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Silberhorn, in: CLEO 2023, Optica Publishing Group, 2023.","mla":"Eigner, Christof, et al. “Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance.” <i>CLEO 2023</i>, Optica Publishing Group, 2023, doi:<a href=\"https://doi.org/10.1364/cleo_at.2023.jw2a.57\">10.1364/cleo_at.2023.jw2a.57</a>.","bibtex":"@inproceedings{Eigner_Padberg_Quiring_Bocchini_Santandrea_Gerstmann_Schmidt_Silberhorn_2023, title={Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance}, DOI={<a href=\"https://doi.org/10.1364/cleo_at.2023.jw2a.57\">10.1364/cleo_at.2023.jw2a.57</a>}, booktitle={CLEO 2023}, publisher={Optica Publishing Group}, author={Eigner, Christof and Padberg, Laura and Quiring, Viktor and Bocchini, Adriana and Santandrea, Matteo and Gerstmann, Uwe and Schmidt, Wolf Gero and Silberhorn, Christine}, year={2023} }","ama":"Eigner C, Padberg L, Quiring V, et al. Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance. In: <i>CLEO 2023</i>. Optica Publishing Group; 2023. doi:<a href=\"https://doi.org/10.1364/cleo_at.2023.jw2a.57\">10.1364/cleo_at.2023.jw2a.57</a>","chicago":"Eigner, Christof, Laura Padberg, Viktor Quiring, Adriana Bocchini, Matteo Santandrea, Uwe Gerstmann, Wolf Gero Schmidt, and Christine Silberhorn. “Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance.” In <i>CLEO 2023</i>. Optica Publishing Group, 2023. <a href=\"https://doi.org/10.1364/cleo_at.2023.jw2a.57\">https://doi.org/10.1364/cleo_at.2023.jw2a.57</a>.","ieee":"C. Eigner <i>et al.</i>, “Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance,” 2023, doi: <a href=\"https://doi.org/10.1364/cleo_at.2023.jw2a.57\">10.1364/cleo_at.2023.jw2a.57</a>."},"year":"2023","author":[{"full_name":"Eigner, Christof","id":"13244","orcid":"https://orcid.org/0000-0002-5693-3083","last_name":"Eigner","first_name":"Christof"},{"last_name":"Padberg","id":"40300","full_name":"Padberg, Laura","first_name":"Laura"},{"first_name":"Viktor","full_name":"Quiring, Viktor","last_name":"Quiring"},{"full_name":"Bocchini, Adriana","id":"58349","orcid":"0000-0002-2134-3075","last_name":"Bocchini","first_name":"Adriana"},{"id":"55095","full_name":"Santandrea, Matteo","orcid":"0000-0001-5718-358X","last_name":"Santandrea","first_name":"Matteo"},{"orcid":"0000-0002-4476-223X","last_name":"Gerstmann","full_name":"Gerstmann, Uwe","id":"171","first_name":"Uwe"},{"first_name":"Wolf Gero","last_name":"Schmidt","orcid":"0000-0002-2717-5076","full_name":"Schmidt, Wolf Gero","id":"468"},{"full_name":"Silberhorn, Christine","id":"26263","last_name":"Silberhorn","first_name":"Christine"}],"date_created":"2025-09-18T12:06:19Z","date_updated":"2025-09-18T12:08:56Z","publisher":"Optica Publishing Group","doi":"10.1364/cleo_at.2023.jw2a.57","title":"Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance","publication":"CLEO 2023","type":"conference","status":"public","abstract":[{"text":"<jats:p>We study the interaction of gray tracking and DC ionic conductivity in Potassium Titanyl Phosphate (KTiOPO<jats:sub>4</jats:sub>, KTP) and present a novel way to reduce conductivity via a potassium nitrate treatment improving the device quality.</jats:p>","lang":"eng"}],"department":[{"_id":"15"},{"_id":"170"},{"_id":"295"},{"_id":"790"},{"_id":"288"},{"_id":"230"},{"_id":"429"},{"_id":"35"},{"_id":"27"}],"user_id":"16199","_id":"61362","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"53","name":"TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten zu funktionellen Strukturen"},{"_id":"54","name":"TRR 142 - Project Area A"},{"name":"TRR 142 - Project Area B","_id":"55"},{"_id":"168","name":"TRR 142 - Polaronen-Einfluss auf die optischen Eigenschaften von Lithiumniobat (B07*)"},{"_id":"166","name":"TRR 142 - Subproject A11"}],"language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"_id":"61360","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"15"},{"_id":"170"},{"_id":"295"},{"_id":"230"},{"_id":"35"},{"_id":"27"}],"user_id":"16199","status":"public","publication":"Encyclopedia of Solid-Liquid Interfaces","type":"book_chapter","title":"(Photo-)electrochemical reactions on semiconductor surfaces, part B: III-V surfaces–atomic and electronic structure","doi":"10.1016/b978-0-323-85669-0.00113-6","publisher":"Elsevier","date_updated":"2025-09-18T12:00:59Z","date_created":"2025-09-18T11:55:30Z","author":[{"last_name":"Hajduk","full_name":"Hajduk, Andreas","first_name":"Andreas"},{"first_name":"Mohammad Amin","last_name":"Zare Pour","full_name":"Zare Pour, Mohammad Amin"},{"last_name":"Paszuk","full_name":"Paszuk, Agnieszka","first_name":"Agnieszka"},{"first_name":"Margot","last_name":"Guidat","full_name":"Guidat, Margot"},{"first_name":"Mario","last_name":"Löw","full_name":"Löw, Mario"},{"full_name":"Ullmann, Fabian","last_name":"Ullmann","first_name":"Fabian"},{"full_name":"Moritz, Dominik C.","last_name":"Moritz","first_name":"Dominik C."},{"first_name":"Jan P.","last_name":"Hofmann","full_name":"Hofmann, Jan P."},{"first_name":"Stefan","last_name":"Krischok","full_name":"Krischok, Stefan"},{"last_name":"Runge","full_name":"Runge, Erich","first_name":"Erich"},{"first_name":"Wolf Gero","id":"468","full_name":"Schmidt, Wolf Gero","orcid":"0000-0002-2717-5076","last_name":"Schmidt"},{"first_name":"Wolfram","last_name":"Jaegermann","full_name":"Jaegermann, Wolfram"},{"first_name":"Matthias M.","full_name":"May, Matthias M.","last_name":"May"},{"last_name":"Hannappel","full_name":"Hannappel, Thomas","first_name":"Thomas"}],"year":"2023","citation":{"ama":"Hajduk A, Zare Pour MA, Paszuk A, et al. 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An EIS flow cell was designed and employed during the emulsion polymerization of vinyl acetate. The electrochemical analysis of the complex impedance at the solution/reactor interface allows the time‐resolved detection of film formation processes. In comparison to oxide‐covered stainless steel, an anti‐adhesive sol‐gel coated alloy showed a significant inhibition of poly(vinyl acetate) fouling. The EIS‐based approach proved to be a valuable tool for monitoring both thin barrier film performance and fouling processes under harsh process conditions.</jats:p>","lang":"eng"}],"language":[{"iso":"ger"}],"issue":"3","year":"2023","publisher":"Wiley","date_created":"2025-12-08T08:36:42Z","title":"Monitoring Polymeric Fouling in a Continuous Reactor by Electrochemical Impedance Spectroscopy"},{"date_updated":"2026-01-05T07:58:01Z","date_created":"2023-06-05T07:24:38Z","author":[{"orcid":"0000-0002-4393-268X","last_name":"Claes","full_name":"Claes, Leander","id":"11829","first_name":"Leander"},{"last_name":"Meihost","full_name":"Meihost, Lars","id":"24769","first_name":"Lars"},{"last_name":"Jurgelucks","full_name":"Jurgelucks, Benjamin","first_name":"Benjamin"}],"title":"Inverse procedure for the identification of piezoelectric material parameters supported by dense neural networks","place":"GAMM Annual Meeting, Dresden","year":"2023","citation":{"chicago":"Claes, Leander, Lars Meihost, and Benjamin Jurgelucks. <i>Inverse Procedure for the Identification of Piezoelectric Material Parameters Supported by Dense Neural Networks</i>. 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(2023). <i>Inverse procedure for the identification of piezoelectric material parameters supported by dense neural networks</i>."},"project":[{"name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums","_id":"90"},{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"_id":"245","name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)"}],"_id":"45455","user_id":"11829","department":[{"_id":"49"}],"language":[{"iso":"eng"}],"type":"misc","status":"public"},{"citation":{"ama":"Jurgelucks B. <i>Parameter Identification of Piezoelectrics Improved by Neural Networks</i>.; 2023.","chicago":"Jurgelucks, Benjamin. <i>Parameter Identification of Piezoelectrics Improved by Neural Networks</i>. GAMM Annual Meeting, Dresden, 2023.","ieee":"B. Jurgelucks, <i>Parameter Identification of Piezoelectrics improved by Neural Networks</i>. GAMM Annual Meeting, Dresden, 2023.","mla":"Jurgelucks, Benjamin. <i>Parameter Identification of Piezoelectrics Improved by Neural Networks</i>. 2023.","bibtex":"@book{Jurgelucks_2023, place={GAMM Annual Meeting, Dresden}, title={Parameter Identification of Piezoelectrics improved by Neural Networks}, author={Jurgelucks, Benjamin}, year={2023} }","short":"B. Jurgelucks, Parameter Identification of Piezoelectrics Improved by Neural Networks, GAMM Annual Meeting, Dresden, 2023.","apa":"Jurgelucks, B. (2023). <i>Parameter Identification of Piezoelectrics improved by Neural Networks</i>."},"year":"2023","place":"GAMM Annual Meeting, Dresden","author":[{"full_name":"Jurgelucks, Benjamin","last_name":"Jurgelucks","first_name":"Benjamin"}],"date_created":"2023-06-05T07:27:42Z","date_updated":"2026-01-05T07:58:17Z","title":"Parameter Identification of Piezoelectrics improved by Neural Networks","type":"misc","status":"public","user_id":"11829","_id":"45456","project":[{"_id":"90","name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"245","name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)"}],"language":[{"iso":"eng"}]},{"date_created":"2024-11-14T09:45:03Z","author":[{"last_name":"Kuhlmann","id":"49871","full_name":"Kuhlmann, Michael","first_name":"Michael"},{"first_name":"Adrian Tobias","last_name":"Meise","full_name":"Meise, Adrian Tobias","id":"79268"},{"last_name":"Seebauer","full_name":"Seebauer, Fritz","first_name":"Fritz"},{"first_name":"Petra","full_name":"Wagner, Petra","last_name":"Wagner"},{"first_name":"Reinhold","last_name":"Häb-Umbach","id":"242","full_name":"Häb-Umbach, Reinhold"}],"date_updated":"2026-01-05T10:12:23Z","title":"Investigating Speaker Embedding Disentanglement on Natural Read Speech","page":"121–125","citation":{"apa":"Kuhlmann, M., Meise, A. T., Seebauer, F., Wagner, P., &#38; Häb-Umbach, R. (2023). Investigating Speaker Embedding Disentanglement on Natural Read Speech. <i>Speech Communication; 15th ITG Conference</i>, 121–125.","bibtex":"@inproceedings{Kuhlmann_Meise_Seebauer_Wagner_Häb-Umbach_2023, title={Investigating Speaker Embedding Disentanglement on Natural Read Speech}, booktitle={Speech Communication; 15th ITG Conference}, author={Kuhlmann, Michael and Meise, Adrian Tobias and Seebauer, Fritz and Wagner, Petra and Häb-Umbach, Reinhold}, year={2023}, pages={121–125} }","short":"M. Kuhlmann, A.T. Meise, F. Seebauer, P. Wagner, R. Häb-Umbach, in: Speech Communication; 15th ITG Conference, 2023, pp. 121–125.","mla":"Kuhlmann, Michael, et al. “Investigating Speaker Embedding Disentanglement on Natural Read Speech.” <i>Speech Communication; 15th ITG Conference</i>, 2023, pp. 121–125.","ieee":"M. Kuhlmann, A. T. Meise, F. Seebauer, P. Wagner, and R. Häb-Umbach, “Investigating Speaker Embedding Disentanglement on Natural Read Speech,” in <i>Speech Communication; 15th ITG Conference</i>, 2023, pp. 121–125.","chicago":"Kuhlmann, Michael, Adrian Tobias Meise, Fritz Seebauer, Petra Wagner, and Reinhold Häb-Umbach. “Investigating Speaker Embedding Disentanglement on Natural Read Speech.” In <i>Speech Communication; 15th ITG Conference</i>, 121–125, 2023.","ama":"Kuhlmann M, Meise AT, Seebauer F, Wagner P, Häb-Umbach R. Investigating Speaker Embedding Disentanglement on Natural Read Speech. In: <i>Speech Communication; 15th ITG Conference</i>. ; 2023:121–125."},"year":"2023","department":[{"_id":"54"}],"user_id":"49871","_id":"57086","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"language":[{"iso":"eng"}],"publication":"Speech Communication; 15th ITG Conference","type":"conference","status":"public"},{"language":[{"iso":"ger"}],"project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"43047","user_id":"50519","department":[{"_id":"9"},{"_id":"145"}],"status":"public","type":"conference_abstract","title":"CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen","conference":{"start_date":"06.03.2023","name":"Jahrestreffen der DECHEMA-Fachgruppen Computational Fluid Dynamics und Wärme- und Stoffübertragung","location":"Frankfurt am Main ","end_date":"08.03.2023"},"date_updated":"2026-04-01T06:56:20Z","date_created":"2023-03-20T07:20:24Z","author":[{"id":"50519","full_name":"Hollenhorst, Viola","last_name":"Hollenhorst","first_name":"Viola"},{"first_name":"Eugeny Y.","last_name":"Kenig","id":"665","full_name":"Kenig, Eugeny Y."}],"year":"2023","citation":{"apa":"Hollenhorst, V., &#38; Kenig, E. Y. (2023). <i>CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen</i>. Jahrestreffen der DECHEMA-Fachgruppen Computational Fluid Dynamics und Wärme- und Stoffübertragung, Frankfurt am Main .","mla":"Hollenhorst, Viola, and Eugeny Y. Kenig. <i>CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen</i>. 2023.","short":"V. Hollenhorst, E.Y. Kenig, in: 2023.","bibtex":"@inproceedings{Hollenhorst_Kenig_2023, title={CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen}, author={Hollenhorst, Viola and Kenig, Eugeny Y.}, year={2023} }","ama":"Hollenhorst V, Kenig EY. CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen. In: ; 2023.","ieee":"V. Hollenhorst and E. Y. Kenig, “CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen,” presented at the Jahrestreffen der DECHEMA-Fachgruppen Computational Fluid Dynamics und Wärme- und Stoffübertragung, Frankfurt am Main , 2023.","chicago":"Hollenhorst, Viola, and Eugeny Y. Kenig. “CFD-Untersuchungen der Fluiddynamik und des Wärmetransports an rauen Oberflächen,” 2023."},"quality_controlled":"1"},{"language":[{"iso":"eng"}],"_id":"29865","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"department":[{"_id":"78"}],"user_id":"49051","status":"public","publication":"Design, Automation and Test in Europe (DATE)","type":"conference","title":"MUSCAT: MUS-based Circuit Approximation Technique","conference":{"location":"Online","name":"Design, Automation and Test in Europe (DATE)"},"date_updated":"2022-02-22T07:52:01Z","date_created":"2022-02-16T16:22:23Z","author":[{"last_name":"Witschen","id":"49051","full_name":"Witschen, Linus Matthias","first_name":"Linus Matthias"},{"first_name":"Tobias","full_name":"Wiersema, Tobias","id":"3118","last_name":"Wiersema"},{"full_name":"Artmann, Matthias","last_name":"Artmann","first_name":"Matthias"},{"last_name":"Platzner","full_name":"Platzner, Marco","id":"398","first_name":"Marco"}],"year":"2022","citation":{"chicago":"Witschen, Linus Matthias, Tobias Wiersema, Matthias Artmann, and Marco Platzner. “MUSCAT: MUS-Based Circuit Approximation Technique.” In <i>Design, Automation and Test in Europe (DATE)</i>, n.d.","ieee":"L. M. Witschen, T. Wiersema, M. Artmann, and M. Platzner, “MUSCAT: MUS-based Circuit Approximation Technique,” presented at the Design, Automation and Test in Europe (DATE), Online.","ama":"Witschen LM, Wiersema T, Artmann M, Platzner M. MUSCAT: MUS-based Circuit Approximation Technique. In: <i>Design, Automation and Test in Europe (DATE)</i>.","apa":"Witschen, L. M., Wiersema, T., Artmann, M., &#38; Platzner, M. (n.d.). MUSCAT: MUS-based Circuit Approximation Technique. <i>Design, Automation and Test in Europe (DATE)</i>. Design, Automation and Test in Europe (DATE), Online.","bibtex":"@inproceedings{Witschen_Wiersema_Artmann_Platzner, title={MUSCAT: MUS-based Circuit Approximation Technique}, booktitle={Design, Automation and Test in Europe (DATE)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Artmann, Matthias and Platzner, Marco} }","short":"L.M. Witschen, T. Wiersema, M. Artmann, M. Platzner, in: Design, Automation and Test in Europe (DATE), n.d.","mla":"Witschen, Linus Matthias, et al. “MUSCAT: MUS-Based Circuit Approximation Technique.” <i>Design, Automation and Test in Europe (DATE)</i>."},"publication_status":"accepted"},{"publication":"arXiv:2201.13294","type":"preprint","status":"public","abstract":[{"lang":"eng","text":"We investigate the early time development of the anisotropic transverse flow\r\nand spatial eccentricities of a fireball with various particle-based transport\r\napproaches using a fixed initial condition. In numerical simulations ranging\r\nfrom the quasi-collisionless case to the hydrodynamic regime, we find that the\r\nonset of $v_n$ and of related measures of anisotropic flow can be described\r\nwith a simple power-law ansatz, with an exponent that depends on the amount of\r\nrescatterings in the system. In the few-rescatterings regime we perform\r\nsemi-analytical calculations, based on a systematic expansion in powers of time\r\nand the cross section, which can reproduce the numerical findings."}],"department":[{"_id":"27"}],"user_id":"67287","external_id":{"arxiv":["2201.13294"]},"_id":"32177","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"language":[{"iso":"eng"}],"citation":{"short":"N. Borghini, M. Borrell, H. Roch, ArXiv:2201.13294 (2022).","bibtex":"@article{Borghini_Borrell_Roch_2022, title={Early time behavior of spatial and momentum anisotropies in kinetic  theory across different Knudsen numbers}, journal={arXiv:2201.13294}, author={Borghini, Nicolas and Borrell, Marc and Roch, Hendrik}, year={2022} }","mla":"Borghini, Nicolas, et al. “Early Time Behavior of Spatial and Momentum Anisotropies in Kinetic  Theory across Different Knudsen Numbers.” <i>ArXiv:2201.13294</i>, 2022.","apa":"Borghini, N., Borrell, M., &#38; Roch, H. (2022). Early time behavior of spatial and momentum anisotropies in kinetic  theory across different Knudsen numbers. In <i>arXiv:2201.13294</i>.","chicago":"Borghini, Nicolas, Marc Borrell, and Hendrik Roch. “Early Time Behavior of Spatial and Momentum Anisotropies in Kinetic  Theory across Different Knudsen Numbers.” <i>ArXiv:2201.13294</i>, 2022.","ieee":"N. Borghini, M. Borrell, and H. Roch, “Early time behavior of spatial and momentum anisotropies in kinetic  theory across different Knudsen numbers,” <i>arXiv:2201.13294</i>. 2022.","ama":"Borghini N, Borrell M, Roch H. Early time behavior of spatial and momentum anisotropies in kinetic  theory across different Knudsen numbers. <i>arXiv:220113294</i>. Published online 2022."},"year":"2022","date_created":"2022-06-27T09:08:04Z","author":[{"first_name":"Nicolas","last_name":"Borghini","full_name":"Borghini, Nicolas"},{"first_name":"Marc","last_name":"Borrell","full_name":"Borrell, Marc"},{"first_name":"Hendrik","full_name":"Roch, Hendrik","last_name":"Roch"}],"date_updated":"2022-06-27T09:35:53Z","title":"Early time behavior of spatial and momentum anisotropies in kinetic  theory across different Knudsen numbers"},{"language":[{"iso":"eng"}],"_id":"32178","external_id":{"arxiv":["2203.13306"]},"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"department":[{"_id":"27"}],"user_id":"67287","abstract":[{"text":"We test the ability of the \"escape mechanism\" to create the anisotropic flow\r\nobserved in high-energy nuclear collisions. We compare the flow harmonics $v_n$\r\nin the few-rescatterings regime from two types of transport simulations, with\r\n$2\\to 2$ and $2\\to 0$ collision kernels respectively, and from analytical\r\ncalculations neglecting the gain term of the Boltzmann equation. We find that\r\nthe even flow harmonics are similar in the three approaches, while the odd\r\nharmonics differ significantly.","lang":"eng"}],"status":"public","publication":"arXiv:2203.13306","type":"preprint","title":"Even anisotropic-flow harmonics are from Venus, odd ones are from Mars","date_updated":"2022-06-27T09:35:34Z","date_created":"2022-06-27T09:12:26Z","author":[{"first_name":"Benedikt","last_name":"Bachmann","full_name":"Bachmann, Benedikt"},{"full_name":"Borghini, Nicolas","last_name":"Borghini","first_name":"Nicolas"},{"last_name":"Feld","full_name":"Feld, Nina","first_name":"Nina"},{"full_name":"Roch, Hendrik","last_name":"Roch","first_name":"Hendrik"}],"year":"2022","citation":{"apa":"Bachmann, B., Borghini, N., Feld, N., &#38; Roch, H. (2022). Even anisotropic-flow harmonics are from Venus, odd ones are from Mars. In <i>arXiv:2203.13306</i>.","ama":"Bachmann B, Borghini N, Feld N, Roch H. Even anisotropic-flow harmonics are from Venus, odd ones are from Mars. <i>arXiv:220313306</i>. Published online 2022.","bibtex":"@article{Bachmann_Borghini_Feld_Roch_2022, title={Even anisotropic-flow harmonics are from Venus, odd ones are from Mars}, journal={arXiv:2203.13306}, author={Bachmann, Benedikt and Borghini, Nicolas and Feld, Nina and Roch, Hendrik}, year={2022} }","mla":"Bachmann, Benedikt, et al. “Even Anisotropic-Flow Harmonics Are from Venus, Odd Ones Are from Mars.” <i>ArXiv:2203.13306</i>, 2022.","short":"B. Bachmann, N. Borghini, N. Feld, H. Roch, ArXiv:2203.13306 (2022).","chicago":"Bachmann, Benedikt, Nicolas Borghini, Nina Feld, and Hendrik Roch. “Even Anisotropic-Flow Harmonics Are from Venus, Odd Ones Are from Mars.” <i>ArXiv:2203.13306</i>, 2022.","ieee":"B. Bachmann, N. Borghini, N. Feld, and H. Roch, “Even anisotropic-flow harmonics are from Venus, odd ones are from Mars,” <i>arXiv:2203.13306</i>. 2022."}},{"year":"2022","intvolume":"        16","citation":{"ama":"Hou W, Yao Y, Li Y, et al. Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature sensors. <i>Frontiers of materials science</i>. 2022;16(1).","ieee":"W. Hou <i>et al.</i>, “Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature sensors,” <i>Frontiers of materials science</i>, vol. 16, no. 1, 2022.","chicago":"Hou, W, Y Yao, Y Li, B Peng, K Shi, Z Zhou, J Pan, M Liu, and J Hu. “Linearly Shifting Ferromagnetic Resonance Response of La0.7Sr0.3MnO3 Thin Film for Body Temperature Sensors.” <i>Frontiers of Materials Science</i> 16, no. 1 (2022).","apa":"Hou, W., Yao, Y., Li, Y., Peng, B., Shi, K., Zhou, Z., Pan, J., Liu, M., &#38; Hu, J. (2022). Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature sensors. <i>Frontiers of Materials Science</i>, <i>16</i>(1).","bibtex":"@article{Hou_Yao_Li_Peng_Shi_Zhou_Pan_Liu_Hu_2022, title={Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature sensors}, volume={16}, number={1}, journal={Frontiers of materials science}, author={Hou, W and Yao, Y and Li, Y and Peng, B and Shi, K and Zhou, Z and Pan, J and Liu, M and Hu, J}, year={2022} }","short":"W. Hou, Y. Yao, Y. Li, B. Peng, K. Shi, Z. Zhou, J. Pan, M. Liu, J. Hu, Frontiers of Materials Science 16 (2022).","mla":"Hou, W., et al. “Linearly Shifting Ferromagnetic Resonance Response of La0.7Sr0.3MnO3 Thin Film for Body Temperature Sensors.” <i>Frontiers of Materials Science</i>, vol. 16, no. 1, 2022."},"publication_identifier":{"issn":["2095-025x"]},"issue":"1","title":"Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature sensors","date_updated":"2022-06-27T12:49:59Z","volume":16,"date_created":"2022-06-27T09:43:47Z","author":[{"first_name":"W","last_name":"Hou","full_name":"Hou, W"},{"last_name":"Yao","full_name":"Yao, Y","first_name":"Y"},{"last_name":"Li","full_name":"Li, Y","first_name":"Y"},{"full_name":"Peng, B","last_name":"Peng","first_name":"B"},{"full_name":"Shi, K","last_name":"Shi","first_name":"K"},{"last_name":"Zhou","full_name":"Zhou, Z","first_name":"Z"},{"first_name":"J","full_name":"Pan, J","last_name":"Pan"},{"full_name":"Liu, M","last_name":"Liu","first_name":"M"},{"last_name":"Hu","full_name":"Hu, J","first_name":"J"}],"status":"public","publication":"Frontiers of materials science","type":"journal_article","language":[{"iso":"eng"}],"_id":"32183","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"27"}],"user_id":"15278"},{"title":"Dataset for random uniform distributions of 2D circles and 3D spheres.","author":[{"first_name":"M","last_name":"Wojciechowski","full_name":"Wojciechowski, M"}],"date_created":"2022-06-28T06:53:33Z","volume":43,"date_updated":"2022-06-28T06:54:00Z","citation":{"short":"M. Wojciechowski, Data Brief 43 (2022) 108318.","mla":"Wojciechowski, M. “Dataset for Random Uniform Distributions of 2D Circles and 3D Spheres.” <i>Data Brief</i>, vol. 43, 2022, p. 108318.","bibtex":"@article{Wojciechowski_2022, title={Dataset for random uniform distributions of 2D circles and 3D spheres.}, volume={43}, journal={Data Brief}, author={Wojciechowski, M}, year={2022}, pages={108318} }","apa":"Wojciechowski, M. (2022). Dataset for random uniform distributions of 2D circles and 3D spheres. <i>Data Brief</i>, <i>43</i>, 108318.","ama":"Wojciechowski M. Dataset for random uniform distributions of 2D circles and 3D spheres. <i>Data Brief</i>. 2022;43:108318.","ieee":"M. Wojciechowski, “Dataset for random uniform distributions of 2D circles and 3D spheres.,” <i>Data Brief</i>, vol. 43, p. 108318, 2022.","chicago":"Wojciechowski, M. “Dataset for Random Uniform Distributions of 2D Circles and 3D Spheres.” <i>Data Brief</i> 43 (2022): 108318."},"page":"108318","intvolume":"        43","year":"2022","pmid":"1","publication_identifier":{"issn":["2352-3409"]},"language":[{"iso":"eng"}],"user_id":"15278","department":[{"_id":"27"}],"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"32234","external_id":{"pmid":["35677623"]},"status":"public","type":"journal_article","publication":"Data Brief"},{"department":[{"_id":"59"},{"_id":"485"}],"user_id":"38240","_id":"34140","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"language":[{"iso":"eng"}],"keyword":["emc","pcb","electronic system development","machine learning","neural network"],"publication":"2022 Kleinheubach Conference","type":"conference","status":"public","abstract":[{"lang":"eng","text":"In this paper, machine learning techniques will be used to classify different PCB layouts given their electromagnetic frequency spectra. These spectra result from a simulated near-field measurement of electric field strengths at different locations. Measured values consist of real and imaginary parts (amplitude and phase) in X, Y and Z directions. Training data was obtained in the time domain by varying transmission line geometries (size, distance and signaling). It was then transformed into the frequency domain and used as deep neural network input. Principal component analysis was applied to reduce the sample dimension. The results show that classifying different designs is possible with high accuracy based on synthetic data. Future work comprises measurements of real, custom-made PCB with varying parameters to adapt the simulation model and also test the neural network. Finally, the trained model could be used to give hints about the error’s cause when overshooting EMC limits."}],"author":[{"first_name":"Jad","last_name":"Maalouly","full_name":"Maalouly, Jad"},{"full_name":"Hemker, Dennis","last_name":"Hemker","first_name":"Dennis"},{"last_name":"Hedayat","full_name":"Hedayat, Christian","first_name":"Christian"},{"first_name":"Christian","full_name":"Rückert, Christian","last_name":"Rückert"},{"last_name":"Kaufmann","full_name":"Kaufmann, Ivan","first_name":"Ivan"},{"full_name":"Olbrich, Marcel","last_name":"Olbrich","first_name":"Marcel"},{"full_name":"Lange, Sven","id":"38240","last_name":"Lange","first_name":"Sven"},{"last_name":"Mathis","full_name":"Mathis, Harald","first_name":"Harald"}],"date_created":"2022-11-24T14:21:17Z","publisher":"IEEE","date_updated":"2022-11-24T14:21:34Z","conference":{"location":"Miltenberg, Germany","end_date":"2022-09-29","start_date":"2022-09-27","name":"2022 Kleinheubach Conference"},"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9954484"}],"title":"AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development","publication_identifier":{"eisbn":["978-3-948571-07-8"]},"publication_status":"published","citation":{"short":"J. Maalouly, D. Hemker, C. Hedayat, C. Rückert, I. Kaufmann, M. Olbrich, S. Lange, H. Mathis, in: 2022 Kleinheubach Conference, IEEE, Miltenberg, Germany, 2022.","mla":"Maalouly, Jad, et al. “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development.” <i>2022 Kleinheubach Conference</i>, IEEE, 2022.","bibtex":"@inproceedings{Maalouly_Hemker_Hedayat_Rückert_Kaufmann_Olbrich_Lange_Mathis_2022, place={Miltenberg, Germany}, title={AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development}, booktitle={2022 Kleinheubach Conference}, publisher={IEEE}, author={Maalouly, Jad and Hemker, Dennis and Hedayat, Christian and Rückert, Christian and Kaufmann, Ivan and Olbrich, Marcel and Lange, Sven and Mathis, Harald}, year={2022} }","apa":"Maalouly, J., Hemker, D., Hedayat, C., Rückert, C., Kaufmann, I., Olbrich, M., Lange, S., &#38; Mathis, H. (2022). AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. <i>2022 Kleinheubach Conference</i>. 2022 Kleinheubach Conference, Miltenberg, Germany.","ieee":"J. Maalouly <i>et al.</i>, “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development,” presented at the 2022 Kleinheubach Conference, Miltenberg, Germany, 2022.","chicago":"Maalouly, Jad, Dennis Hemker, Christian Hedayat, Christian Rückert, Ivan Kaufmann, Marcel Olbrich, Sven Lange, and Harald Mathis. “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development.” In <i>2022 Kleinheubach Conference</i>. Miltenberg, Germany: IEEE, 2022.","ama":"Maalouly J, Hemker D, Hedayat C, et al. AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. In: <i>2022 Kleinheubach Conference</i>. IEEE; 2022."},"year":"2022","place":"Miltenberg, Germany"},{"date_updated":"2022-05-10T07:12:57Z","author":[{"first_name":"Sören Antonius","id":"70108","full_name":"Bernemann, Sören Antonius","last_name":"Bernemann"},{"first_name":"Jan","full_name":"Maćkowiak, Jan","last_name":"Maćkowiak"},{"last_name":"Maćkowiak","full_name":"Maćkowiak, Jerzy","first_name":"Jerzy"},{"first_name":"René","full_name":"Bertling, René","id":"30050","last_name":"Bertling"},{"first_name":"Nicole","last_name":"Lutters","full_name":"Lutters, Nicole","id":"22006"},{"last_name":"Kenig","full_name":"Kenig, Eugeny","id":"665","first_name":"Eugeny"}],"date_created":"2022-05-10T07:12:14Z","title":"Entwicklung eines innovativen Trennapparates zur Stickstoffrückgewinnung aus landwirtschaftlichen Abfällen","conference":{"name":"Jahrestreffen Fluidverfahrenstechnik und Hochdruckverfahrenstechnik 2022","start_date":"2022-05-02","end_date":"2022-05-03","location":"Frankfurt am Main"},"year":"2022","citation":{"chicago":"Bernemann, Sören Antonius, Jan Maćkowiak, Jerzy Maćkowiak, René Bertling, Nicole Lutters, and Eugeny Kenig. “Entwicklung Eines Innovativen Trennapparates Zur Stickstoffrückgewinnung Aus Landwirtschaftlichen Abfällen,” 2022.","ieee":"S. A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, and E. Kenig, “Entwicklung eines innovativen Trennapparates zur Stickstoffrückgewinnung aus landwirtschaftlichen Abfällen,” presented at the Jahrestreffen Fluidverfahrenstechnik und Hochdruckverfahrenstechnik 2022, Frankfurt am Main, 2022.","ama":"Bernemann SA, Maćkowiak J, Maćkowiak J, Bertling R, Lutters N, Kenig E. Entwicklung eines innovativen Trennapparates zur Stickstoffrückgewinnung aus landwirtschaftlichen Abfällen. In: ; 2022.","bibtex":"@inproceedings{Bernemann_Maćkowiak_Maćkowiak_Bertling_Lutters_Kenig_2022, title={Entwicklung eines innovativen Trennapparates zur Stickstoffrückgewinnung aus landwirtschaftlichen Abfällen}, author={Bernemann, Sören Antonius and Maćkowiak, Jan and Maćkowiak, Jerzy and Bertling, René and Lutters, Nicole and Kenig, Eugeny}, year={2022} }","mla":"Bernemann, Sören Antonius, et al. <i>Entwicklung Eines Innovativen Trennapparates Zur Stickstoffrückgewinnung Aus Landwirtschaftlichen Abfällen</i>. 2022.","short":"S.A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, E. Kenig, in: 2022.","apa":"Bernemann, S. A., Maćkowiak, J., Maćkowiak, J., Bertling, R., Lutters, N., &#38; Kenig, E. (2022). <i>Entwicklung eines innovativen Trennapparates zur Stickstoffrückgewinnung aus landwirtschaftlichen Abfällen</i>. Jahrestreffen Fluidverfahrenstechnik und Hochdruckverfahrenstechnik 2022, Frankfurt am Main."},"_id":"31171","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"9"},{"_id":"145"}],"user_id":"70108","language":[{"iso":"eng"}],"type":"conference","status":"public"},{"file":[{"relation":"main_file","content_type":"application/pdf","access_level":"open_access","file_name":"2022-06 Grynko - Icarus - Negative polarization of light at backscattering from a numerical analog of planetary regoliths.pdf","file_id":"31575","file_size":1419286,"creator":"fossie","date_created":"2022-06-01T18:56:44Z","date_updated":"2022-06-01T18:56:44Z"}],"abstract":[{"lang":"eng","text":"We model negative polarization, which is observed for planetary regoliths at backscattering, solving a full wave problem of light scattering with a numerically exact Discontinuous Galerkin Time Domain (DGTD) method. Pieces of layers with the bulk packing density of particles close to 0.5 are used. The model particles are highly absorbing and have irregular shapes and sizes larger than the wavelength of light. This represents a realistic analog of low-albedo planetary regoliths. Our simulations confirm coherent backscattering mechanism of the origin of negative polarization. We show that angular profiles of polarization are stabilized if the number of particles in a layer piece becomes larger than ten. This allows application of our approach to the negative polarization modeling for planetary regoliths."}],"publication":"Icarus","language":[{"iso":"eng"}],"keyword":["tet_topic_scattering"],"ddc":["530"],"year":"2022","title":"Negative polarization of light at backscattering from a numerical analog of planetary regoliths","date_created":"2022-06-01T18:53:35Z","publisher":"Elsevier BV","status":"public","type":"journal_article","file_date_updated":"2022-06-01T18:56:44Z","department":[{"_id":"61"}],"user_id":"158","_id":"31574","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"page":"115099","intvolume":"       384","citation":{"ama":"Grynko Y, Shkuratov Y, Alhaddad S, Förstner J. Negative polarization of light at backscattering from a numerical analog of planetary regoliths. <i>Icarus</i>. 2022;384:115099. doi:<a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">10.1016/j.icarus.2022.115099</a>","ieee":"Y. Grynko, Y. Shkuratov, S. Alhaddad, and J. Förstner, “Negative polarization of light at backscattering from a numerical analog of planetary regoliths,” <i>Icarus</i>, vol. 384, p. 115099, 2022, doi: <a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">10.1016/j.icarus.2022.115099</a>.","chicago":"Grynko, Yevgen, Yuriy Shkuratov, Samer Alhaddad, and Jens Förstner. “Negative Polarization of Light at Backscattering from a Numerical Analog of Planetary Regoliths.” <i>Icarus</i> 384 (2022): 115099. <a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">https://doi.org/10.1016/j.icarus.2022.115099</a>.","apa":"Grynko, Y., Shkuratov, Y., Alhaddad, S., &#38; Förstner, J. (2022). Negative polarization of light at backscattering from a numerical analog of planetary regoliths. <i>Icarus</i>, <i>384</i>, 115099. <a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">https://doi.org/10.1016/j.icarus.2022.115099</a>","bibtex":"@article{Grynko_Shkuratov_Alhaddad_Förstner_2022, title={Negative polarization of light at backscattering from a numerical analog of planetary regoliths}, volume={384}, DOI={<a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">10.1016/j.icarus.2022.115099</a>}, journal={Icarus}, publisher={Elsevier BV}, author={Grynko, Yevgen and Shkuratov, Yuriy and Alhaddad, Samer and Förstner, Jens}, year={2022}, pages={115099} }","mla":"Grynko, Yevgen, et al. “Negative Polarization of Light at Backscattering from a Numerical Analog of Planetary Regoliths.” <i>Icarus</i>, vol. 384, Elsevier BV, 2022, p. 115099, doi:<a href=\"https://doi.org/10.1016/j.icarus.2022.115099\">10.1016/j.icarus.2022.115099</a>.","short":"Y. Grynko, Y. Shkuratov, S. Alhaddad, J. Förstner, Icarus 384 (2022) 115099."},"has_accepted_license":"1","publication_identifier":{"issn":["0019-1035"]},"publication_status":"published","doi":"10.1016/j.icarus.2022.115099","volume":384,"author":[{"first_name":"Yevgen","id":"26059","full_name":"Grynko, Yevgen","last_name":"Grynko"},{"full_name":"Shkuratov, Yuriy","last_name":"Shkuratov","first_name":"Yuriy"},{"first_name":"Samer","last_name":"Alhaddad","full_name":"Alhaddad, Samer","id":"42456"},{"first_name":"Jens","id":"158","full_name":"Förstner, Jens","last_name":"Förstner","orcid":"0000-0001-7059-9862"}],"date_updated":"2022-06-01T18:57:51Z","oa":"1"},{"status":"public","abstract":[{"lang":"eng","text":"In this work, methods will be evaluated to numerically calculate the passive electrical parameters of planar coils. These parameters can then be used to optimize inductive applications such as wireless power transmission. The focus here will be on inductive localization, which uses high-frequency magnetic fields and the resulting induced voltage to provide localization through the coupling parameter mutual inductance. To achieve localization with high accuracy and best possible operation (resonance, signal strength, etc.), the coil parameters need to be well known. For this reason, some numerical methods for the calculation of these quantities are presented and validated. In addition, the physical effects are thereby considered in more detail, allowing the localization procedure to be better optimized compared to simulative black-box methods. The goal should be a dedicated simulation platform for planar coils to be able to develop training data for neural networks and to test and optimize localization algorithms."}],"type":"conference","publication":"2022 Smart Systems Integration (SSI)","language":[{"iso":"eng"}],"keyword":["Simulation Environment","Inductive Localization","Coil Parameters","Inductive Applications","Near-Field"],"user_id":"38240","department":[{"_id":"59"},{"_id":"485"}],"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"33508","citation":{"bibtex":"@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, place={Grenoble, France}, title={Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings}, DOI={<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>}, booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange, Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022} }","short":"S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.","mla":"Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings.” <i>2022 Smart Systems Integration (SSI)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>.","apa":"Lange, S., Hedayat, C., Kuhn, H., &#38; Hilleringmann, U. (2022). Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings. <i>2022 Smart Systems Integration (SSI)</i>. 2022 Smart Systems Integration (SSI), Grenoble, France. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">https://doi.org/10.1109/ssi56489.2022.9901416</a>","chicago":"Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann. “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings.” In <i>2022 Smart Systems Integration (SSI)</i>. Grenoble, France: IEEE, 2022. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">https://doi.org/10.1109/ssi56489.2022.9901416</a>.","ieee":"S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings,” presented at the 2022 Smart Systems Integration (SSI), Grenoble, France, 2022, doi: <a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>.","ama":"Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings. In: <i>2022 Smart Systems Integration (SSI)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901416\">10.1109/ssi56489.2022.9901416</a>"},"place":"Grenoble, France","year":"2022","publication_status":"published","publication_identifier":{"eisbn":["978-1-6654-8849-5"]},"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9901416"}],"conference":{"location":"Grenoble, France","end_date":"2022-04-28","start_date":"2022-04-27","name":"2022 Smart Systems Integration (SSI)"},"doi":"10.1109/ssi56489.2022.9901416","title":"Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings","date_created":"2022-10-04T11:26:11Z","author":[{"last_name":"Lange","id":"38240","full_name":"Lange, Sven","first_name":"Sven"},{"first_name":"Christian","full_name":"Hedayat, Christian","last_name":"Hedayat"},{"full_name":"Kuhn, Harald","last_name":"Kuhn","first_name":"Harald"},{"first_name":"Ulrich","last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich"}],"date_updated":"2022-10-04T11:35:11Z","publisher":"IEEE"},{"publisher":"IEEE","date_created":"2022-10-04T11:35:55Z","title":"Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods","year":"2022","keyword":["Machine Learning","CNN","Hashing","semi-supervised learning"],"language":[{"iso":"eng"}],"publication":"2022 Smart Systems Integration (SSI)","abstract":[{"lang":"eng","text":"In the manufacture of real wood products, defects can quickly occur during the production process. To quickly sort out these defects, a system is needed that finds damage in the irregularly structured surfaces of the product. The difficulty in this task is that each surface is visually different and no standard defects can be defined. Thus, damage detection using correlation does not work, so this paper will test different machine learning methods. To evaluate different machine learning methods, a data set is needed. For this reason, the available samples were recorded manually using a static fixed camera. Subsequently, the images were divided into sub-images, which resulted in a relatively small data set. Next, a convolutional neural network (CNN) was constructed to classify the images. However, this approach did not lead to a generalized solution, so the dataset was hashed using the a- and pHash. These hash values were then trained with a fully supervised system that will later serve as a reference model, in the semi-supervised learning procedures. To improve the supervised model and not have to label every data point, semi-supervised learning methods are used in the following. For this purpose, the CEAL method (wrapper method) is considered in the first and then the Π-Model (intrinsically semi-supervised)."}],"date_updated":"2022-10-04T11:37:39Z","author":[{"last_name":"Sander","full_name":"Sander, Tom","first_name":"Tom"},{"first_name":"Sven","id":"38240","full_name":"Lange, Sven","last_name":"Lange"},{"full_name":"Hilleringmann, Ulrich","last_name":"Hilleringmann","first_name":"Ulrich"},{"full_name":"Geneiß, Volker","last_name":"Geneiß","first_name":"Volker"},{"last_name":"Hedayat","full_name":"Hedayat, Christian","first_name":"Christian"},{"last_name":"Kuhn","full_name":"Kuhn, Harald","first_name":"Harald"}],"doi":"10.1109/ssi56489.2022.9901433","conference":{"location":"Grenoble, France","end_date":"2022-04-28","start_date":"2022-04-27","name":"2022 Smart Systems Integration (SSI)"},"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9901433"}],"publication_status":"published","place":"Grenoble, France","citation":{"ama":"Sander T, Lange S, Hilleringmann U, Geneiß V, Hedayat C, Kuhn H. Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods. In: <i>2022 Smart Systems Integration (SSI)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>","ieee":"T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, and H. Kuhn, “Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods,” presented at the 2022 Smart Systems Integration (SSI), Grenoble, France, 2022, doi: <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>.","chicago":"Sander, Tom, Sven Lange, Ulrich Hilleringmann, Volker Geneiß, Christian Hedayat, and Harald Kuhn. “Detection of Defects on Irregularly Structured Surfaces Using Supervised and Semi-Supervised Learning Methods.” In <i>2022 Smart Systems Integration (SSI)</i>. Grenoble, France: IEEE, 2022. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">https://doi.org/10.1109/ssi56489.2022.9901433</a>.","short":"T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, H. Kuhn, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.","bibtex":"@inproceedings{Sander_Lange_Hilleringmann_Geneiß_Hedayat_Kuhn_2022, place={Grenoble, France}, title={Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods}, DOI={<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>}, booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Sander, Tom and Lange, Sven and Hilleringmann, Ulrich and Geneiß, Volker and Hedayat, Christian and Kuhn, Harald}, year={2022} }","mla":"Sander, Tom, et al. “Detection of Defects on Irregularly Structured Surfaces Using Supervised and Semi-Supervised Learning Methods.” <i>2022 Smart Systems Integration (SSI)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">10.1109/ssi56489.2022.9901433</a>.","apa":"Sander, T., Lange, S., Hilleringmann, U., Geneiß, V., Hedayat, C., &#38; Kuhn, H. (2022). Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods. <i>2022 Smart Systems Integration (SSI)</i>. 2022 Smart Systems Integration (SSI), Grenoble, France. <a href=\"https://doi.org/10.1109/ssi56489.2022.9901433\">https://doi.org/10.1109/ssi56489.2022.9901433</a>"},"_id":"33510","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"59"},{"_id":"485"}],"user_id":"38240","type":"conference","status":"public"},{"status":"public","type":"conference","keyword":["CFD","simulation","agricultural waste","multiphase"],"language":[{"iso":"eng"}],"_id":"33522","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"9"},{"_id":"145"}],"user_id":"70108","year":"2022","citation":{"ama":"Bernemann SA, Maćkowiak J, Maćkowiak J, Bertling R, Lutters N, Kenig E. Development of an innovative separation unit for nitrogen recovery from agricultural waste. In: ; 2022.","chicago":"Bernemann, Sören Antonius, Jan Maćkowiak, Jerzy Maćkowiak, René Bertling, Nicole Lutters, and Eugeny Kenig. “Development of an Innovative Separation Unit for Nitrogen Recovery from Agricultural Waste,” 2022.","ieee":"S. A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, and E. Kenig, “Development of an innovative separation unit for nitrogen recovery from agricultural waste,” presented at the ACHEMA Congress, Frankfurt am Main, 2022.","apa":"Bernemann, S. A., Maćkowiak, J., Maćkowiak, J., Bertling, R., Lutters, N., &#38; Kenig, E. (2022). <i>Development of an innovative separation unit for nitrogen recovery from agricultural waste</i>. ACHEMA Congress, Frankfurt am Main.","bibtex":"@inproceedings{Bernemann_Maćkowiak_Maćkowiak_Bertling_Lutters_Kenig_2022, title={Development of an innovative separation unit for nitrogen recovery from agricultural waste}, author={Bernemann, Sören Antonius and Maćkowiak, Jan and Maćkowiak, Jerzy and Bertling, René and Lutters, Nicole and Kenig, Eugeny}, year={2022} }","short":"S.A. Bernemann, J. Maćkowiak, J. Maćkowiak, R. Bertling, N. Lutters, E. Kenig, in: 2022.","mla":"Bernemann, Sören Antonius, et al. <i>Development of an Innovative Separation Unit for Nitrogen Recovery from Agricultural Waste</i>. 2022."},"title":"Development of an innovative separation unit for nitrogen recovery from agricultural waste","conference":{"name":"ACHEMA Congress","start_date":"2022-08-22","end_date":"2022-08-26","location":"Frankfurt am Main"},"date_updated":"2022-10-05T10:41:01Z","date_created":"2022-10-05T10:40:21Z","author":[{"first_name":"Sören Antonius","last_name":"Bernemann","full_name":"Bernemann, Sören Antonius","id":"70108"},{"first_name":"Jan","last_name":"Maćkowiak","full_name":"Maćkowiak, Jan"},{"first_name":"Jerzy","full_name":"Maćkowiak, Jerzy","last_name":"Maćkowiak"},{"first_name":"René","id":"30050","full_name":"Bertling, René","last_name":"Bertling"},{"first_name":"Nicole","full_name":"Lutters, Nicole","id":"22006","last_name":"Lutters"},{"full_name":"Kenig, Eugeny","id":"665","last_name":"Kenig","first_name":"Eugeny"}]}]