[{"editor":[{"first_name":"G","full_name":"Sonström, G","last_name":"Sonström"},{"last_name":"Loução","full_name":"Loução, R","first_name":"R"},{"full_name":"Kallioniemi, E","last_name":"Kallioniemi","first_name":"E"},{"last_name":"Julkunen","full_name":"Julkunen, P","first_name":"P"},{"last_name":"Nettekoven","full_name":"Nettekoven, C","first_name":"C"},{"first_name":"J","last_name":"Pieczewski","full_name":"Pieczewski, J"},{"last_name":"Neuschmelting","full_name":"Neuschmelting, V","first_name":"V"},{"full_name":"Grefkes, C","last_name":"Grefkes","first_name":"C"},{"full_name":"Goldbrunner, R","last_name":"Goldbrunner","first_name":"R"},{"last_name":"Jonas","orcid":"0000-0002-1067-9139","full_name":"Jonas, Kristina","id":"94540","first_name":"Kristina"},{"first_name":"C","full_name":"Weiß-Lucas, C","last_name":"Weiß-Lucas"}],"status":"public","type":"conference_editor","language":[{"iso":"eng"}],"_id":"60771","department":[{"_id":"890"}],"series_title":"73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)","user_id":"71124","year":"2022","citation":{"bibtex":"@book{Sonström_Loução_Kallioniemi_Julkunen_Nettekoven_Pieczewski_Neuschmelting_Grefkes_Goldbrunner_Jonas_et al._2022, series={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)}, title={Remote  effects of paired-pulse TMS reflect language network connectivity}, DOI={<a href=\"https://doi.org/10.3205/22DGNC073 \">https://doi.org/10.3205/22DGNC073 </a>}, year={2022}, collection={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)} }","short":"G. Sonström, R. Loução, E. Kallioniemi, P. Julkunen, C. Nettekoven, J. Pieczewski, V. Neuschmelting, C. Grefkes, R. Goldbrunner, K. Jonas, C. Weiß-Lucas, eds., Remote  Effects of Paired-Pulse TMS Reflect Language Network Connectivity, 2022.","mla":"Sonström, G., et al., editors. <i>Remote  Effects of Paired-Pulse TMS Reflect Language Network Connectivity</i>. 2022, doi:<a href=\"https://doi.org/10.3205/22DGNC073 \">https://doi.org/10.3205/22DGNC073 </a>.","apa":"Sonström, G., Loução, R., Kallioniemi, E., Julkunen, P., Nettekoven, C., Pieczewski, J., Neuschmelting, V., Grefkes, C., Goldbrunner, R., Jonas, K., &#38; Weiß-Lucas, C. (Eds.). (2022). <i>Remote  effects of paired-pulse TMS reflect language network connectivity</i>. <a href=\"https://doi.org/10.3205/22DGNC073 \">https://doi.org/10.3205/22DGNC073 </a>","chicago":"Sonström, G, R Loução, E Kallioniemi, P Julkunen, C Nettekoven, J Pieczewski, V Neuschmelting, et al., eds. <i>Remote  Effects of Paired-Pulse TMS Reflect Language Network Connectivity</i>. 73.  Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), 2022. <a href=\"https://doi.org/10.3205/22DGNC073 \">https://doi.org/10.3205/22DGNC073 </a>.","ieee":"G. Sonström <i>et al.</i>, Eds., <i>Remote  effects of paired-pulse TMS reflect language network connectivity</i>. 2022.","ama":"Sonström G, Loução R, Kallioniemi E, et al., eds. <i>Remote  Effects of Paired-Pulse TMS Reflect Language Network Connectivity</i>.; 2022. doi:<a href=\"https://doi.org/10.3205/22DGNC073 \">https://doi.org/10.3205/22DGNC073 </a>"},"publication_status":"published","title":"Remote  effects of paired-pulse TMS reflect language network connectivity","doi":"https://doi.org/10.3205/22DGNC073 ","date_updated":"2025-07-28T23:27:59Z","date_created":"2025-07-27T19:45:43Z"},{"date_updated":"2025-07-28T23:28:20Z","date_created":"2025-07-27T19:38:05Z","title":"Quantitative analysis of speech onset and object  naming in rTMS-guided language mapping","doi":"https://doi.org/10.3205/22DGNC074","publication_status":"published","year":"2022","citation":{"chicago":"Loução., R, S Zalgaj, J Pieczewski, V Neuschmelting, C Grefkes, R Goldbrunner, Kristina Jonas, C Nettekoven, and C Weiß-Lucas, eds. <i>Quantitative Analysis of Speech Onset and Object  Naming in RTMS-Guided Language Mapping</i>. 73.  Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), 2022. <a href=\"https://doi.org/10.3205/22DGNC074\">https://doi.org/10.3205/22DGNC074</a>.","ieee":"R. Loução. <i>et al.</i>, Eds., <i>Quantitative analysis of speech onset and object  naming in rTMS-guided language mapping</i>. 2022.","apa":"Loução., R., Zalgaj, S., Pieczewski, J., Neuschmelting, V., Grefkes, C., Goldbrunner, R., Jonas, K., Nettekoven, C., &#38; Weiß-Lucas, C. (Eds.). (2022). <i>Quantitative analysis of speech onset and object  naming in rTMS-guided language mapping</i>. <a href=\"https://doi.org/10.3205/22DGNC074\">https://doi.org/10.3205/22DGNC074</a>","ama":"Loução. R, Zalgaj S, Pieczewski J, et al., eds. <i>Quantitative Analysis of Speech Onset and Object  Naming in RTMS-Guided Language Mapping</i>.; 2022. doi:<a href=\"https://doi.org/10.3205/22DGNC074\">https://doi.org/10.3205/22DGNC074</a>","bibtex":"@book{Loução._Zalgaj_Pieczewski_Neuschmelting_Grefkes_Goldbrunner_Jonas_Nettekoven_Weiß-Lucas_2022, series={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)}, title={Quantitative analysis of speech onset and object  naming in rTMS-guided language mapping}, DOI={<a href=\"https://doi.org/10.3205/22DGNC074\">https://doi.org/10.3205/22DGNC074</a>}, year={2022}, collection={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)} }","mla":"Loução., R., et al., editors. <i>Quantitative Analysis of Speech Onset and Object  Naming in RTMS-Guided Language Mapping</i>. 2022, doi:<a href=\"https://doi.org/10.3205/22DGNC074\">https://doi.org/10.3205/22DGNC074</a>.","short":"R. Loução., S. Zalgaj, J. Pieczewski, V. Neuschmelting, C. Grefkes, R. Goldbrunner, K. Jonas, C. Nettekoven, C. Weiß-Lucas, eds., Quantitative Analysis of Speech Onset and Object  Naming in RTMS-Guided Language Mapping, 2022."},"_id":"60770","department":[{"_id":"890"}],"series_title":"73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)","user_id":"71124","language":[{"iso":"eng"}],"type":"conference_editor","editor":[{"first_name":"R","full_name":"Loução., R","last_name":"Loução."},{"last_name":"Zalgaj","full_name":"Zalgaj, S","first_name":"S"},{"first_name":"J","last_name":"Pieczewski","full_name":"Pieczewski, J"},{"first_name":"V","full_name":"Neuschmelting, V","last_name":"Neuschmelting"},{"last_name":"Grefkes","full_name":"Grefkes, C","first_name":"C"},{"first_name":"R","last_name":"Goldbrunner","full_name":"Goldbrunner, R"},{"first_name":"Kristina","id":"94540","full_name":"Jonas, Kristina","orcid":"0000-0002-1067-9139","last_name":"Jonas"},{"full_name":"Nettekoven, C","last_name":"Nettekoven","first_name":"C"},{"first_name":"C","last_name":"Weiß-Lucas","full_name":"Weiß-Lucas, C"}],"status":"public"},{"language":[{"iso":"eng"}],"series_title":"73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)","user_id":"71124","department":[{"_id":"890"}],"_id":"60772","status":"public","editor":[{"full_name":"Weiß-Lucas, C","last_name":"Weiß-Lucas","first_name":"C"},{"last_name":"Dechange","full_name":"Dechange, L","first_name":"L"},{"first_name":"J","full_name":"Jost, J","last_name":"Jost"},{"full_name":"Jonas, Kristina","id":"94540","last_name":"Jonas","orcid":"0000-0002-1067-9139","first_name":"Kristina"},{"last_name":"Wiewrodt","full_name":"Wiewrodt, D","first_name":"D"},{"first_name":"R","last_name":"Goldbrunner","full_name":"Goldbrunner, R"}],"type":"conference_editor","doi":"https://doi.org/10.3205/22DGNC531 ","title":" Readiness  of patients with malignant brain tumours for video-based online visits and medical  assessments","date_created":"2025-07-27T19:51:59Z","date_updated":"2025-07-28T23:28:19Z","citation":{"ieee":"C. Weiß-Lucas, L. Dechange, J. Jost, K. Jonas, D. Wiewrodt, and R. Goldbrunner, Eds., <i> Readiness  of patients with malignant brain tumours for video-based online visits and medical  assessments</i>. 2022.","chicago":"Weiß-Lucas, C, L Dechange, J Jost, Kristina Jonas, D Wiewrodt, and R Goldbrunner, eds. <i> Readiness  of Patients with Malignant Brain Tumours for Video-Based Online Visits and Medical  Assessments</i>. 73.  Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), 2022. <a href=\"https://doi.org/10.3205/22DGNC531 \">https://doi.org/10.3205/22DGNC531 </a>.","ama":"Weiß-Lucas C, Dechange L, Jost J, Jonas K, Wiewrodt D, Goldbrunner R, eds. <i> Readiness  of Patients with Malignant Brain Tumours for Video-Based Online Visits and Medical  Assessments</i>.; 2022. doi:<a href=\"https://doi.org/10.3205/22DGNC531 \">https://doi.org/10.3205/22DGNC531 </a>","apa":"Weiß-Lucas, C., Dechange, L., Jost, J., Jonas, K., Wiewrodt, D., &#38; Goldbrunner, R. (Eds.). (2022). <i> Readiness  of patients with malignant brain tumours for video-based online visits and medical  assessments</i>. <a href=\"https://doi.org/10.3205/22DGNC531 \">https://doi.org/10.3205/22DGNC531 </a>","mla":"Weiß-Lucas, C., et al., editors. <i> Readiness  of Patients with Malignant Brain Tumours for Video-Based Online Visits and Medical  Assessments</i>. 2022, doi:<a href=\"https://doi.org/10.3205/22DGNC531 \">https://doi.org/10.3205/22DGNC531 </a>.","bibtex":"@book{Weiß-Lucas_Dechange_Jost_Jonas_Wiewrodt_Goldbrunner_2022, series={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)}, title={ Readiness  of patients with malignant brain tumours for video-based online visits and medical  assessments}, DOI={<a href=\"https://doi.org/10.3205/22DGNC531 \">https://doi.org/10.3205/22DGNC531 </a>}, year={2022}, collection={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)} }","short":"C. Weiß-Lucas, L. Dechange, J. Jost, K. Jonas, D. Wiewrodt, R. Goldbrunner, eds.,  Readiness  of Patients with Malignant Brain Tumours for Video-Based Online Visits and Medical  Assessments, 2022."},"year":"2022","publication_status":"published"},{"language":[{"iso":"eng"}],"_id":"60766","department":[{"_id":"890"}],"user_id":"71124","series_title":"Archives of Physical Medicine and Rehabilitation ","editor":[{"first_name":"I","last_name":"Rubi-Fessen","full_name":"Rubi-Fessen, I"},{"id":"94540","full_name":"Jonas, Kristina","orcid":"0000-0002-1067-9139","last_name":"Jonas","first_name":"Kristina"},{"first_name":"A","last_name":"Hüsgen","full_name":"Hüsgen, A"},{"last_name":"Gerhards","full_name":"Gerhards, L","first_name":"L"},{"full_name":"Rosenkranz, A","last_name":"Rosenkranz","first_name":"A"},{"first_name":"P","last_name":"Stenneken","full_name":"Stenneken, P"}],"status":"public","type":"conference_editor","title":"Characteristics of language and communication after subcortical lesions in the left and right  hemisphere","doi":"https://doi.org/10.1016/j.apmr.2022.08.730  ","date_updated":"2025-07-28T23:28:30Z","volume":103,"date_created":"2025-07-27T19:20:18Z","year":"2022","page":"e112-e113","intvolume":"       103","citation":{"chicago":"Rubi-Fessen, I, Kristina Jonas, A Hüsgen, L Gerhards, A Rosenkranz, and P Stenneken, eds. <i>Characteristics of Language and Communication after Subcortical Lesions in the Left and Right  Hemisphere</i>. Vol. 103. Archives of Physical Medicine and Rehabilitation , 2022. <a href=\"https://doi.org/10.1016/j.apmr.2022.08.730  \">https://doi.org/10.1016/j.apmr.2022.08.730  </a>.","ieee":"I. Rubi-Fessen, K. Jonas, A. Hüsgen, L. Gerhards, A. Rosenkranz, and P. Stenneken, Eds., <i>Characteristics of language and communication after subcortical lesions in the left and right  hemisphere</i>, vol. 103, no. 12. 2022, pp. e112–e113.","ama":"Rubi-Fessen I, Jonas K, Hüsgen A, Gerhards L, Rosenkranz A, Stenneken P, eds. <i>Characteristics of Language and Communication after Subcortical Lesions in the Left and Right  Hemisphere</i>. Vol 103.; 2022:e112-e113. doi:<a href=\"https://doi.org/10.1016/j.apmr.2022.08.730  \">https://doi.org/10.1016/j.apmr.2022.08.730  </a>","bibtex":"@book{Rubi-Fessen_Jonas_Hüsgen_Gerhards_Rosenkranz_Stenneken_2022, series={Archives of Physical Medicine and Rehabilitation }, title={Characteristics of language and communication after subcortical lesions in the left and right  hemisphere}, volume={103}, DOI={<a href=\"https://doi.org/10.1016/j.apmr.2022.08.730  \">https://doi.org/10.1016/j.apmr.2022.08.730  </a>}, number={12}, year={2022}, pages={e112–e113}, collection={Archives of Physical Medicine and Rehabilitation } }","short":"I. Rubi-Fessen, K. Jonas, A. Hüsgen, L. Gerhards, A. Rosenkranz, P. Stenneken, eds., Characteristics of Language and Communication after Subcortical Lesions in the Left and Right  Hemisphere, 2022.","mla":"Rubi-Fessen, I., et al., editors. <i>Characteristics of Language and Communication after Subcortical Lesions in the Left and Right  Hemisphere</i>. no. 12, 2022, pp. e112–13, doi:<a href=\"https://doi.org/10.1016/j.apmr.2022.08.730  \">https://doi.org/10.1016/j.apmr.2022.08.730  </a>.","apa":"Rubi-Fessen, I., Jonas, K., Hüsgen, A., Gerhards, L., Rosenkranz, A., &#38; Stenneken, P. (Eds.). (2022). <i>Characteristics of language and communication after subcortical lesions in the left and right  hemisphere</i> (Vol. 103, Issue 12, pp. e112–e113). <a href=\"https://doi.org/10.1016/j.apmr.2022.08.730  \">https://doi.org/10.1016/j.apmr.2022.08.730  </a>"},"publication_status":"published","issue":"12"},{"language":[{"iso":"eng"}],"_id":"60767","user_id":"71124","series_title":"73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)","department":[{"_id":"890"}],"editor":[{"first_name":"P","full_name":"Keil, P","last_name":"Keil"},{"first_name":"C","full_name":"Nettekoven, C","last_name":"Nettekoven"},{"last_name":"Jonas","orcid":"0000-0002-1067-9139","id":"94540","full_name":"Jonas, Kristina","first_name":"Kristina"},{"last_name":"Lichtenstein","full_name":"Lichtenstein, T","first_name":"T"},{"full_name":"Goldbrunner, R","last_name":"Goldbrunner","first_name":"R"},{"first_name":"C","full_name":"Weiß-Lucas, C","last_name":"Weiß-Lucas"}],"status":"public","type":"conference_editor","title":"Determining language function lateralisation using clustered-sparse acquisition fMRI","doi":"https://doi.org/10.3205/22DGNC475 ","date_updated":"2025-07-28T23:28:29Z","date_created":"2025-07-27T19:25:19Z","year":"2022","citation":{"ama":"Keil P, Nettekoven C, Jonas K, Lichtenstein T, Goldbrunner R, Weiß-Lucas C, eds. <i>Determining Language Function Lateralisation Using Clustered-Sparse Acquisition FMRI</i>.; 2022. doi:<a href=\"https://doi.org/10.3205/22DGNC475 \">https://doi.org/10.3205/22DGNC475 </a>","ieee":"P. Keil, C. Nettekoven, K. Jonas, T. Lichtenstein, R. Goldbrunner, and C. Weiß-Lucas, Eds., <i>Determining language function lateralisation using clustered-sparse acquisition fMRI</i>. 2022.","chicago":"Keil, P, C Nettekoven, Kristina Jonas, T Lichtenstein, R Goldbrunner, and C Weiß-Lucas, eds. <i>Determining Language Function Lateralisation Using Clustered-Sparse Acquisition FMRI</i>. 73.  Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), 2022. <a href=\"https://doi.org/10.3205/22DGNC475 \">https://doi.org/10.3205/22DGNC475 </a>.","apa":"Keil, P., Nettekoven, C., Jonas, K., Lichtenstein, T., Goldbrunner, R., &#38; Weiß-Lucas, C. (Eds.). (2022). <i>Determining language function lateralisation using clustered-sparse acquisition fMRI</i>. <a href=\"https://doi.org/10.3205/22DGNC475 \">https://doi.org/10.3205/22DGNC475 </a>","mla":"Keil, P., et al., editors. <i>Determining Language Function Lateralisation Using Clustered-Sparse Acquisition FMRI</i>. 2022, doi:<a href=\"https://doi.org/10.3205/22DGNC475 \">https://doi.org/10.3205/22DGNC475 </a>.","bibtex":"@book{Keil_Nettekoven_Jonas_Lichtenstein_Goldbrunner_Weiß-Lucas_2022, series={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)}, title={Determining language function lateralisation using clustered-sparse acquisition fMRI}, DOI={<a href=\"https://doi.org/10.3205/22DGNC475 \">https://doi.org/10.3205/22DGNC475 </a>}, year={2022}, collection={73.  Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)} }","short":"P. Keil, C. Nettekoven, K. Jonas, T. Lichtenstein, R. Goldbrunner, C. Weiß-Lucas, eds., Determining Language Function Lateralisation Using Clustered-Sparse Acquisition FMRI, 2022."},"publication_status":"published"},{"publication_identifier":{"issn":["0043-2296","2689-0445"]},"publication_status":"published","intvolume":"       101","page":"197-207","citation":{"ama":"Böhne C, Meschut G, BIEGLER M, RETHMEIER M. The Influence of Electrode Indentation Rate on LME Formation during RSW. <i>Welding Journal</i>. 2022;101(7):197-207. doi:<a href=\"https://doi.org/10.29391/2022.101.015\">10.29391/2022.101.015</a>","chicago":"Böhne, Christoph, Gerson Meschut, MAX BIEGLER, and MICHAEL RETHMEIER. “The Influence of Electrode Indentation Rate on LME Formation during RSW.” <i>Welding Journal</i> 101, no. 7 (2022): 197–207. <a href=\"https://doi.org/10.29391/2022.101.015\">https://doi.org/10.29391/2022.101.015</a>.","ieee":"C. Böhne, G. Meschut, M. BIEGLER, and M. RETHMEIER, “The Influence of Electrode Indentation Rate on LME Formation during RSW,” <i>Welding Journal</i>, vol. 101, no. 7, pp. 197–207, 2022, doi: <a href=\"https://doi.org/10.29391/2022.101.015\">10.29391/2022.101.015</a>.","apa":"Böhne, C., Meschut, G., BIEGLER, M., &#38; RETHMEIER, M. (2022). The Influence of Electrode Indentation Rate on LME Formation during RSW. <i>Welding Journal</i>, <i>101</i>(7), 197–207. <a href=\"https://doi.org/10.29391/2022.101.015\">https://doi.org/10.29391/2022.101.015</a>","short":"C. Böhne, G. Meschut, M. BIEGLER, M. RETHMEIER, Welding Journal 101 (2022) 197–207.","bibtex":"@article{Böhne_Meschut_BIEGLER_RETHMEIER_2022, title={The Influence of Electrode Indentation Rate on LME Formation during RSW}, volume={101}, DOI={<a href=\"https://doi.org/10.29391/2022.101.015\">10.29391/2022.101.015</a>}, number={7}, journal={Welding Journal}, publisher={American Welding Society}, author={Böhne, Christoph and Meschut, Gerson and BIEGLER, MAX and RETHMEIER, MICHAEL}, year={2022}, pages={197–207} }","mla":"Böhne, Christoph, et al. “The Influence of Electrode Indentation Rate on LME Formation during RSW.” <i>Welding Journal</i>, vol. 101, no. 7, American Welding Society, 2022, pp. 197–207, doi:<a href=\"https://doi.org/10.29391/2022.101.015\">10.29391/2022.101.015</a>."},"date_updated":"2025-08-07T09:29:30Z","volume":101,"author":[{"last_name":"Böhne","id":"22483","full_name":"Böhne, Christoph","first_name":"Christoph"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246"},{"first_name":"MAX","full_name":"BIEGLER, MAX","last_name":"BIEGLER"},{"first_name":"MICHAEL","last_name":"RETHMEIER","full_name":"RETHMEIER, MICHAEL"}],"doi":"10.29391/2022.101.015","popular_science":"1","type":"journal_article","status":"public","_id":"52612","department":[{"_id":"157"}],"user_id":"60398","quality_controlled":"1","issue":"7","year":"2022","publisher":"American Welding Society","date_created":"2024-03-18T11:51:57Z","title":"The Influence of Electrode Indentation Rate on LME Formation during RSW","publication":"Welding Journal","abstract":[{"text":"<jats:p>During resistance spot welding of zinc-coated advanced high-strength steels (AHSSs) for automotive production, liquid metal embrittlement (LME) cracking may occur in the event of a combination of various unfavorable influences. In this study, the interactions of different welding current levels and weld times on the tendency for LME cracking in third-generation AHSSs were investigated. LME manifested itself as high-penetration cracks around the circumference of the spot welds for welding currents closely below the expulsion limit. At the same time, the observed tendency for LME cracking showed no direct correlation with the overall heat input of the investigated welding processes. To identify a reliable indicator of the tendency for LME cracking, the local strain rate at the origin of the observed cracks was analyzed over the course of the welding process via finite element simulation. While the local strain rate showed a good correlation with the process-specific LME cracking tendency, it was difficult to interpret due to its discontinuous course. Therefore, based on the experimental measurement of electrode displacement during welding, electrode indentation velocity was proposed as a descriptive indicator for quantifying cracking tendency.</jats:p>","lang":"eng"}],"keyword":["Metals and Alloys","Mechanical Engineering","Mechanics of Materials"],"language":[{"iso":"eng"}]},{"abstract":[{"text":"<jats:p>Neuroscience models commonly have a high number of degrees of freedom and only specific regions within the parameter space are able to produce dynamics of interest. This makes the development of tools and strategies to efficiently find these regions of high importance to advance brain research. Exploring the high dimensional parameter space using numerical simulations has been a frequently used technique in the last years in many areas of computational neuroscience. Today, high performance computing (HPC) can provide a powerful infrastructure to speed up explorations and increase our general understanding of the behavior of the model in reasonable times. Learning to learn (L2L) is a well-known concept in machine learning (ML) and a specific method for acquiring constraints to improve learning performance. This concept can be decomposed into a two loop optimization process where the target of optimization can consist of any program such as an artificial neural network, a spiking network, a single cell model, or a whole brain simulation. In this work, we present L2L as an easy to use and flexible framework to perform parameter and hyper-parameter space exploration of neuroscience models on HPC infrastructure. Learning to learn is an implementation of the L2L concept written in Python. This open-source software allows several instances of an optimization target to be executed with different parameters in an embarrassingly parallel fashion on HPC. L2L provides a set of built-in optimizer algorithms, which make adaptive and efficient exploration of parameter spaces possible. Different from other optimization toolboxes, L2L provides maximum flexibility for the way the optimization target can be executed. In this paper, we show a variety of examples of neuroscience models being optimized within the L2L framework to execute different types of tasks. The tasks used to illustrate the concept go from reproducing empirical data to learning how to solve a problem in a dynamic environment. We particularly focus on simulations with models ranging from the single cell to the whole brain and using a variety of simulation engines like NEST, Arbor, TVB, OpenAIGym, and NetLogo.</jats:p>","lang":"eng"}],"status":"public","publication":"Frontiers in Computational Neuroscience","type":"journal_article","article_number":"885207","language":[{"iso":"eng"}],"_id":"60900","user_id":"117951","year":"2022","intvolume":"        16","citation":{"mla":"Yegenoglu, Alper, et al. “Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.” <i>Frontiers in Computational Neuroscience</i>, vol. 16, 885207, Frontiers Media SA, 2022, doi:<a href=\"https://doi.org/10.3389/fncom.2022.885207\">10.3389/fncom.2022.885207</a>.","short":"A. Yegenoglu, A. Subramoney, T. Hater, C. Jimenez-Romero, W. Klijn, A. Pérez Martín, M. van der Vlag, M. Herty, A. Morrison, S. Diaz-Pier, Frontiers in Computational Neuroscience 16 (2022).","bibtex":"@article{Yegenoglu_Subramoney_Hater_Jimenez-Romero_Klijn_Pérez Martín_van der Vlag_Herty_Morrison_Diaz-Pier_2022, title={Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn}, volume={16}, DOI={<a href=\"https://doi.org/10.3389/fncom.2022.885207\">10.3389/fncom.2022.885207</a>}, number={885207}, journal={Frontiers in Computational Neuroscience}, publisher={Frontiers Media SA}, author={Yegenoglu, Alper and Subramoney, Anand and Hater, Thorsten and Jimenez-Romero, Cristian and Klijn, Wouter and Pérez Martín, Aarón and van der Vlag, Michiel and Herty, Michael and Morrison, Abigail and Diaz-Pier, Sandra}, year={2022} }","apa":"Yegenoglu, A., Subramoney, A., Hater, T., Jimenez-Romero, C., Klijn, W., Pérez Martín, A., van der Vlag, M., Herty, M., Morrison, A., &#38; Diaz-Pier, S. (2022). Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. <i>Frontiers in Computational Neuroscience</i>, <i>16</i>, Article 885207. <a href=\"https://doi.org/10.3389/fncom.2022.885207\">https://doi.org/10.3389/fncom.2022.885207</a>","chicago":"Yegenoglu, Alper, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, Michiel van der Vlag, Michael Herty, Abigail Morrison, and Sandra Diaz-Pier. “Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.” <i>Frontiers in Computational Neuroscience</i> 16 (2022). <a href=\"https://doi.org/10.3389/fncom.2022.885207\">https://doi.org/10.3389/fncom.2022.885207</a>.","ieee":"A. Yegenoglu <i>et al.</i>, “Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn,” <i>Frontiers in Computational Neuroscience</i>, vol. 16, Art. no. 885207, 2022, doi: <a href=\"https://doi.org/10.3389/fncom.2022.885207\">10.3389/fncom.2022.885207</a>.","ama":"Yegenoglu A, Subramoney A, Hater T, et al. Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. <i>Frontiers in Computational Neuroscience</i>. 2022;16. doi:<a href=\"https://doi.org/10.3389/fncom.2022.885207\">10.3389/fncom.2022.885207</a>"},"publication_identifier":{"issn":["1662-5188"]},"publication_status":"published","title":"Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn","doi":"10.3389/fncom.2022.885207","publisher":"Frontiers Media SA","date_updated":"2025-08-08T11:40:08Z","volume":16,"date_created":"2025-08-06T15:02:30Z","author":[{"first_name":"Alper","id":"117951","full_name":"Yegenoglu, Alper","last_name":"Yegenoglu","orcid":"0000-0001-8869-215X"},{"first_name":"Anand","last_name":"Subramoney","full_name":"Subramoney, Anand"},{"last_name":"Hater","full_name":"Hater, Thorsten","first_name":"Thorsten"},{"full_name":"Jimenez-Romero, Cristian","last_name":"Jimenez-Romero","first_name":"Cristian"},{"full_name":"Klijn, Wouter","last_name":"Klijn","first_name":"Wouter"},{"first_name":"Aarón","full_name":"Pérez Martín, Aarón","last_name":"Pérez Martín"},{"first_name":"Michiel","full_name":"van der Vlag, Michiel","last_name":"van der Vlag"},{"first_name":"Michael","last_name":"Herty","full_name":"Herty, Michael"},{"last_name":"Morrison","full_name":"Morrison, Abigail","first_name":"Abigail"},{"last_name":"Diaz-Pier","full_name":"Diaz-Pier, Sandra","first_name":"Sandra"}]},{"publication_status":"published","issue":"4","year":"2022","intvolume":"        60","citation":{"ama":"Bonanati S, Buhl HM, Gerhardts L, Kamin A-M, Meister D. 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Digitale häusliche Lernumgebung: Prädiktoren und Effekte elterlicher Unterstützung beim Lernen mit digitalen Medien. <i>Medienimpulse</i>, <i>60</i>(4). <a href=\"https://doi.org/10.21243/mi-04-22-17\">https://doi.org/10.21243/mi-04-22-17</a>","mla":"Bonanati, Sabrina, et al. “Digitale häusliche Lernumgebung: Prädiktoren und Effekte elterlicher Unterstützung beim Lernen mit digitalen Medien.” <i>Medienimpulse</i>, vol. 60, no. 4, 2022, doi:<a href=\"https://doi.org/10.21243/mi-04-22-17\">10.21243/mi-04-22-17</a>.","short":"S. Bonanati, H.M. Buhl, L. Gerhardts, A.-M. Kamin, D. Meister, Medienimpulse 60 (2022).","bibtex":"@article{Bonanati_Buhl_Gerhardts_Kamin_Meister_2022, title={Digitale häusliche Lernumgebung: Prädiktoren und Effekte elterlicher Unterstützung beim Lernen mit digitalen Medien}, volume={60}, DOI={<a href=\"https://doi.org/10.21243/mi-04-22-17\">10.21243/mi-04-22-17</a>}, number={4}, journal={Medienimpulse}, author={Bonanati, Sabrina and Buhl, Heike M. and Gerhardts, Lara and Kamin, Anna-Maria and Meister, Dorothee}, year={2022} }"},"date_updated":"2025-08-12T07:56:50Z","oa":"1","volume":60,"date_created":"2023-01-03T13:46:58Z","author":[{"full_name":"Bonanati, Sabrina","last_name":"Bonanati","first_name":"Sabrina"},{"first_name":"Heike M.","last_name":"Buhl","id":"27152","full_name":"Buhl, Heike M."},{"first_name":"Lara","last_name":"Gerhardts","full_name":"Gerhardts, Lara"},{"first_name":"Anna-Maria","last_name":"Kamin","full_name":"Kamin, Anna-Maria"},{"id":"346","full_name":"Meister, Dorothee","last_name":"Meister","orcid":"orcid.org/0000-0002-9685-4988","first_name":"Dorothee"}],"title":"Digitale häusliche Lernumgebung: Prädiktoren und Effekte elterlicher Unterstützung beim Lernen mit digitalen Medien","doi":"10.21243/mi-04-22-17","main_file_link":[{"url":"https://journals.univie.ac.at/index.php/mp/article/view/7683","open_access":"1"}],"publication":"Medienimpulse","type":"journal_article","status":"public","_id":"35143","project":[{"name":"DigHomE: DigHomE: Digital Home Learning Environment – Gelingensbedingungen elterlicher Unterstützung bei der informationsorientierten Internetnutzung","_id":"378","grant_number":"01JD1814A"}],"department":[{"_id":"427"}],"user_id":"90826","language":[{"iso":"ger"}]},{"main_file_link":[{"open_access":"1","url":"https://www.pedocs.de/volltexte/2023/25631/pdf/Jlb_2022_2_Hilkenmeier_et_al_Foerderung_von_motivierenden.pdf"}],"title":"Förderung von motivierenden Gesprächsstrategien im Elterngespräch. 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Workshop für Lehrkräfte und Studierende.” <i>Journal für LehrerInnenbildung</i> 22, no. 2 (2022): 40–51.","ieee":"J. Hilkenmeier, C. Greiner, S. Bonanati, and H. M. Buhl, “Förderung von motivierenden Gesprächsstrategien im Elterngespräch. Workshop für Lehrkräfte und Studierende,” <i>Journal für LehrerInnenbildung</i>, vol. 22, no. 2, pp. 40–51, 2022.","apa":"Hilkenmeier, J., Greiner, C., Bonanati, S., &#38; Buhl, H. M. (2022). Förderung von motivierenden Gesprächsstrategien im Elterngespräch. Workshop für Lehrkräfte und Studierende. <i>Journal für LehrerInnenbildung</i>, <i>22</i>(2), 40–51.","bibtex":"@article{Hilkenmeier_Greiner_Bonanati_Buhl_2022, title={Förderung von motivierenden Gesprächsstrategien im Elterngespräch. Workshop für Lehrkräfte und Studierende}, volume={22}, number={2}, journal={Journal für LehrerInnenbildung}, author={Hilkenmeier, Johanna and Greiner, Christian and Bonanati, Sabrina and Buhl, Heike M.}, year={2022}, pages={40–51} }","short":"J. Hilkenmeier, C. Greiner, S. Bonanati, H.M. Buhl, Journal für LehrerInnenbildung 22 (2022) 40–51.","mla":"Hilkenmeier, Johanna, et al. “Förderung von motivierenden Gesprächsstrategien im Elterngespräch. Workshop für Lehrkräfte und Studierende.” <i>Journal für LehrerInnenbildung</i>, vol. 22, no. 2, 2022, pp. 40–51."},"year":"2022","issue":"2","publication_status":"published","language":[{"iso":"ger"}],"department":[{"_id":"427"}],"user_id":"90826","_id":"41482","project":[{"name":"Elternsprechtage - Kooperation zwischen Elternhaus und Schule","_id":"382"}],"status":"public","publication":"Journal für LehrerInnenbildung","type":"journal_article"},{"conference":{"location":"Duisburg","end_date":"23.06.2022","start_date":"23.06.2022","name":"14. 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Wissenschaftsforum Mobilität, Duisburg."},"year":"2022","place":"Duisburg, Germany","language":[{"iso":"eng"}],"user_id":"44763","department":[{"_id":"321"},{"_id":"149"}],"_id":"32875","status":"public","type":"conference_abstract","publication":"14. Wissenschaftsforum Mobilität"},{"title":"Rezension zu: „Essen im antiken Judentum und Urchristentum: Diskurse zur sozialen Bedeutung von Tischgemeinschaft, Speiseverboten und Reinheitsvorschriften” ","date_updated":"2025-08-22T12:37:05Z","author":[{"first_name":"Claudia Dorit","id":"94584","full_name":"Bergmann, Claudia Dorit","last_name":"Bergmann"}],"date_created":"2025-02-11T15:56:54Z","volume":53,"year":"2022","citation":{"chicago":"Bergmann, Claudia Dorit. “Rezension Zu: „Essen Im Antiken Judentum Und Urchristentum: Diskurse Zur Sozialen Bedeutung von Tischgemeinschaft, Speiseverboten Und Reinheitsvorschriften” .” <i>Journal for the Study of Judaism</i>, 2022.","ieee":"C. D. Bergmann, “Rezension zu: „Essen im antiken Judentum und Urchristentum: Diskurse zur sozialen Bedeutung von Tischgemeinschaft, Speiseverboten und Reinheitsvorschriften” ,” <i>Journal for the Study of Judaism</i>, vol. 53, no. 2. 2022.","ama":"Bergmann CD. Rezension zu: „Essen im antiken Judentum und Urchristentum: Diskurse zur sozialen Bedeutung von Tischgemeinschaft, Speiseverboten und Reinheitsvorschriften” . <i>Journal for the Study of Judaism</i>. 2022;53(2).","short":"C.D. 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In <i>Journal for the Study of Judaism</i> (Vol. 53, Issue 2)."},"intvolume":"        53","issue":"2","language":[{"iso":"eng"}],"_id":"58584","user_id":"94584","status":"public","type":"review","publication":"Journal for the Study of Judaism"},{"publisher":"transcript ","date_updated":"2025-08-27T17:45:24Z","date_created":"2023-01-31T15:27:33Z","author":[{"first_name":"Beate","full_name":"Flath, Beate","id":"58896","orcid":"https://orcid.org/0000-0002-1648-0796","last_name":"Flath"}],"title":"Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events","publication_identifier":{"unknown":["978-3-8394-5323-0"]},"publication_status":"published","year":"2022","page":"83-96","citation":{"chicago":"Flath, Beate. “Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events.” In <i>Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik </i>, edited by Beate  Flath, Ina  Heinrich, Christoph  Jacke , Heinrich Klingmann, and Maryam  Momen Pour Tafreshi, 83–96. transcript , 2022.","ieee":"B. Flath, “Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events,” in <i>Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik </i>, B. Flath, I. Heinrich, C. Jacke , H. Klingmann, and M. Momen Pour Tafreshi, Eds. transcript , 2022, pp. 83–96.","ama":"Flath B. Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events. In: Flath B, Heinrich I, Jacke  C, Klingmann H, Momen Pour Tafreshi M, eds. <i>Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik </i>. transcript ; 2022:83-96.","apa":"Flath, B. (2022). Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events. In B. Flath, I. Heinrich, C. Jacke , H. Klingmann, &#38; M. Momen Pour Tafreshi (Eds.), <i>Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik </i> (pp. 83–96). transcript .","mla":"Flath, Beate. “Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. Überlegungen zum Vermittlungs- und Moderationspotential von Events.” <i>Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik </i>, edited by Beate  Flath et al., transcript , 2022, pp. 83–96.","short":"B. Flath, in: B. Flath, I. Heinrich, C. Jacke , H. Klingmann, M. Momen Pour Tafreshi (Eds.), Druckwellen. Eskalationskulturen und Kultureskalationen in Pop, Gesellschaft und Politik , transcript , 2022, pp. 83–96.","bibtex":"@inbook{Flath_2022, title={Transdisziplinäre Eventforschung als Möglichkeitswissenschaft. 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Konturen, Konzepte und Grenzen der Transferidee.” <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, edited by Anda-Lisa Harmening et al., vol. 1, Herder, 2022, pp. 11–48.","short":"A.-L. Harmening, S. Leinfellner, R. Meier, in: A.-L. Harmening, S. Leinfellner, R. Meier (Eds.), Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung, Herder, Darmstadt, 2022, pp. 11–48.","bibtex":"@inbook{Harmening_Leinfellner_Meier_2022, place={Darmstadt}, series={Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften}, title={Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee}, volume={1}, booktitle={Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung}, publisher={Herder}, author={Harmening, Anda-Lisa and Leinfellner, Stefanie and Meier, Rebecca}, editor={Harmening, Anda-Lisa and Leinfellner, Stefanie and Meier, Rebecca}, year={2022}, pages={11–48}, collection={Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften} }","apa":"Harmening, A.-L., Leinfellner, S., &#38; Meier, R. (2022). Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee. In A.-L. Harmening, S. Leinfellner, &#38; R. Meier (Eds.), <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i> (Vol. 1, pp. 11–48). Herder.","chicago":"Harmening, Anda-Lisa, Stefanie Leinfellner, and Rebecca Meier. “Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee.” In <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, edited by Anda-Lisa Harmening, Stefanie Leinfellner, and Rebecca Meier, 1:11–48. Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften. Darmstadt: Herder, 2022.","ieee":"A.-L. Harmening, S. Leinfellner, and R. Meier, “Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee,” in <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, vol. 1, A.-L. Harmening, S. Leinfellner, and R. Meier, Eds. Darmstadt: Herder, 2022, pp. 11–48.","ama":"Harmening A-L, Leinfellner S, Meier R. Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee. In: Harmening A-L, Leinfellner S, Meier R, eds. <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>. Vol 1. Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften. Herder; 2022:11-48."},"publication_identifier":{"isbn":["978-3-534-27585-4"]},"publication_status":"published","main_file_link":[{"url":"https://ris.uni-paderborn.de/download/36253/36254/ARTK_ZOA_1029465_0001.pdf","open_access":"1"}],"oa":"1","date_updated":"2025-08-28T09:44:22Z","volume":1,"author":[{"first_name":"Anda-Lisa","id":"48437","full_name":"Harmening, Anda-Lisa","last_name":"Harmening"},{"full_name":"Leinfellner, Stefanie","id":"15313","last_name":"Leinfellner","first_name":"Stefanie"},{"first_name":"Rebecca","full_name":"Meier, Rebecca","id":"38887","last_name":"Meier"}],"publication":"Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung","language":[{"iso":"ger"}],"year":"2022","title":"Wissenstransfer aus kulturwissenschaftlicher Perspektive. Konturen, Konzepte und Grenzen der Transferidee","publisher":"Herder","date_created":"2025-02-21T10:06:22Z"},{"user_id":"15313","series_title":"Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften","_id":"58751","type":"book_chapter","status":"public","editor":[{"last_name":"Harmening","full_name":"Harmening, Anda-Lisa","first_name":"Anda-Lisa"},{"full_name":"Leinfellner, Stefanie","last_name":"Leinfellner","first_name":"Stefanie"},{"first_name":"Rebecca","full_name":"Meier, Rebecca","last_name":"Meier"}],"author":[{"last_name":"Harmening","id":"48437","full_name":"Harmening, Anda-Lisa","first_name":"Anda-Lisa"},{"first_name":"Stefanie","id":"15313","full_name":"Leinfellner, Stefanie","last_name":"Leinfellner"},{"last_name":"Meier","full_name":"Meier, Rebecca","id":"38887","first_name":"Rebecca"}],"volume":1,"date_updated":"2025-08-28T09:44:27Z","oa":"1","main_file_link":[{"url":"https://ris.uni-paderborn.de/download/36253/36254/ARTK_ZOA_1029465_0001.pdf","open_access":"1"}],"publication_status":"published","publication_identifier":{"isbn":["978-3-534-27585-4"]},"citation":{"short":"A.-L. Harmening, S. Leinfellner, R. Meier, in: A.-L. Harmening, S. Leinfellner, R. Meier (Eds.), Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung, Herder, Darmstadt, 2022, pp. 7–9.","bibtex":"@inbook{Harmening_Leinfellner_Meier_2022, place={Darmstadt}, series={Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften}, title={Einleitung}, volume={1}, booktitle={Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung}, publisher={Herder}, author={Harmening, Anda-Lisa and Leinfellner, Stefanie and Meier, Rebecca}, editor={Harmening, Anda-Lisa and Leinfellner, Stefanie and Meier, Rebecca}, year={2022}, pages={7–9}, collection={Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften} }","mla":"Harmening, Anda-Lisa, et al. “Einleitung.” <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, edited by Anda-Lisa Harmening et al., vol. 1, Herder, 2022, pp. 7–9.","apa":"Harmening, A.-L., Leinfellner, S., &#38; Meier, R. (2022). Einleitung. In A.-L. Harmening, S. Leinfellner, &#38; R. Meier (Eds.), <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i> (Vol. 1, pp. 7–9). Herder.","ama":"Harmening A-L, Leinfellner S, Meier R. Einleitung. In: Harmening A-L, Leinfellner S, Meier R, eds. <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>. Vol 1. Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften. Herder; 2022:7-9.","chicago":"Harmening, Anda-Lisa, Stefanie Leinfellner, and Rebecca Meier. “Einleitung.” In <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, edited by Anda-Lisa Harmening, Stefanie Leinfellner, and Rebecca Meier, 1:7–9. Interdisziplinäre Studien des Paderborner Graduiertenzentrums für Kulturwissenschaften. Darmstadt: Herder, 2022.","ieee":"A.-L. Harmening, S. Leinfellner, and R. Meier, “Einleitung,” in <i>Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung</i>, vol. 1, A.-L. Harmening, S. Leinfellner, and R. Meier, Eds. Darmstadt: Herder, 2022, pp. 7–9."},"page":"7 - 9","intvolume":"         1","place":"Darmstadt","language":[{"iso":"ger"}],"publication":"Wissenstransfer. Aufgabe, Herausforderung und Chance kulturwissenschaftlicher Forschung","date_created":"2025-02-21T10:12:04Z","publisher":"Herder","title":"Einleitung","year":"2022"},{"publication":"Zeitschrift für deutsche Philologie ","type":"review","status":"public","_id":"61094","user_id":"104","language":[{"iso":"ger"}],"publication_status":"published","issue":"H. 1","year":"2022","place":"Berlin","page":"631-633","intvolume":"       142","citation":{"apa":"Eke, N. (2022). [zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. . In <i>Zeitschrift für deutsche Philologie </i> (Vol. 142, Issue H. 1, pp. 631–633). Jüdischer Verlag.","mla":"Eke, Norbert. “[zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. .” <i>Zeitschrift für deutsche Philologie </i>, vol. 142, no. H. 1, Jüdischer Verlag, 2022, pp. 631–33.","short":"N. Eke, Zeitschrift für deutsche Philologie  142 (2022) 631–633.","bibtex":"@article{Eke_2022, place={Berlin}, title={[zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. }, volume={142}, number={H. 1}, journal={Zeitschrift für deutsche Philologie }, publisher={Jüdischer Verlag}, author={Eke, Norbert}, year={2022}, pages={631–633} }","ama":"Eke N. [zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. . <i>Zeitschrift für deutsche Philologie </i>. 2022;142(H. 1):631-633.","ieee":"N. Eke, “[zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. ,” <i>Zeitschrift für deutsche Philologie </i>, vol. 142, no. H. 1. Jüdischer Verlag, Berlin, pp. 631–633, 2022.","chicago":"Eke, Norbert. “[zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. .” <i>Zeitschrift für deutsche Philologie </i>. Berlin: Jüdischer Verlag, 2022."},"date_updated":"2025-08-29T10:24:59Z","publisher":"Jüdischer Verlag","volume":142,"date_created":"2025-08-29T10:24:56Z","author":[{"last_name":"Eke","id":"104","full_name":"Eke, Norbert","first_name":"Norbert"}],"title":"[zu:] Louis Ginzberg: Die Legenden der Juden. Hg. von Andreas Kilcher und Joanna Nowotny. "},{"language":[{"iso":"ger"}],"_id":"31690","user_id":"53917","department":[{"_id":"424"}],"editor":[{"first_name":"Stefanie","last_name":"Haacke-Werron","full_name":"Haacke-Werron, Stefanie"},{"first_name":"Andrea","last_name":"Karsten","orcid":"0000-0003-0194-2000","full_name":"Karsten, Andrea","id":"53917"},{"first_name":"Ingrid","full_name":"Scharlau, Ingrid","id":"451","orcid":"0000-0003-2364-9489","last_name":"Scharlau"}],"status":"public","type":"book_editor","title":"Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven","main_file_link":[{"open_access":"1"}],"date_updated":"2025-09-10T10:56:15Z","oa":"1","publisher":"wbv","date_created":"2022-06-06T23:43:08Z","place":"Bielefeld","year":"2022","citation":{"apa":"Haacke-Werron, S., Karsten, A., &#38; Scharlau, I. (Eds.). (2022). <i>Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven</i>. wbv.","bibtex":"@book{Haacke-Werron_Karsten_Scharlau_2022, place={Bielefeld}, title={Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven}, publisher={wbv}, year={2022} }","short":"S. Haacke-Werron, A. Karsten, I. Scharlau, eds., Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven, wbv, Bielefeld, 2022.","mla":"Haacke-Werron, Stefanie, et al., editors. <i>Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven</i>. wbv, 2022.","ama":"Haacke-Werron S, Karsten A, Scharlau I, eds. <i>Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven</i>. wbv; 2022.","ieee":"S. Haacke-Werron, A. Karsten, and I. Scharlau, Eds., <i>Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven</i>. Bielefeld: wbv, 2022.","chicago":"Haacke-Werron, Stefanie, Andrea Karsten, and Ingrid Scharlau, eds. <i>Reflexive Schreibwissenschaft. Disziplinäre und praktische Perspektiven</i>. Bielefeld: wbv, 2022."},"publication_status":"published"},{"citation":{"chicago":"Aschebrock, Kathrin. “Gedankensprung unterstützt exekutive Funktionen.” <i>Forum Kinder- und Jugendsport</i> 3, no. 2 (2022): 150–53. <a href=\"https://doi.org/10.1007/s43594-022-00081-w\">https://doi.org/10.1007/s43594-022-00081-w</a>.","ieee":"K. Aschebrock, “Gedankensprung unterstützt exekutive Funktionen,” <i>Forum Kinder- und Jugendsport</i>, vol. 3, no. 2, pp. 150–153, 2022, doi: <a href=\"https://doi.org/10.1007/s43594-022-00081-w\">10.1007/s43594-022-00081-w</a>.","ama":"Aschebrock K. Gedankensprung unterstützt exekutive Funktionen. <i>Forum Kinder- und Jugendsport</i>. 2022;3(2):150-153. doi:<a href=\"https://doi.org/10.1007/s43594-022-00081-w\">10.1007/s43594-022-00081-w</a>","mla":"Aschebrock, Kathrin. “Gedankensprung unterstützt exekutive Funktionen.” <i>Forum Kinder- und Jugendsport</i>, vol. 3, no. 2, Springer Science and Business Media LLC, 2022, pp. 150–53, doi:<a href=\"https://doi.org/10.1007/s43594-022-00081-w\">10.1007/s43594-022-00081-w</a>.","short":"K. Aschebrock, Forum Kinder- und Jugendsport 3 (2022) 150–153.","bibtex":"@article{Aschebrock_2022, title={Gedankensprung unterstützt exekutive Funktionen}, volume={3}, DOI={<a href=\"https://doi.org/10.1007/s43594-022-00081-w\">10.1007/s43594-022-00081-w</a>}, number={2}, journal={Forum Kinder- und Jugendsport}, publisher={Springer Science and Business Media LLC}, author={Aschebrock, Kathrin}, year={2022}, pages={150–153} }","apa":"Aschebrock, K. (2022). Gedankensprung unterstützt exekutive Funktionen. <i>Forum Kinder- und Jugendsport</i>, <i>3</i>(2), 150–153. <a href=\"https://doi.org/10.1007/s43594-022-00081-w\">https://doi.org/10.1007/s43594-022-00081-w</a>"},"page":"150-153","intvolume":"         3","year":"2022","issue":"2","publication_status":"published","publication_identifier":{"issn":["2730-7212","2730-7220"]},"doi":"10.1007/s43594-022-00081-w","title":"Gedankensprung unterstützt exekutive Funktionen","author":[{"full_name":"Aschebrock, Kathrin","id":"121815","last_name":"Aschebrock","first_name":"Kathrin"}],"date_created":"2025-09-10T13:47:08Z","volume":3,"date_updated":"2025-09-10T13:57:36Z","publisher":"Springer Science and Business Media LLC","status":"public","type":"journal_article","publication":"Forum Kinder- und Jugendsport","alternative_title":["Projektvorstellung: Einsatz kognitiv förderlicher Spielformen im offenen Ganztag","Project presentation: Use of cognitively beneficial forms of play in open all-day activities"],"language":[{"iso":"ger"}],"user_id":"121815","_id":"61167"},{"_id":"32509","project":[{"_id":"410","name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale"}],"department":[{"_id":"34"}],"user_id":"83392","file_date_updated":"2022-12-22T15:45:29Z","popular_science":"1","type":"conference","editor":[{"first_name":"Ulrike","full_name":"Sattler, Ulrike","last_name":"Sattler"},{"full_name":"Hogan, Aidan","last_name":"Hogan","first_name":"Aidan"},{"last_name":"Keet","full_name":"Keet, Maria","first_name":"Maria"},{"first_name":"Valentina","full_name":"Presutti, Valentina","last_name":"Presutti"}],"status":"public","date_updated":"2025-09-11T09:37:16Z","author":[{"first_name":"Umair","id":"83392","full_name":"Qudus, Umair","last_name":"Qudus","orcid":"0000-0001-6714-8729"},{"full_name":"Röder, Michael","id":"67199","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","first_name":"Michael"},{"full_name":"Saleem, Muhammad","last_name":"Saleem","first_name":"Muhammad"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"doi":"10.1007/978-3-031-19433-7_27","conference":{"location":"Hanghzou, China","end_date":"2022-10-27","start_date":"2022-10-23","name":"International Semantic Web Conference (ISWC)"},"publication_identifier":{"isbn":["978-3-031-19433-7"]},"has_accepted_license":"1","publication_status":"accepted","place":"Cham","page":"462--480","citation":{"chicago":"Qudus, Umair, Michael Röder, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs.” In <i>The Semantic Web -- ISWC 2022</i>, edited by Ulrike Sattler, Aidan Hogan, Maria Keet, and Valentina Presutti, 462--480. Cham: Springer International Publishing, n.d. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">https://doi.org/10.1007/978-3-031-19433-7_27</a>.","ieee":"U. Qudus, M. Röder, M. Saleem, and A.-C. Ngonga Ngomo, “HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs,” in <i>The Semantic Web -- ISWC 2022</i>, Hanghzou, China, pp. 462--480, doi: <a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">10.1007/978-3-031-19433-7_27</a>.","ama":"Qudus U, Röder M, Saleem M, Ngonga Ngomo A-C. HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs. In: Sattler U, Hogan A, Keet M, Presutti V, eds. <i>The Semantic Web -- ISWC 2022</i>. Springer International Publishing; :462--480. doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">10.1007/978-3-031-19433-7_27</a>","bibtex":"@inproceedings{Qudus_Röder_Saleem_Ngonga Ngomo, place={Cham}, title={HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">10.1007/978-3-031-19433-7_27</a>}, booktitle={The Semantic Web -- ISWC 2022}, publisher={Springer International Publishing}, author={Qudus, Umair and Röder, Michael and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, editor={Sattler, Ulrike and Hogan, Aidan and Keet, Maria and Presutti, Valentina}, pages={462--480} }","mla":"Qudus, Umair, et al. “HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs.” <i>The Semantic Web -- ISWC 2022</i>, edited by Ulrike Sattler et al., Springer International Publishing, pp. 462--480, doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">10.1007/978-3-031-19433-7_27</a>.","short":"U. Qudus, M. Röder, M. Saleem, A.-C. Ngonga Ngomo, in: U. Sattler, A. Hogan, M. Keet, V. Presutti (Eds.), The Semantic Web -- ISWC 2022, Springer International Publishing, Cham, n.d., pp. 462--480.","apa":"Qudus, U., Röder, M., Saleem, M., &#38; Ngonga Ngomo, A.-C. (n.d.). HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs. In U. Sattler, A. Hogan, M. Keet, &#38; V. Presutti (Eds.), <i>The Semantic Web -- ISWC 2022</i> (pp. 462--480). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_27\">https://doi.org/10.1007/978-3-031-19433-7_27</a>"},"keyword":["fact checking · ensemble learning · knowledge graph veracit"],"ddc":["000"],"language":[{"iso":"eng"}],"publication":"The Semantic Web -- ISWC 2022","abstract":[{"lang":"eng","text":" We consider fact-checking approaches that aim to predict the veracity of assertions in knowledge graphs. Five main categories of fact-checking approaches for knowledge graphs have been proposed in the recent literature, of\r\nwhich each is subject to partially overlapping limitations. In particular, current text-based approaches are limited by manual feature engineering. Path-based and rule-based approaches are limited by their exclusive use of knowledge graphs as background knowledge, and embedding-based approaches suffer from low accuracy scores on current fact-checking tasks. We propose a hybrid approach—dubbed HybridFC—that exploits the diversity of existing categories of fact-checking approaches within an ensemble learning setting to achieve a significantly better prediction performance. In particular, our approach outperforms the state of the art by 0.14 to 0.27 in terms of Area Under the Receiver Operating Characteristic curve on the FactBench dataset. Our code is open-source and can be found at https://github.com/dice-group/HybridFC."}],"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2022-12-22T15:45:29Z","date_created":"2022-12-22T15:45:29Z","creator":"uqudus","file_size":296218,"file_id":"34853","file_name":"hybrid_fact_check_iswc2022.pdf","access_level":"closed"}],"publisher":"Springer International Publishing","date_created":"2022-08-02T11:56:03Z","title":"HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs","quality_controlled":"1","year":"2022"},{"doi":"10.3389/fcomp.2022.744574","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2025-09-11T10:17:11Z","volume":4,"author":[{"first_name":"Agnes","full_name":"Axelsson, Agnes","last_name":"Axelsson"},{"full_name":"Buschmeier, Hendrik","id":"76456","orcid":"0000-0002-9613-5713","last_name":"Buschmeier","first_name":"Hendrik"},{"full_name":"Skantze, Gabriel","last_name":"Skantze","first_name":"Gabriel"}],"intvolume":"         4","citation":{"apa":"Axelsson, A., Buschmeier, H., &#38; Skantze, G. (2022). Modeling Feedback in Interaction With Conversational Agents—A Review. <i>Frontiers in Computer Science</i>, <i>4</i>. <a href=\"https://doi.org/10.3389/fcomp.2022.744574\">https://doi.org/10.3389/fcomp.2022.744574</a>","mla":"Axelsson, Agnes, et al. “Modeling Feedback in Interaction With Conversational Agents—A Review.” <i>Frontiers in Computer Science</i>, vol. 4, Frontiers Media SA, 2022, doi:<a href=\"https://doi.org/10.3389/fcomp.2022.744574\">10.3389/fcomp.2022.744574</a>.","short":"A. Axelsson, H. Buschmeier, G. Skantze, Frontiers in Computer Science 4 (2022).","bibtex":"@article{Axelsson_Buschmeier_Skantze_2022, title={Modeling Feedback in Interaction With Conversational Agents—A Review}, volume={4}, DOI={<a href=\"https://doi.org/10.3389/fcomp.2022.744574\">10.3389/fcomp.2022.744574</a>}, journal={Frontiers in Computer Science}, publisher={Frontiers Media SA}, author={Axelsson, Agnes and Buschmeier, Hendrik and Skantze, Gabriel}, year={2022} }","ieee":"A. Axelsson, H. Buschmeier, and G. Skantze, “Modeling Feedback in Interaction With Conversational Agents—A Review,” <i>Frontiers in Computer Science</i>, vol. 4, 2022, doi: <a href=\"https://doi.org/10.3389/fcomp.2022.744574\">10.3389/fcomp.2022.744574</a>.","chicago":"Axelsson, Agnes, Hendrik Buschmeier, and Gabriel Skantze. “Modeling Feedback in Interaction With Conversational Agents—A Review.” <i>Frontiers in Computer Science</i> 4 (2022). <a href=\"https://doi.org/10.3389/fcomp.2022.744574\">https://doi.org/10.3389/fcomp.2022.744574</a>.","ama":"Axelsson A, Buschmeier H, Skantze G. Modeling Feedback in Interaction With Conversational Agents—A Review. <i>Frontiers in Computer Science</i>. 2022;4. doi:<a href=\"https://doi.org/10.3389/fcomp.2022.744574\">10.3389/fcomp.2022.744574</a>"},"publication_identifier":{"issn":["2624-9898"]},"publication_status":"published","extern":"1","_id":"51342","project":[{"_id":"112","name":"TRR 318 - A02: TRR 318 - Verstehensprozess einer Erklärung beobachten und auswerten (Teilprojekt A02)"}],"user_id":"76456","status":"public","type":"journal_article","title":"Modeling Feedback in Interaction With Conversational Agents—A Review","publisher":"Frontiers Media SA","date_created":"2024-02-14T08:46:21Z","year":"2022","quality_controlled":"1","keyword":["General Medicine"],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Intelligent agents interacting with humans through conversation (such as a robot, embodied conversational agent, or chatbot) need to receive feedback from the human to make sure that its communicative acts have the intended consequences. At the same time, the human interacting with the agent will also seek feedback, in order to ensure that her communicative acts have the intended consequences. In this review article, we give an overview of past and current research on how intelligent agents should be able to both give meaningful feedback toward humans, as well as understanding feedback given by the users. The review covers feedback across different modalities (e.g., speech, head gestures, gaze, and facial expression), different forms of feedback (e.g., backchannels, clarification requests), and models for allowing the agent to assess the user's level of understanding and adapt its behavior accordingly. Finally, we analyse some shortcomings of current approaches to modeling feedback, and identify important directions for future research."}],"publication":"Frontiers in Computer Science"},{"user_id":"37157","department":[{"_id":"209"},{"_id":"33"}],"_id":"45920","alternative_title":["Eine Analyse der Darstellung des Sattler- und Sattlerinnenberufs im Zeitverlauf. An Analysis of the Depiction of the Saddler Profession over Time"],"language":[{"iso":"ger"}],"keyword":["Applied Mathematics","General Mathematics"],"type":"journal_article","publication":"Zeitschrift für Berufs- und Wirtschaftspädagogik","status":"public","date_created":"2023-07-10T09:37:58Z","author":[{"last_name":"Liszt-Rohlf","full_name":"Liszt-Rohlf, Verena","first_name":"Verena"},{"last_name":"Wochnik","full_name":"Wochnik, Markus","first_name":"Markus"},{"first_name":"Franziska","full_name":"Schwabl, Franziska","id":"37157","last_name":"Schwabl"}],"volume":118,"publisher":"Wissenschaftliche Verlagsgesellschaft mbH","date_updated":"2025-09-11T10:52:07Z","doi":"10.25162/zbw-2022-0011","title":"Alte Fotografien, neue Erkenntnisse","issue":"2","publication_status":"published","publication_identifier":{"issn":["0172-2875","2366-2433"]},"citation":{"ama":"Liszt-Rohlf V, Wochnik M, Schwabl F. Alte Fotografien, neue Erkenntnisse. <i>Zeitschrift für Berufs- und Wirtschaftspädagogik</i>. 2022;118(2):261-295. doi:<a href=\"https://doi.org/10.25162/zbw-2022-0011\">10.25162/zbw-2022-0011</a>","ieee":"V. Liszt-Rohlf, M. Wochnik, and F. Schwabl, “Alte Fotografien, neue Erkenntnisse,” <i>Zeitschrift für Berufs- und Wirtschaftspädagogik</i>, vol. 118, no. 2, pp. 261–295, 2022, doi: <a href=\"https://doi.org/10.25162/zbw-2022-0011\">10.25162/zbw-2022-0011</a>.","chicago":"Liszt-Rohlf, Verena, Markus Wochnik, and Franziska Schwabl. “Alte Fotografien, neue Erkenntnisse.” <i>Zeitschrift für Berufs- und Wirtschaftspädagogik</i> 118, no. 2 (2022): 261–95. <a href=\"https://doi.org/10.25162/zbw-2022-0011\">https://doi.org/10.25162/zbw-2022-0011</a>.","short":"V. Liszt-Rohlf, M. Wochnik, F. Schwabl, Zeitschrift für Berufs- und Wirtschaftspädagogik 118 (2022) 261–295.","mla":"Liszt-Rohlf, Verena, et al. “Alte Fotografien, neue Erkenntnisse.” <i>Zeitschrift für Berufs- und Wirtschaftspädagogik</i>, vol. 118, no. 2, Wissenschaftliche Verlagsgesellschaft mbH, 2022, pp. 261–95, doi:<a href=\"https://doi.org/10.25162/zbw-2022-0011\">10.25162/zbw-2022-0011</a>.","bibtex":"@article{Liszt-Rohlf_Wochnik_Schwabl_2022, title={Alte Fotografien, neue Erkenntnisse}, volume={118}, DOI={<a href=\"https://doi.org/10.25162/zbw-2022-0011\">10.25162/zbw-2022-0011</a>}, number={2}, journal={Zeitschrift für Berufs- und Wirtschaftspädagogik}, publisher={Wissenschaftliche Verlagsgesellschaft mbH}, author={Liszt-Rohlf, Verena and Wochnik, Markus and Schwabl, Franziska}, year={2022}, pages={261–295} }","apa":"Liszt-Rohlf, V., Wochnik, M., &#38; Schwabl, F. (2022). Alte Fotografien, neue Erkenntnisse. <i>Zeitschrift für Berufs- und Wirtschaftspädagogik</i>, <i>118</i>(2), 261–295. <a href=\"https://doi.org/10.25162/zbw-2022-0011\">https://doi.org/10.25162/zbw-2022-0011</a>"},"page":"261-295","intvolume":"       118","year":"2022"}]