[{"external_id":{"arxiv":["2301.08637"]},"oa":"1","citation":{"ieee":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error bounds for kernel-based approximations of the Koopman operator,” <i>Applied and Computational Harmonic Analysis </i>, vol. 71, Art. no. 101657, 2024, doi: <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>.","apa":"Philipp, F., Schaller, M., Worthmann, K., Peitz, S., &#38; Nüske, F. (2024). Error bounds for kernel-based approximations of the Koopman operator. <i>Applied and Computational Harmonic Analysis </i>, <i>71</i>, Article 101657. <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">https://doi.org/10.1016/j.acha.2024.101657</a>","mla":"Philipp, Friedrich, et al. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” <i>Applied and Computational Harmonic Analysis </i>, vol. 71, 101657, Springer , 2024, doi:<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>.","bibtex":"@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2024, title={Error bounds for kernel-based approximations of the Koopman operator}, volume={71}, DOI={<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>}, number={101657}, journal={Applied and Computational Harmonic Analysis }, publisher={Springer }, author={Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl and Peitz, Sebastian and Nüske, Feliks}, year={2024} }","ama":"Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error bounds for kernel-based approximations of the Koopman operator. <i>Applied and Computational Harmonic Analysis </i>. 2024;71. doi:<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>","short":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, Applied and Computational Harmonic Analysis  71 (2024).","chicago":"Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and Feliks Nüske. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” <i>Applied and Computational Harmonic Analysis </i> 71 (2024). <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">https://doi.org/10.1016/j.acha.2024.101657</a>."},"_id":"38031","publisher":"Springer ","user_id":"47427","volume":71,"status":"public","date_created":"2023-01-23T07:03:39Z","type":"journal_article","department":[{"_id":"655"}],"publication":"Applied and Computational Harmonic Analysis ","abstract":[{"lang":"eng","text":"We consider the data-driven approximation of the Koopman operator for\r\nstochastic differential equations on reproducing kernel Hilbert spaces (RKHS).\r\nOur focus is on the estimation error if the data are collected from long-term\r\nergodic simulations. We derive both an exact expression for the variance of the\r\nkernel cross-covariance operator, measured in the Hilbert-Schmidt norm, and\r\nprobabilistic bounds for the finite-data estimation error. Moreover, we derive\r\na bound on the prediction error of observables in the RKHS using a finite\r\nMercer series expansion. Further, assuming Koopman-invariance of the RKHS, we\r\nprovide bounds on the full approximation error. Numerical experiments using the\r\nOrnstein-Uhlenbeck process illustrate our results."}],"main_file_link":[{"url":"https://arxiv.org/pdf/2301.08637","open_access":"1"}],"article_number":"101657","language":[{"iso":"eng"}],"doi":"10.1016/j.acha.2024.101657","title":"Error bounds for kernel-based approximations of the Koopman operator","year":"2024","author":[{"full_name":"Philipp, Friedrich","first_name":"Friedrich","last_name":"Philipp"},{"first_name":"Manuel","last_name":"Schaller","full_name":"Schaller, Manuel"},{"full_name":"Worthmann, Karl","last_name":"Worthmann","first_name":"Karl"},{"id":"47427","orcid":"0000-0002-3389-793X","last_name":"Peitz","first_name":"Sebastian","full_name":"Peitz, Sebastian"},{"last_name":"Nüske","first_name":"Feliks","full_name":"Nüske, Feliks"}],"date_updated":"2024-04-11T12:41:13Z","publication_status":"published","intvolume":"        71"},{"language":[{"iso":"eng"}],"article_number":"322","doi":"10.3390/e26040322","author":[{"id":"24135","last_name":"Lass","orcid":"0000-0002-5708-7632","first_name":"Michael","full_name":"Lass, Michael"},{"id":"3145","full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter"},{"full_name":"Plessl, Christian","first_name":"Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","id":"16153"},{"last_name":"Brehm","first_name":"Martin","full_name":"Brehm, Martin","id":"100167"}],"publication_identifier":{"issn":["1099-4300"]},"title":"Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations","year":"2024","intvolume":"        26","date_updated":"2024-04-12T18:34:32Z","publication_status":"published","date_created":"2024-04-12T18:31:39Z","department":[{"_id":"27"},{"_id":"518"},{"_id":"803"}],"type":"journal_article","issue":"4","publication":"Entropy","abstract":[{"lang":"eng","text":"We present a novel approach to characterize and quantify microheterogeneity and microphase separation in computer simulations of complex liquid mixtures. Our post-processing method is based on local density fluctuations of the different constituents in sampling spheres of varying size. It can be easily applied to both molecular dynamics (MD) and Monte Carlo (MC) simulations, including periodic boundary conditions. Multidimensional correlation of the density distributions yields a clear picture of the domain formation due to the subtle balance of different interactions. We apply our approach to the example of force field molecular dynamics simulations of imidazolium-based ionic liquids with different side chain lengths at different temperatures, namely 1-ethyl-3-methylimidazolium chloride, 1-hexyl-3-methylimidazolium chloride, and 1-decyl-3-methylimidazolium chloride, which are known to form distinct liquid domains. We put the results into the context of existing microheterogeneity analyses and demonstrate the advantages and sensitivity of our novel method. Furthermore, we show how to estimate the configuration entropy from our analysis, and we investigate voids in the system. The analysis has been implemented into our program package TRAVIS and is thus available as free software."}],"publisher":"MDPI AG","_id":"53474","volume":26,"user_id":"24135","status":"public","citation":{"ama":"Lass M, Kenter T, Plessl C, Brehm M. Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations. <i>Entropy</i>. 2024;26(4). doi:<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>","bibtex":"@article{Lass_Kenter_Plessl_Brehm_2024, title={Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations}, volume={26}, DOI={<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>}, number={4322}, journal={Entropy}, publisher={MDPI AG}, author={Lass, Michael and Kenter, Tobias and Plessl, Christian and Brehm, Martin}, year={2024} }","mla":"Lass, Michael, et al. “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations.” <i>Entropy</i>, vol. 26, no. 4, 322, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>.","chicago":"Lass, Michael, Tobias Kenter, Christian Plessl, and Martin Brehm. “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations.” <i>Entropy</i> 26, no. 4 (2024). <a href=\"https://doi.org/10.3390/e26040322\">https://doi.org/10.3390/e26040322</a>.","short":"M. Lass, T. Kenter, C. Plessl, M. Brehm, Entropy 26 (2024).","apa":"Lass, M., Kenter, T., Plessl, C., &#38; Brehm, M. (2024). Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations. <i>Entropy</i>, <i>26</i>(4), Article 322. <a href=\"https://doi.org/10.3390/e26040322\">https://doi.org/10.3390/e26040322</a>","ieee":"M. Lass, T. Kenter, C. Plessl, and M. Brehm, “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations,” <i>Entropy</i>, vol. 26, no. 4, Art. no. 322, 2024, doi: <a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>."},"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}]},{"publication":"ZDM – Mathematics Education","citation":{"apa":"Rezat, S. (2024). Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>. <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">https://doi.org/10.1007/s11858-024-01559-x</a>","ieee":"S. Rezat, “Research on curriculum resources in mathematics education: a survey of the field,” <i>ZDM – Mathematics Education</i>, 2024, doi: <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>.","chicago":"Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education: A Survey of the Field.” <i>ZDM – Mathematics Education</i>, 2024. <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">https://doi.org/10.1007/s11858-024-01559-x</a>.","short":"S. Rezat, ZDM – Mathematics Education (2024).","mla":"Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education: A Survey of the Field.” <i>ZDM – Mathematics Education</i>, Springer, 2024, doi:<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>.","ama":"Rezat S. Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>. Published online 2024. doi:<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>","bibtex":"@article{Rezat_2024, title={Research on curriculum resources in mathematics education: a survey of the field}, DOI={<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>}, journal={ZDM – Mathematics Education}, publisher={Springer}, author={Rezat, Sebastian}, year={2024} }"},"date_created":"2024-03-15T08:46:00Z","type":"journal_article","department":[{"_id":"360"}],"title":"Research on curriculum resources in mathematics education: a survey of the field","year":"2024","status":"public","author":[{"last_name":"Rezat","first_name":"Sebastian","full_name":"Rezat, Sebastian","id":"31132"}],"date_updated":"2024-04-18T08:20:42Z","publication_status":"epub_ahead","has_accepted_license":"1","publisher":"Springer","_id":"52584","language":[{"iso":"eng"}],"doi":"10.1007/s11858-024-01559-x","user_id":"31132"},{"status":"public","has_accepted_license":"1","page":"42 - 47","_id":"51841","ddc":["510","370"],"user_id":"37888","volume":242,"file_date_updated":"2024-02-25T20:55:29Z","citation":{"bibtex":"@article{Barzel_Greefrath_Nagel_Hoffmann_2024, title={Digitalisierung als Chance für alle Prinzipien guten Unterrichts}, volume={242}, journal={mathematik lehren}, author={Barzel, Bärbel and Greefrath, Gilbert and Nagel, Mareike and Hoffmann, Max}, year={2024}, pages={42–47} }","short":"B. Barzel, G. Greefrath, M. Nagel, M. Hoffmann, mathematik lehren 242 (2024) 42–47.","ama":"Barzel B, Greefrath G, Nagel M, Hoffmann M. Digitalisierung als Chance für alle Prinzipien guten Unterrichts. <i>mathematik lehren</i>. 2024;242:42-47.","chicago":"Barzel, Bärbel, Gilbert Greefrath, Mareike Nagel, and Max Hoffmann. “Digitalisierung als Chance für alle Prinzipien guten Unterrichts.” <i>mathematik lehren</i> 242 (2024): 42–47.","ieee":"B. Barzel, G. Greefrath, M. Nagel, and M. Hoffmann, “Digitalisierung als Chance für alle Prinzipien guten Unterrichts,” <i>mathematik lehren</i>, vol. 242, pp. 42–47, 2024.","apa":"Barzel, B., Greefrath, G., Nagel, M., &#38; Hoffmann, M. (2024). Digitalisierung als Chance für alle Prinzipien guten Unterrichts. <i>mathematik lehren</i>, <i>242</i>, 42–47.","mla":"Barzel, Bärbel, et al. “Digitalisierung als Chance für alle Prinzipien guten Unterrichts.” <i>mathematik lehren</i>, vol. 242, 2024, pp. 42–47."},"oa":"1","title":"Digitalisierung als Chance für alle Prinzipien guten Unterrichts","year":"2024","author":[{"last_name":"Barzel","first_name":"Bärbel","full_name":"Barzel, Bärbel"},{"first_name":"Gilbert","last_name":"Greefrath","full_name":"Greefrath, Gilbert"},{"full_name":"Nagel, Mareike","last_name":"Nagel","first_name":"Mareike"},{"id":"32202","full_name":"Hoffmann, Max","first_name":"Max","orcid":"0000-0002-6964-7123","last_name":"Hoffmann"}],"date_updated":"2024-04-18T08:57:42Z","publication_status":"published","intvolume":"       242","article_type":"original","main_file_link":[{"open_access":"1","url":"https://www.friedrich-verlag.de/shop/mwdownloads/download/link/id/114555/"}],"language":[{"iso":"ger"}],"publication":"mathematik lehren","abstract":[{"lang":"ger","text":"athematische Kompetenzen digital zu fördern und digitale Kompetenzen mathematisch zu fördern – dies ist eine Forderung der neuen Bildungsstandards mit Blick auf eine Bildung in der digitalen Welt. Gerade das Potenzial digitaler Medien für das fachliche Lernen wurde in vielen Studien bestätigt. Eine sinnvoll gestaltete Einbettung digitaler Medien bietet die Chance, allen fünf Prinzipien eines guten Unterrichts gerecht zu werden: Verstehensorientierung, Durchgängigkeit, kognitive Aktivierung, Lernendenorientierung & Adaptivität und Kommunikationsförderung. Die flächendeckende Nutzung digitaler Medien etabliert sich bislang nur zögerlich. Aber wie können wir Lehrkräfte stärken, digitale Medien sinnvoll einzusetzen? Wir möchten hier die Bandbreite der Möglichkeiten an Beispielen verdeutlichen, ihren Einsatz motivieren und Wege für einen guten Unterricht aufzeigen."}],"file":[{"date_created":"2024-02-25T20:55:29Z","creator":"maxh","success":1,"content_type":"application/pdf","file_id":"51842","date_updated":"2024-02-25T20:55:29Z","relation":"main_file","file_size":1410541,"access_level":"closed","file_name":"Barzel_etal_2024_DigitalisierungalsChancefrallePrinzipiengut.pdf"}],"date_created":"2024-02-25T20:58:51Z","type":"journal_article","department":[{"_id":"643"}]},{"citation":{"bibtex":"@inbook{Prediger_Wessel_2024, place={Berlin}, series={DaZ-Handbücher}, title={31 Sprachbildung im berufsbezogenen Mathematikunterricht.}, volume={Band 3}, booktitle={Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis}, publisher={DE GRUYTER}, author={Prediger, Susanne and Wessel, Lena}, editor={Efing, Christian and Kalkavan-Aydin, Zeynep}, year={2024}, pages={363–372}, collection={DaZ-Handbücher} }","ama":"Prediger S, Wessel L. 31 Sprachbildung im berufsbezogenen Mathematikunterricht. In: Efing C, Kalkavan-Aydin Z, eds. <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>. Vol Band 3. DaZ-Handbücher. DE GRUYTER; 2024:363-372.","mla":"Prediger, Susanne, and Lena Wessel. “31 Sprachbildung im berufsbezogenen Mathematikunterricht.” <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>, edited by Christian Efing and Zeynep Kalkavan-Aydin, vol. Band 3, DE GRUYTER, 2024, pp. 363–72.","short":"S. Prediger, L. Wessel, in: C. Efing, Z. Kalkavan-Aydin (Eds.), Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis, DE GRUYTER, Berlin, 2024, pp. 363–372.","chicago":"Prediger, Susanne, and Lena Wessel. “31 Sprachbildung im berufsbezogenen Mathematikunterricht.” In <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>, edited by Christian Efing and Zeynep Kalkavan-Aydin, Band 3:363–72. DaZ-Handbücher. Berlin: DE GRUYTER, 2024.","ieee":"S. Prediger and L. Wessel, “31 Sprachbildung im berufsbezogenen Mathematikunterricht.,” in <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>, vol. Band 3, C. Efing and Z. Kalkavan-Aydin, Eds. Berlin: DE GRUYTER, 2024, pp. 363–372.","apa":"Prediger, S., &#38; Wessel, L. (2024). 31 Sprachbildung im berufsbezogenen Mathematikunterricht. In C. Efing &#38; Z. Kalkavan-Aydin (Eds.), <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis: Vol. Band 3</i> (pp. 363–372). DE GRUYTER."},"oa":"1","place":"Berlin","status":"public","user_id":"37888","volume":"Band 3","editor":[{"full_name":"Efing, Christian","last_name":"Efing","first_name":"Christian"},{"last_name":"Kalkavan-Aydin","first_name":"Zeynep","full_name":"Kalkavan-Aydin, Zeynep"}],"page":"363-372","publisher":"DE GRUYTER","_id":"50554","publication":"Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis","type":"book_chapter","department":[{"_id":"643"}],"date_created":"2024-01-17T10:58:04Z","publication_status":"published","date_updated":"2024-04-18T08:58:14Z","year":"2024","title":"31 Sprachbildung im berufsbezogenen Mathematikunterricht.","author":[{"full_name":"Prediger, Susanne","first_name":"Susanne","last_name":"Prediger"},{"id":"85190","last_name":"Wessel","first_name":"Lena","full_name":"Wessel, Lena"}],"publication_identifier":{"isbn":["978-3-11-074544-3"]},"main_file_link":[{"open_access":"1","url":"https://www.degruyter.com/document/doi/10.1515/9783110745504/pdf?licenseType=restricted#page=381"}],"series_title":"DaZ-Handbücher","language":[{"iso":"ger"}]},{"date_updated":"2024-04-18T20:25:29Z","year":"2024","status":"public","title":"A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing","conference":{"location":"Valencia, Spain"},"author":[{"full_name":"Palomero Bernardo, Paul","first_name":"Paul","last_name":"Palomero Bernardo"},{"last_name":"Schmid","first_name":"Patrick","full_name":"Schmid, Patrick"},{"full_name":"Bringmann, Oliver","first_name":"Oliver","last_name":"Bringmann"},{"first_name":"Mohammed","last_name":"Iftekhar","full_name":"Iftekhar, Mohammed","id":"47944"},{"last_name":"Sadiye","first_name":"Babak","full_name":"Sadiye, Babak","id":"93634"},{"id":"16243","full_name":"Müller, Wolfgang","first_name":"Wolfgang","last_name":"Müller"},{"first_name":"Andreas","last_name":"Koch","full_name":"Koch, Andreas"},{"full_name":"Jentsch, Eyck","last_name":"Jentsch","first_name":"Eyck"},{"last_name":"Sauer","first_name":"Axel","full_name":"Sauer, Axel"},{"full_name":"Feldner, Ingo","last_name":"Feldner","first_name":"Ingo"},{"full_name":"Ecker, Wolfgang","first_name":"Wolfgang","last_name":"Ecker"}],"user_id":"16243","language":[{"iso":"eng"}],"_id":"53579","publication":"DATE 24 - Design Automation and Test in Europe","citation":{"mla":"Palomero Bernardo, Paul, et al. “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing.” <i>DATE 24 - Design Automation and Test in Europe</i>, 2024.","bibtex":"@inproceedings{Palomero Bernardo_Schmid_Bringmann_Iftekhar_Sadiye_Müller_Koch_Jentsch_Sauer_Feldner_et al._2024, title={A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing}, booktitle={DATE 24 - Design Automation and Test in Europe}, author={Palomero Bernardo, Paul and Schmid, Patrick and Bringmann, Oliver and Iftekhar, Mohammed and Sadiye, Babak and Müller, Wolfgang and Koch, Andreas and Jentsch, Eyck and Sauer, Axel and Feldner, Ingo and et al.}, year={2024} }","ama":"Palomero Bernardo P, Schmid P, Bringmann O, et al. A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing. In: <i>DATE 24 - Design Automation and Test in Europe</i>. ; 2024.","ieee":"P. Palomero Bernardo <i>et al.</i>, “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing,” Valencia, Spain, 2024.","apa":"Palomero Bernardo, P., Schmid, P., Bringmann, O., Iftekhar, M., Sadiye, B., Müller, W., Koch, A., Jentsch, E., Sauer, A., Feldner, I., &#38; Ecker, W. (2024). A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing. <i>DATE 24 - Design Automation and Test in Europe</i>.","chicago":"Palomero Bernardo, Paul, Patrick Schmid, Oliver Bringmann, Mohammed Iftekhar, Babak Sadiye, Wolfgang Müller, Andreas Koch, et al. “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing.” In <i>DATE 24 - Design Automation and Test in Europe</i>, 2024.","short":"P. Palomero Bernardo, P. Schmid, O. Bringmann, M. Iftekhar, B. Sadiye, W. Müller, A. Koch, E. Jentsch, A. Sauer, I. Feldner, W. Ecker, in: DATE 24 - Design Automation and Test in Europe, 2024."},"type":"conference","department":[{"_id":"58"}],"date_created":"2024-04-18T20:25:23Z"},{"article_type":"original","intvolume":"         9","publication_status":"published","date_updated":"2024-04-26T08:44:30Z","author":[{"id":"90082","first_name":"Carsten","last_name":"Bauer","full_name":"Bauer, Carsten"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145"},{"id":"24135","full_name":"Lass, Michael","first_name":"Michael","last_name":"Lass","orcid":"0000-0002-5708-7632"},{"full_name":"Mazur, Lukas","first_name":"Lukas","last_name":"Mazur","orcid":" 0000-0001-6304-7082","id":"90492"},{"id":"40778","full_name":"Meyer, Marius","last_name":"Meyer","first_name":"Marius"},{"last_name":"Nitsche","first_name":"Holger","full_name":"Nitsche, Holger","id":"15272"},{"id":"8961","full_name":"Riebler, Heinrich","last_name":"Riebler","first_name":"Heinrich"},{"first_name":"Robert","last_name":"Schade","orcid":"0000-0002-6268-5397","full_name":"Schade, Robert","id":"75963"},{"id":"5312","full_name":"Schwarz, Michael","last_name":"Schwarz","first_name":"Michael"},{"id":"61189","full_name":"Winnwa, Nils","last_name":"Winnwa","first_name":"Nils"},{"last_name":"Wiens","orcid":"0000-0003-1764-9773","first_name":"Alex","full_name":"Wiens, Alex","id":"23522"},{"first_name":"Xin","last_name":"Wu","full_name":"Wu, Xin","id":"77439"},{"orcid":"0000-0001-5728-9982","last_name":"Plessl","first_name":"Christian","full_name":"Plessl, Christian","id":"16153"},{"last_name":"Simon","first_name":"Jens","full_name":"Simon, Jens","id":"15273"}],"year":"2024","title":"Noctua 2 Supercomputer","doi":"10.17815/jlsrf-8-187 ","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Noctua 2 is a supercomputer operated at the Paderborn Center for Parallel Computing (PC2) at Paderborn University in Germany. Noctua 2 was inaugurated in 2022 and is an Atos BullSequana XH2000 system. It consists mainly of three node types: 1) CPU Compute nodes with AMD EPYC processors in different main memory configurations, 2) GPU nodes with NVIDIA A100 GPUs, and 3) FPGA nodes with Xilinx Alveo U280 and Intel Stratix 10 FPGA cards. While CPUs and GPUs are known off-the-shelf components in HPC systems, the operation of a large number of FPGA cards from different vendors and a dedicated FPGA-to-FPGA network are unique characteristics of Noctua 2. This paper describes in detail the overall setup of Noctua 2 and gives insights into the operation of the cluster from a hardware, software and facility perspective."}],"publication":"Journal of large-scale research facilities","department":[{"_id":"27"},{"_id":"518"}],"keyword":["Noctua 2","Supercomputer","FPGA","PC2","Paderborn Center for Parallel Computing"],"type":"journal_article","date_created":"2024-04-26T07:39:41Z","file":[{"date_created":"2024-04-26T07:30:20Z","creator":"deffel","content_type":"application/pdf","file_id":"53664","date_updated":"2024-04-26T08:35:17Z","relation":"main_file","access_level":"open_access","file_size":3825480,"file_name":"Noctua2_Supercomputer.pdf"}],"has_accepted_license":"1","status":"public","volume":9,"user_id":"8961","ddc":["004"],"_id":"53663","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"ama":"Bauer C, Kenter T, Lass M, et al. Noctua 2 Supercomputer. <i>Journal of large-scale research facilities</i>. 2024;9. doi:<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>","bibtex":"@article{Bauer_Kenter_Lass_Mazur_Meyer_Nitsche_Riebler_Schade_Schwarz_Winnwa_et al._2024, title={Noctua 2 Supercomputer}, volume={9}, DOI={<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>}, journal={Journal of large-scale research facilities}, author={Bauer, Carsten and Kenter, Tobias and Lass, Michael and Mazur, Lukas and Meyer, Marius and Nitsche, Holger and Riebler, Heinrich and Schade, Robert and Schwarz, Michael and Winnwa, Nils and et al.}, year={2024} }","mla":"Bauer, Carsten, et al. “Noctua 2 Supercomputer.” <i>Journal of Large-Scale Research Facilities</i>, vol. 9, 2024, doi:<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>.","short":"C. Bauer, T. Kenter, M. Lass, L. Mazur, M. Meyer, H. Nitsche, H. Riebler, R. Schade, M. Schwarz, N. Winnwa, A. Wiens, X. 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Yigitbas, “Prototyping Cross-Reality Escape Rooms,” 2024."},"date_created":"2024-05-02T10:29:58Z","type":"conference","department":[{"_id":"66"},{"_id":"534"}],"status":"public","title":"Prototyping Cross-Reality Escape Rooms","year":"2024","author":[{"last_name":"Krois","first_name":"Sebastian","full_name":"Krois, Sebastian"},{"id":"8447","first_name":"Enes","orcid":"0000-0002-5967-833X","last_name":"Yigitbas","full_name":"Yigitbas, Enes"}],"date_updated":"2024-05-02T10:30:23Z","_id":"53817","language":[{"iso":"eng"}],"user_id":"8447"},{"language":[{"iso":"eng"}],"date_updated":"2024-05-02T14:06:59Z","title":"Einfluss der periodischen Struktur auf geführte Wellen in gewebeverstärkten Polymeren","year":"2024","author":[{"id":"11829","orcid":"0000-0002-4393-268X","first_name":"Leander","last_name":"Claes","full_name":"Claes, Leander"}],"type":"conference","department":[{"_id":"49"}],"file":[{"content_type":"application/pdf","file_id":"53827","file_size":1988661,"access_level":"open_access","file_name":"daga2024claes.pdf","date_updated":"2024-05-02T14:06:59Z","relation":"main_file","date_created":"2024-05-02T13:39:23Z","creator":"leanderc"}],"date_created":"2024-05-02T13:33:45Z","publication":"Fortschritte der Akustik - DAGA 2024","ddc":["620"],"user_id":"11829","editor":[{"first_name":"Deutsche","last_name":"Gesellschaft für Akustik e.V.","full_name":"Gesellschaft für Akustik e.V., Deutsche"}],"page":"620–623","_id":"53823","has_accepted_license":"1","status":"public","conference":{"end_date":"2024-03-21","start_date":"2024-03-18"},"oa":"1","project":[{"grant_number":"495847374","_id":"157","name":"FaMOUS: Ein ultraschallbasiertes Messverfahren unter Berücksichtigung viskoelastischer Eigenschaften zur Charakterisierung der Faser-Matrix-Haftung bei Organoblechen sowie deren realitätsnahe Modellierung"}],"file_date_updated":"2024-05-02T14:06:59Z","citation":{"ama":"Claes L. Einfluss der periodischen Struktur auf geführte Wellen in gewebeverstärkten Polymeren. In: Gesellschaft für Akustik e.V. D, ed. <i>Fortschritte Der Akustik - DAGA 2024</i>. ; 2024:620–623.","bibtex":"@inproceedings{Claes_2024, title={Einfluss der periodischen Struktur auf geführte Wellen in gewebeverstärkten Polymeren}, booktitle={Fortschritte der Akustik - DAGA 2024}, author={Claes, Leander}, editor={Gesellschaft für Akustik e.V., Deutsche}, year={2024}, pages={620–623} }","mla":"Claes, Leander. “Einfluss Der Periodischen Struktur Auf Geführte Wellen in Gewebeverstärkten Polymeren.” <i>Fortschritte Der Akustik - DAGA 2024</i>, edited by Deutsche Gesellschaft für Akustik e.V., 2024, pp. 620–623.","chicago":"Claes, Leander. “Einfluss Der Periodischen Struktur Auf Geführte Wellen in Gewebeverstärkten Polymeren.” In <i>Fortschritte Der Akustik - DAGA 2024</i>, edited by Deutsche Gesellschaft für Akustik e.V., 620–623, 2024.","short":"L. Claes, in: D. Gesellschaft für Akustik e.V. (Ed.), Fortschritte Der Akustik - DAGA 2024, 2024, pp. 620–623.","apa":"Claes, L. (2024). Einfluss der periodischen Struktur auf geführte Wellen in gewebeverstärkten Polymeren. In D. Gesellschaft für Akustik e.V. (Ed.), <i>Fortschritte der Akustik - DAGA 2024</i> (pp. 620–623).","ieee":"L. Claes, “Einfluss der periodischen Struktur auf geführte Wellen in gewebeverstärkten Polymeren,” in <i>Fortschritte der Akustik - DAGA 2024</i>, 2024, pp. 620–623."}},{"citation":{"mla":"Krings, Sarah Claudia, et al. “Developing a VR Factory Walkthrough for Use in Schools.” <i>Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24)</i>, 2024.","ama":"Krings SC, Yigitbas E, Sauer S. Developing a VR Factory Walkthrough for Use in Schools. In: <i>Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24)</i>. ; 2024.","bibtex":"@inproceedings{Krings_Yigitbas_Sauer_2024, title={Developing a VR Factory Walkthrough for Use in Schools}, booktitle={Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24)}, author={Krings, Sarah Claudia and Yigitbas, Enes and Sauer, Stefan}, year={2024} }","apa":"Krings, S. C., Yigitbas, E., &#38; Sauer, S. (2024). Developing a VR Factory Walkthrough for Use in Schools. <i>Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24)</i>.","ieee":"S. C. Krings, E. Yigitbas, and S. Sauer, “Developing a VR Factory Walkthrough for Use in Schools,” 2024.","short":"S.C. Krings, E. Yigitbas, S. Sauer, in: Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24), 2024.","chicago":"Krings, Sarah Claudia, Enes Yigitbas, and Stefan Sauer. “Developing a VR Factory Walkthrough for Use in Schools.” In <i>Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE’24)</i>, 2024."},"publication":"Proceedings of the 10th International Working Conference on Human-Centered Software Engineering (HCSE'24)","department":[{"_id":"66"},{"_id":"534"}],"type":"conference","date_created":"2024-05-02T10:33:29Z","date_updated":"2024-05-03T13:38:50Z","author":[{"first_name":"Sarah Claudia","last_name":"Krings","orcid":"0000-0001-8040-7553","full_name":"Krings, Sarah Claudia","id":"64063"},{"id":"8447","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","first_name":"Enes","last_name":"Yigitbas"},{"last_name":"Sauer","orcid":"0000-0003-3084-0409","first_name":"Stefan","full_name":"Sauer, Stefan","id":"447"}],"title":"Developing a VR Factory Walkthrough for Use in Schools","status":"public","year":"2024","user_id":"8447","_id":"53819","language":[{"iso":"eng"}]},{"citation":{"ama":"Akhter J, Fährmann PD, Sonntag K, Peitz S. Common pitfalls to avoid while using multiobjective optimization in machine learning. <i>arXiv</i>. Published online 2024.","bibtex":"@article{Akhter_Fährmann_Sonntag_Peitz_2024, title={Common pitfalls to avoid while using multiobjective optimization in machine learning}, journal={arXiv}, author={Akhter, Junaid and Fährmann, Paul David and Sonntag, Konstantin and Peitz, Sebastian}, year={2024} }","mla":"Akhter, Junaid, et al. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” <i>ArXiv</i>, 2024.","chicago":"Akhter, Junaid, Paul David Fährmann, Konstantin Sonntag, and Sebastian Peitz. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” <i>ArXiv</i>, 2024.","short":"J. Akhter, P.D. Fährmann, K. Sonntag, S. Peitz, ArXiv (2024).","apa":"Akhter, J., Fährmann, P. D., Sonntag, K., &#38; Peitz, S. (2024). Common pitfalls to avoid while using multiobjective optimization in machine learning. In <i>arXiv</i>.","ieee":"J. Akhter, P. D. Fährmann, K. Sonntag, and S. Peitz, “Common pitfalls to avoid while using multiobjective optimization in machine learning,” <i>arXiv</i>. 2024."},"publication":"arXiv","oa":"1","department":[{"_id":"655"}],"type":"preprint","date_created":"2024-05-03T13:38:34Z","date_updated":"2024-05-06T08:29:38Z","author":[{"first_name":"Junaid","last_name":"Akhter","full_name":"Akhter, Junaid","id":"97994"},{"last_name":"Fährmann","first_name":"Paul David","full_name":"Fährmann, Paul David"},{"id":"56399","last_name":"Sonntag","orcid":"https://orcid.org/0000-0003-3384-3496","first_name":"Konstantin","full_name":"Sonntag, Konstantin"},{"last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian","full_name":"Peitz, Sebastian","id":"47427"}],"year":"2024","title":"Common pitfalls to avoid while using multiobjective optimization in machine learning","status":"public","user_id":"47427","language":[{"iso":"eng"}],"_id":"53858","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2405.01480"}]},{"abstract":[{"text":"Previous work has shown that one can often greatly speed up static analysis by computing data flows not for every edge in the program’s control-flow graph but instead only along definition-use chains. This yields a so-called sparse static analysis. Recent work on SparseDroid has shown that specifically taint analysis can be “sparsified” with extraordinary effectiveness because the taint state of one variable does not depend on those of others. This allows one to soundly omit more flow-function computations than in the general case. In this work, we now assess whether this result carries over to the more generic setting of so-called Interprocedural Distributive Environment (IDE) problems. Opposed to taint analysis, IDE comprises distributive problems with large or even infinitely broad domains, such as typestate analysis or linear constant propagation. Specifically, this paper presents Sparse IDE, a framework that realizes sparsification for any static analysis that fits the IDE framework. We implement Sparse IDE in SparseHeros, as an extension to the popular Heros IDE solver, and evaluate its performance on real-world Java libraries by comparing it to the baseline IDE algorithm. To this end, we design, implement and evaluate a linear constant propagation analysis client on top of SparseHeros. Our experiments show that, although IDE analyses can only be sparsified with respect to symbols and not (numeric) values, Sparse IDE can nonetheless yield significantly lower runtimes and often also memory consumptions compared to the original IDE.","lang":"eng"}],"citation":{"apa":"Karakaya, K., &#38; Bodden, E. (2024). Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems. <i>Proceedings of the IEEE/ACM 46th International Conference on Software Engineering</i>. <a href=\"https://doi.org/10.1145/3597503.3639092\">https://doi.org/10.1145/3597503.3639092</a>","ieee":"K. Karakaya and E. Bodden, “Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems,” 2024, doi: <a href=\"https://doi.org/10.1145/3597503.3639092\">10.1145/3597503.3639092</a>.","chicago":"Karakaya, Kadiray, and Eric Bodden. “Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems.” In <i>Proceedings of the IEEE/ACM 46th International Conference on Software Engineering</i>. ACM, 2024. <a href=\"https://doi.org/10.1145/3597503.3639092\">https://doi.org/10.1145/3597503.3639092</a>.","short":"K. Karakaya, E. Bodden, in: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering, ACM, 2024.","mla":"Karakaya, Kadiray, and Eric Bodden. “Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems.” <i>Proceedings of the IEEE/ACM 46th International Conference on Software Engineering</i>, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3597503.3639092\">10.1145/3597503.3639092</a>.","ama":"Karakaya K, Bodden E. Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems. In: <i>Proceedings of the IEEE/ACM 46th International Conference on Software Engineering</i>. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3597503.3639092\">10.1145/3597503.3639092</a>","bibtex":"@inproceedings{Karakaya_Bodden_2024, title={Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems}, DOI={<a href=\"https://doi.org/10.1145/3597503.3639092\">10.1145/3597503.3639092</a>}, booktitle={Proceedings of the IEEE/ACM 46th International Conference on Software Engineering}, publisher={ACM}, author={Karakaya, Kadiray and Bodden, Eric}, year={2024} }"},"publication":"Proceedings of the IEEE/ACM 46th International Conference on Software Engineering","department":[{"_id":"76"}],"type":"conference","date_created":"2024-05-06T11:20:21Z","publication_status":"published","date_updated":"2024-05-06T11:23:06Z","author":[{"orcid":"https://orcid.org/0000-0001-9266-2084","first_name":"Kadiray","last_name":"Karakaya","full_name":"Karakaya, Kadiray","id":"70410"},{"id":"59256","orcid":"0000-0003-3470-3647","first_name":"Eric","last_name":"Bodden","full_name":"Bodden, Eric"}],"year":"2024","status":"public","title":"Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems","user_id":"15249","doi":"10.1145/3597503.3639092","_id":"53938","publisher":"ACM","language":[{"iso":"eng"}]}]