[{"publisher":"Universität Paderborn","_id":"15874","user_id":"60323","ddc":["004"],"status":"public","has_accepted_license":"1","oa":"1","file_date_updated":"2021-02-13T16:46:58Z","citation":{"apa":"Lienen, C. (n.d.). <i>Implementing a Real-time System on a Platform FPGA operated with ReconOS</i>. Universität Paderborn.","ieee":"C. Lienen, <i>Implementing a Real-time System on a Platform FPGA operated with ReconOS</i>. Universität Paderborn.","short":"C. Lienen, Implementing a Real-Time System on a Platform FPGA Operated with ReconOS, Universität Paderborn, n.d.","chicago":"Lienen, Christian. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn, n.d.","mla":"Lienen, Christian. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn.","ama":"Lienen C. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn","bibtex":"@book{Lienen, title={Implementing a Real-time System on a Platform FPGA operated with ReconOS}, publisher={Universität Paderborn}, author={Lienen, Christian} }"},"supervisor":[{"id":"74287","orcid":"0000-0003-3789-6034","last_name":"Clausing","first_name":"Lennart","full_name":"Clausing, Lennart"},{"id":"398","first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"full_name":"Hellebrand, Sybille","first_name":"Sybille","last_name":"Hellebrand","orcid":"0000-0002-3717-3939","id":"209"}],"project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"language":[{"iso":"eng"}],"year":"2019","title":"Implementing a Real-time System on a Platform FPGA operated with ReconOS","author":[{"full_name":"Lienen, Christian","last_name":"Lienen","first_name":"Christian","id":"60323"}],"publication_status":"submitted","date_updated":"2023-07-31T11:58:50Z","file":[{"file_name":"thesis_main.pdf","file_size":5920668,"access_level":"open_access","relation":"main_file","date_updated":"2021-02-13T16:46:58Z","file_id":"17351","content_type":"application/pdf","creator":"clienen","date_created":"2020-07-01T11:46:49Z"}],"date_created":"2020-02-11T10:22:06Z","type":"mastersthesis","department":[{"_id":"78"}]},{"language":[{"iso":"eng"}],"doi":"10.4208/cicp.OA-2018-0053","author":[{"full_name":"Richters, Dorothee","last_name":"Richters","first_name":"Dorothee"},{"id":"24135","full_name":"Lass, Michael","orcid":"0000-0002-5708-7632","last_name":"Lass","first_name":"Michael"},{"first_name":"Andrea","last_name":"Walther","full_name":"Walther, Andrea"},{"id":"16153","first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","full_name":"Plessl, Christian"},{"id":"49079","first_name":"Thomas","last_name":"Kühne","full_name":"Kühne, Thomas"}],"title":"A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices","year":"2019","intvolume":"        25","date_updated":"2023-09-26T11:45:02Z","date_created":"2017-07-25T14:48:26Z","department":[{"_id":"27"},{"_id":"518"},{"_id":"304"},{"_id":"104"}],"type":"journal_article","issue":"2","publication":"Communications in Computational Physics","abstract":[{"text":"We address the general mathematical problem of computing the inverse p-th\r\nroot of a given matrix in an efficient way. A new method to construct iteration\r\nfunctions that allow calculating arbitrary p-th roots and their inverses of\r\nsymmetric positive definite matrices is presented. We show that the order of\r\nconvergence is at least quadratic and that adaptively adjusting a parameter q\r\nalways leads to an even faster convergence. In this way, a better performance\r\nthan with previously known iteration schemes is achieved. The efficiency of the\r\niterative functions is demonstrated for various matrices with different\r\ndensities, condition numbers and spectral radii.","lang":"eng"}],"publisher":"Global Science Press","_id":"21","page":"564-585","volume":25,"user_id":"15278","status":"public","external_id":{"arxiv":["1703.02456"]},"citation":{"apa":"Richters, D., Lass, M., Walther, A., Plessl, C., &#38; Kühne, T. (2019). A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices. <i>Communications in Computational Physics</i>, <i>25</i>(2), 564–585. <a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">https://doi.org/10.4208/cicp.OA-2018-0053</a>","ieee":"D. Richters, M. Lass, A. Walther, C. Plessl, and T. Kühne, “A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices,” <i>Communications in Computational Physics</i>, vol. 25, no. 2, pp. 564–585, 2019, doi: <a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">10.4208/cicp.OA-2018-0053</a>.","short":"D. Richters, M. Lass, A. Walther, C. Plessl, T. Kühne, Communications in Computational Physics 25 (2019) 564–585.","chicago":"Richters, Dorothee, Michael Lass, Andrea Walther, Christian Plessl, and Thomas Kühne. “A General Algorithm to Calculate the Inverse Principal P-Th Root of Symmetric Positive Definite Matrices.” <i>Communications in Computational Physics</i> 25, no. 2 (2019): 564–85. <a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">https://doi.org/10.4208/cicp.OA-2018-0053</a>.","mla":"Richters, Dorothee, et al. “A General Algorithm to Calculate the Inverse Principal P-Th Root of Symmetric Positive Definite Matrices.” <i>Communications in Computational Physics</i>, vol. 25, no. 2, Global Science Press, 2019, pp. 564–85, doi:<a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">10.4208/cicp.OA-2018-0053</a>.","ama":"Richters D, Lass M, Walther A, Plessl C, Kühne T. A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices. <i>Communications in Computational Physics</i>. 2019;25(2):564-585. doi:<a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">10.4208/cicp.OA-2018-0053</a>","bibtex":"@article{Richters_Lass_Walther_Plessl_Kühne_2019, title={A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices}, volume={25}, DOI={<a href=\"https://doi.org/10.4208/cicp.OA-2018-0053\">10.4208/cicp.OA-2018-0053</a>}, number={2}, journal={Communications in Computational Physics}, publisher={Global Science Press}, author={Richters, Dorothee and Lass, Michael and Walther, Andrea and Plessl, Christian and Kühne, Thomas}, year={2019}, pages={564–585} }"},"project":[{"grant_number":"PL 595/2-1 / 320898746","_id":"32","name":"Performance and Efficiency in HPC with Custom Computing"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"quality_controlled":"1"},{"author":[{"id":"398","full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"id":"16153","last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian","full_name":"Plessl, Christian"}],"publication_identifier":{"issn":["0170-6012","1432-122X"]},"title":"FPGAs im Rechenzentrum","year":"2019","publication_status":"published","date_updated":"2023-09-26T11:45:57Z","language":[{"iso":"ger"}],"doi":"10.1007/s00287-019-01187-w","publication":"Informatik Spektrum","date_created":"2019-07-22T12:42:44Z","file":[{"creator":"plessl","date_created":"2019-07-22T12:45:02Z","relation":"main_file","date_updated":"2019-07-22T12:45:02Z","file_name":"plessl19_informatik_spektrum.pdf","access_level":"open_access","file_size":248360,"file_id":"12872","content_type":"application/pdf"}],"department":[{"_id":"27"},{"_id":"518"},{"_id":"78"}],"type":"journal_article","status":"public","has_accepted_license":"1","_id":"12871","user_id":"15278","ddc":["004"],"citation":{"short":"M. Platzner, C. Plessl, Informatik Spektrum (2019).","chicago":"Platzner, Marco, and Christian Plessl. “FPGAs im Rechenzentrum.” <i>Informatik Spektrum</i>, 2019. <a href=\"https://doi.org/10.1007/s00287-019-01187-w\">https://doi.org/10.1007/s00287-019-01187-w</a>.","ieee":"M. Platzner and C. Plessl, “FPGAs im Rechenzentrum,” <i>Informatik Spektrum</i>, 2019, doi: <a href=\"https://doi.org/10.1007/s00287-019-01187-w\">10.1007/s00287-019-01187-w</a>.","apa":"Platzner, M., &#38; Plessl, C. (2019). FPGAs im Rechenzentrum. <i>Informatik Spektrum</i>. <a href=\"https://doi.org/10.1007/s00287-019-01187-w\">https://doi.org/10.1007/s00287-019-01187-w</a>","bibtex":"@article{Platzner_Plessl_2019, title={FPGAs im Rechenzentrum}, DOI={<a href=\"https://doi.org/10.1007/s00287-019-01187-w\">10.1007/s00287-019-01187-w</a>}, journal={Informatik Spektrum}, author={Platzner, Marco and Plessl, Christian}, year={2019} }","ama":"Platzner M, Plessl C. FPGAs im Rechenzentrum. <i>Informatik Spektrum</i>. Published online 2019. doi:<a href=\"https://doi.org/10.1007/s00287-019-01187-w\">10.1007/s00287-019-01187-w</a>","mla":"Platzner, Marco, and Christian Plessl. “FPGAs im Rechenzentrum.” <i>Informatik Spektrum</i>, 2019, doi:<a href=\"https://doi.org/10.1007/s00287-019-01187-w\">10.1007/s00287-019-01187-w</a>."},"file_date_updated":"2019-07-22T12:45:02Z","quality_controlled":"1","oa":"1"},{"type":"preprint","department":[{"_id":"101"}],"oa":"1","external_id":{"arxiv":["1902.08824"]},"date_created":"2020-04-16T14:06:21Z","abstract":[{"text":"Embedding techniques allow the approximations of finite dimensional\r\nattractors and manifolds of infinite dimensional dynamical systems via\r\nsubdivision and continuation methods. These approximations give a topological\r\none-to-one image of the original set. In order to additionally reveal their\r\ngeometry we use diffusion mapst o find intrinsic coordinates. We illustrate our\r\nresults on the unstable manifold of the one-dimensional Kuramoto--Sivashinsky\r\nequation, as well as for the attractor of the Mackey-Glass delay differential\r\nequation.","lang":"eng"}],"publication":"arXiv:1902.08824","citation":{"mla":"Gerlach, Raphael, et al. “Revealing the Intrinsic Geometry of Finite Dimensional Invariant Sets of  Infinite Dimensional Dynamical Systems.” <i>ArXiv:1902.08824</i>, 2019.","ama":"Gerlach R, Koltai P, Dellnitz M. Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems. <i>arXiv:190208824</i>. Published online 2019.","bibtex":"@article{Gerlach_Koltai_Dellnitz_2019, title={Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems}, journal={arXiv:1902.08824}, author={Gerlach, Raphael and Koltai, Péter and Dellnitz, Michael}, year={2019} }","apa":"Gerlach, R., Koltai, P., &#38; Dellnitz, M. (2019). Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems. In <i>arXiv:1902.08824</i>.","ieee":"R. Gerlach, P. Koltai, and M. Dellnitz, “Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems,” <i>arXiv:1902.08824</i>. 2019.","chicago":"Gerlach, Raphael, Péter Koltai, and Michael Dellnitz. “Revealing the Intrinsic Geometry of Finite Dimensional Invariant Sets of  Infinite Dimensional Dynamical Systems.” <i>ArXiv:1902.08824</i>, 2019.","short":"R. Gerlach, P. Koltai, M. Dellnitz, ArXiv:1902.08824 (2019)."},"user_id":"32655","ddc":["510"],"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/1902.08824"}],"language":[{"iso":"eng"}],"_id":"16711","date_updated":"2024-09-24T12:09:27Z","has_accepted_license":"1","title":"Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems","status":"public","year":"2019","author":[{"full_name":"Gerlach, Raphael","first_name":"Raphael","last_name":"Gerlach","id":"32655"},{"last_name":"Koltai","first_name":"Péter","full_name":"Koltai, Péter"},{"full_name":"Dellnitz, Michael","first_name":"Michael","last_name":"Dellnitz"}]},{"date_created":"2024-09-25T08:19:16Z","department":[{"_id":"363"}],"type":"journal_article","publication":"AStA Wirtschafts- und Sozialstatistisches Archiv","issue":"1","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://link.springer.com/article/10.1007/s11943-019-00266-4"}],"doi":"10.1007/s11943-019-00266-4","author":[{"first_name":"Joachim","last_name":"Engel","full_name":"Engel, Joachim"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf","id":"16274"},{"full_name":"Frischemeier, Daniel","first_name":"Daniel","last_name":"Frischemeier"},{"full_name":"Podworny, Susanne","orcid":"0000-0002-6313-5987","last_name":"Podworny","first_name":"Susanne","id":"30619"},{"full_name":"Schiller, Achim","first_name":"Achim","last_name":"Schiller"},{"last_name":"Martignon","first_name":"Laura","full_name":"Martignon, Laura"}],"publication_identifier":{"issn":["1863-8155","1863-8163"]},"year":"2019","title":"Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy","intvolume":"        14","date_updated":"2024-09-25T08:27:59Z","publication_status":"published","citation":{"bibtex":"@article{Engel_Biehler_Frischemeier_Podworny_Schiller_Martignon_2019, title={Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy}, volume={14}, DOI={<a href=\"https://doi.org/10.1007/s11943-019-00266-4\">10.1007/s11943-019-00266-4</a>}, number={1}, journal={AStA Wirtschafts- und Sozialstatistisches Archiv}, publisher={Springer Science and Business Media LLC}, author={Engel, Joachim and Biehler, Rolf and Frischemeier, Daniel and Podworny, Susanne and Schiller, Achim and Martignon, Laura}, year={2019}, pages={113–114} }","ama":"Engel J, Biehler R, Frischemeier D, Podworny S, Schiller A, Martignon L. Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. 2019;14(1):113-114. doi:<a href=\"https://doi.org/10.1007/s11943-019-00266-4\">10.1007/s11943-019-00266-4</a>","short":"J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, L. Martignon, AStA Wirtschafts- Und Sozialstatistisches Archiv 14 (2019) 113–114.","chicago":"Engel, Joachim, Rolf Biehler, Daniel Frischemeier, Susanne Podworny, Achim Schiller, and Laura Martignon. “Erratum to: Zivilstatistik: Konzept Einer Neuen Perspektive Auf Data Literacy Und Statistical Literacy.” <i>AStA Wirtschafts- Und Sozialstatistisches Archiv</i> 14, no. 1 (2019): 113–14. <a href=\"https://doi.org/10.1007/s11943-019-00266-4\">https://doi.org/10.1007/s11943-019-00266-4</a>.","ieee":"J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, and L. Martignon, “Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy,” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, vol. 14, no. 1, pp. 113–114, 2019, doi: <a href=\"https://doi.org/10.1007/s11943-019-00266-4\">10.1007/s11943-019-00266-4</a>.","mla":"Engel, Joachim, et al. “Erratum to: Zivilstatistik: Konzept Einer Neuen Perspektive Auf Data Literacy Und Statistical Literacy.” <i>AStA Wirtschafts- Und Sozialstatistisches Archiv</i>, vol. 14, no. 1, Springer Science and Business Media LLC, 2019, pp. 113–14, doi:<a href=\"https://doi.org/10.1007/s11943-019-00266-4\">10.1007/s11943-019-00266-4</a>.","apa":"Engel, J., Biehler, R., Frischemeier, D., Podworny, S., Schiller, A., &#38; Martignon, L. (2019). Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy. <i>AStA Wirtschafts- Und Sozialstatistisches Archiv</i>, <i>14</i>(1), 113–114. <a href=\"https://doi.org/10.1007/s11943-019-00266-4\">https://doi.org/10.1007/s11943-019-00266-4</a>"},"_id":"56248","publisher":"Springer Science and Business Media LLC","page":"113-114","volume":14,"user_id":"37888","status":"public"},{"editor":[{"last_name":"Jahnke","first_name":"H. N.","full_name":"Jahnke, H. N."},{"full_name":"Hefendehl-Hebeker, L.","last_name":"Hefendehl-Hebeker","first_name":"L."}],"user_id":"37888","doi":"10.1007/978-3-030-11069-7_6","language":[{"iso":"eng"}],"_id":"56245","publisher":"Springer International Publishing","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-030-11069-7_6"}],"publication_status":"published","date_updated":"2024-09-25T08:27:36Z","author":[{"first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf","id":"16274"}],"publication_identifier":{"issn":["2520-8322","2520-8330"],"isbn":["9783030110680","9783030110697"]},"year":"2019","status":"public","title":"Allgemeinbildung, Mathematical Literacy, and Competence Orientation","department":[{"_id":"363"}],"type":"book_chapter","date_created":"2024-09-25T08:12:22Z","place":"Cham","citation":{"bibtex":"@inbook{Biehler_2019, place={Cham}, title={Allgemeinbildung, Mathematical Literacy, and Competence Orientation}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-11069-7_6\">10.1007/978-3-030-11069-7_6</a>}, booktitle={ICME-13 Monographs}, publisher={Springer International Publishing}, author={Biehler, Rolf}, editor={Jahnke, H. N. and Hefendehl-Hebeker, L.}, year={2019} }","short":"R. Biehler, in: H.N. Jahnke, L. Hefendehl-Hebeker (Eds.), ICME-13 Monographs, Springer International Publishing, Cham, 2019.","ama":"Biehler R. Allgemeinbildung, Mathematical Literacy, and Competence Orientation. In: Jahnke HN, Hefendehl-Hebeker L, eds. <i>ICME-13 Monographs</i>. Springer International Publishing; 2019. doi:<a href=\"https://doi.org/10.1007/978-3-030-11069-7_6\">10.1007/978-3-030-11069-7_6</a>","chicago":"Biehler, Rolf. “Allgemeinbildung, Mathematical Literacy, and Competence Orientation.” In <i>ICME-13 Monographs</i>, edited by H. N. Jahnke and L. Hefendehl-Hebeker. Cham: Springer International Publishing, 2019. <a href=\"https://doi.org/10.1007/978-3-030-11069-7_6\">https://doi.org/10.1007/978-3-030-11069-7_6</a>.","ieee":"R. Biehler, “Allgemeinbildung, Mathematical Literacy, and Competence Orientation,” in <i>ICME-13 Monographs</i>, H. N. Jahnke and L. Hefendehl-Hebeker, Eds. Cham: Springer International Publishing, 2019.","mla":"Biehler, Rolf. “Allgemeinbildung, Mathematical Literacy, and Competence Orientation.” <i>ICME-13 Monographs</i>, edited by H. N. Jahnke and L. Hefendehl-Hebeker, Springer International Publishing, 2019, doi:<a href=\"https://doi.org/10.1007/978-3-030-11069-7_6\">10.1007/978-3-030-11069-7_6</a>.","apa":"Biehler, R. (2019). Allgemeinbildung, Mathematical Literacy, and Competence Orientation. In H. N. Jahnke &#38; L. Hefendehl-Hebeker (Eds.), <i>ICME-13 Monographs</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-11069-7_6\">https://doi.org/10.1007/978-3-030-11069-7_6</a>"},"publication":"ICME-13 Monographs"},{"date_created":"2024-09-25T08:16:21Z","department":[{"_id":"363"}],"type":"book_chapter","citation":{"chicago":"Biehler, Rolf. “Software for Learning and for Doing Statistics and Probability–Looking Back and Looking Forward from a Personal Perspective.” In <i>Proceedings of the Third International Virtual Congress of Statistical Education</i>, edited by J. M. Contreras, M. M. Gea, M. M. Lopez-Martin, and E. Molina-Portillo. Universidad de Granada, 2019.","short":"R. Biehler, in: J.M. Contreras, M.M. Gea, M.M. Lopez-Martin, E. Molina-Portillo (Eds.), Proceedings of the Third International Virtual Congress of Statistical Education, Universidad de Granada, 2019.","ieee":"R. Biehler, “Software for learning and for doing statistics and probability–Looking back and looking forward from a personal perspective,” in <i>Proceedings of the Third International Virtual Congress of Statistical Education</i>, J. M. Contreras, M. M. Gea, M. M. Lopez-Martin, and E. Molina-Portillo, Eds. Universidad de Granada, 2019.","apa":"Biehler, R. (2019). Software for learning and for doing statistics and probability–Looking back and looking forward from a personal perspective. In J. M. Contreras, M. M. Gea, M. M. Lopez-Martin, &#38; E. Molina-Portillo (Eds.), <i>Proceedings of the Third International Virtual Congress of Statistical Education</i>. Universidad de Granada.","bibtex":"@inbook{Biehler_2019, title={Software for learning and for doing statistics and probability–Looking back and looking forward from a personal perspective}, booktitle={Proceedings of the Third International Virtual Congress of Statistical Education}, publisher={Universidad de Granada}, author={Biehler, Rolf}, editor={Contreras, J. M. and Gea, M. M. and Lopez-Martin, M. M. and Molina-Portillo, E.}, year={2019} }","ama":"Biehler R. Software for learning and for doing statistics and probability–Looking back and looking forward from a personal perspective. In: Contreras JM, Gea MM, Lopez-Martin MM, Molina-Portillo E, eds. <i>Proceedings of the Third International Virtual Congress of Statistical Education</i>. Universidad de Granada; 2019.","mla":"Biehler, Rolf. “Software for Learning and for Doing Statistics and Probability–Looking Back and Looking Forward from a Personal Perspective.” <i>Proceedings of the Third International Virtual Congress of Statistical Education</i>, edited by J. M. Contreras et al., Universidad de Granada, 2019."},"publication":"Proceedings of the Third International Virtual Congress of Statistical Education","language":[{"iso":"eng"}],"_id":"56247","publisher":"Universidad de Granada","main_file_link":[{"url":"https://digibug.ugr.es/handle/10481/55033"}],"editor":[{"full_name":"Contreras, J. M.","last_name":"Contreras","first_name":"J. M."},{"first_name":"M. M.","last_name":"Gea","full_name":"Gea, M. M."},{"first_name":"M. M.","last_name":"Lopez-Martin","full_name":"Lopez-Martin, M. 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In: Monaghan J, Nardi E, Dreyfus T, eds. <i>Calculus in Upper Secondary and Beginning University Mathematics—Conference Proceedings</i>. 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Aus diesem Grund erscheint es uns immens wichtig, diese Fragestellungen und Technologien auch in den Unterricht der Sekundarstufe II zu integrieren. Um diesem Anspruch gerecht zu werden, entwickelten wir im Rahmen eines Forschungsprojekts ein Curriculum, welches wir als konkretes Unterrichtskonzept innerhalb eines Projektkurses erprobt, evaluiert weiterentwickelt wird. Bei der Implementierung entschieden wir uns, zur aktiven Umsetzung von Konzepten von ML als Plattform Jupyter Notebook mit Python zu verwenden, da diese Umgebung durch die Verbindung von Code und Hypertext zur Dokumentation und Erklärung Medienbrüche im Lernprozess verringern kann. Zudem ist Python zur Implementierung der Methoden von ML sehr gut geeignet. Im Themenfeld des ML als Teilgebiet der KI legen wir den Fokus auf zwei unterschiedliche Lernverfahren um verschieden Aspekte von ML, u.A. wie Nachvollziehbarkeit unter gesellschaftlichen Gesichtspunkten zu vermitteln. Diese sind Künstliche Neuronale Netze (bei denen die Berechnung und Bedeutung der Kantengewichte zwischen den Neuronen für den Menschen insbesondere bei komplexeren Netzen kaum nachvollziehbar erschienen) und Entscheidungsbäume (strukturierte und gerichtete Bäume zur Darstellung von Entscheidungsregeln, welche auch für Schülerinnen und Schüler meist gut nachvollziehbares und verständliches KI-Modell darstellen). In diesem Workshop stellen wir konkrete Umsetzungsbeispiele inklusive der Programmierung für beide Verfahren mit Jupyter Notebook und Python als Teil einer Unterrichtssequenz vor und diskutieren diese.","lang":"ger"}],"publication":"Informatik für alle","department":[{"_id":"67"},{"_id":"97"}],"type":"conference","date_created":"2019-11-07T14:08:13Z","conference":{"location":"Dortmund, Germany","name":"INFOS 2019","start_date":"2019-09-16","end_date":"2019-09-18"},"status":"public","editor":[{"full_name":"Pasternak, Arno","first_name":"Arno","last_name":"Pasternak"}],"user_id":"21241","_id":"14848","publisher":"Gesellschaft für Informatik","page":" 385 ","citation":{"short":"M. Schlichtig, S. Opel, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, in: A. Pasternak (Ed.), Informatik für alle, Gesellschaft für Informatik, Bonn, 2019, p. 385.","chicago":"Schlichtig, Michael, Simone Opel, Carsten Schulte, Rolf Biehler, Daniel Frischemeier, Susanne Podworny, and Thomas Wassong. “Maschinelles Lernen im Unterricht mit Jupyter Notebook.” In <i>Informatik für alle</i>, edited by Arno Pasternak, 385. Bonn: Gesellschaft für Informatik, 2019.","apa":"Schlichtig, M., Opel, S., Schulte, C., Biehler, R., Frischemeier, D., Podworny, S., &#38; Wassong, T. (2019). Maschinelles Lernen im Unterricht mit Jupyter Notebook. In A. Pasternak (Ed.), <i>Informatik für alle</i> (p. 385). Gesellschaft für Informatik.","ieee":"M. Schlichtig <i>et al.</i>, “Maschinelles Lernen im Unterricht mit Jupyter Notebook,” in <i>Informatik für alle</i>, Dortmund, Germany, 2019, p. 385.","ama":"Schlichtig M, Opel S, Schulte C, et al. Maschinelles Lernen im Unterricht mit Jupyter Notebook. In: Pasternak A, ed. <i>Informatik für alle</i>. Gesellschaft für Informatik; 2019:385.","bibtex":"@inproceedings{Schlichtig_Opel_Schulte_Biehler_Frischemeier_Podworny_Wassong_2019, place={Bonn}, title={Maschinelles Lernen im Unterricht mit Jupyter Notebook}, booktitle={Informatik für alle}, publisher={Gesellschaft für Informatik}, author={Schlichtig, Michael and Opel, Simone and Schulte, Carsten and Biehler, Rolf and Frischemeier, Daniel and Podworny, Susanne and Wassong, Thomas}, editor={Pasternak, Arno}, year={2019}, pages={385} }","mla":"Schlichtig, Michael, et al. “Maschinelles Lernen im Unterricht mit Jupyter Notebook.” <i>Informatik für alle</i>, edited by Arno Pasternak, Gesellschaft für Informatik, 2019, p. 385."},"place":"Bonn"},{"status":"public","title":"Doctor blade system for the deposition of thin semiconducting films","year":"2019","author":[{"first_name":"Dmitry","last_name":"Petrov","full_name":"Petrov, Dmitry","id":"8282"},{"last_name":"Meyers","first_name":"Thorsten","full_name":"Meyers, Thorsten"},{"first_name":"Julia","last_name":"Reker","full_name":"Reker, Julia"},{"id":"20179","first_name":"Ulrich","last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich"}],"publication_status":"published","date_updated":"2026-02-24T19:14:18Z","_id":"59781","language":[{"iso":"eng"}],"publisher":"SPIE","user_id":"8282","doi":"10.1117/12.2501307","editor":[{"full_name":"du Plessis, Monuko","first_name":"Monuko","last_name":"du Plessis"}],"publication":"Fifth Conference on Sensors, MEMS, and Electro-Optic Systems","citation":{"mla":"Petrov, Dmitry, et al. “Doctor Blade System for the Deposition of Thin Semiconducting Films.” <i>Fifth Conference on Sensors, MEMS, and Electro-Optic Systems</i>, edited by Monuko du Plessis, SPIE, 2019, doi:<a href=\"https://doi.org/10.1117/12.2501307\">10.1117/12.2501307</a>.","bibtex":"@inproceedings{Petrov_Meyers_Reker_Hilleringmann_2019, title={Doctor blade system for the deposition of thin semiconducting films}, DOI={<a href=\"https://doi.org/10.1117/12.2501307\">10.1117/12.2501307</a>}, booktitle={Fifth Conference on Sensors, MEMS, and Electro-Optic Systems}, publisher={SPIE}, author={Petrov, Dmitry and Meyers, Thorsten and Reker, Julia and Hilleringmann, Ulrich}, editor={du Plessis, Monuko}, year={2019} }","ama":"Petrov D, Meyers T, Reker J, Hilleringmann U. Doctor blade system for the deposition of thin semiconducting films. In: du Plessis M, ed. <i>Fifth Conference on Sensors, MEMS, and Electro-Optic Systems</i>. SPIE; 2019. doi:<a href=\"https://doi.org/10.1117/12.2501307\">10.1117/12.2501307</a>","ieee":"D. Petrov, T. Meyers, J. Reker, and U. Hilleringmann, “Doctor blade system for the deposition of thin semiconducting films,” in <i>Fifth Conference on Sensors, MEMS, and Electro-Optic Systems</i>, 2019, doi: <a href=\"https://doi.org/10.1117/12.2501307\">10.1117/12.2501307</a>.","apa":"Petrov, D., Meyers, T., Reker, J., &#38; Hilleringmann, U. (2019). Doctor blade system for the deposition of thin semiconducting films. In M. du Plessis (Ed.), <i>Fifth Conference on Sensors, MEMS, and Electro-Optic Systems</i>. SPIE. <a href=\"https://doi.org/10.1117/12.2501307\">https://doi.org/10.1117/12.2501307</a>","chicago":"Petrov, Dmitry, Thorsten Meyers, Julia Reker, and Ulrich Hilleringmann. “Doctor Blade System for the Deposition of Thin Semiconducting Films.” In <i>Fifth Conference on Sensors, MEMS, and Electro-Optic Systems</i>, edited by Monuko du Plessis. SPIE, 2019. <a href=\"https://doi.org/10.1117/12.2501307\">https://doi.org/10.1117/12.2501307</a>.","short":"D. Petrov, T. Meyers, J. Reker, U. Hilleringmann, in: M. du Plessis (Ed.), Fifth Conference on Sensors, MEMS, and Electro-Optic Systems, SPIE, 2019."},"date_created":"2025-05-03T08:01:08Z","type":"conference","department":[{"_id":"59"},{"_id":"977"}]},{"citation":{"ieee":"M. Schmidt, D. Petrov, C. Hedayat, U. Hilleringmann, and T. Otto, “Wireless power supply for a RFID based sensor platform,” in <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 2019, pp. 1–4.","mla":"Schmidt, Marco, et al. “Wireless Power Supply for a RFID Based Sensor Platform.” <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 2019, pp. 1–4.","apa":"Schmidt, M., Petrov, D., Hedayat, C., Hilleringmann, U., &#38; Otto, T. (2019). Wireless power supply for a RFID based sensor platform. <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 1–4.","bibtex":"@inproceedings{Schmidt_Petrov_Hedayat_Hilleringmann_Otto_2019, title={Wireless power supply for a RFID based sensor platform}, booktitle={Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems}, author={Schmidt, Marco and Petrov, Dmitry and Hedayat, Christian and Hilleringmann, Ulrich and Otto, Thomas}, year={2019}, pages={1–4} }","chicago":"Schmidt, Marco, Dmitry Petrov, Christian Hedayat, Ulrich Hilleringmann, and Thomas Otto. “Wireless Power Supply for a RFID Based Sensor Platform.” In <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 1–4, 2019.","short":"M. Schmidt, D. Petrov, C. Hedayat, U. Hilleringmann, T. Otto, in: Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems, 2019, pp. 1–4.","ama":"Schmidt M, Petrov D, Hedayat C, Hilleringmann U, Otto T. Wireless power supply for a RFID based sensor platform. In: <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>. ; 2019:1-4."},"publication":"Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems","department":[{"_id":"59"},{"_id":"977"}],"type":"conference","date_created":"2023-01-25T09:51:25Z","date_updated":"2026-02-24T19:10:12Z","author":[{"last_name":"Schmidt","first_name":"Marco","full_name":"Schmidt, Marco"},{"id":"8282","first_name":"Dmitry","last_name":"Petrov","full_name":"Petrov, Dmitry"},{"first_name":"Christian","last_name":"Hedayat","full_name":"Hedayat, Christian"},{"full_name":"Hilleringmann, Ulrich","first_name":"Ulrich","last_name":"Hilleringmann","id":"20179"},{"full_name":"Otto, Thomas","last_name":"Otto","first_name":"Thomas"}],"status":"public","title":"Wireless power supply for a RFID based sensor platform","year":"2019","user_id":"8282","_id":"39943","language":[{"iso":"eng"}],"page":"1-4"},{"citation":{"mla":"Petrov, Dmitry, et al. “RFID Based Sensor Platform for Industry 4.0 Application.” <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 2019, pp. 1–4.","ama":"Petrov D, Schmidt M, Hilleringmann U, Hedayat C, Otto T. RFID based sensor platform for industry 4.0 application. In: <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>. ; 2019:1-4.","bibtex":"@inproceedings{Petrov_Schmidt_Hilleringmann_Hedayat_Otto_2019, title={RFID based sensor platform for industry 4.0 application}, booktitle={Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems}, author={Petrov, Dmitry and Schmidt, Marco and Hilleringmann, Ulrich and Hedayat, Christian and Otto, Thomas}, year={2019}, pages={1–4} }","apa":"Petrov, D., Schmidt, M., Hilleringmann, U., Hedayat, C., &#38; Otto, T. (2019). RFID based sensor platform for industry 4.0 application. <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 1–4.","ieee":"D. Petrov, M. Schmidt, U. Hilleringmann, C. Hedayat, and T. Otto, “RFID based sensor platform for industry 4.0 application,” in <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 2019, pp. 1–4.","chicago":"Petrov, Dmitry, Marco Schmidt, Ulrich Hilleringmann, Christian Hedayat, and Thomas Otto. “RFID Based Sensor Platform for Industry 4.0 Application.” In <i>Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems</i>, 1–4, 2019.","short":"D. Petrov, M. Schmidt, U. Hilleringmann, C. Hedayat, T. Otto, in: Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems, 2019, pp. 1–4."},"publication":"Smart Systems Integration; 13th International Conference and Exhibition on Integration Issues of Miniaturized Systems","date_created":"2023-01-25T09:52:16Z","department":[{"_id":"59"},{"_id":"977"}],"type":"conference","author":[{"id":"8282","last_name":"Petrov","first_name":"Dmitry","full_name":"Petrov, Dmitry"},{"full_name":"Schmidt, Marco","last_name":"Schmidt","first_name":"Marco"},{"id":"20179","last_name":"Hilleringmann","first_name":"Ulrich","full_name":"Hilleringmann, Ulrich"},{"first_name":"Christian","last_name":"Hedayat","full_name":"Hedayat, Christian"},{"first_name":"Thomas","last_name":"Otto","full_name":"Otto, Thomas"}],"status":"public","title":"RFID based sensor platform for industry 4.0 application","year":"2019","date_updated":"2026-02-24T19:13:17Z","language":[{"iso":"eng"}],"_id":"39944","page":"1-4","user_id":"8282"},{"status":"public","year":"2019","title":"Three-dimensional particle localization with common-path digital holographic microscopy","author":[{"first_name":"Krisztian","last_name":"Neutsch","full_name":"Neutsch, Krisztian"},{"full_name":"Hofmann, Martin R.","first_name":"Martin R.","last_name":"Hofmann"},{"id":"115298","full_name":"Gerhardt, Nils Christopher","orcid":"0009-0002-5538-231X","first_name":"Nils Christopher","last_name":"Gerhardt"},{"full_name":"Schnitzler, Lena","last_name":"Schnitzler","first_name":"Lena"},{"first_name":"Marlon J.","last_name":"Tranelis","full_name":"Tranelis, Marlon J."}],"date_updated":"2026-02-25T13:50:47Z","language":[{"iso":"eng"}],"_id":"64361","user_id":"15911","doi":"10.1117/12.2509448","publication":"Practical Holography XXXIII: Displays, Materials, and Applications","citation":{"bibtex":"@inproceedings{Neutsch_Hofmann_Gerhardt_Schnitzler_Tranelis_2019, title={Three-dimensional particle localization with common-path digital holographic microscopy}, DOI={<a href=\"https://doi.org/10.1117/12.2509448\">10.1117/12.2509448</a>}, booktitle={Practical Holography XXXIII: Displays, Materials, and Applications}, author={Neutsch, Krisztian and Hofmann, Martin R. and Gerhardt, Nils Christopher and Schnitzler, Lena and Tranelis, Marlon J.}, year={2019} }","ama":"Neutsch K, Hofmann MR, Gerhardt NC, Schnitzler L, Tranelis MJ. Three-dimensional particle localization with common-path digital holographic microscopy. In: <i>Practical Holography XXXIII: Displays, Materials, and Applications</i>. ; 2019. doi:<a href=\"https://doi.org/10.1117/12.2509448\">10.1117/12.2509448</a>","short":"K. Neutsch, M.R. Hofmann, N.C. Gerhardt, L. Schnitzler, M.J. Tranelis, in: Practical Holography XXXIII: Displays, Materials, and Applications, 2019.","chicago":"Neutsch, Krisztian, Martin R. Hofmann, Nils Christopher Gerhardt, Lena Schnitzler, and Marlon J. Tranelis. “Three-Dimensional Particle Localization with Common-Path Digital Holographic Microscopy.” In <i>Practical Holography XXXIII: Displays, Materials, and Applications</i>, 2019. <a href=\"https://doi.org/10.1117/12.2509448\">https://doi.org/10.1117/12.2509448</a>.","ieee":"K. Neutsch, M. R. Hofmann, N. C. Gerhardt, L. Schnitzler, and M. J. Tranelis, “Three-dimensional particle localization with common-path digital holographic microscopy,” 2019, doi: <a href=\"https://doi.org/10.1117/12.2509448\">10.1117/12.2509448</a>.","apa":"Neutsch, K., Hofmann, M. R., Gerhardt, N. C., Schnitzler, L., &#38; Tranelis, M. J. (2019). Three-dimensional particle localization with common-path digital holographic microscopy. <i>Practical Holography XXXIII: Displays, Materials, and Applications</i>. <a href=\"https://doi.org/10.1117/12.2509448\">https://doi.org/10.1117/12.2509448</a>","mla":"Neutsch, Krisztian, et al. “Three-Dimensional Particle Localization with Common-Path Digital Holographic Microscopy.” <i>Practical Holography XXXIII: Displays, Materials, and Applications</i>, 2019, doi:<a href=\"https://doi.org/10.1117/12.2509448\">10.1117/12.2509448</a>."},"date_created":"2026-02-20T10:04:02Z","type":"conference","department":[{"_id":"977"}]},{"date_created":"2026-02-20T10:04:02Z","type":"book_chapter","department":[{"_id":"977"}],"publication":"Nanoscale spintronics and applications","citation":{"apa":"Gerhardt, N. C., Žutić, I., Lee, J., Gøthgen, C., Farla, Paulo E., J., Xu, G., &#38; Sipahi, G. M. (2019). Semiconductor spin-lasers. In <i>Nanoscale spintronics and applications</i> (pp. 499–540).","ieee":"N. C. Gerhardt <i>et al.</i>, “Semiconductor spin-lasers,” in <i>Nanoscale spintronics and applications</i>, 2019, pp. 499–540.","short":"N.C. Gerhardt, I. Žutić, J. Lee, C. Gøthgen, J. Farla, Paulo E., G. Xu, G.M. Sipahi, in: Nanoscale Spintronics and Applications, 2019, pp. 499–540.","chicago":"Gerhardt, Nils Christopher, Igor Žutić, Jeongsu Lee, Christian Gøthgen, Junior Farla, Paulo E., Gaofeng Xu, and Guilherme M. Sipahi. “Semiconductor Spin-Lasers.” In <i>Nanoscale Spintronics and Applications</i>, 499–540, 2019.","mla":"Gerhardt, Nils Christopher, et al. “Semiconductor Spin-Lasers.” <i>Nanoscale Spintronics and Applications</i>, 2019, pp. 499–540.","ama":"Gerhardt NC, Žutić I, Lee J, et al. Semiconductor spin-lasers. In: <i>Nanoscale Spintronics and Applications</i>. ; 2019:499-540.","bibtex":"@inbook{Gerhardt_Žutić_Lee_Gøthgen_Farla, Paulo E._Xu_Sipahi_2019, title={Semiconductor spin-lasers}, booktitle={Nanoscale spintronics and applications}, author={Gerhardt, Nils Christopher and Žutić, Igor and Lee, Jeongsu and Gøthgen, Christian and Farla, Paulo E., Junior and Xu, Gaofeng and Sipahi, Guilherme M.}, year={2019}, pages={499–540} }"},"page":"499 - 540","_id":"64360","language":[{"iso":"eng"}],"user_id":"15911","status":"public","title":"Semiconductor spin-lasers","year":"2019","author":[{"full_name":"Gerhardt, Nils Christopher","first_name":"Nils Christopher","orcid":"0009-0002-5538-231X","last_name":"Gerhardt","id":"115298"},{"full_name":"Žutić, Igor","last_name":"Žutić","first_name":"Igor"},{"full_name":"Lee, Jeongsu","last_name":"Lee","first_name":"Jeongsu"},{"last_name":"Gøthgen","first_name":"Christian","full_name":"Gøthgen, Christian"},{"first_name":"Junior","last_name":"Farla, Paulo E.","full_name":"Farla, Paulo E., Junior"},{"full_name":"Xu, Gaofeng","last_name":"Xu","first_name":"Gaofeng"},{"last_name":"Sipahi","first_name":"Guilherme M.","full_name":"Sipahi, Guilherme M."}],"date_updated":"2026-02-25T13:51:03Z"}]