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Neue Einsichten und Perspektiven in der Literaturwissenschaft","abstract":[{"lang":"eng","text":"The article shows using the examples of the novels GRM. Brainfuck by Sibylle Berg and Quality-Land by Marc-Uwe Kling how concepts of diversity can turn into normative ideas about groups. Diversity as a positively valued descriptive category of societies aims to influence ideas about the normality of language and the cultural composition of societies. However, algorithmic systems based on artificial intelligence in particular can contribute to the separation of constructed groups. Quite contrary to the goals of an open and pluralistic society, ruptures in social groups can be strengthened in this way."}],"editor":[{"first_name":"Leyla","last_name":"Cosan","full_name":"Cosan, Leyla"},{"last_name":"Bazarkaya","full_name":"Bazarkaya, Onur Kemal","first_name":"Onur Kemal"},{"last_name":"Tekin","full_name":"Tekin, Habib","first_name":"Habib"}],"status":"public","_id":"54428","user_id":"7117","department":[{"_id":"465"}],"keyword":["diversity","normality","contemporary literature","algorithm","distopia","Diversität","Normalität","Gegenwartsliteratur","Algorithmus","Dystopie"],"language":[{"iso":"ger"}],"publication_status":"published","quality_controlled":"1","place":"Berlin","year":"2023","citation":{"mla":"Schulte Eickholt, Swen. “Normative Diversität? Nahe Zukunft bei Sibylle Berg und Marc-Uwe Kling.” <i>Germanistik im Wandel 1. 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Berlin: Logos, 2023."},"page":"65-75","date_updated":"2024-07-31T07:51:08Z","publisher":"Logos","author":[{"id":"7117","full_name":"Schulte Eickholt, Swen","last_name":"Schulte Eickholt","first_name":"Swen"}],"date_created":"2024-05-23T09:25:19Z","title":"Normative Diversität? Nahe Zukunft bei Sibylle Berg und Marc-Uwe Kling"},{"citation":{"apa":"Celledoni, E., Glöckner, H., Riseth, J., &#38; Schmeding, A. (2023). Deep neural networks on diffeomorphism groups for optimal shape reparametrization. <i>BIT Numerical Mathematics</i>, <i>63</i>, Article 50. <a href=\"https://doi.org/10.1007/s10543-023-00989-05\">https://doi.org/10.1007/s10543-023-00989-05</a>","bibtex":"@article{Celledoni_Glöckner_Riseth_Schmeding_2023, title={Deep neural networks on diffeomorphism groups for optimal shape reparametrization}, volume={63}, DOI={<a href=\"https://doi.org/10.1007/s10543-023-00989-05\">10.1007/s10543-023-00989-05</a>}, number={50}, journal={BIT Numerical Mathematics}, publisher={Springer}, author={Celledoni, Elena and Glöckner, Helge and Riseth, Jørgen and Schmeding, Alexander}, year={2023} }","short":"E. Celledoni, H. Glöckner, J. Riseth, A. Schmeding, BIT Numerical Mathematics 63 (2023).","mla":"Celledoni, Elena, et al. “Deep Neural Networks on Diffeomorphism Groups for Optimal Shape Reparametrization.” <i>BIT Numerical Mathematics</i>, vol. 63, 50, Springer, 2023, doi:<a href=\"https://doi.org/10.1007/s10543-023-00989-05\">10.1007/s10543-023-00989-05</a>.","ama":"Celledoni E, Glöckner H, Riseth J, Schmeding A. Deep neural networks on diffeomorphism groups for optimal shape reparametrization. <i>BIT Numerical Mathematics</i>. 2023;63. doi:<a href=\"https://doi.org/10.1007/s10543-023-00989-05\">10.1007/s10543-023-00989-05</a>","ieee":"E. Celledoni, H. Glöckner, J. Riseth, and A. 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Glöckner, “Diffeomorphism groups of convex polytopes,” <i>Journal of Convex Analysis</i>, vol. 30, no. 1, pp. 343–358, 2023.","chicago":"Glöckner, Helge. “Diffeomorphism Groups of Convex Polytopes.” <i>Journal of Convex Analysis</i> 30, no. 1 (2023): 343–58.","ama":"Glöckner H. Diffeomorphism groups of convex polytopes. <i>Journal of Convex Analysis</i>. 2023;30(1):343-358.","mla":"Glöckner, Helge. “Diffeomorphism Groups of Convex Polytopes.” <i>Journal of Convex Analysis</i>, vol. 30, no. 1, Heldermann, 2023, pp. 343–58.","short":"H. Glöckner, Journal of Convex Analysis 30 (2023) 343–358.","bibtex":"@article{Glöckner_2023, title={Diffeomorphism groups of convex polytopes}, volume={30}, number={1}, journal={Journal of Convex Analysis}, publisher={Heldermann}, author={Glöckner, Helge}, year={2023}, pages={343–358} }","apa":"Glöckner, H. (2023). Diffeomorphism groups of convex polytopes. <i>Journal of Convex Analysis</i>, <i>30</i>(1), 343–358."},"_id":"34805","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"user_id":"178","type":"journal_article","status":"public","publisher":"Heldermann","date_created":"2022-12-22T07:45:13Z","title":"Diffeomorphism groups of convex polytopes","quality_controlled":"1","issue":"1","year":"2023","external_id":{"arxiv":["2203.09285"]},"language":[{"iso":"eng"}],"publication":"Journal of Convex Analysis","abstract":[{"lang":"eng","text":"Let $E$ be a finite-dimensional real vector space and $M\\subseteq E$ be a\r\nconvex polytope with non-empty interior. We turn the group of all\r\n$C^\\infty$-diffeomorphisms of $M$ into a regular Lie group."}]},{"date_updated":"2024-08-09T08:48:51Z","publisher":"Heldermann","author":[{"first_name":"Helge","full_name":"Glöckner, Helge","id":"178","last_name":"Glöckner"},{"last_name":"Tárrega","full_name":"Tárrega, Luis","first_name":"Luis"}],"date_created":"2022-12-22T07:23:57Z","volume":33,"title":"Mapping groups associated with real-valued function spaces and direct limits of Sobolev-Lie groups ","quality_controlled":"1","issue":"1","year":"2023","citation":{"apa":"Glöckner, H., &#38; Tárrega, L. (2023). Mapping groups associated with real-valued function spaces and direct limits of Sobolev-Lie groups . <i>Journal of Lie Theory</i>, <i>33</i>(1), 271–296.","mla":"Glöckner, Helge, and Luis Tárrega. “Mapping Groups Associated with Real-Valued Function Spaces and Direct Limits of Sobolev-Lie Groups .” <i>Journal of Lie Theory</i>, vol. 33, no. 1, Heldermann, 2023, pp. 271–96.","bibtex":"@article{Glöckner_Tárrega_2023, title={Mapping groups associated with real-valued function spaces and direct limits of Sobolev-Lie groups }, volume={33}, number={1}, journal={Journal of Lie Theory}, publisher={Heldermann}, author={Glöckner, Helge and Tárrega, Luis}, year={2023}, pages={271–296} }","short":"H. Glöckner, L. Tárrega, Journal of Lie Theory 33 (2023) 271–296.","ama":"Glöckner H, Tárrega L. Mapping groups associated with real-valued function spaces and direct limits of Sobolev-Lie groups . <i>Journal of Lie Theory</i>. 2023;33(1):271-296.","ieee":"H. Glöckner and L. Tárrega, “Mapping groups associated with real-valued function spaces and direct limits of Sobolev-Lie groups ,” <i>Journal of Lie Theory</i>, vol. 33, no. 1, pp. 271–296, 2023.","chicago":"Glöckner, Helge, and Luis Tárrega. “Mapping Groups Associated with Real-Valued Function Spaces and Direct Limits of Sobolev-Lie Groups .” <i>Journal of Lie Theory</i> 33, no. 1 (2023): 271–96."},"intvolume":"        33","page":"271-296","external_id":{"arxiv":["2210.01246"]},"_id":"34801","user_id":"178","department":[{"_id":"10"},{"_id":"87"},{"_id":"93"}],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Journal of Lie Theory","status":"public"},{"department":[{"_id":"636"}],"series_title":"Lecture Notes in Computer Science (LNCS)","user_id":"85279","_id":"42163","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"file_date_updated":"2023-08-02T12:04:17Z","type":"conference","status":"public","editor":[{"last_name":"Nielsen","full_name":"Nielsen, F","first_name":"F"},{"full_name":"Barbaresco, F","last_name":"Barbaresco","first_name":"F"}],"volume":14071,"author":[{"id":"85279","full_name":"Offen, Christian","orcid":"0000-0002-5940-8057","last_name":"Offen","first_name":"Christian"},{"full_name":"Ober-Blöbaum, Sina","id":"16494","last_name":"Ober-Blöbaum","first_name":"Sina"}],"date_updated":"2024-08-12T13:46:29Z","oa":"1","conference":{"end_date":"2023-09-01","location":"Saint-Malo, Palais du Grand Large, France","name":"  GSI'23 6th International Conference on Geometric Science of Information","start_date":"2023-08-30"},"doi":"10.1007/978-3-031-38271-0_57","related_material":{"link":[{"url":"https://github.com/Christian-Offen/LagrangianDensityML","description":"GitHub","relation":"software"}]},"publication_identifier":{"eisbn":["978-3-031-38271-0"]},"has_accepted_license":"1","publication_status":"published","page":"569-579","intvolume":"     14071","citation":{"ieee":"C. Offen and S. Ober-Blöbaum, “Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves,” in <i>Geometric Science of Information</i>, Saint-Malo, Palais du Grand Large, France, 2023, vol. 14071, pp. 569–579, doi: <a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">10.1007/978-3-031-38271-0_57</a>.","chicago":"Offen, Christian, and Sina Ober-Blöbaum. “Learning Discrete Lagrangians for Variational PDEs from Data and Detection of Travelling Waves.” In <i>Geometric Science of Information</i>, edited by F Nielsen and F Barbaresco, 14071:569–79. Lecture Notes in Computer Science (LNCS). Springer, Cham., 2023. <a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">https://doi.org/10.1007/978-3-031-38271-0_57</a>.","ama":"Offen C, Ober-Blöbaum S. Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In: Nielsen F, Barbaresco F, eds. <i>Geometric Science of Information</i>. Vol 14071. Lecture Notes in Computer Science (LNCS). Springer, Cham.; 2023:569-579. doi:<a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">10.1007/978-3-031-38271-0_57</a>","apa":"Offen, C., &#38; Ober-Blöbaum, S. (2023). Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In F. Nielsen &#38; F. Barbaresco (Eds.), <i>Geometric Science of Information</i> (Vol. 14071, pp. 569–579). Springer, Cham. <a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">https://doi.org/10.1007/978-3-031-38271-0_57</a>","bibtex":"@inproceedings{Offen_Ober-Blöbaum_2023, series={Lecture Notes in Computer Science (LNCS)}, title={Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves}, volume={14071}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">10.1007/978-3-031-38271-0_57</a>}, booktitle={Geometric Science of Information}, publisher={Springer, Cham.}, author={Offen, Christian and Ober-Blöbaum, Sina}, editor={Nielsen, F and Barbaresco, F}, year={2023}, pages={569–579}, collection={Lecture Notes in Computer Science (LNCS)} }","mla":"Offen, Christian, and Sina Ober-Blöbaum. “Learning Discrete Lagrangians for Variational PDEs from Data and Detection of Travelling Waves.” <i>Geometric Science of Information</i>, edited by F Nielsen and F Barbaresco, vol. 14071, Springer, Cham., 2023, pp. 569–79, doi:<a href=\"https://doi.org/10.1007/978-3-031-38271-0_57\">10.1007/978-3-031-38271-0_57</a>.","short":"C. Offen, S. Ober-Blöbaum, in: F. Nielsen, F. Barbaresco (Eds.), Geometric Science of Information, Springer, Cham., 2023, pp. 569–579."},"external_id":{"arxiv":["2302.08232 "]},"language":[{"iso":"eng"}],"keyword":["System identification","discrete Lagrangians","travelling waves"],"ddc":["510"],"publication":"Geometric Science of Information","file":[{"date_created":"2023-08-02T12:04:17Z","creator":"coffen","date_updated":"2023-08-02T12:04:17Z","file_id":"46273","access_level":"open_access","file_name":"LDensityLearning.pdf","file_size":1938962,"description":"The article shows how to learn models of dynamical systems\nfrom data which are governed by an unknown variational PDE. Rather\nthan employing reduction techniques, we learn a discrete field theory\ngoverned by a discrete Lagrangian density Ld that is modelled as a neural network. Careful regularisation of the loss function for training Ld is\nnecessary to obtain a field theory that is suitable for numerical computations: we derive a regularisation term which optimises the solvability of\nthe discrete Euler–Lagrange equations. Secondly, we develop a method to\nfind solutions to machine learned discrete field theories which constitute\ntravelling waves of the underlying continuous PDE.","title":"Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves","content_type":"application/pdf","relation":"main_file"}],"abstract":[{"text":"The article shows how to learn models of dynamical systems from data which are governed by an unknown variational PDE. Rather than employing reduction techniques, we learn a discrete field theory governed by a discrete Lagrangian density $L_d$ that is modelled as a neural network. Careful regularisation of the loss function for training $L_d$ is necessary to obtain a field theory that is suitable for numerical computations: we derive a regularisation term which optimises the solvability of the discrete Euler--Lagrange equations. Secondly, we develop a method to find solutions to machine learned discrete field theories which constitute travelling waves of the underlying continuous PDE.","lang":"eng"}],"date_created":"2023-02-16T11:32:48Z","publisher":"Springer, Cham.","title":"Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves","quality_controlled":"1","year":"2023"},{"keyword":["PHM","Fault Diagnostics","Multiple Fault Modes","Expert-Informed Diagnostics","Anomaly Detection"],"language":[{"iso":"eng"}],"_id":"47116","department":[{"_id":"151"}],"user_id":"9557","abstract":[{"lang":"eng","text":"This paper presents a comprehensive study on diagnosing a spacecraft propulsion system utilizing data provided by the Prognostics and Health Management (PHM) society, specifically obtained as part of the Asia-Pacific PHM conference’s data challenge 2023. The objective of the challenge is to identify and diagnose known faults as well as unknown anomalies in the spacecraft’s propulsion system, which is critical for ensuring the spacecraft’s proper functionality and safety. To address this challenge, the proposed method follows a systematic approach of feature extraction, feature selection, and model development. The models employed in this study are kMeans clustering and decision trees combined to ensembles, enriched with expert knowledge. With the method presented, our team was capable of reaching high accuracy in identifying anomalies as well as diagnosing faults, resulting in attaining the seventh place with a score of 93.08 %."}],"status":"public","publication":"Proceedings of the Asia Pacific Conference of the PHM Society 2023 ","type":"conference","title":"Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System","doi":"10.36001/phmap.2023.v4i1.3596","main_file_link":[{"url":"https://www.papers.phmsociety.org/index.php/phmap/article/view/3596","open_access":"1"}],"oa":"1","date_updated":"2024-08-19T07:39:12Z","volume":4,"date_created":"2023-09-18T07:52:32Z","author":[{"id":"9557","full_name":"Aimiyekagbon, Osarenren Kennedy","last_name":"Aimiyekagbon","first_name":"Osarenren Kennedy"},{"first_name":"Alexander","last_name":"Löwen","id":"47233","full_name":"Löwen, Alexander"},{"id":"54290","full_name":"Bender, Amelie","last_name":"Bender","first_name":"Amelie"},{"first_name":"Lars","id":"77313","full_name":"Muth, Lars","last_name":"Muth","orcid":"0000-0002-2938-5616"},{"first_name":"Walter","full_name":"Sextro, Walter","id":"21220","last_name":"Sextro"}],"year":"2023","intvolume":"         4","citation":{"apa":"Aimiyekagbon, O. K., Löwen, A., Bender, A., Muth, L., &#38; Sextro, W. (2023). Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System. <i>Proceedings of the Asia Pacific Conference of the PHM Society 2023 </i>, <i>4</i>(1). <a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">https://doi.org/10.36001/phmap.2023.v4i1.3596</a>","ama":"Aimiyekagbon OK, Löwen A, Bender A, Muth L, Sextro W. Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System. In: <i>Proceedings of the Asia Pacific Conference of the PHM Society 2023 </i>. Vol 4. ; 2023. doi:<a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">10.36001/phmap.2023.v4i1.3596</a>","bibtex":"@inproceedings{Aimiyekagbon_Löwen_Bender_Muth_Sextro_2023, title={Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System}, volume={4}, DOI={<a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">10.36001/phmap.2023.v4i1.3596</a>}, number={1}, booktitle={Proceedings of the Asia Pacific Conference of the PHM Society 2023 }, author={Aimiyekagbon, Osarenren Kennedy and Löwen, Alexander and Bender, Amelie and Muth, Lars and Sextro, Walter}, year={2023} }","mla":"Aimiyekagbon, Osarenren Kennedy, et al. “Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System.” <i>Proceedings of the Asia Pacific Conference of the PHM Society 2023 </i>, vol. 4, no. 1, 2023, doi:<a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">10.36001/phmap.2023.v4i1.3596</a>.","short":"O.K. Aimiyekagbon, A. Löwen, A. Bender, L. Muth, W. Sextro, in: Proceedings of the Asia Pacific Conference of the PHM Society 2023 , 2023.","chicago":"Aimiyekagbon, Osarenren Kennedy, Alexander Löwen, Amelie Bender, Lars Muth, and Walter Sextro. “Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System.” In <i>Proceedings of the Asia Pacific Conference of the PHM Society 2023 </i>, Vol. 4, 2023. <a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">https://doi.org/10.36001/phmap.2023.v4i1.3596</a>.","ieee":"O. K. Aimiyekagbon, A. Löwen, A. Bender, L. Muth, and W. Sextro, “Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System,” in <i>Proceedings of the Asia Pacific Conference of the PHM Society 2023 </i>, 2023, vol. 4, no. 1, doi: <a href=\"https://doi.org/10.36001/phmap.2023.v4i1.3596\">10.36001/phmap.2023.v4i1.3596</a>."},"quality_controlled":"1","issue":"1"}]