pp. 461–69.","short":"N.O. Eke, in: W.  Gödden , A. Maxwill (Eds.), Literatur in Westfalen. Beiträge zur Forschung 19, Aisthesis, Bielefeld, 2023, pp. 461–469.","bibtex":"@inbook{Eke_2023, place={Bielefeld}, title={Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters}, booktitle={Literatur in Westfalen. Beiträge zur Forschung 19}, publisher={Aisthesis}, author={Eke, Norbert Otto}, editor={ Gödden , Walter   and Maxwill, Arnold}, year={2023}, pages={461–469} }","ama":"Eke NO. Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters. In:  Gödden  W, Maxwill A, eds. <i>Literatur in Westfalen. Beiträge zur Forschung 19</i>. Aisthesis; 2023:461-469.","apa":"Eke, N. O. (2023). Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters. In W.  Gödden  &#38; A. Maxwill (Eds.), <i>Literatur in Westfalen. Beiträge zur Forschung 19</i> (pp. 461–469). Aisthesis.","ieee":"N. O. Eke, “Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters,” in <i>Literatur in Westfalen. Beiträge zur Forschung 19</i>, W.  Gödden  and A. Maxwill, Eds. Bielefeld: Aisthesis, 2023, pp. 461–469.","chicago":"Eke, Norbert Otto. “Der ‚gelungene Satz‘. Laudatio zur Verleihung des Thomas-Valentin-Literaturpreises der Stadt Lippstadt an Christoph Peters.” In <i>Literatur in Westfalen. Beiträge zur Forschung 19</i>, edited by Walter    Gödden  and Arnold Maxwill, 461–69. Bielefeld: Aisthesis, 2023."},"place":"Bielefeld","year":"2023","user_id":"104","_id":"50986","language":[{"iso":"ger"}],"publication":"Literatur in Westfalen. Beiträge zur Forschung 19","type":"book_chapter","status":"public","editor":[{"last_name":" Gödden ","full_name":" Gödden , Walter  ","first_name":"Walter  "},{"first_name":"Arnold","last_name":"Maxwill","full_name":"Maxwill, Arnold"}]},{"year":"2023","citation":{"apa":"Massopo, O., Schmid, H.-J., Gonchikzhapov, M., &#38; Kasper, T. (2023). <i>Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster)</i>. European Aerosol Conference, Málaga, Spain .","short":"O. Massopo, H.-J. Schmid, M. Gonchikzhapov, T. Kasper, in: 2023.","bibtex":"@inproceedings{Massopo_Schmid_Gonchikzhapov_Kasper_2023, title={Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster)}, author={Massopo, Orlando and Schmid, Hans-Joachim and Gonchikzhapov, Munko and Kasper, Tina}, year={2023} }","mla":"Massopo, Orlando, et al. <i>Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster)</i>. 2023.","ieee":"O. Massopo, H.-J. Schmid, M. Gonchikzhapov, and T. Kasper, “Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster),” presented at the European Aerosol Conference, Málaga, Spain , 2023.","chicago":"Massopo, Orlando, Hans-Joachim Schmid, Munko Gonchikzhapov, and Tina Kasper. “Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster),” 2023.","ama":"Massopo O, Schmid H-J, Gonchikzhapov M, Kasper T. Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster). In: ; 2023."},"title":"Nanoparticle Concentration Measurement in Flame Spray Pyrolysis (Poster)","conference":{"end_date":"2023-09-08","location":"Málaga, Spain ","name":"European Aerosol Conference","start_date":"2023-09-03"},"date_updated":"2024-02-05T12:46:11Z","author":[{"last_name":"Massopo","full_name":"Massopo, Orlando","id":"98419","first_name":"Orlando"},{"id":"464","full_name":"Schmid, Hans-Joachim","last_name":"Schmid","orcid":"000-0001-8590-1921","first_name":"Hans-Joachim"},{"first_name":"Munko","id":"94996","full_name":"Gonchikzhapov, Munko","last_name":"Gonchikzhapov","orcid":"https://orcid.org/0000-0002-7773-047X"},{"id":"94562","full_name":"Kasper, Tina","last_name":"Kasper","orcid":"0000-0003-3993-5316 ","first_name":"Tina"}],"date_created":"2024-02-05T12:45:55Z","status":"public","type":"conference_abstract","keyword":["Absolute particle concentration","Flame Spray Pyrolysis","SMPS","Mass Spectrometry"],"language":[{"iso":"eng"}],"_id":"51145","user_id":"98419","department":[{"_id":"150"},{"_id":"728"}]},{"publication_status":"published","year":"2023","place":"Leiden, Boston","citation":{"apa":"Krylova, K., &#38; Schonfield, E. (2023). Thomas Bernhard: Language, History, Subjectivity. In N. O. Eke (Ed.), <i>Amsterdamer Beiträge zur neueren Germanistik: Vol. Bd. 95</i> (p. 382). Brill, Rodopi.","mla":"Krylova, Katya, and Ernest Schonfield. “Thomas Bernhard: Language, History, Subjectivity.” <i>Amsterdamer Beiträge Zur Neueren Germanistik</i>, edited by Norbert Otto Eke, vol. Bd. 95, Brill, Rodopi, 2023, p. 382.","short":"K. Krylova, E. Schonfield, in: N.O. Eke (Ed.), Amsterdamer Beiträge Zur Neueren Germanistik, Brill, Rodopi, Leiden, Boston, 2023, p. 382.","bibtex":"@inbook{Krylova_Schonfield_2023, place={Leiden, Boston}, title={Thomas Bernhard: Language, History, Subjectivity}, volume={Bd. 95}, booktitle={Amsterdamer Beiträge zur neueren Germanistik}, publisher={Brill, Rodopi}, author={Krylova, Katya and Schonfield, Ernest}, editor={Eke, Norbert Otto}, year={2023}, pages={382} }","chicago":"Krylova, Katya, and Ernest Schonfield. “Thomas Bernhard: Language, History, Subjectivity.” In <i>Amsterdamer Beiträge Zur Neueren Germanistik</i>, edited by Norbert Otto Eke, Bd. 95:382. Leiden, Boston: Brill, Rodopi, 2023.","ieee":"K. Krylova and E. Schonfield, “Thomas Bernhard: Language, History, Subjectivity,” in <i>Amsterdamer Beiträge zur neueren Germanistik</i>, vol. Bd. 95, N. O. Eke, Ed. Leiden, Boston: Brill, Rodopi, 2023, p. 382.","ama":"Krylova K, Schonfield E. Thomas Bernhard: Language, History, Subjectivity. In: Eke NO, ed. <i>Amsterdamer Beiträge Zur Neueren Germanistik</i>. Vol Bd. 95. Brill, Rodopi; 2023:382."},"page":"382","date_updated":"2024-02-05T13:37:02Z","publisher":"Brill, Rodopi","date_created":"2024-02-05T13:29:23Z","author":[{"first_name":"Katya","full_name":"Krylova, Katya","last_name":"Krylova"},{"full_name":"Schonfield, Ernest","last_name":"Schonfield","first_name":"Ernest"}],"volume":"Bd. 95","title":"Thomas Bernhard: Language, History, Subjectivity","type":"book_chapter","publication":"Amsterdamer Beiträge zur neueren Germanistik","editor":[{"first_name":"Norbert Otto","last_name":"Eke","full_name":"Eke, Norbert Otto"}],"status":"public","_id":"51151","user_id":"104","language":[{"iso":"eng"}]},{"publication":"arXiv","type":"preprint","status":"public","abstract":[{"text":"Sparsity is a highly desired feature in deep neural networks (DNNs) since it ensures numerical efficiency, improves the interpretability of models (due to the smaller number of relevant features), and robustness. In machine learning approaches based on linear models, it is well known that there exists a connecting path between the sparsest solution in terms of the $\\ell^1$ norm,i.e., zero weights and the non-regularized solution, which is called the regularization path. Very recently, there was a first attempt to extend the concept of regularization paths to DNNs by means of treating the empirical loss and sparsity ($\\ell^1$ norm) as two conflicting criteria and solving the resulting multiobjective optimization problem. However, due to the non-smoothness of the $\\ell^1$ norm and the high number of parameters, this approach is not very efficient from a computational perspective. To overcome this limitation, we present an algorithm that allows for the approximation of the entire Pareto front for the above-mentioned objectives in a very efficient manner. We present numerical examples using both deterministic and stochastic gradients. We furthermore demonstrate that knowledge of the regularization path allows for a well-generalizing network parametrization.","lang":"eng"}],"department":[{"_id":"655"}],"user_id":"47427","_id":"51159","language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Amakor_Sonntag_Peitz_2023, title={A multiobjective continuation method to compute the regularization path of deep neural networks}, journal={arXiv}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2023} }","mla":"Amakor, Augustina Chidinma, et al. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” <i>ArXiv</i>, 2023.","short":"A.C. Amakor, K. Sonntag, S. Peitz, ArXiv (2023).","apa":"Amakor, A. C., Sonntag, K., &#38; Peitz, S. (2023). A multiobjective continuation method to compute the regularization path of deep neural networks. In <i>arXiv</i>.","chicago":"Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian Peitz. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” <i>ArXiv</i>, 2023.","ieee":"A. C. Amakor, K. Sonntag, and S. Peitz, “A multiobjective continuation method to compute the regularization path of deep neural networks,” <i>arXiv</i>. 2023.","ama":"Amakor AC, Sonntag K, Peitz S. A multiobjective continuation method to compute the regularization path of deep neural networks. <i>arXiv</i>. Published online 2023."},"year":"2023","author":[{"first_name":"Augustina Chidinma","id":"97916","full_name":"Amakor, Augustina Chidinma","last_name":"Amakor"},{"id":"56399","full_name":"Sonntag, Konstantin","last_name":"Sonntag","first_name":"Konstantin"},{"first_name":"Sebastian","id":"47427","full_name":"Peitz, Sebastian","last_name":"Peitz","orcid":"0000-0002-3389-793X"}],"date_created":"2024-02-06T08:51:00Z","date_updated":"2024-02-06T08:52:07Z","oa":"1","main_file_link":[{"url":"https://arxiv.org/pdf/2308.12044.pdf","open_access":"1"}],"title":"A multiobjective continuation method to compute the regularization path of deep neural networks"},{"language":[{"iso":"eng"}],"external_id":{"arxiv":["2312.10460"]},"_id":"51158","department":[{"_id":"655"}],"user_id":"47427","abstract":[{"lang":"eng","text":"Extended Dynamic Mode Decomposition (EDMD) is a popular data-driven method to\r\napproximate the Koopman operator for deterministic and stochastic (control)\r\nsystems. This operator is linear and encompasses full information on the\r\n(expected stochastic) dynamics. In this paper, we analyze a kernel-based EDMD\r\nalgorithm, known as kEDMD, where the dictionary consists of the canonical\r\nkernel features at the data points. The latter are acquired by i.i.d. samples\r\nfrom a user-defined and application-driven distribution on a compact set. We\r\nprove bounds on the prediction error of the kEDMD estimator when sampling from\r\nthis (not necessarily ergodic) distribution. The error analysis is further\r\nextended to control-affine systems, where the considered invariance of the\r\nReproducing Kernel Hilbert Space is significantly less restrictive in\r\ncomparison to invariance assumptions on an a-priori chosen dictionary."}],"status":"public","publication":"arXiv:2312.10460","type":"preprint","title":"Error analysis of kernel EDMD for prediction and control in the Koopman  framework","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2312.10460.pdf"}],"oa":"1","date_updated":"2024-02-06T08:50:32Z","date_created":"2024-02-06T08:49:50Z","author":[{"first_name":"Friedrich","last_name":"Philipp","full_name":"Philipp, Friedrich"},{"first_name":"Manuel","full_name":"Schaller, Manuel","last_name":"Schaller"},{"full_name":"Worthmann, Karl","last_name":"Worthmann","first_name":"Karl"},{"orcid":"0000-0002-3389-793X","last_name":"Peitz","id":"47427","full_name":"Peitz, Sebastian","first_name":"Sebastian"},{"first_name":"Feliks","last_name":"Nüske","full_name":"Nüske, Feliks"}],"year":"2023","citation":{"ama":"Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error analysis of kernel EDMD for prediction and control in the Koopman  framework. <i>arXiv:231210460</i>. Published online 2023.","ieee":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error analysis of kernel EDMD for prediction and control in the Koopman  framework,” <i>arXiv:2312.10460</i>. 2023.","chicago":"Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and Feliks Nüske. “Error Analysis of Kernel EDMD for Prediction and Control in the Koopman  Framework.” <i>ArXiv:2312.10460</i>, 2023.","short":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, ArXiv:2312.10460 (2023).","bibtex":"@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2023, title={Error analysis of kernel EDMD for prediction and control in the Koopman  framework}, journal={arXiv:2312.10460}, author={Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl and Peitz, Sebastian and Nüske, Feliks}, year={2023} }","mla":"Philipp, Friedrich, et al. “Error Analysis of Kernel EDMD for Prediction and Control in the Koopman  Framework.” <i>ArXiv:2312.10460</i>, 2023.","apa":"Philipp, F., Schaller, M., Worthmann, K., Peitz, S., &#38; Nüske, F. (2023). Error analysis of kernel EDMD for prediction and control in the Koopman  framework. In <i>arXiv:2312.10460</i>."}}]