[{"doi":"10.1111/cgf.14605","author":[{"last_name":"Khanteimouri","full_name":"Khanteimouri, Payam","first_name":"Payam"},{"first_name":"Manish","full_name":"Mandad, Manish","last_name":"Mandad"},{"orcid":"0000-0003-2340-3462","last_name":"Campen","full_name":"Campen, Marcel","id":"114904","first_name":"Marcel"}],"volume":41,"date_updated":"2025-07-14T12:46:58Z","citation":{"chicago":"Khanteimouri, Payam, Manish Mandad, and Marcel Campen. “Rational Bézier Guarding.” <i>Computer Graphics Forum</i> 41, no. 5 (2022): 89–99. <a href=\"https://doi.org/10.1111/cgf.14605\">https://doi.org/10.1111/cgf.14605</a>.","ieee":"P. Khanteimouri, M. Mandad, and M. Campen, “Rational Bézier Guarding,” <i>Computer Graphics Forum</i>, vol. 41, no. 5, pp. 89–99, 2022, doi: <a href=\"https://doi.org/10.1111/cgf.14605\">10.1111/cgf.14605</a>.","ama":"Khanteimouri P, Mandad M, Campen M. Rational Bézier Guarding. <i>Computer Graphics Forum</i>. 2022;41(5):89-99. doi:<a href=\"https://doi.org/10.1111/cgf.14605\">10.1111/cgf.14605</a>","bibtex":"@article{Khanteimouri_Mandad_Campen_2022, title={Rational Bézier Guarding}, volume={41}, DOI={<a href=\"https://doi.org/10.1111/cgf.14605\">10.1111/cgf.14605</a>}, number={5}, journal={Computer Graphics Forum}, publisher={Wiley}, author={Khanteimouri, Payam and Mandad, Manish and Campen, Marcel}, year={2022}, pages={89–99} }","mla":"Khanteimouri, Payam, et al. “Rational Bézier Guarding.” <i>Computer Graphics Forum</i>, vol. 41, no. 5, Wiley, 2022, pp. 89–99, doi:<a href=\"https://doi.org/10.1111/cgf.14605\">10.1111/cgf.14605</a>.","short":"P. Khanteimouri, M. Mandad, M. Campen, Computer Graphics Forum 41 (2022) 89–99.","apa":"Khanteimouri, P., Mandad, M., &#38; Campen, M. (2022). Rational Bézier Guarding. <i>Computer Graphics Forum</i>, <i>41</i>(5), 89–99. <a href=\"https://doi.org/10.1111/cgf.14605\">https://doi.org/10.1111/cgf.14605</a>"},"page":"89-99","intvolume":"        41","publication_status":"published","publication_identifier":{"issn":["0167-7055","1467-8659"]},"extern":"1","user_id":"117512","department":[{"_id":"969"}],"_id":"60368","status":"public","type":"journal_article","title":"Rational Bézier Guarding","date_created":"2025-06-25T08:56:35Z","publisher":"Wiley","year":"2022","issue":"5","language":[{"iso":"eng"}],"abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>We present a reliable method to generate planar meshes of nonlinear rational triangular elements. The elements are guaranteed to be valid, i.e. defined by injective rational functions. The mesh is guaranteed to conform exactly, without geometric error, to arbitrary rational domain boundary and feature curves. The method generalizes the recent Bézier Guarding technique, which is applicable only to polynomial curves and elements. This generalization enables the accurate handling of practically important cases involving, for instance, circular or elliptic arcs and NURBS curves, which cannot be matched by polynomial elements. Furthermore, although many practical scenarios are concerned with rational functions of quadratic and cubic degree only, our method is fully general and supports arbitrary degree. We demonstrate the method on a variety of test cases.</jats:p>","lang":"eng"}],"publication":"Computer Graphics Forum"},{"user_id":"117512","department":[{"_id":"969"}],"_id":"60363","extern":"1","language":[{"iso":"eng"}],"article_number":"102078","type":"journal_article","publication":"Computer Aided Geometric Design","status":"public","author":[{"full_name":"Mandad, Manish","last_name":"Mandad","first_name":"Manish"},{"last_name":"Chen","full_name":"Chen, Ruizhi","first_name":"Ruizhi"},{"last_name":"Bommes","full_name":"Bommes, David","first_name":"David"},{"first_name":"Marcel","full_name":"Campen, Marcel","id":"114904","last_name":"Campen","orcid":"0000-0003-2340-3462"}],"date_created":"2025-06-25T08:44:09Z","volume":94,"publisher":"Elsevier BV","date_updated":"2025-07-14T12:47:12Z","doi":"10.1016/j.cagd.2022.102078","title":"Intrinsic mixed-integer polycubes for hexahedral meshing","publication_status":"published","publication_identifier":{"issn":["0167-8396"]},"citation":{"short":"M. Mandad, R. Chen, D. Bommes, M. Campen, Computer Aided Geometric Design 94 (2022).","bibtex":"@article{Mandad_Chen_Bommes_Campen_2022, title={Intrinsic mixed-integer polycubes for hexahedral meshing}, volume={94}, DOI={<a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">10.1016/j.cagd.2022.102078</a>}, number={102078}, journal={Computer Aided Geometric Design}, publisher={Elsevier BV}, author={Mandad, Manish and Chen, Ruizhi and Bommes, David and Campen, Marcel}, year={2022} }","mla":"Mandad, Manish, et al. “Intrinsic Mixed-Integer Polycubes for Hexahedral Meshing.” <i>Computer Aided Geometric Design</i>, vol. 94, 102078, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">10.1016/j.cagd.2022.102078</a>.","apa":"Mandad, M., Chen, R., Bommes, D., &#38; Campen, M. (2022). Intrinsic mixed-integer polycubes for hexahedral meshing. <i>Computer Aided Geometric Design</i>, <i>94</i>, Article 102078. <a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">https://doi.org/10.1016/j.cagd.2022.102078</a>","chicago":"Mandad, Manish, Ruizhi Chen, David Bommes, and Marcel Campen. “Intrinsic Mixed-Integer Polycubes for Hexahedral Meshing.” <i>Computer Aided Geometric Design</i> 94 (2022). <a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">https://doi.org/10.1016/j.cagd.2022.102078</a>.","ieee":"M. Mandad, R. Chen, D. Bommes, and M. Campen, “Intrinsic mixed-integer polycubes for hexahedral meshing,” <i>Computer Aided Geometric Design</i>, vol. 94, Art. no. 102078, 2022, doi: <a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">10.1016/j.cagd.2022.102078</a>.","ama":"Mandad M, Chen R, Bommes D, Campen M. Intrinsic mixed-integer polycubes for hexahedral meshing. <i>Computer Aided Geometric Design</i>. 2022;94. doi:<a href=\"https://doi.org/10.1016/j.cagd.2022.102078\">10.1016/j.cagd.2022.102078</a>"},"intvolume":"        94","year":"2022"},{"extern":"1","language":[{"iso":"eng"}],"article_number":"102085","department":[{"_id":"969"}],"user_id":"117512","_id":"60365","status":"public","publication":"Computer Aided Geometric Design","type":"journal_article","doi":"10.1016/j.cagd.2022.102085","title":"Angle-bounded 2D mesh simplification","volume":95,"date_created":"2025-06-25T08:50:14Z","author":[{"first_name":"Steffen","id":"116615","full_name":"Hinderink, Steffen","last_name":"Hinderink"},{"full_name":"Mandad, Manish","last_name":"Mandad","first_name":"Manish"},{"id":"114904","full_name":"Campen, Marcel","orcid":"0000-0003-2340-3462","last_name":"Campen","first_name":"Marcel"}],"date_updated":"2025-07-14T12:47:05Z","publisher":"Elsevier BV","intvolume":"        95","citation":{"ieee":"S. Hinderink, M. Mandad, and M. Campen, “Angle-bounded 2D mesh simplification,” <i>Computer Aided Geometric Design</i>, vol. 95, Art. no. 102085, 2022, doi: <a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">10.1016/j.cagd.2022.102085</a>.","chicago":"Hinderink, Steffen, Manish Mandad, and Marcel Campen. “Angle-Bounded 2D Mesh Simplification.” <i>Computer Aided Geometric Design</i> 95 (2022). <a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">https://doi.org/10.1016/j.cagd.2022.102085</a>.","ama":"Hinderink S, Mandad M, Campen M. Angle-bounded 2D mesh simplification. <i>Computer Aided Geometric Design</i>. 2022;95. doi:<a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">10.1016/j.cagd.2022.102085</a>","apa":"Hinderink, S., Mandad, M., &#38; Campen, M. (2022). Angle-bounded 2D mesh simplification. <i>Computer Aided Geometric Design</i>, <i>95</i>, Article 102085. <a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">https://doi.org/10.1016/j.cagd.2022.102085</a>","bibtex":"@article{Hinderink_Mandad_Campen_2022, title={Angle-bounded 2D mesh simplification}, volume={95}, DOI={<a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">10.1016/j.cagd.2022.102085</a>}, number={102085}, journal={Computer Aided Geometric Design}, publisher={Elsevier BV}, author={Hinderink, Steffen and Mandad, Manish and Campen, Marcel}, year={2022} }","mla":"Hinderink, Steffen, et al. “Angle-Bounded 2D Mesh Simplification.” <i>Computer Aided Geometric Design</i>, vol. 95, 102085, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.cagd.2022.102085\">10.1016/j.cagd.2022.102085</a>.","short":"S. Hinderink, M. Mandad, M. Campen, Computer Aided Geometric Design 95 (2022)."},"year":"2022","publication_identifier":{"issn":["0167-8396"]},"publication_status":"published"},{"page":"1-19","intvolume":"        41","citation":{"apa":"Brückler, H., Bommes, D., &#38; Campen, M. (2022). Volume parametrization quantization for hexahedral meshing. <i>ACM Transactions on Graphics</i>, <i>41</i>(4), 1–19. <a href=\"https://doi.org/10.1145/3528223.3530123\">https://doi.org/10.1145/3528223.3530123</a>","mla":"Brückler, Hendrik, et al. “Volume Parametrization Quantization for Hexahedral Meshing.” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, Association for Computing Machinery (ACM), 2022, pp. 1–19, doi:<a href=\"https://doi.org/10.1145/3528223.3530123\">10.1145/3528223.3530123</a>.","short":"H. Brückler, D. Bommes, M. Campen, ACM Transactions on Graphics 41 (2022) 1–19.","bibtex":"@article{Brückler_Bommes_Campen_2022, title={Volume parametrization quantization for hexahedral meshing}, volume={41}, DOI={<a href=\"https://doi.org/10.1145/3528223.3530123\">10.1145/3528223.3530123</a>}, number={4}, journal={ACM Transactions on Graphics}, publisher={Association for Computing Machinery (ACM)}, author={Brückler, Hendrik and Bommes, David and Campen, Marcel}, year={2022}, pages={1–19} }","ama":"Brückler H, Bommes D, Campen M. Volume parametrization quantization for hexahedral meshing. <i>ACM Transactions on Graphics</i>. 2022;41(4):1-19. doi:<a href=\"https://doi.org/10.1145/3528223.3530123\">10.1145/3528223.3530123</a>","ieee":"H. Brückler, D. Bommes, and M. Campen, “Volume parametrization quantization for hexahedral meshing,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, pp. 1–19, 2022, doi: <a href=\"https://doi.org/10.1145/3528223.3530123\">10.1145/3528223.3530123</a>.","chicago":"Brückler, Hendrik, David Bommes, and Marcel Campen. “Volume Parametrization Quantization for Hexahedral Meshing.” <i>ACM Transactions on Graphics</i> 41, no. 4 (2022): 1–19. <a href=\"https://doi.org/10.1145/3528223.3530123\">https://doi.org/10.1145/3528223.3530123</a>."},"publication_identifier":{"issn":["0730-0301","1557-7368"]},"publication_status":"published","doi":"10.1145/3528223.3530123","date_updated":"2025-07-14T12:47:23Z","volume":41,"author":[{"first_name":"Hendrik","last_name":"Brückler","id":"115694","full_name":"Brückler, Hendrik"},{"first_name":"David","last_name":"Bommes","full_name":"Bommes, David"},{"first_name":"Marcel","id":"114904","full_name":"Campen, Marcel","last_name":"Campen","orcid":"0000-0003-2340-3462"}],"status":"public","type":"journal_article","extern":"1","_id":"60372","department":[{"_id":"969"}],"user_id":"117512","year":"2022","issue":"4","title":"Volume parametrization quantization for hexahedral meshing","publisher":"Association for Computing Machinery (ACM)","date_created":"2025-06-25T09:07:20Z","abstract":[{"text":"<jats:p>Developments in the field of parametrization-based quad mesh generation on surfaces have been impactful over the past decade. In this context, an important advance has been the replacement of error-prone rounding in the generation of integer-grid maps, by robust quantization methods. In parallel, parametrization-based hex mesh generation for volumes has been advanced. In this volumetric context, however, the state-of-the-art still relies on fragile rounding, not rarely producing defective meshes, especially when targeting a coarse mesh resolution. We present a method to robustly quantize volume parametrizations, i.e., to determine guaranteed valid choices of integers for 3D integer-grid maps. Inspired by the 2D case, we base our construction on a non-conforming cell decomposition of the volume, a 3D analogue of a T-mesh. In particular, we leverage the motorcycle complex, a recent generalization of the motorcycle graph, for this purpose. Integer values are expressed in a differential manner on the edges of this complex, enabling the efficient formulation of the conditions required to strictly prevent forcing the map into degeneration. Applying our method in the context of hexahedral meshing, we demonstrate that hexahedral meshes can be generated with significantly improved flexibility.</jats:p>","lang":"eng"}],"publication":"ACM Transactions on Graphics","language":[{"iso":"eng"}]},{"year":"2022","issue":"2","title":"Hex-Mesh Generation and Processing: A Survey","publisher":"Association for Computing Machinery (ACM)","date_created":"2025-06-23T10:36:34Z","abstract":[{"text":"<jats:p>In this article, we provide a detailed survey of techniques for hexahedral mesh generation. We cover the whole spectrum of alternative approaches to mesh generation, as well as post-processing algorithms for connectivity editing and mesh optimization. For each technique, we highlight capabilities and limitations, also pointing out the associated unsolved challenges. Recent relaxed approaches, aiming to generate not pure-hex but hex-dominant meshes, are also discussed. The required background, pertaining to geometrical as well as combinatorial aspects, is introduced along the way.</jats:p>","lang":"eng"}],"publication":"ACM Transactions on Graphics","language":[{"iso":"eng"}],"page":"1-44","intvolume":"        42","citation":{"chicago":"Pietroni, Nico, Marcel Campen, Alla Sheffer, Gianmarco Cherchi, David Bommes, Xifeng Gao, Riccardo Scateni, Franck Ledoux, Jean Remacle, and Marco Livesu. “Hex-Mesh Generation and Processing: A Survey.” <i>ACM Transactions on Graphics</i> 42, no. 2 (2022): 1–44. <a href=\"https://doi.org/10.1145/3554920\">https://doi.org/10.1145/3554920</a>.","ieee":"N. Pietroni <i>et al.</i>, “Hex-Mesh Generation and Processing: A Survey,” <i>ACM Transactions on Graphics</i>, vol. 42, no. 2, pp. 1–44, 2022, doi: <a href=\"https://doi.org/10.1145/3554920\">10.1145/3554920</a>.","ama":"Pietroni N, Campen M, Sheffer A, et al. Hex-Mesh Generation and Processing: A Survey. <i>ACM Transactions on Graphics</i>. 2022;42(2):1-44. doi:<a href=\"https://doi.org/10.1145/3554920\">10.1145/3554920</a>","apa":"Pietroni, N., Campen, M., Sheffer, A., Cherchi, G., Bommes, D., Gao, X., Scateni, R., Ledoux, F., Remacle, J., &#38; Livesu, M. (2022). Hex-Mesh Generation and Processing: A Survey. <i>ACM Transactions on Graphics</i>, <i>42</i>(2), 1–44. <a href=\"https://doi.org/10.1145/3554920\">https://doi.org/10.1145/3554920</a>","bibtex":"@article{Pietroni_Campen_Sheffer_Cherchi_Bommes_Gao_Scateni_Ledoux_Remacle_Livesu_2022, title={Hex-Mesh Generation and Processing: A Survey}, volume={42}, DOI={<a href=\"https://doi.org/10.1145/3554920\">10.1145/3554920</a>}, number={2}, journal={ACM Transactions on Graphics}, publisher={Association for Computing Machinery (ACM)}, author={Pietroni, Nico and Campen, Marcel and Sheffer, Alla and Cherchi, Gianmarco and Bommes, David and Gao, Xifeng and Scateni, Riccardo and Ledoux, Franck and Remacle, Jean and Livesu, Marco}, year={2022}, pages={1–44} }","short":"N. Pietroni, M. Campen, A. Sheffer, G. Cherchi, D. Bommes, X. Gao, R. Scateni, F. Ledoux, J. Remacle, M. Livesu, ACM Transactions on Graphics 42 (2022) 1–44.","mla":"Pietroni, Nico, et al. “Hex-Mesh Generation and Processing: A Survey.” <i>ACM Transactions on Graphics</i>, vol. 42, no. 2, Association for Computing Machinery (ACM), 2022, pp. 1–44, doi:<a href=\"https://doi.org/10.1145/3554920\">10.1145/3554920</a>."},"publication_identifier":{"issn":["0730-0301","1557-7368"]},"publication_status":"published","doi":"10.1145/3554920","date_updated":"2025-07-14T12:48:37Z","volume":42,"author":[{"first_name":"Nico","last_name":"Pietroni","full_name":"Pietroni, Nico"},{"id":"114904","full_name":"Campen, Marcel","orcid":"0000-0003-2340-3462","last_name":"Campen","first_name":"Marcel"},{"full_name":"Sheffer, Alla","last_name":"Sheffer","first_name":"Alla"},{"first_name":"Gianmarco","full_name":"Cherchi, Gianmarco","last_name":"Cherchi"},{"first_name":"David","full_name":"Bommes, David","last_name":"Bommes"},{"first_name":"Xifeng","last_name":"Gao","full_name":"Gao, Xifeng"},{"first_name":"Riccardo","last_name":"Scateni","full_name":"Scateni, Riccardo"},{"first_name":"Franck","full_name":"Ledoux, Franck","last_name":"Ledoux"},{"first_name":"Jean","last_name":"Remacle","full_name":"Remacle, Jean"},{"first_name":"Marco","last_name":"Livesu","full_name":"Livesu, Marco"}],"status":"public","type":"journal_article","extern":"1","_id":"60334","department":[{"_id":"969"}],"user_id":"117512"},{"publication":"52nd DGPs Congress  - Abstracts","type":"conference_abstract","status":"public","editor":[{"first_name":"Christina","last_name":"Bermeitinger","full_name":"Bermeitinger, Christina"},{"first_name":"Werner","last_name":" Greve","full_name":" Greve, Werner"}],"user_id":"27152","_id":"56993","project":[{"_id":"114","name":"TRR 318 - A04: TRR 318 - Integration des technischen Modells in das Partnermodell bei der Erklärung von digitalen Artefakten (Teilprojekt A04)","grant_number":"438445824"}],"language":[{"iso":"ger"}],"keyword":["Cognition","Motivation","Technical Model","Mental Model","Explainer","Explainee","Qualitative Content Analysis"],"citation":{"ieee":"M. Schaffer, B. Lea, C. Schulte, and H. M. Buhl, “Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner,” in <i>52nd DGPs Congress  - Abstracts</i>, Hildesheim, 2022.","chicago":"Schaffer, Michael, Budde Lea, Carsten Schulte, and Heike M. Buhl. “Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner.” In <i>52nd DGPs Congress  - Abstracts</i>, edited by Christina Bermeitinger and Werner  Greve, 2022.","ama":"Schaffer M, Lea B, Schulte C, Buhl HM. Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner. In: Bermeitinger C,  Greve W, eds. <i>52nd DGPs Congress  - Abstracts</i>. ; 2022.","short":"M. Schaffer, B. Lea, C. Schulte, H.M. Buhl, in: C. Bermeitinger, W.  Greve (Eds.), 52nd DGPs Congress  - Abstracts, 2022.","bibtex":"@inproceedings{Schaffer_Lea_Schulte_Buhl_2022, title={Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner}, booktitle={52nd DGPs Congress  - Abstracts}, author={Schaffer, Michael and Lea, Budde and Schulte, Carsten and Buhl, Heike M.}, editor={Bermeitinger, Christina and  Greve, Werner}, year={2022} }","mla":"Schaffer, Michael, et al. “Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner.” <i>52nd DGPs Congress  - Abstracts</i>, edited by Christina Bermeitinger and Werner  Greve, 2022.","apa":"Schaffer, M., Lea, B., Schulte, C., &#38; Buhl, H. M. (2022). Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner. In C. Bermeitinger &#38; W.  Greve (Eds.), <i>52nd DGPs Congress  - Abstracts</i>."},"year":"2022","date_created":"2024-11-12T10:06:45Z","author":[{"full_name":"Schaffer, Michael","id":"92807","last_name":"Schaffer","first_name":"Michael"},{"first_name":"Budde","full_name":"Lea, Budde","last_name":"Lea"},{"first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten","id":"60311"},{"first_name":"Heike M.","full_name":"Buhl, Heike M.","id":"27152","last_name":"Buhl"}],"date_updated":"2025-07-16T08:13:48Z","conference":{"name":"10. – 15.09.2022 52. Kongress der Deutschen Gesellschaft für Psychologie","start_date":"2022-09-10","end_date":"2022-09-15","location":"Hildesheim"},"title":"Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner"},{"department":[{"_id":"427"}],"user_id":"27152","_id":"32564","project":[{"name":"DigHomE: DigHomE: Digital Home Learning Environment – Gelingensbedingungen elterlicher Unterstützung bei der informationsorientierten Internetnutzung","_id":"378","grant_number":"01JD1814A"}],"language":[{"iso":"eng"}],"article_number":"104481","publication":"Computers & Education","type":"journal_article","status":"public","abstract":[{"lang":"eng","text":"Internet use is significant in the everyday lives of children and can be distinguished into different uses (e.g., entertainment-related, informative or school-related). When considering the literature on internet inquiries, the family as an informal place of learning is of particular importance. Although some predictors within the family (e.g., structural factors) are widely researched, comprehensive results on the influence of parental involvement, especially parental instruction as a form of parental support during information-related internet activities, on different internet uses are still lacking. Therefore, the study investigates (1) the relationship of parental role construction, self-efficacy, internet skills, and parental instruction in information-related internet use perceived by parents and children and (2) the relationship of parental role construction, self-efficacy, internet skills, parental instruction, and children's internet uses at home (entertainment-related, practical and school-or-learning-related). The mediation effects of parental instruction were also tested. A paper-and-pencil questionnaire was answered by 361 German children and their parents. Structural equation modeling was applied to answer the research questions. We observed that children's perceived parental instruction was positively associated with children's practical and school-or-learning-related internet use. Parents' motivational factors were the strongest predictors for parents' perceived parental instruction The findings have significant implications for research and practice on how parents can be more active in fulfilling their role as supporters for children's internet use."}],"volume":182,"date_created":"2022-08-03T06:08:58Z","author":[{"first_name":"Nicole","last_name":"Gruchel","full_name":"Gruchel, Nicole","id":"38556"},{"first_name":"Ricarda","last_name":"Kurock","id":"78797","full_name":"Kurock, Ricarda"},{"last_name":"Bonanati","full_name":"Bonanati, Sabrina","first_name":"Sabrina"},{"last_name":"Buhl","full_name":"Buhl, Heike M.","id":"27152","first_name":"Heike M."}],"date_updated":"2025-07-16T08:32:29Z","publisher":"Elsevier BV","doi":"10.1016/j.compedu.2022.104481","title":"Parental involvement and Children's internet uses - Relationship with parental role construction, self-efficacy, internet skills, and parental instruction","publication_identifier":{"issn":["0360-1315"]},"publication_status":"published","intvolume":"       182","citation":{"ama":"Gruchel N, Kurock R, Bonanati S, Buhl HM. Parental involvement and Children’s internet uses - Relationship with parental role construction, self-efficacy, internet skills, and parental instruction. <i>Computers &#38; Education</i>. 2022;182. doi:<a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">10.1016/j.compedu.2022.104481</a>","chicago":"Gruchel, Nicole, Ricarda Kurock, Sabrina Bonanati, and Heike M. Buhl. “Parental Involvement and Children’s Internet Uses - Relationship with Parental Role Construction, Self-Efficacy, Internet Skills, and Parental Instruction.” <i>Computers &#38; Education</i> 182 (2022). <a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">https://doi.org/10.1016/j.compedu.2022.104481</a>.","ieee":"N. Gruchel, R. Kurock, S. Bonanati, and H. M. Buhl, “Parental involvement and Children’s internet uses - Relationship with parental role construction, self-efficacy, internet skills, and parental instruction,” <i>Computers &#38; Education</i>, vol. 182, Art. no. 104481, 2022, doi: <a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">10.1016/j.compedu.2022.104481</a>.","short":"N. Gruchel, R. Kurock, S. Bonanati, H.M. Buhl, Computers &#38; Education 182 (2022).","bibtex":"@article{Gruchel_Kurock_Bonanati_Buhl_2022, title={Parental involvement and Children’s internet uses - Relationship with parental role construction, self-efficacy, internet skills, and parental instruction}, volume={182}, DOI={<a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">10.1016/j.compedu.2022.104481</a>}, number={104481}, journal={Computers &#38; Education}, publisher={Elsevier BV}, author={Gruchel, Nicole and Kurock, Ricarda and Bonanati, Sabrina and Buhl, Heike M.}, year={2022} }","mla":"Gruchel, Nicole, et al. “Parental Involvement and Children’s Internet Uses - Relationship with Parental Role Construction, Self-Efficacy, Internet Skills, and Parental Instruction.” <i>Computers &#38; Education</i>, vol. 182, 104481, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">10.1016/j.compedu.2022.104481</a>.","apa":"Gruchel, N., Kurock, R., Bonanati, S., &#38; Buhl, H. M. (2022). Parental involvement and Children’s internet uses - Relationship with parental role construction, self-efficacy, internet skills, and parental instruction. <i>Computers &#38; Education</i>, <i>182</i>, Article 104481. <a href=\"https://doi.org/10.1016/j.compedu.2022.104481\">https://doi.org/10.1016/j.compedu.2022.104481</a>"},"year":"2022"},{"year":"2022","intvolume":"        15","page":"117 - 136","citation":{"mla":"Buhl, Heike M., et al. “Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments.” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 1, 2022, pp. 117–36.","bibtex":"@article{Buhl_Sagolla_Bohndick_2022, title={Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments}, volume={15}, number={1}, journal={Lehrerbildung auf dem Prüfstand}, author={Buhl, Heike M. and Sagolla, Nils and Bohndick, Carla}, year={2022}, pages={117–136} }","short":"H.M. Buhl, N. Sagolla, C. Bohndick, Lehrerbildung auf dem Prüfstand 15 (2022) 117–136.","ama":"Buhl HM, Sagolla N, Bohndick C. Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments. <i>Lehrerbildung auf dem Prüfstand</i>. 2022;15(1):117-136.","apa":"Buhl, H. M., Sagolla, N., &#38; Bohndick, C. (2022). Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments. <i>Lehrerbildung auf dem Prüfstand</i>, <i>15</i>(1), 117–136.","ieee":"H. M. Buhl, N. Sagolla, and C. Bohndick, “Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments,” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 1, pp. 117–136, 2022.","chicago":"Buhl, Heike M., Nils Sagolla, and Carla Bohndick. “Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments.” <i>Lehrerbildung auf dem Prüfstand</i> 15, no. 1 (2022): 117–36."},"publication_status":"published","issue":"1","title":"Die Förderung von Reflexionskompetenz und Reflexion durch die angeleitete Bearbeitung eines weiterentwicklungsorientierten Online-Self-Assessments","main_file_link":[{"url":"https://www.vep-landau.de/produkt/lehrerbildung-auf-dem-pruefstand-2022-15-1-digital/","open_access":"1"}],"date_updated":"2025-07-16T08:34:33Z","oa":"1","volume":15,"date_created":"2023-01-03T13:52:49Z","author":[{"full_name":"Buhl, Heike M.","id":"27152","last_name":"Buhl","first_name":"Heike M."},{"last_name":"Sagolla","full_name":"Sagolla, Nils","id":"86558","first_name":"Nils"},{"first_name":"Carla","full_name":"Bohndick, Carla","last_name":"Bohndick"}],"status":"public","publication":"Lehrerbildung auf dem Prüfstand","type":"journal_article","language":[{"iso":"ger"}],"_id":"35144","project":[{"name":"LehramtsNavi: Weiterentwicklungsorientiertes Self-Assessment am Übergang zum Lehramtsstudium","_id":"377"}],"department":[{"_id":"427"}],"user_id":"27152"},{"citation":{"ama":"Schmidt R, Reis O, Uppenkamp V, Saß K. Wenn alle Kinder Gottgeliebte Kunstschaffende sind. Exklusive Inklusion in den Einstellungskonzepten von Lehramtsstudierenden der Theologie und der Kunst. In: <i>Vortrag Auf Der Tagung „all Inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an Der Carl von Ossietzky Universität Oldenburg</i>. ; 2022.","chicago":"Schmidt, Rebekka, Oliver Reis, Vera Uppenkamp, and K. Saß. “Wenn Alle Kinder Gottgeliebte Kunstschaffende Sind. Exklusive Inklusion in Den Einstellungskonzepten von Lehramtsstudierenden Der Theologie Und Der Kunst.” In <i>Vortrag Auf Der Tagung „all Inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an Der Carl von Ossietzky Universität Oldenburg</i>. Oldenburg, 2022.","ieee":"R. Schmidt, O. Reis, V. Uppenkamp, and K. Saß, “Wenn alle Kinder Gottgeliebte Kunstschaffende sind. Exklusive Inklusion in den Einstellungskonzepten von Lehramtsstudierenden der Theologie und der Kunst,” 2022.","mla":"Schmidt, Rebekka, et al. “Wenn Alle Kinder Gottgeliebte Kunstschaffende Sind. Exklusive Inklusion in Den Einstellungskonzepten von Lehramtsstudierenden Der Theologie Und Der Kunst.” <i>Vortrag Auf Der Tagung „all Inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an Der Carl von Ossietzky Universität Oldenburg</i>, 2022.","bibtex":"@inproceedings{Schmidt_Reis_Uppenkamp_Saß_2022, place={Oldenburg}, title={Wenn alle Kinder Gottgeliebte Kunstschaffende sind. Exklusive Inklusion in den Einstellungskonzepten von Lehramtsstudierenden der Theologie und der Kunst}, booktitle={Vortrag auf der Tagung „all inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an der Carl von Ossietzky Universität Oldenburg}, author={Schmidt, Rebekka and Reis, Oliver and Uppenkamp, Vera and Saß, K.}, year={2022} }","short":"R. Schmidt, O. Reis, V. Uppenkamp, K. Saß, in: Vortrag Auf Der Tagung „all Inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an Der Carl von Ossietzky Universität Oldenburg, Oldenburg, 2022.","apa":"Schmidt, R., Reis, O., Uppenkamp, V., &#38; Saß, K. (2022). Wenn alle Kinder Gottgeliebte Kunstschaffende sind. Exklusive Inklusion in den Einstellungskonzepten von Lehramtsstudierenden der Theologie und der Kunst. <i>Vortrag Auf Der Tagung „all Inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an Der Carl von Ossietzky Universität Oldenburg</i>."},"status":"public","place":"Oldenburg","year":"2022","type":"conference","publication":"Vortrag auf der Tagung „all inclusive“ Kunstpädagogische Inklusion 29. – 30. September 2022 an der Carl von Ossietzky Universität Oldenburg","language":[{"iso":"eng"}],"title":"Wenn alle Kinder Gottgeliebte Kunstschaffende sind. Exklusive Inklusion in den Einstellungskonzepten von Lehramtsstudierenden der Theologie und der Kunst","date_created":"2024-02-20T21:18:19Z","user_id":"89007","author":[{"first_name":"Rebekka","last_name":"Schmidt","full_name":"Schmidt, Rebekka","id":"58565"},{"orcid":"0000-0003-1900-4872","last_name":"Reis","id":"55567","full_name":"Reis, Oliver","first_name":"Oliver"},{"full_name":"Uppenkamp, Vera","id":"64660","last_name":"Uppenkamp","first_name":"Vera"},{"last_name":"Saß","full_name":"Saß, K.","first_name":"K."}],"date_updated":"2025-07-16T20:19:43Z","_id":"51633"},{"department":[{"_id":"16"}],"user_id":"78579","_id":"60671","language":[{"iso":"ger"}],"type":"conference","status":"public","author":[{"first_name":"Yves","full_name":"Huybrechts, Yves","id":"78579","orcid":"0009-0009-2166-9794","last_name":"Huybrechts"}],"date_created":"2025-07-19T12:43:04Z","date_updated":"2025-07-19T12:43:07Z","conference":{"start_date":"2022-11-10","name":"Kolloquium zur Geschichte, Sprache und Kultur der Rhein-Maas-Region","location":"Essen","end_date":"2022-11-10"},"title":"Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.","publication_status":"unpublished","citation":{"ieee":"Y. Huybrechts, “Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.,” presented at the Kolloquium zur Geschichte, Sprache und Kultur der Rhein-Maas-Region, Essen.","chicago":"Huybrechts, Yves. “Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.,” n.d.","ama":"Huybrechts Y. Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.","apa":"Huybrechts, Y. (n.d.). <i>Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.</i> Kolloquium zur Geschichte, Sprache und Kultur der Rhein-Maas-Region, Essen.","short":"Y. Huybrechts, in: n.d.","bibtex":"@inproceedings{Huybrechts, title={Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.}, author={Huybrechts, Yves} }","mla":"Huybrechts, Yves. <i>Ein toter Winkel des Alten Reiches? Die Österreichischen Niederlande und der Sog ins Reich unter Kaiser Karl VI., 1716-1740.</i>"},"year":"2022"},{"status":"public","type":"translation","extern":"1","language":[{"iso":"ger"}],"user_id":"107131","_id":"60686","translator":[{"last_name":"Vukadinovic","full_name":"Vukadinovic, Vojin Sasa","id":"107131","first_name":"Vojin Sasa"}],"citation":{"ama":"Stock K. <i>Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist</i>.; 2022.","ieee":"K. Stock, <i>Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist</i>. Berlin, 2022.","chicago":"Stock, Kathleen . <i>Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist</i>. Translated by Vojin Sasa Vukadinovic. Berlin, 2022.","apa":"Stock, K. (2022). <i>Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist</i> (V. S. Vukadinovic, Trans.).","bibtex":"@book{Stock_2022, place={Berlin}, title={Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist}, author={Stock, Kathleen }, editor={Vukadinovic, Vojin Sasa}, year={2022} }","short":"K. Stock, Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist, Berlin, 2022.","mla":"Stock, Kathleen. <i>Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist</i>. Translated by Vojin Sasa Vukadinovic, 2022."},"year":"2022","place":"Berlin","title":"Material Girls. Warum die Wirklichkeit für den Feminismus unerlässlich ist","author":[{"first_name":"Kathleen ","last_name":"Stock","full_name":"Stock, Kathleen "}],"date_created":"2025-07-21T16:24:26Z","date_updated":"2025-07-21T16:24:43Z"},{"language":[{"iso":"eng"}],"_id":"60766","user_id":"71124","series_title":"Archives of Physical Medicine and Rehabilitation ","department":[{"_id":"890"}],"editor":[{"first_name":"I","full_name":"Rubi-Fessen, I","last_name":"Rubi-Fessen"},{"first_name":"Kristina","orcid":"0000-0002-1067-9139","last_name":"Jonas","id":"94540","full_name":"Jonas, Kristina"},{"first_name":"A","full_name":"Hüsgen, A","last_name":"Hüsgen"},{"first_name":"L","last_name":"Gerhards","full_name":"Gerhards, L"},{"first_name":"A","full_name":"Rosenkranz, A","last_name":"Rosenkranz"},{"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","date_created":"2025-07-27T19:20:18Z","volume":103,"year":"2022","citation":{"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>","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>.","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.","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>"},"intvolume":"       103","page":"e112-e113","publication_status":"published","issue":"12"},{"year":"2022","issue":"7","quality_controlled":"1","title":"The Influence of Electrode Indentation Rate on LME Formation during RSW","date_created":"2024-03-18T11:51:57Z","publisher":"American Welding Society","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"}],"publication":"Welding Journal","language":[{"iso":"eng"}],"keyword":["Metals and Alloys","Mechanical Engineering","Mechanics of Materials"],"intvolume":"       101","page":"197-207","citation":{"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>","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>.","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} }","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>","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>.","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>."},"publication_identifier":{"issn":["0043-2296","2689-0445"]},"publication_status":"published","doi":"10.29391/2022.101.015","volume":101,"author":[{"first_name":"Christoph","id":"22483","full_name":"Böhne, Christoph","last_name":"Böhne"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246"},{"first_name":"MAX","last_name":"BIEGLER","full_name":"BIEGLER, MAX"},{"first_name":"MICHAEL","last_name":"RETHMEIER","full_name":"RETHMEIER, MICHAEL"}],"date_updated":"2025-08-07T09:29:30Z","status":"public","popular_science":"1","type":"journal_article","department":[{"_id":"157"}],"user_id":"60398","_id":"52612"},{"language":[{"iso":"eng"}],"article_number":"885207","user_id":"117951","_id":"60900","status":"public","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"}],"type":"journal_article","publication":"Frontiers in Computational Neuroscience","doi":"10.3389/fncom.2022.885207","title":"Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn","author":[{"first_name":"Alper","full_name":"Yegenoglu, Alper","id":"117951","last_name":"Yegenoglu","orcid":"0000-0001-8869-215X"},{"first_name":"Anand","full_name":"Subramoney, Anand","last_name":"Subramoney"},{"first_name":"Thorsten","full_name":"Hater, Thorsten","last_name":"Hater"},{"full_name":"Jimenez-Romero, Cristian","last_name":"Jimenez-Romero","first_name":"Cristian"},{"first_name":"Wouter","last_name":"Klijn","full_name":"Klijn, Wouter"},{"first_name":"Aarón","full_name":"Pérez Martín, Aarón","last_name":"Pérez Martín"},{"full_name":"van der Vlag, Michiel","last_name":"van der Vlag","first_name":"Michiel"},{"last_name":"Herty","full_name":"Herty, Michael","first_name":"Michael"},{"first_name":"Abigail","last_name":"Morrison","full_name":"Morrison, Abigail"},{"first_name":"Sandra","full_name":"Diaz-Pier, Sandra","last_name":"Diaz-Pier"}],"date_created":"2025-08-06T15:02:30Z","volume":16,"date_updated":"2025-08-08T11:40:08Z","publisher":"Frontiers Media SA","citation":{"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} }","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>.","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. 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