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(2024). AutoCL: AutoML for Concept Learning. In <i>Communications in Computer and Information Science</i>. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">https://doi.org/10.1007/978-3-031-63787-2_7</a>","mla":"Li, Jiayi, et al. “AutoCL: AutoML for Concept Learning.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">10.1007/978-3-031-63787-2_7</a>.","ieee":"J. Li, S. Satheesh, S. Heindorf, D. Moussallem, R. Speck, and A.-C. Ngonga Ngomo, “AutoCL: AutoML for Concept Learning,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2024.","ama":"Li J, Satheesh S, Heindorf S, Moussallem D, Speck R, Ngonga Ngomo A-C. AutoCL: AutoML for Concept Learning. In: <i>Communications in Computer and Information Science</i>. 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Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">https://doi.org/10.1007/978-3-031-63787-2_7</a>.","bibtex":"@inbook{Li_Satheesh_Heindorf_Moussallem_Speck_Ngonga Ngomo_2024, place={Cham}, title={AutoCL: AutoML for Concept Learning}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">10.1007/978-3-031-63787-2_7</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Li, Jiayi and Satheesh, Sheetal and Heindorf, Stefan and Moussallem, Diego and Speck, René and Ngonga Ngomo, Axel-Cyrille}, year={2024} }"},"publication":"Communications in Computer and Information Science"},{"citation":{"bibtex":"@inproceedings{Hotegni_Berkemeier_Peitz_2024, place={Yokohama, Japan}, title={Multi-Objective Optimization for Sparse Deep Multi-Task Learning}, DOI={<a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">10.1109/IJCNN60899.2024.10650994</a>}, booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Hotegni, Sedjro Salomon and Berkemeier, Manuel Bastian and Peitz, Sebastian}, year={2024}, pages={9} }","ama":"Hotegni SS, Berkemeier MB, Peitz S. Multi-Objective Optimization for Sparse Deep Multi-Task Learning. In: <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>. IEEE; 2024:9. doi:<a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">10.1109/IJCNN60899.2024.10650994</a>","short":"S.S. Hotegni, M.B. Berkemeier, S. Peitz, in: 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, Yokohama, Japan, 2024, p. 9.","chicago":"Hotegni, Sedjro Salomon, Manuel Bastian Berkemeier, and Sebastian Peitz. “Multi-Objective Optimization for Sparse Deep Multi-Task Learning.” In <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>, 9. Yokohama, Japan: IEEE, 2024. <a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">https://doi.org/10.1109/IJCNN60899.2024.10650994</a>.","ieee":"S. S. Hotegni, M. B. Berkemeier, and S. Peitz, “Multi-Objective Optimization for Sparse Deep Multi-Task Learning,” in <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>, Yokohama, Japan, 2024, p. 9, doi: <a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">10.1109/IJCNN60899.2024.10650994</a>.","mla":"Hotegni, Sedjro Salomon, et al. “Multi-Objective Optimization for Sparse Deep Multi-Task Learning.” <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>, IEEE, 2024, p. 9, doi:<a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">10.1109/IJCNN60899.2024.10650994</a>.","apa":"Hotegni, S. S., Berkemeier, M. B., &#38; Peitz, S. (2024). Multi-Objective Optimization for Sparse Deep Multi-Task Learning. <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>, 9. <a href=\"https://doi.org/10.1109/IJCNN60899.2024.10650994\">https://doi.org/10.1109/IJCNN60899.2024.10650994</a>"},"oa":"1","place":"Yokohama, Japan","has_accepted_license":"1","conference":{"end_date":"2024-07-05","start_date":"2024-06-30","name":"2024 International Joint Conference on Neural Networks (IJCNN)","location":"Yokohama, Japan"},"status":"public","user_id":"97995","_id":"46649","publisher":"IEEE","page":"9","abstract":[{"lang":"eng","text":"Different conflicting optimization criteria arise naturally in various Deep\r\nLearning scenarios. These can address different main tasks (i.e., in the\r\nsetting of Multi-Task Learning), but also main and secondary tasks such as loss\r\nminimization versus sparsity. The usual approach is a simple weighting of the\r\ncriteria, which formally only works in the convex setting. In this paper, we\r\npresent a Multi-Objective Optimization algorithm using a modified Weighted\r\nChebyshev scalarization for training Deep Neural Networks (DNNs) with respect\r\nto several tasks. By employing this scalarization technique, the algorithm can\r\nidentify all optimal solutions of the original problem while reducing its\r\ncomplexity to a sequence of single-objective problems. The simplified problems\r\nare then solved using an Augmented Lagrangian method, enabling the use of\r\npopular optimization techniques such as Adam and Stochastic Gradient Descent,\r\nwhile efficaciously handling constraints. Our work aims to address the\r\n(economical and also ecological) sustainability issue of DNN models, with a\r\nparticular focus on Deep Multi-Task models, which are typically designed with a\r\nvery large number of weights to perform equally well on multiple tasks. Through\r\nexperiments conducted on two Machine Learning datasets, we demonstrate the\r\npossibility of adaptively sparsifying the model during training without\r\nsignificantly impacting its performance, if we are willing to apply\r\ntask-specific adaptations to the network weights. Code is available at\r\nhttps://github.com/salomonhotegni/MDMTN."}],"publication":"2024 International Joint Conference on Neural Networks (IJCNN)","department":[{"_id":"655"}],"type":"conference","date_created":"2023-08-24T07:44:36Z","date_updated":"2024-09-27T10:24:22Z","publication_status":"published","publication_identifier":{"eissn":[" 2161-4407"],"eisbn":["979-8-3503-5931-2"]},"author":[{"id":"97995","last_name":"Hotegni","first_name":"Sedjro Salomon","full_name":"Hotegni, Sedjro Salomon"},{"id":"51701","full_name":"Berkemeier, Manuel Bastian","first_name":"Manuel Bastian","last_name":"Berkemeier"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","last_name":"Peitz","id":"47427"}],"title":"Multi-Objective Optimization for Sparse Deep Multi-Task Learning","year":"2024","doi":"10.1109/IJCNN60899.2024.10650994","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10650994","open_access":"1"}]},{"place":"Cham","date_created":"2024-09-06T07:06:14Z","type":"book_chapter","department":[{"_id":"632"}],"publication":"Lecture Notes in Computer Science","citation":{"ieee":"M. M. Radoy, S. N. Hebrok, and J. Somorovsky, “In Search of Partitioning Oracle Attacks Against TLS Session Tickets,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","mla":"Radoy, Maximilian Manfred, et al. “In Search of Partitioning Oracle Attacks Against TLS Session Tickets.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>.","apa":"Radoy, M. M., Hebrok, S. N., &#38; Somorovsky, J. (2024). In Search of Partitioning Oracle Attacks Against TLS Session Tickets. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">https://doi.org/10.1007/978-3-031-70896-1_16</a>","bibtex":"@inbook{Radoy_Hebrok_Somorovsky_2024, place={Cham}, title={In Search of Partitioning Oracle Attacks Against TLS Session Tickets}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Radoy, Maximilian Manfred and Hebrok, Sven Niclas and Somorovsky, Juraj}, year={2024} }","ama":"Radoy MM, Hebrok SN, Somorovsky J. In Search of Partitioning Oracle Attacks Against TLS Session Tickets. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">10.1007/978-3-031-70896-1_16</a>","short":"M.M. Radoy, S.N. Hebrok, J. Somorovsky, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","chicago":"Radoy, Maximilian Manfred, Sven Niclas Hebrok, and Juraj Somorovsky. “In Search of Partitioning Oracle Attacks Against TLS Session Tickets.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-70896-1_16\">https://doi.org/10.1007/978-3-031-70896-1_16</a>."},"_id":"56079","publisher":"Springer Nature Switzerland","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-70896-1_16","user_id":"68826","title":"In Search of Partitioning Oracle Attacks Against TLS Session Tickets","status":"public","year":"2024","author":[{"full_name":"Radoy, Maximilian Manfred","orcid":"0009-0005-3059-6823","first_name":"Maximilian Manfred","last_name":"Radoy","id":"68826"},{"id":"55616","first_name":"Sven Niclas","last_name":"Hebrok","orcid":"0009-0006-1172-1665","full_name":"Hebrok, Sven Niclas"},{"first_name":"Juraj","orcid":"0000-0002-3593-7720","last_name":"Somorovsky","full_name":"Somorovsky, Juraj","id":"83504"}],"publication_identifier":{"isbn":["9783031708954","9783031708961"],"issn":["0302-9743","1611-3349"]},"date_updated":"2024-10-07T13:38:28Z","publication_status":"published"},{"citation":{"bibtex":"@inbook{Höper_Schulte_Benzmüller_2024, place={Wiesbaden}, title={Verantwortung}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>}, booktitle={Künstliche Intelligenz für Lehrkräfte}, publisher={Springer Fachmedien Wiesbaden}, author={Höper, Lukas and Schulte, Carsten and Benzmüller, Christoph}, editor={Furbach, Ulrich and Kitzelmann, Emanuel and Michaeli, Tilman and Schmid, Ute}, year={2024} }","ama":"Höper L, Schulte C, Benzmüller C. Verantwortung. In: Furbach U, Kitzelmann E, Michaeli T, Schmid U, eds. <i>Künstliche Intelligenz für Lehrkräfte</i>. Springer Fachmedien Wiesbaden; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>","mla":"Höper, Lukas, et al. “Verantwortung.” <i>Künstliche Intelligenz für Lehrkräfte</i>, edited by Ulrich Furbach et al., Springer Fachmedien Wiesbaden, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">10.1007/978-3-658-44248-4_16</a>.","chicago":"Höper, Lukas, Carsten Schulte, and Christoph Benzmüller. “Verantwortung.” In <i>Künstliche Intelligenz für Lehrkräfte</i>, edited by Ulrich Furbach, Emanuel Kitzelmann, Tilman Michaeli, and Ute Schmid. Wiesbaden: Springer Fachmedien Wiesbaden, 2024. <a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">https://doi.org/10.1007/978-3-658-44248-4_16</a>.","short":"L. Höper, C. Schulte, C. Benzmüller, in: U. Furbach, E. Kitzelmann, T. Michaeli, U. Schmid (Eds.), Künstliche Intelligenz für Lehrkräfte, Springer Fachmedien Wiesbaden, Wiesbaden, 2024.","ieee":"L. Höper, C. Schulte, and C. Benzmüller, “Verantwortung,” in <i>Künstliche Intelligenz für Lehrkräfte</i>, U. Furbach, E. Kitzelmann, T. Michaeli, and U. Schmid, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2024.","apa":"Höper, L., Schulte, C., &#38; Benzmüller, C. (2024). Verantwortung. In U. Furbach, E. Kitzelmann, T. Michaeli, &#38; U. Schmid (Eds.), <i>Künstliche Intelligenz für Lehrkräfte</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-44248-4_16\">https://doi.org/10.1007/978-3-658-44248-4_16</a>"},"publication":"Künstliche Intelligenz für Lehrkräfte","department":[{"_id":"67"}],"type":"book_chapter","place":"Wiesbaden","date_created":"2024-10-09T13:52:21Z","date_updated":"2024-10-09T13:54:11Z","publication_status":"published","publication_identifier":{"issn":["2662-5970","2662-5989"],"isbn":["9783658442477","9783658442484"]},"author":[{"last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas","id":"58041"},{"id":"60311","full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten"},{"last_name":"Benzmüller","first_name":"Christoph","full_name":"Benzmüller, Christoph"}],"status":"public","title":"Verantwortung","year":"2024","editor":[{"full_name":"Furbach, Ulrich","first_name":"Ulrich","last_name":"Furbach"},{"full_name":"Kitzelmann, Emanuel","first_name":"Emanuel","last_name":"Kitzelmann"},{"full_name":"Michaeli, Tilman","last_name":"Michaeli","first_name":"Tilman"},{"full_name":"Schmid, Ute","last_name":"Schmid","first_name":"Ute"}],"doi":"10.1007/978-3-658-44248-4_16","user_id":"58041","_id":"56476","language":[{"iso":"ger"}],"publisher":"Springer Fachmedien Wiesbaden"},{"editor":[{"full_name":"Kirrane, Sabrina","last_name":"Kirrane","first_name":"Sabrina"},{"first_name":"Mantas","last_name":"Simkus","full_name":"Simkus, Mantas"},{"first_name":"Ahmet","last_name":"Soylu","full_name":"Soylu, Ahmet"},{"first_name":"Dumitru","last_name":"Roman","full_name":"Roman, Dumitru"}],"user_id":"104470","doi":"10.1007/978-3-031-72407-7\\_11","_id":"55479","series_title":"LNCS","publisher":"Springer","language":[{"iso":"eng"}],"date_updated":"2024-10-11T08:42:39Z","author":[{"first_name":"Rafael","last_name":"Peñaloza","full_name":"Peñaloza, Rafael"},{"full_name":"Turhan, Anni-Yasmin","last_name":"Turhan","first_name":"Anni-Yasmin"}],"status":"public","title":"Reasoning in Rough Description Logics with Multiple Indiscernibility Relations","year":"2024","department":[{"_id":"888"}],"type":"conference","date_created":"2024-08-01T12:30:48Z","citation":{"chicago":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations.” In <i>Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings</i>, edited by Sabrina Kirrane, Mantas Simkus, Ahmet Soylu, and Dumitru Roman. LNCS. Springer, 2024. <a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">https://doi.org/10.1007/978-3-031-72407-7\\_11</a>.","short":"R. Peñaloza, A.-Y. Turhan, in: S. Kirrane, M. Simkus, A. Soylu, D. Roman (Eds.), Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings, Springer, 2024.","apa":"Peñaloza, R., &#38; Turhan, A.-Y. (2024). Reasoning in Rough Description Logics with Multiple Indiscernibility Relations. In S. Kirrane, M. Simkus, A. Soylu, &#38; D. Roman (Eds.), <i>Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings</i>. Springer. <a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">https://doi.org/10.1007/978-3-031-72407-7\\_11</a>","ieee":"R. Peñaloza and A.-Y. Turhan, “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations,” in <i>Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings</i>, 2024, doi: <a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">10.1007/978-3-031-72407-7\\_11</a>.","ama":"Peñaloza R, Turhan A-Y. Reasoning in Rough Description Logics with Multiple Indiscernibility Relations. In: Kirrane S, Simkus M, Soylu A, Roman D, eds. <i>Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings</i>. LNCS. Springer; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">10.1007/978-3-031-72407-7\\_11</a>","bibtex":"@inproceedings{Peñaloza_Turhan_2024, series={LNCS}, title={Reasoning in Rough Description Logics with Multiple Indiscernibility Relations}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">10.1007/978-3-031-72407-7\\_11</a>}, booktitle={Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings}, publisher={Springer}, author={Peñaloza, Rafael and Turhan, Anni-Yasmin}, editor={Kirrane, Sabrina and Simkus, Mantas and Soylu, Ahmet and Roman, Dumitru}, year={2024}, collection={LNCS} }","mla":"Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description Logics with Multiple Indiscernibility Relations.” <i>Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings</i>, edited by Sabrina Kirrane et al., Springer, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-72407-7\\_11\">10.1007/978-3-031-72407-7\\_11</a>."},"publication":"Rules and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings"},{"publication_status":"published","date_updated":"2024-10-11T08:39:53Z","title":"On German Comics Traditions: An Explorative Approach to Digital Comics Historiography","year":"2024","status":"public","author":[{"last_name":"Giesa","first_name":"Felix","full_name":"Giesa, Felix"},{"id":"14961","full_name":"Hartel, Rita","last_name":"Hartel","first_name":"Rita"},{"full_name":"Dunst, Alexander","last_name":"Dunst","first_name":"Alexander"}],"publication_identifier":{"isbn":["9783988580566"]},"user_id":"14961","doi":"10.5771/9783988580566-239","_id":"56592","publisher":"Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft","language":[{"iso":"eng"}],"publication":"Comics | Histories","citation":{"ieee":"F. Giesa, R. Hartel, and A. Dunst, “On German Comics Traditions: An Explorative Approach to Digital Comics Historiography,” in <i>Comics | Histories</i>, Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024.","mla":"Giesa, Felix, et al. “On German Comics Traditions: An Explorative Approach to Digital Comics Historiography.” <i>Comics | Histories</i>, Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024, doi:<a href=\"https://doi.org/10.5771/9783988580566-239\">10.5771/9783988580566-239</a>.","apa":"Giesa, F., Hartel, R., &#38; Dunst, A. (2024). On German Comics Traditions: An Explorative Approach to Digital Comics Historiography. In <i>Comics | Histories</i>. Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft. <a href=\"https://doi.org/10.5771/9783988580566-239\">https://doi.org/10.5771/9783988580566-239</a>","bibtex":"@inbook{Giesa_Hartel_Dunst_2024, title={On German Comics Traditions: An Explorative Approach to Digital Comics Historiography}, DOI={<a href=\"https://doi.org/10.5771/9783988580566-239\">10.5771/9783988580566-239</a>}, booktitle={Comics | Histories}, publisher={Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft}, author={Giesa, Felix and Hartel, Rita and Dunst, Alexander}, year={2024} }","ama":"Giesa F, Hartel R, Dunst A. On German Comics Traditions: An Explorative Approach to Digital Comics Historiography. In: <i>Comics | Histories</i>. Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft; 2024. doi:<a href=\"https://doi.org/10.5771/9783988580566-239\">10.5771/9783988580566-239</a>","short":"F. Giesa, R. Hartel, A. Dunst, in: Comics | Histories, Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024.","chicago":"Giesa, Felix, Rita Hartel, and Alexander Dunst. “On German Comics Traditions: An Explorative Approach to Digital Comics Historiography.” In <i>Comics | Histories</i>. Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024. <a href=\"https://doi.org/10.5771/9783988580566-239\">https://doi.org/10.5771/9783988580566-239</a>."},"type":"book_chapter","department":[{"_id":"69"}],"date_created":"2024-10-11T08:38:55Z"},{"citation":{"apa":"Höper, L., &#38; Schulte, C. (2024). The data awareness framework as part of data literacies in K-12 education. <i>Information and Learning Sciences</i>, <i>125</i>(7/8), 491–512. <a href=\"https://doi.org/10.1108/ils-06-2023-0075\">https://doi.org/10.1108/ils-06-2023-0075</a>","ieee":"L. Höper and C. Schulte, “The data awareness framework as part of data literacies in K-12 education,” <i>Information and Learning Sciences</i>, vol. 125, no. 7/8, pp. 491–512, 2024, doi: <a href=\"https://doi.org/10.1108/ils-06-2023-0075\">10.1108/ils-06-2023-0075</a>.","chicago":"Höper, Lukas, and Carsten Schulte. “The Data Awareness Framework as Part of Data Literacies in K-12 Education.” <i>Information and Learning Sciences</i> 125, no. 7/8 (2024): 491–512. <a href=\"https://doi.org/10.1108/ils-06-2023-0075\">https://doi.org/10.1108/ils-06-2023-0075</a>.","short":"L. Höper, C. Schulte, Information and Learning Sciences 125 (2024) 491–512.","mla":"Höper, Lukas, and Carsten Schulte. “The Data Awareness Framework as Part of Data Literacies in K-12 Education.” <i>Information and Learning Sciences</i>, vol. 125, no. 7/8, Emerald, 2024, pp. 491–512, doi:<a href=\"https://doi.org/10.1108/ils-06-2023-0075\">10.1108/ils-06-2023-0075</a>.","ama":"Höper L, Schulte C. The data awareness framework as part of data literacies in K-12 education. <i>Information and Learning Sciences</i>. 2024;125(7/8):491-512. doi:<a href=\"https://doi.org/10.1108/ils-06-2023-0075\">10.1108/ils-06-2023-0075</a>","bibtex":"@article{Höper_Schulte_2024, title={The data awareness framework as part of data literacies in K-12 education}, volume={125}, DOI={<a href=\"https://doi.org/10.1108/ils-06-2023-0075\">10.1108/ils-06-2023-0075</a>}, number={7/8}, journal={Information and Learning Sciences}, publisher={Emerald}, author={Höper, Lukas and Schulte, Carsten}, year={2024}, pages={491–512} }"},"file_date_updated":"2024-10-11T12:01:05Z","quality_controlled":"1","oa":"1","status":"public","has_accepted_license":"1","publisher":"Emerald","_id":"49655","page":"491-512","volume":125,"user_id":"58041","ddc":["370"],"issue":"7/8","publication":"Information and Learning Sciences","abstract":[{"text":"In today's digital world, data-driven digital artefacts pose challenges for education, as many students lack an understanding of data and feel powerless when interacting with them. This article addresses these challenges and introduces the data awareness framework. It focuses on understanding data-driven technologies and reflecting on the role of data in everyday life. The paper also presents an empirical study on young school students' data awareness. The study involves a teaching unit on data awareness framed by a pretest-posttest design using a questionnaire on students' awareness and understanding of and reflection on data practices of data-driven digital artefacts. The study's findings indicate that the data awareness framework supports students in understanding data practices of data-driven digital artefacts. The findings also suggest that the framework encourages students to reflect on these data practices and think about their daily behaviour. Students learn a model about interactions with data-driven digital artefacts and use it to analyse data-driven applications. This approach appears to enable students to understand these artefacts from everyday life and reflect on these interactions. The work contributes to research on data and AI literacies and suggests a way to support students in developing self-determination and agency during interactions with data-driven digital artefacts.","lang":"eng"}],"date_created":"2023-12-15T07:41:04Z","file":[{"date_created":"2024-10-11T11:59:50Z","creator":"hoeper","content_type":"application/pdf","file_id":"56597","date_updated":"2024-10-11T12:01:05Z","relation":"main_file","file_size":981234,"access_level":"open_access","file_name":"Höper und Schulte - Data Awareness Framework as part of Data Literacies - ILS - AAM version.pdf"}],"department":[{"_id":"67"}],"keyword":["Library and Information Sciences","Computer Science Applications","Education"],"type":"journal_article","author":[{"last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas","id":"58041"},{"full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten","id":"60311"}],"publication_identifier":{"issn":["2398-5348","2398-5348"]},"title":"The data awareness framework as part of data literacies in K-12 education","year":"2024","article_type":"original","intvolume":"       125","publication_status":"published","date_updated":"2024-10-11T12:01:06Z","language":[{"iso":"eng"}],"doi":"10.1108/ils-06-2023-0075"},{"publication":"Lecture Notes in Computer Science","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Most FPGA boards in the HPC domain are well-suited for parallel scaling because of the direct integration of versatile and high-throughput network ports. However, the utilization of their network capabilities is often challenging and error-prone because the whole network stack and communication patterns have to be implemented and managed on the FPGAs. Also, this approach conceptually involves a trade-off between the performance potential of improved communication and the impact of resource consumption for communication infrastructure, since the utilized resources on the FPGAs could otherwise be used for computations. In this work, we investigate this trade-off, firstly, by using synthetic benchmarks to evaluate the different configuration options of the communication framework ACCL and their impact on communication latency and throughput. Finally, we use our findings to implement a shallow water simulation whose scalability heavily depends on low-latency communication. With a suitable configuration of ACCL, good scaling behavior can be shown to all 48 FPGAs installed in the system. Overall, the results show that the availability of inter-FPGA communication frameworks as well as the configurability of framework and network stack are crucial to achieve the best application performance with low latency communication.</jats:p>","lang":"eng"}],"date_created":"2024-10-14T07:51:51Z","department":[{"_id":"27"},{"_id":"518"}],"type":"book_chapter","author":[{"first_name":"Marius","last_name":"Meyer","full_name":"Meyer, Marius"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias"},{"full_name":"Petrica, Lucian","first_name":"Lucian","last_name":"Petrica"},{"full_name":"O’Brien, Kenneth","last_name":"O’Brien","first_name":"Kenneth"},{"last_name":"Blott","first_name":"Michaela","full_name":"Blott, Michaela"},{"last_name":"Plessl","first_name":"Christian","full_name":"Plessl, Christian"}],"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031697654","9783031697661"]},"year":"2024","title":"Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL","date_updated":"2024-10-14T07:55:50Z","publication_status":"published","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"doi":"10.1007/978-3-031-69766-1_9","citation":{"bibtex":"@inbook{Meyer_Kenter_Petrica_O’Brien_Blott_Plessl_2024, place={Cham}, title={Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Meyer, Marius and Kenter, Tobias and Petrica, Lucian and O’Brien, Kenneth and Blott, Michaela and Plessl, Christian}, year={2024} }","ama":"Meyer M, Kenter T, Petrica L, O’Brien K, Blott M, Plessl C. Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>","short":"M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, C. Plessl, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","chicago":"Meyer, Marius, Tobias Kenter, Lucian Petrica, Kenneth O’Brien, Michaela Blott, and Christian Plessl. “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">https://doi.org/10.1007/978-3-031-69766-1_9</a>.","ieee":"M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, and C. Plessl, “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","apa":"Meyer, M., Kenter, T., Petrica, L., O’Brien, K., Blott, M., &#38; Plessl, C. (2024). Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">https://doi.org/10.1007/978-3-031-69766-1_9</a>","mla":"Meyer, Marius, et al. “Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-69766-1_9\">10.1007/978-3-031-69766-1_9</a>."},"quality_controlled":"1","place":"Cham","oa":"1","status":"public","publisher":"Springer Nature Switzerland","_id":"56606","user_id":"3145"},{"publication":"Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024","citation":{"mla":"Gil, Oliver Fernández, et al. “Optimal Alignment of Temporal Knowledge Bases (Extended Abstract).” <i>Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i>, edited by Laura Giordano et al., vol. 3739, CEUR-WS.org, 2024.","bibtex":"@inproceedings{Gil_Patrizi_Perelli_Turhan_2024, series={CEUR Workshop Proceedings}, title={Optimal Alignment of Temporal Knowledge Bases (Extended Abstract)}, volume={3739}, booktitle={Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024}, publisher={CEUR-WS.org}, author={Gil, Oliver Fernández and Patrizi, Fabio and Perelli, Giuseppe and Turhan, Anni-Yasmin}, editor={Giordano, Laura and Jung, Jean Christoph and Ozaki, Ana}, year={2024}, collection={CEUR Workshop Proceedings} }","ama":"Gil OF, Patrizi F, Perelli G, Turhan A-Y. Optimal Alignment of Temporal Knowledge Bases (Extended Abstract). In: Giordano L, Jung JC, Ozaki A, eds. <i>Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i>. Vol 3739. CEUR Workshop Proceedings. CEUR-WS.org; 2024.","ieee":"O. F. Gil, F. Patrizi, G. Perelli, and A.-Y. Turhan, “Optimal Alignment of Temporal Knowledge Bases (Extended Abstract),” in <i>Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i>, 2024, vol. 3739.","apa":"Gil, O. F., Patrizi, F., Perelli, G., &#38; Turhan, A.-Y. (2024). Optimal Alignment of Temporal Knowledge Bases (Extended Abstract). In L. Giordano, J. C. Jung, &#38; A. Ozaki (Eds.), <i>Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i> (Vol. 3739). CEUR-WS.org.","chicago":"Gil, Oliver Fernández, Fabio Patrizi, Giuseppe Perelli, and Anni-Yasmin Turhan. “Optimal Alignment of Temporal Knowledge Bases (Extended Abstract).” In <i>Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i>, edited by Laura Giordano, Jean Christoph Jung, and Ana Ozaki, Vol. 3739. CEUR Workshop Proceedings. CEUR-WS.org, 2024.","short":"O.F. Gil, F. Patrizi, G. Perelli, A.-Y. Turhan, in: L. Giordano, J.C. Jung, A. Ozaki (Eds.), Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024, CEUR-WS.org, 2024."},"type":"conference","department":[{"_id":"888"}],"date_created":"2024-09-17T08:45:01Z","date_updated":"2024-10-14T08:03:03Z","intvolume":"      3739","title":"Optimal Alignment of Temporal Knowledge Bases (Extended Abstract)","year":"2024","status":"public","author":[{"full_name":"Gil, Oliver Fernández","first_name":"Oliver Fernández","last_name":"Gil"},{"full_name":"Patrizi, Fabio","last_name":"Patrizi","first_name":"Fabio"},{"full_name":"Perelli, Giuseppe","last_name":"Perelli","first_name":"Giuseppe"},{"id":"104470","last_name":"Turhan","first_name":"Anni-Yasmin","full_name":"Turhan, Anni-Yasmin"}],"user_id":"15504","volume":3739,"editor":[{"first_name":"Laura","last_name":"Giordano","full_name":"Giordano, Laura"},{"last_name":"Jung","first_name":"Jean Christoph","full_name":"Jung, Jean Christoph"},{"full_name":"Ozaki, Ana","first_name":"Ana","last_name":"Ozaki"}],"series_title":"CEUR Workshop Proceedings","_id":"56158","publisher":"CEUR-WS.org","language":[{"iso":"eng"}]},{"type":"conference","department":[{"_id":"27"},{"_id":"518"}],"date_created":"2024-10-14T07:49:24Z","quality_controlled":"1","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"publication":"2024 34th International Conference on Field-Programmable Logic and Applications (FPL)","citation":{"apa":"Opdenhövel, J.-O., Alt, C., Plessl, C., &#38; Kenter, T. (2024). StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs. <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>. <a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">https://doi.org/10.1109/fpl64840.2024.00023</a>","mla":"Opdenhövel, Jan-Oliver, et al. “StencilStream: A SYCL-Based Stencil Simulation Framework Targeting FPGAs.” <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">10.1109/fpl64840.2024.00023</a>.","ieee":"J.-O. Opdenhövel, C. Alt, C. Plessl, and T. Kenter, “StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs,” 2024, doi: <a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">10.1109/fpl64840.2024.00023</a>.","chicago":"Opdenhövel, Jan-Oliver, Christoph Alt, Christian Plessl, and Tobias Kenter. “StencilStream: A SYCL-Based Stencil Simulation Framework Targeting FPGAs.” In <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">https://doi.org/10.1109/fpl64840.2024.00023</a>.","short":"J.-O. Opdenhövel, C. Alt, C. Plessl, T. Kenter, in: 2024 34th International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2024.","ama":"Opdenhövel J-O, Alt C, Plessl C, Kenter T. StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs. In: <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">10.1109/fpl64840.2024.00023</a>","bibtex":"@inproceedings{Opdenhövel_Alt_Plessl_Kenter_2024, title={StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs}, DOI={<a href=\"https://doi.org/10.1109/fpl64840.2024.00023\">10.1109/fpl64840.2024.00023</a>}, booktitle={2024 34th International Conference on Field-Programmable Logic and Applications (FPL)}, publisher={IEEE}, author={Opdenhövel, Jan-Oliver and Alt, Christoph and Plessl, Christian and Kenter, Tobias}, year={2024} }"},"doi":"10.1109/fpl64840.2024.00023","user_id":"3145","_id":"56605","language":[{"iso":"eng"}],"publisher":"IEEE","date_updated":"2024-10-14T07:56:26Z","publication_status":"published","status":"public","title":"StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs","year":"2024","author":[{"id":"73960","orcid":"0000-0003-2314-2784","last_name":"Opdenhövel","first_name":"Jan-Oliver","full_name":"Opdenhövel, Jan-Oliver"},{"id":"100625","first_name":"Christoph","last_name":"Alt","full_name":"Alt, Christoph"},{"id":"16153","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","first_name":"Christian"},{"full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter","id":"3145"}]},{"doi":"10.1109/fccm60383.2024.00014","user_id":"3145","volume":35,"_id":"56607","language":[{"iso":"eng"}],"publisher":"IEEE","date_updated":"2024-10-14T12:27:55Z","publication_status":"published","intvolume":"        35","year":"2024","status":"public","title":"HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory","author":[{"id":"76938","last_name":"Tareen","first_name":"Abdul Rehman","full_name":"Tareen, Abdul Rehman"},{"first_name":"Marius","last_name":"Meyer","full_name":"Meyer, Marius","id":"40778"},{"full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","first_name":"Christian","last_name":"Plessl","id":"16153"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145"}],"type":"conference","department":[{"_id":"27"},{"_id":"518"}],"date_created":"2024-10-14T07:59:08Z","quality_controlled":"1","publication":"2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","citation":{"apa":"Tareen, A. R., Meyer, M., Plessl, C., &#38; Kenter, T. (2024). HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory. <i>2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)</i>, <i>35</i>. <a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">https://doi.org/10.1109/fccm60383.2024.00014</a>","ieee":"A. R. Tareen, M. Meyer, C. Plessl, and T. Kenter, “HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory,” in <i>2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)</i>, 2024, vol. 35, doi: <a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">10.1109/fccm60383.2024.00014</a>.","chicago":"Tareen, Abdul Rehman, Marius Meyer, Christian Plessl, and Tobias Kenter. “HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory.” In <i>2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)</i>, Vol. 35. IEEE, 2024. <a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">https://doi.org/10.1109/fccm60383.2024.00014</a>.","short":"A.R. Tareen, M. Meyer, C. Plessl, T. Kenter, in: 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), IEEE, 2024.","mla":"Tareen, Abdul Rehman, et al. “HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory.” <i>2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)</i>, vol. 35, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">10.1109/fccm60383.2024.00014</a>.","ama":"Tareen AR, Meyer M, Plessl C, Kenter T. HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory. In: <i>2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)</i>. Vol 35. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">10.1109/fccm60383.2024.00014</a>","bibtex":"@inproceedings{Tareen_Meyer_Plessl_Kenter_2024, title={HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory}, volume={35}, DOI={<a href=\"https://doi.org/10.1109/fccm60383.2024.00014\">10.1109/fccm60383.2024.00014</a>}, booktitle={2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)}, publisher={IEEE}, author={Tareen, Abdul Rehman and Meyer, Marius and Plessl, Christian and Kenter, Tobias}, year={2024} }"}},{"doi":"10.1109/fpl64840.2024.00018","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10705609"}],"date_updated":"2024-10-15T08:37:27Z","publication_status":"published","author":[{"last_name":"Stachura","first_name":"Philip","full_name":"Stachura, Philip"},{"first_name":"Guanyu","last_name":"Li","full_name":"Li, Guanyu"},{"full_name":"Wu, Xin","first_name":"Xin","last_name":"Wu","id":"77439"},{"first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","full_name":"Plessl, Christian","id":"16153"},{"full_name":"Fang, Zhenman","last_name":"Fang","first_name":"Zhenman"}],"title":"SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using HBM-based FPGAs","year":"2024","department":[{"_id":"27"},{"_id":"518"}],"type":"conference","date_created":"2024-10-14T08:44:44Z","abstract":[{"lang":"eng","text":"The computation of electron repulsion integrals (ERIs) is a key component for quantum chemical methods. The intensive computation and bandwidth demand for ERI evaluation presents a significant challenge for quantum-mechanics-based atomistic simulations with hybrid density functional theory: due to the tens of trillions of ERI computations in each time step, practical applications are usually limited to thousands of atoms. In this work, we propose SERI, a high-throughput streaming accelerator for ERI computation on HBM-based FPGAs. In contrast to prior buffer-based designs, SERI proposes a novel streaming architecture to address the on-chip buffer limitation and the floorplanning challenge, and leverages the high-bandwidth memory to overcome the bandwidth bottleneck in prior designs. Moreover, to meet the varying computation, bandwidth, and floorplanning requirements between the 55 canonical quartet classes in ERI calculation, we design an automation tool, together with an accurate performance model, to automatically customize the architecture and floorplanning strategy for each canonical quartet class to maximize their throughput. Our performance evaluation on the AMD/Xilinx Alveo U280 FPGA board shows that, SERI achieves an average speedup of 9.80 x over the previous best-performing FPGA design, a 3.21x speedup over a 64-core AMD EPYC 7713 CPU, and a 15.64x speedup over an Nvidia A40 GPU. It reaches a peak throughput of 23.8 GERIS ($10^9$ ERIs per second) on one Alveo U280 FPGA. SERI will be released soon at https://github.com/SFU-HiAccel/SERI."}],"publication":"2024 34th International Conference on Field-Programmable Logic and Applications (FPL)","user_id":"77439","_id":"56609","publisher":"IEEE","page":"60-68","status":"public","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"quality_controlled":"1","citation":{"apa":"Stachura, P., Li, G., Wu, X., Plessl, C., &#38; Fang, Z. (2024). SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using HBM-based FPGAs. <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>, 60–68. <a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">https://doi.org/10.1109/fpl64840.2024.00018</a>","ieee":"P. Stachura, G. Li, X. Wu, C. Plessl, and Z. Fang, “SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using HBM-based FPGAs,” in <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>, 2024, pp. 60–68, doi: <a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">10.1109/fpl64840.2024.00018</a>.","short":"P. Stachura, G. Li, X. Wu, C. Plessl, Z. Fang, in: 2024 34th International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2024, pp. 60–68.","chicago":"Stachura, Philip, Guanyu Li, Xin Wu, Christian Plessl, and Zhenman Fang. “SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry Using HBM-Based FPGAs.” In <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>, 60–68. IEEE, 2024. <a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">https://doi.org/10.1109/fpl64840.2024.00018</a>.","mla":"Stachura, Philip, et al. “SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry Using HBM-Based FPGAs.” <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>, IEEE, 2024, pp. 60–68, doi:<a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">10.1109/fpl64840.2024.00018</a>.","ama":"Stachura P, Li G, Wu X, Plessl C, Fang Z. SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using HBM-based FPGAs. In: <i>2024 34th International Conference on Field-Programmable Logic and Applications (FPL)</i>. IEEE; 2024:60-68. doi:<a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">10.1109/fpl64840.2024.00018</a>","bibtex":"@inproceedings{Stachura_Li_Wu_Plessl_Fang_2024, title={SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using HBM-based FPGAs}, DOI={<a href=\"https://doi.org/10.1109/fpl64840.2024.00018\">10.1109/fpl64840.2024.00018</a>}, booktitle={2024 34th International Conference on Field-Programmable Logic and Applications (FPL)}, publisher={IEEE}, author={Stachura, Philip and Li, Guanyu and Wu, Xin and Plessl, Christian and Fang, Zhenman}, year={2024}, pages={60–68} }"}}]