[{"citation":{"short":"V. Gavini, S. Baroni, V. Blum, D.R. Bowler, A. Buccheri, J.R. Chelikowsky, S. Das, W. Dawson, P. Delugas, M. Dogan, C. Draxl, G. Galli, L. Genovese, P. Giannozzi, M. Giantomassi, X. Gonze, M. Govoni, A. Gulans, F. Gygi, J.M. Herbert, S. Kokott, T. Kühne, K.-H. Liou, T. Miyazaki, P. Motamarri, A. Nakata, J.E. Pask, C. Plessl, L.E. Ratcliff, R.M. Richard, M. Rossi, R. Schade, M. Scheffler, O. Schütt, P. Suryanarayana, M. Torrent, L. Truflandier, T.L. Windus, Q. Xu, V.W.-Z. Yu, D. Perez, ArXiv:2209.12747 (2022).","chicago":"Gavini, Vikram, Stefano Baroni, Volker Blum, David R. Bowler, Alexander Buccheri, James R. Chelikowsky, Sambit Das, et al. “Roadmap on Electronic Structure Codes in the Exascale Era.” <i>ArXiv:2209.12747</i>, 2022.","ieee":"V. Gavini <i>et al.</i>, “Roadmap on Electronic Structure Codes in the Exascale Era,” <i>arXiv:2209.12747</i>. 2022.","apa":"Gavini, V., Baroni, S., Blum, V., Bowler, D. R., Buccheri, A., Chelikowsky, J. R., Das, S., Dawson, W., Delugas, P., Dogan, M., Draxl, C., Galli, G., Genovese, L., Giannozzi, P., Giantomassi, M., Gonze, X., Govoni, M., Gulans, A., Gygi, F., … Perez, D. (2022). Roadmap on Electronic Structure Codes in the Exascale Era. In <i>arXiv:2209.12747</i>.","bibtex":"@article{Gavini_Baroni_Blum_Bowler_Buccheri_Chelikowsky_Das_Dawson_Delugas_Dogan_et al._2022, title={Roadmap on Electronic Structure Codes in the Exascale Era}, journal={arXiv:2209.12747}, author={Gavini, Vikram and Baroni, Stefano and Blum, Volker and Bowler, David R. and Buccheri, Alexander and Chelikowsky, James R. and Das, Sambit and Dawson, William and Delugas, Pietro and Dogan, Mehmet and et al.}, year={2022} }","ama":"Gavini V, Baroni S, Blum V, et al. Roadmap on Electronic Structure Codes in the Exascale Era. <i>arXiv:220912747</i>. Published online 2022.","mla":"Gavini, Vikram, et al. “Roadmap on Electronic Structure Codes in the Exascale Era.” <i>ArXiv:2209.12747</i>, 2022."},"publication":"arXiv:2209.12747","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"abstract":[{"lang":"eng","text":"Electronic structure calculations have been instrumental in providing many\r\nimportant insights into a range of physical and chemical properties of various\r\nmolecular and solid-state systems. Their importance to various fields,\r\nincluding materials science, chemical sciences, computational chemistry and\r\ndevice physics, is underscored by the large fraction of available public\r\nsupercomputing resources devoted to these calculations. As we enter the\r\nexascale era, exciting new opportunities to increase simulation numbers, sizes,\r\nand accuracies present themselves. In order to realize these promises, the\r\ncommunity of electronic structure software developers will however first have\r\nto tackle a number of challenges pertaining to the efficient use of new\r\narchitectures that will rely heavily on massive parallelism and hardware\r\naccelerators. This roadmap provides a broad overview of the state-of-the-art in\r\nelectronic structure calculations and of the various new directions being\r\npursued by the community. It covers 14 electronic structure codes, presenting\r\ntheir current status, their development priorities over the next five years,\r\nand their plans towards tackling the challenges and leveraging the\r\nopportunities presented by the advent of exascale computing."}],"date_created":"2022-09-28T05:25:10Z","external_id":{"arxiv":["2209.12747"]},"department":[{"_id":"27"},{"_id":"518"}],"type":"preprint","author":[{"last_name":"Gavini","first_name":"Vikram","full_name":"Gavini, Vikram"},{"last_name":"Baroni","first_name":"Stefano","full_name":"Baroni, Stefano"},{"first_name":"Volker","last_name":"Blum","full_name":"Blum, Volker"},{"full_name":"Bowler, David R.","first_name":"David R.","last_name":"Bowler"},{"first_name":"Alexander","last_name":"Buccheri","full_name":"Buccheri, Alexander"},{"full_name":"Chelikowsky, James R.","last_name":"Chelikowsky","first_name":"James R."},{"last_name":"Das","first_name":"Sambit","full_name":"Das, Sambit"},{"full_name":"Dawson, William","last_name":"Dawson","first_name":"William"},{"first_name":"Pietro","last_name":"Delugas","full_name":"Delugas, Pietro"},{"full_name":"Dogan, Mehmet","first_name":"Mehmet","last_name":"Dogan"},{"last_name":"Draxl","first_name":"Claudia","full_name":"Draxl, Claudia"},{"last_name":"Galli","first_name":"Giulia","full_name":"Galli, Giulia"},{"last_name":"Genovese","first_name":"Luigi","full_name":"Genovese, Luigi"},{"full_name":"Giannozzi, Paolo","first_name":"Paolo","last_name":"Giannozzi"},{"full_name":"Giantomassi, Matteo","last_name":"Giantomassi","first_name":"Matteo"},{"last_name":"Gonze","first_name":"Xavier","full_name":"Gonze, Xavier"},{"full_name":"Govoni, Marco","last_name":"Govoni","first_name":"Marco"},{"full_name":"Gulans, Andris","last_name":"Gulans","first_name":"Andris"},{"full_name":"Gygi, François","last_name":"Gygi","first_name":"François"},{"full_name":"Herbert, John M.","last_name":"Herbert","first_name":"John M."},{"first_name":"Sebastian","last_name":"Kokott","full_name":"Kokott, Sebastian"},{"id":"49079","full_name":"Kühne, Thomas","first_name":"Thomas","last_name":"Kühne"},{"full_name":"Liou, Kai-Hsin","last_name":"Liou","first_name":"Kai-Hsin"},{"first_name":"Tsuyoshi","last_name":"Miyazaki","full_name":"Miyazaki, Tsuyoshi"},{"first_name":"Phani","last_name":"Motamarri","full_name":"Motamarri, Phani"},{"last_name":"Nakata","first_name":"Ayako","full_name":"Nakata, Ayako"},{"full_name":"Pask, John E.","first_name":"John E.","last_name":"Pask"},{"orcid":"0000-0001-5728-9982","last_name":"Plessl","first_name":"Christian","full_name":"Plessl, Christian","id":"16153"},{"first_name":"Laura E.","last_name":"Ratcliff","full_name":"Ratcliff, Laura E."},{"first_name":"Ryan M.","last_name":"Richard","full_name":"Richard, Ryan M."},{"full_name":"Rossi, Mariana","last_name":"Rossi","first_name":"Mariana"},{"id":"75963","first_name":"Robert","orcid":"0000-0002-6268-539","last_name":"Schade","full_name":"Schade, Robert"},{"full_name":"Scheffler, Matthias","last_name":"Scheffler","first_name":"Matthias"},{"first_name":"Ole","last_name":"Schütt","full_name":"Schütt, Ole"},{"full_name":"Suryanarayana, Phanish","first_name":"Phanish","last_name":"Suryanarayana"},{"full_name":"Torrent, Marc","first_name":"Marc","last_name":"Torrent"},{"last_name":"Truflandier","first_name":"Lionel","full_name":"Truflandier, Lionel"},{"last_name":"Windus","first_name":"Theresa L.","full_name":"Windus, Theresa L."},{"full_name":"Xu, Qimen","last_name":"Xu","first_name":"Qimen"},{"last_name":"Yu","first_name":"Victor W. -Z.","full_name":"Yu, Victor W. -Z."},{"full_name":"Perez, Danny","last_name":"Perez","first_name":"Danny"}],"title":"Roadmap on Electronic Structure Codes in the Exascale Era","status":"public","year":"2022","date_updated":"2023-07-28T08:03:41Z","_id":"33493","language":[{"iso":"eng"}],"user_id":"24135"},{"year":"2022","status":"public","title":"A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges","author":[{"full_name":"Karp, Martin","last_name":"Karp","first_name":"Martin"},{"last_name":"Podobas","first_name":"Artur","full_name":"Podobas, Artur"},{"last_name":"Kenter","first_name":"Tobias","full_name":"Kenter, Tobias","id":"3145"},{"full_name":"Jansson, Niclas","first_name":"Niclas","last_name":"Jansson"},{"full_name":"Plessl, Christian","last_name":"Plessl","first_name":"Christian","orcid":"0000-0001-5728-9982","id":"16153"},{"full_name":"Schlatter, Philipp","first_name":"Philipp","last_name":"Schlatter"},{"full_name":"Markidis, Stefano","last_name":"Markidis","first_name":"Stefano"}],"publication_status":"published","date_updated":"2023-07-28T11:53:15Z","main_file_link":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3492805.3492808","open_access":"1"}],"_id":"46193","publisher":"ACM","language":[{"iso":"eng"}],"user_id":"3145","doi":"10.1145/3492805.3492808","publication":"International Conference on High Performance Computing in Asia-Pacific Region","citation":{"apa":"Karp, M., Podobas, A., Kenter, T., Jansson, N., Plessl, C., Schlatter, P., &#38; Markidis, S. (2022). A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges. <i>International Conference on High Performance Computing in Asia-Pacific Region</i>. <a href=\"https://doi.org/10.1145/3492805.3492808\">https://doi.org/10.1145/3492805.3492808</a>","ieee":"M. Karp <i>et al.</i>, “A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges,” 2022, doi: <a href=\"https://doi.org/10.1145/3492805.3492808\">10.1145/3492805.3492808</a>.","chicago":"Karp, Martin, Artur Podobas, Tobias Kenter, Niclas Jansson, Christian Plessl, Philipp Schlatter, and Stefano Markidis. “A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges.” In <i>International Conference on High Performance Computing in Asia-Pacific Region</i>. ACM, 2022. <a href=\"https://doi.org/10.1145/3492805.3492808\">https://doi.org/10.1145/3492805.3492808</a>.","short":"M. Karp, A. Podobas, T. Kenter, N. Jansson, C. Plessl, P. Schlatter, S. Markidis, in: International Conference on High Performance Computing in Asia-Pacific Region, ACM, 2022.","mla":"Karp, Martin, et al. “A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges.” <i>International Conference on High Performance Computing in Asia-Pacific Region</i>, ACM, 2022, doi:<a href=\"https://doi.org/10.1145/3492805.3492808\">10.1145/3492805.3492808</a>.","ama":"Karp M, Podobas A, Kenter T, et al. A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges. In: <i>International Conference on High Performance Computing in Asia-Pacific Region</i>. ACM; 2022. doi:<a href=\"https://doi.org/10.1145/3492805.3492808\">10.1145/3492805.3492808</a>","bibtex":"@inproceedings{Karp_Podobas_Kenter_Jansson_Plessl_Schlatter_Markidis_2022, title={A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges}, DOI={<a href=\"https://doi.org/10.1145/3492805.3492808\">10.1145/3492805.3492808</a>}, booktitle={International Conference on High Performance Computing in Asia-Pacific Region}, publisher={ACM}, author={Karp, Martin and Podobas, Artur and Kenter, Tobias and Jansson, Niclas and Plessl, Christian and Schlatter, Philipp and Markidis, Stefano}, year={2022} }"},"quality_controlled":"1","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2023-07-28T11:51:55Z","type":"conference","department":[{"_id":"27"},{"_id":"518"}],"oa":"1"},{"year":"2022","status":"public","title":"CP2K on the road to exascale","author":[{"full_name":"Kühne, Thomas","last_name":"Kühne","first_name":"Thomas","id":"49079"},{"full_name":"Plessl, Christian","last_name":"Plessl","first_name":"Christian","orcid":"0000-0001-5728-9982","id":"16153"},{"full_name":"Schade, Robert","first_name":"Robert","orcid":"0000-0002-6268-539","last_name":"Schade","id":"75963"},{"full_name":"Schütt, Ole","first_name":"Ole","last_name":"Schütt"}],"date_updated":"2023-08-02T14:55:35Z","main_file_link":[{"url":"https://arxiv.org/abs/2205.14741"}],"language":[{"iso":"eng"}],"_id":"32404","user_id":"75963","publication":"arXiv:2205.14741","citation":{"short":"T. Kühne, C. Plessl, R. Schade, O. Schütt, ArXiv:2205.14741 (2022).","chicago":"Kühne, Thomas, Christian Plessl, Robert Schade, and Ole Schütt. “CP2K on the Road to Exascale.” <i>ArXiv:2205.14741</i>, 2022.","apa":"Kühne, T., Plessl, C., Schade, R., &#38; Schütt, O. (2022). CP2K on the road to exascale. In <i>arXiv:2205.14741</i>.","ieee":"T. Kühne, C. Plessl, R. Schade, and O. Schütt, “CP2K on the road to exascale,” <i>arXiv:2205.14741</i>. 2022.","ama":"Kühne T, Plessl C, Schade R, Schütt O. CP2K on the road to exascale. <i>arXiv:220514741</i>. Published online 2022.","bibtex":"@article{Kühne_Plessl_Schade_Schütt_2022, title={CP2K on the road to exascale}, journal={arXiv:2205.14741}, author={Kühne, Thomas and Plessl, Christian and Schade, Robert and Schütt, Ole}, year={2022} }","mla":"Kühne, Thomas, et al. “CP2K on the Road to Exascale.” <i>ArXiv:2205.14741</i>, 2022."},"abstract":[{"lang":"eng","text":"The CP2K program package, which can be considered as the swiss army knife of\r\natomistic simulations, is presented with a special emphasis on ab-initio\r\nmolecular dynamics using the second-generation Car-Parrinello method. After\r\noutlining current and near-term development efforts with regards to massively\r\nparallel low-scaling post-Hartree-Fock and eigenvalue solvers, novel approaches\r\non how we plan to take full advantage of future low-precision hardware\r\narchitectures are introduced. Our focus here is on combining our submatrix\r\nmethod with the approximate computing paradigm to address the immanent exascale\r\nera."}],"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"external_id":{"arxiv":["2205.14741"]},"date_created":"2022-07-22T08:14:08Z","type":"preprint","department":[{"_id":"27"},{"_id":"518"},{"_id":"304"}]},{"date_created":"2022-08-29T14:07:01Z","department":[{"_id":"27"},{"_id":"518"}],"type":"journal_article","publication":"Phys. Rev. Research","abstract":[{"lang":"eng","text":"A parallel hybrid quantum-classical algorithm for the solution of the quantum-chemical ground-state energy problem on gate-based quantum computers is presented. This approach is based on the reduced density-matrix functional theory (RDMFT) formulation of the electronic structure problem. For that purpose, the density-matrix functional of the full system is decomposed into an indirectly coupled sum of density-matrix functionals for all its subsystems using the adaptive cluster approximation to RDMFT. The approximations involved in the decomposition and the adaptive cluster approximation itself can be systematically converged to the exact result. The solutions for the density-matrix functionals of the effective subsystems involves a constrained minimization over many-particle states that are approximated by parametrized trial states on the quantum computer similarly to the variational quantum eigensolver. The independence of the density-matrix functionals of the effective subsystems introduces a new level of parallelization and allows for the computational treatment of much larger molecules on a quantum computer with a given qubit count. In addition, for the proposed algorithm techniques are presented to reduce the qubit count, the number of quantum programs, as well as its depth. The evaluation of a density-matrix functional as the essential part of our approach is demonstrated for Hubbard-like systems on IBM quantum computers based on superconducting transmon qubits."}],"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.4.033160"}],"doi":"10.1103/PhysRevResearch.4.033160","author":[{"full_name":"Schade, Robert","orcid":"0000-0002-6268-539","first_name":"Robert","last_name":"Schade","id":"75963"},{"id":"90082","full_name":"Bauer, Carsten","last_name":"Bauer","first_name":"Carsten"},{"id":"50177","last_name":"Tamoev","first_name":"Konstantin","full_name":"Tamoev, Konstantin"},{"full_name":"Mazur, Lukas","last_name":"Mazur","first_name":"Lukas","orcid":" 0000-0001-6304-7082","id":"90492"},{"id":"16153","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","first_name":"Christian","last_name":"Plessl"},{"last_name":"Kühne","first_name":"Thomas","full_name":"Kühne, Thomas","id":"49079"}],"title":"Parallel quantum chemistry on noisy intermediate-scale quantum computers","year":"2022","intvolume":"         4","article_type":"original","date_updated":"2023-08-02T15:04:22Z","publication_status":"published","oa":"1","citation":{"ieee":"R. Schade, C. Bauer, K. Tamoev, L. Mazur, C. Plessl, and T. Kühne, “Parallel quantum chemistry on noisy intermediate-scale quantum computers,” <i>Phys. Rev. Research</i>, vol. 4, p. 033160, 2022, doi: <a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">10.1103/PhysRevResearch.4.033160</a>.","apa":"Schade, R., Bauer, C., Tamoev, K., Mazur, L., Plessl, C., &#38; Kühne, T. (2022). Parallel quantum chemistry on noisy intermediate-scale quantum computers. <i>Phys. Rev. Research</i>, <i>4</i>, 033160. <a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">https://doi.org/10.1103/PhysRevResearch.4.033160</a>","mla":"Schade, Robert, et al. “Parallel Quantum Chemistry on Noisy Intermediate-Scale Quantum Computers.” <i>Phys. Rev. Research</i>, vol. 4, American Physical Society, 2022, p. 033160, doi:<a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">10.1103/PhysRevResearch.4.033160</a>.","bibtex":"@article{Schade_Bauer_Tamoev_Mazur_Plessl_Kühne_2022, title={Parallel quantum chemistry on noisy intermediate-scale quantum computers}, volume={4}, DOI={<a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">10.1103/PhysRevResearch.4.033160</a>}, journal={Phys. Rev. Research}, publisher={American Physical Society}, author={Schade, Robert and Bauer, Carsten and Tamoev, Konstantin and Mazur, Lukas and Plessl, Christian and Kühne, Thomas}, year={2022}, pages={033160} }","ama":"Schade R, Bauer C, Tamoev K, Mazur L, Plessl C, Kühne T. Parallel quantum chemistry on noisy intermediate-scale quantum computers. <i>Phys Rev Research</i>. 2022;4:033160. doi:<a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">10.1103/PhysRevResearch.4.033160</a>","short":"R. Schade, C. Bauer, K. Tamoev, L. Mazur, C. Plessl, T. Kühne, Phys. Rev. Research 4 (2022) 033160.","chicago":"Schade, Robert, Carsten Bauer, Konstantin Tamoev, Lukas Mazur, Christian Plessl, and Thomas Kühne. “Parallel Quantum Chemistry on Noisy Intermediate-Scale Quantum Computers.” <i>Phys. Rev. Research</i> 4 (2022): 033160. <a href=\"https://doi.org/10.1103/PhysRevResearch.4.033160\">https://doi.org/10.1103/PhysRevResearch.4.033160</a>."},"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"quality_controlled":"1","publisher":"American Physical Society","_id":"33226","page":"033160","volume":4,"user_id":"75963","status":"public"},{"publication":"Parallel Computing","department":[{"_id":"613"},{"_id":"27"},{"_id":"518"}],"keyword":["Artificial Intelligence","Computer Graphics and Computer-Aided Design","Computer Networks and Communications","Hardware and Architecture","Theoretical Computer Science","Software"],"type":"journal_article","date_created":"2022-10-11T08:17:02Z","intvolume":"       111","publication_status":"published","date_updated":"2023-08-02T15:03:55Z","publication_identifier":{"issn":["0167-8191"]},"author":[{"last_name":"Schade","first_name":"Robert","orcid":"0000-0002-6268-539","full_name":"Schade, Robert","id":"75963"},{"full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter","id":"3145"},{"first_name":"Hossam","orcid":"0000-0002-4945-1481","last_name":"Elgabarty","full_name":"Elgabarty, Hossam","id":"60250"},{"last_name":"Lass","first_name":"Michael","orcid":"0000-0002-5708-7632","full_name":"Lass, Michael","id":"24135"},{"full_name":"Schütt, Ole","last_name":"Schütt","first_name":"Ole"},{"first_name":"Alfio","last_name":"Lazzaro","full_name":"Lazzaro, Alfio"},{"last_name":"Pabst","first_name":"Hans","full_name":"Pabst, Hans"},{"full_name":"Mohr, Stephan","first_name":"Stephan","last_name":"Mohr"},{"full_name":"Hutter, Jürg","last_name":"Hutter","first_name":"Jürg"},{"last_name":"Kühne","first_name":"Thomas","full_name":"Kühne, Thomas","id":"49079"},{"full_name":"Plessl, Christian","first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","id":"16153"}],"title":"Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms","year":"2022","doi":"10.1016/j.parco.2022.102920","language":[{"iso":"eng"}],"article_number":"102920","main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S0167819122000242","open_access":"1"}],"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"quality_controlled":"1","citation":{"bibtex":"@article{Schade_Kenter_Elgabarty_Lass_Schütt_Lazzaro_Pabst_Mohr_Hutter_Kühne_et al._2022, title={Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms}, volume={111}, DOI={<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>}, number={102920}, journal={Parallel Computing}, publisher={Elsevier BV}, author={Schade, Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Schütt, Ole and Lazzaro, Alfio and Pabst, Hans and Mohr, Stephan and Hutter, Jürg and Kühne, Thomas and et al.}, year={2022} }","ama":"Schade R, Kenter T, Elgabarty H, et al. Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. <i>Parallel Computing</i>. 2022;111. doi:<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>","mla":"Schade, Robert, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” <i>Parallel Computing</i>, vol. 111, 102920, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>.","chicago":"Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Ole Schütt, Alfio Lazzaro, Hans Pabst, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” <i>Parallel Computing</i> 111 (2022). <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">https://doi.org/10.1016/j.parco.2022.102920</a>.","short":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst, S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).","ieee":"R. Schade <i>et al.</i>, “Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms,” <i>Parallel Computing</i>, vol. 111, Art. no. 102920, 2022, doi: <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">10.1016/j.parco.2022.102920</a>.","apa":"Schade, R., Kenter, T., Elgabarty, H., Lass, M., Schütt, O., Lazzaro, A., Pabst, H., Mohr, S., Hutter, J., Kühne, T., &#38; Plessl, C. (2022). Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms. <i>Parallel Computing</i>, <i>111</i>, Article 102920. <a href=\"https://doi.org/10.1016/j.parco.2022.102920\">https://doi.org/10.1016/j.parco.2022.102920</a>"},"oa":"1","status":"public","volume":111,"user_id":"75963","publisher":"Elsevier BV","_id":"33684"},{"abstract":[{"text":"In backward error analysis, an approximate solution to an equation is compared to the exact solution to a nearby ‘modified’ equation. In numerical ordinary differential equations, the two agree up to any power of the step size. If the differential equation has a geometric property then the modified equation may share it. In this way, known properties of differential equations can be applied to the approximation. But for partial differential equations, the known modified equations are of higher order, limiting applicability of the theory. Therefore, we study symmetric solutions of discretized\r\npartial differential equations that arise from a discrete variational principle. These symmetric solutions obey infinite-dimensional functional equations. We show that these equations admit second-order modified equations which are Hamiltonian and also possess first-order Lagrangians in modified coordinates. The modified equation and its associated structures are computed explicitly for the case of rotating travelling waves in the nonlinear wave equation.","lang":"eng"}],"related_material":{"link":[{"relation":"software","url":"https://github.com/Christian-Offen/multisymplectic"}]},"publication":"Journal of Geometric Mechanics","issue":"3","department":[{"_id":"636"}],"type":"journal_article","date_created":"2020-10-06T16:33:19Z","file":[{"file_id":"31859","content_type":"application/pdf","title":"Backward error analysis for variational discretisations of PDEs","file_name":"2_BlendedBEASymmPDE.pdf","file_size":1507248,"access_level":"open_access","relation":"main_file","date_updated":"2022-06-13T09:11:38Z","date_created":"2022-06-13T09:11:38Z","description":"In backward error analysis, an approximate solution to an equa-\ntion is compared to the exact solution to a nearby ‘modified’ equation. In\nnumerical ordinary differential equations, the two agree up to any power of\nthe step size. If the differential equation has a geometric property then the\nmodified equation may share it. In this way, known properties of differential\nequations can be applied to the approximation. But for partial differential\nequations, the known modified equations are of higher order, limiting appli-\ncability of the theory. Therefore, we study symmetric solutions of discretized\npartial differential equations that arise from a discrete variational principle.\nThese symmetric solutions obey infinite-dimensional functional equations. We\nshow that these equations admit second-order modified equations which are\nHamiltonian and also possess first-order Lagrangians in modified coordinates.\nThe modified equation and its associated structures are computed explicitly\nfor the case of rotating travelling waves in the nonlinear wave equation.","creator":"coffen"}],"article_type":"original","intvolume":"        14","publication_status":"published","date_updated":"2023-08-10T08:44:55Z","author":[{"full_name":"McLachlan, Robert I","last_name":"McLachlan","first_name":"Robert I"},{"id":"85279","orcid":"https://orcid.org/0000-0002-5940-8057","last_name":"Offen","first_name":"Christian","full_name":"Offen, Christian"}],"title":"Backward error analysis for variational discretisations of partial  differential equations","year":"2022","doi":"10.3934/jgm.2022014","language":[{"iso":"eng"}],"citation":{"mla":"McLachlan, Robert I., and Christian Offen. “Backward Error Analysis for Variational Discretisations of Partial  Differential Equations.” <i>Journal of Geometric Mechanics</i>, vol. 14, no. 3, AIMS, 2022, pp. 447–71, doi:<a href=\"https://doi.org/10.3934/jgm.2022014\">10.3934/jgm.2022014</a>.","bibtex":"@article{McLachlan_Offen_2022, title={Backward error analysis for variational discretisations of partial  differential equations}, volume={14}, DOI={<a href=\"https://doi.org/10.3934/jgm.2022014\">10.3934/jgm.2022014</a>}, number={3}, journal={Journal of Geometric Mechanics}, publisher={AIMS}, author={McLachlan, Robert I and Offen, Christian}, year={2022}, pages={447–471} }","ama":"McLachlan RI, Offen C. Backward error analysis for variational discretisations of partial  differential equations. <i>Journal of Geometric Mechanics</i>. 2022;14(3):447-471. doi:<a href=\"https://doi.org/10.3934/jgm.2022014\">10.3934/jgm.2022014</a>","ieee":"R. I. McLachlan and C. Offen, “Backward error analysis for variational discretisations of partial  differential equations,” <i>Journal of Geometric Mechanics</i>, vol. 14, no. 3, pp. 447–471, 2022, doi: <a href=\"https://doi.org/10.3934/jgm.2022014\">10.3934/jgm.2022014</a>.","apa":"McLachlan, R. I., &#38; Offen, C. (2022). Backward error analysis for variational discretisations of partial  differential equations. <i>Journal of Geometric Mechanics</i>, <i>14</i>(3), 447–471. <a href=\"https://doi.org/10.3934/jgm.2022014\">https://doi.org/10.3934/jgm.2022014</a>","chicago":"McLachlan, Robert I, and Christian Offen. “Backward Error Analysis for Variational Discretisations of Partial  Differential Equations.” <i>Journal of Geometric Mechanics</i> 14, no. 3 (2022): 447–71. <a href=\"https://doi.org/10.3934/jgm.2022014\">https://doi.org/10.3934/jgm.2022014</a>.","short":"R.I. McLachlan, C. Offen, Journal of Geometric Mechanics 14 (2022) 447–471."},"file_date_updated":"2022-06-13T09:11:38Z","oa":"1","external_id":{"arxiv":["2006.14172"]},"has_accepted_license":"1","status":"public","volume":14,"user_id":"85279","ddc":["510"],"_id":"19941","publisher":"AIMS","page":"447 - 471"},{"type":"journal_article","department":[{"_id":"636"}],"file":[{"date_created":"2021-12-13T14:56:15Z","creator":"coffen","file_id":"28734","content_type":"application/pdf","relation":"main_file","date_updated":"2021-12-13T14:56:15Z","file_name":"SymplecticShadowIntegration_AIP.pdf","file_size":2285059,"access_level":"open_access"}],"date_created":"2021-08-11T08:24:02Z","abstract":[{"lang":"eng","text":"Hamiltonian systems are differential equations which describe systems in classical mechanics, plasma physics, and sampling problems. They exhibit many structural properties, such as a lack of attractors and the presence of conservation laws. To predict Hamiltonian dynamics based on discrete trajectory observations, incorporation of prior knowledge about Hamiltonian structure greatly improves predictions. This is typically done by learning the system's Hamiltonian and then integrating the Hamiltonian vector field with a symplectic integrator. For this, however, Hamiltonian data needs to be approximated based on the trajectory observations. Moreover, the numerical integrator introduces an additional discretisation error. In this paper, we show that an inverse modified Hamiltonian structure adapted to the geometric integrator can be learned directly from observations. A separate approximation step for the Hamiltonian data avoided. The inverse modified data compensates for the discretisation error such that the discretisation error is eliminated. The technique is developed for Gaussian Processes."}],"related_material":{"link":[{"description":"GitHub","url":"https://github.com/Christian-Offen/symplectic-shadow-integration","relation":"software"}]},"publication":"Chaos: An Interdisciplinary Journal of Nonlinear Science","doi":"10.1063/5.0065913","main_file_link":[{"url":"https://aip.scitation.org/doi/abs/10.1063/5.0065913","open_access":"1"}],"language":[{"iso":"eng"}],"date_updated":"2023-08-10T08:48:14Z","publication_status":"published","article_type":"original","title":"Symplectic integration of learned Hamiltonian systems","year":"2022","author":[{"orcid":"0000-0002-5940-8057","last_name":"Offen","first_name":"Christian","full_name":"Offen, Christian","id":"85279"},{"id":"16494","full_name":"Ober-Blöbaum, Sina","last_name":"Ober-Blöbaum","first_name":"Sina"}],"oa":"1","external_id":{"arxiv":["2108.02492"]},"quality_controlled":"1","file_date_updated":"2021-12-13T14:56:15Z","citation":{"bibtex":"@article{Offen_Ober-Blöbaum_2022, title={Symplectic integration of learned Hamiltonian systems}, volume={32(1)}, DOI={<a href=\"https://doi.org/10.1063/5.0065913\">10.1063/5.0065913</a>}, journal={Chaos: An Interdisciplinary Journal of Nonlinear Science}, publisher={AIP}, author={Offen, Christian and Ober-Blöbaum, Sina}, year={2022} }","chicago":"Offen, Christian, and Sina Ober-Blöbaum. “Symplectic Integration of Learned Hamiltonian Systems.” <i>Chaos: An Interdisciplinary Journal of Nonlinear Science</i> 32(1) (2022). <a href=\"https://doi.org/10.1063/5.0065913\">https://doi.org/10.1063/5.0065913</a>.","ama":"Offen C, Ober-Blöbaum S. Symplectic integration of learned Hamiltonian systems. <i>Chaos: An Interdisciplinary Journal of Nonlinear Science</i>. 2022;32(1). doi:<a href=\"https://doi.org/10.1063/5.0065913\">10.1063/5.0065913</a>","short":"C. Offen, S. Ober-Blöbaum, Chaos: An Interdisciplinary Journal of Nonlinear Science 32(1) (2022).","ieee":"C. Offen and S. Ober-Blöbaum, “Symplectic integration of learned Hamiltonian systems,” <i>Chaos: An Interdisciplinary Journal of Nonlinear Science</i>, vol. 32(1), 2022, doi: <a href=\"https://doi.org/10.1063/5.0065913\">10.1063/5.0065913</a>.","mla":"Offen, Christian, and Sina Ober-Blöbaum. “Symplectic Integration of Learned Hamiltonian Systems.” <i>Chaos: An Interdisciplinary Journal of Nonlinear Science</i>, vol. 32(1), AIP, 2022, doi:<a href=\"https://doi.org/10.1063/5.0065913\">10.1063/5.0065913</a>.","apa":"Offen, C., &#38; Ober-Blöbaum, S. (2022). Symplectic integration of learned Hamiltonian systems. <i>Chaos: An Interdisciplinary Journal of Nonlinear Science</i>, <i>32(1)</i>. <a href=\"https://doi.org/10.1063/5.0065913\">https://doi.org/10.1063/5.0065913</a>"},"ddc":["510"],"user_id":"85279","volume":"32(1)","publisher":"AIP","_id":"23382","has_accepted_license":"1","status":"public"},{"publication":"Beiträge zum Mathematikunterricht","citation":{"mla":"Dröse, Jennifer. “Verstehensgrundlagen Diagnostizieren - Diagnostisches Denken von Drei Professionalisierungsgruppen.” <i>Beiträge Zum Mathematikunterricht</i>, 2022.","ama":"Dröse J. Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen. In: <i>Beiträge Zum Mathematikunterricht</i>. ; 2022.","bibtex":"@inproceedings{Dröse_2022, title={Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen}, booktitle={Beiträge zum Mathematikunterricht}, author={Dröse, Jennifer}, year={2022} }","apa":"Dröse, J. (2022). Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen. <i>Beiträge Zum Mathematikunterricht</i>.","ieee":"J. Dröse, “Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen,” 2022.","chicago":"Dröse, Jennifer. “Verstehensgrundlagen Diagnostizieren - Diagnostisches Denken von Drei Professionalisierungsgruppen.” In <i>Beiträge Zum Mathematikunterricht</i>, 2022.","short":"J. Dröse, in: Beiträge Zum Mathematikunterricht, 2022."},"type":"conference","department":[{"_id":"98"}],"date_created":"2023-01-27T19:00:01Z","date_updated":"2023-08-15T06:04:03Z","status":"public","title":"Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen","year":"2022","author":[{"id":"85820","first_name":"Jennifer","last_name":"Dröse","full_name":"Dröse, Jennifer"}],"user_id":"85820","language":[{"iso":"eng"}],"_id":"40613"},{"title":"MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs","year":"2022","status":"public","publication_identifier":{"eisbn":["978-3-031-19433-7"],"isbn":["978-3-031-19432-0"]},"author":[{"id":"72768","full_name":"Zahera, Hamada Mohamed Abdelsamee","orcid":"0000-0003-0215-1278","last_name":"Zahera","first_name":"Hamada Mohamed Abdelsamee"},{"full_name":"Vollmers, Daniel","first_name":"Daniel","last_name":"Vollmers"},{"id":"67234","orcid":"https://orcid.org/0000-0002-9927-2203","last_name":"Sherif","first_name":"Mohamed","full_name":"Sherif, Mohamed"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"publication_status":"accepted","date_updated":"2023-08-16T10:20:31Z","_id":"46538","publisher":"Springer, Cham","language":[{"iso":"eng"}],"user_id":"67234","doi":"10.1007/978-3-031-19433-7_18","publication":"ISWC 2022","citation":{"short":"H.M.A. Zahera, D. Vollmers, M. Sherif, A.-C. Ngonga Ngomo, in: ISWC 2022, Springer, Cham, n.d.","chicago":"Zahera, Hamada Mohamed Abdelsamee, Daniel Vollmers, Mohamed Sherif, and Axel-Cyrille Ngonga Ngomo. “MultPAX: Keyphrase Extraction Using Language Models and Knowledge Graphs.” In <i>ISWC 2022</i>. Springer, Cham, n.d. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">https://doi.org/10.1007/978-3-031-19433-7_18</a>.","apa":"Zahera, H. M. A., Vollmers, D., Sherif, M., &#38; Ngonga Ngomo, A.-C. (n.d.). MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs. <i>ISWC 2022</i>. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">https://doi.org/10.1007/978-3-031-19433-7_18</a>","ieee":"H. M. A. Zahera, D. Vollmers, M. Sherif, and A.-C. Ngonga Ngomo, “MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs,” doi: <a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">10.1007/978-3-031-19433-7_18</a>.","ama":"Zahera HMA, Vollmers D, Sherif M, Ngonga Ngomo A-C. MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs. In: <i>ISWC 2022</i>. Springer, Cham. doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">10.1007/978-3-031-19433-7_18</a>","bibtex":"@inproceedings{Zahera_Vollmers_Sherif_Ngonga Ngomo, title={MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">10.1007/978-3-031-19433-7_18</a>}, booktitle={ISWC 2022}, publisher={Springer, Cham}, author={Zahera, Hamada Mohamed Abdelsamee and Vollmers, Daniel and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille} }","mla":"Zahera, Hamada Mohamed Abdelsamee, et al. “MultPAX: Keyphrase Extraction Using Language Models and Knowledge Graphs.” <i>ISWC 2022</i>, Springer, Cham, doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_18\">10.1007/978-3-031-19433-7_18</a>."},"date_created":"2023-08-16T10:16:05Z","type":"conference","keyword":["colide dice eml4u ngonga raki sherif speaker vollmers zahera"],"department":[{"_id":"34"}]},{"project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"}],"citation":{"bibtex":"@inproceedings{Dongol_Schellhorn_Wehrheim_2022, series={LIPIcs}, title={Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement}, volume={243}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">10.4230/LIPIcs.CONCUR.2022.31</a>}, booktitle={33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland}, publisher={Schloss Dagstuhl - Leibniz-Zentrum für Informatik}, author={Dongol, Brijesh and Schellhorn, Gerhard and Wehrheim, Heike}, editor={Klin, Bartek and Lasota, Slawomir and Muscholl, Anca}, year={2022}, pages={31:1–31:23}, collection={LIPIcs} }","ama":"Dongol B, Schellhorn G, Wehrheim H. Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement. In: Klin B, Lasota S, Muscholl A, eds. <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>. Vol 243. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:31:1–31:23. doi:<a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">10.4230/LIPIcs.CONCUR.2022.31</a>","mla":"Dongol, Brijesh, et al. “Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement.” <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>, edited by Bartek Klin et al., vol. 243, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 31:1–31:23, doi:<a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">10.4230/LIPIcs.CONCUR.2022.31</a>.","chicago":"Dongol, Brijesh, Gerhard Schellhorn, and Heike Wehrheim. “Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement.” In <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>, edited by Bartek Klin, Slawomir Lasota, and Anca Muscholl, 243:31:1–31:23. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022. <a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">https://doi.org/10.4230/LIPIcs.CONCUR.2022.31</a>.","short":"B. Dongol, G. Schellhorn, H. Wehrheim, in: B. Klin, S. Lasota, A. Muscholl (Eds.), 33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 31:1–31:23.","ieee":"B. Dongol, G. Schellhorn, and H. Wehrheim, “Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement,” in <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>, 2022, vol. 243, p. 31:1–31:23, doi: <a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">10.4230/LIPIcs.CONCUR.2022.31</a>.","apa":"Dongol, B., Schellhorn, G., &#38; Wehrheim, H. (2022). Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement. In B. Klin, S. Lasota, &#38; A. Muscholl (Eds.), <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i> (Vol. 243, p. 31:1–31:23). Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href=\"https://doi.org/10.4230/LIPIcs.CONCUR.2022.31\">https://doi.org/10.4230/LIPIcs.CONCUR.2022.31</a>"},"editor":[{"first_name":"Bartek","last_name":"Klin","full_name":"Klin, Bartek"},{"last_name":"Lasota","first_name":"Slawomir","full_name":"Lasota, Slawomir"},{"first_name":"Anca","last_name":"Muscholl","full_name":"Muscholl, Anca"}],"volume":243,"user_id":"477","publisher":"Schloss Dagstuhl - Leibniz-Zentrum für Informatik","_id":"45248","page":"31:1–31:23","status":"public","department":[{"_id":"77"}],"type":"conference","date_created":"2023-05-24T07:55:24Z","publication":"33rd International Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland","doi":"10.4230/LIPIcs.CONCUR.2022.31","series_title":"LIPIcs","language":[{"iso":"eng"}],"intvolume":"       243","date_updated":"2023-08-28T12:24:57Z","author":[{"last_name":"Dongol","first_name":"Brijesh","full_name":"Dongol, Brijesh"},{"first_name":"Gerhard","last_name":"Schellhorn","full_name":"Schellhorn, Gerhard"},{"first_name":"Heike","last_name":"Wehrheim","full_name":"Wehrheim, Heike","id":"573"}],"year":"2022","title":"Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement"},{"date_created":"2021-11-10T14:36:27Z","type":"journal_article","department":[{"_id":"27"},{"_id":"518"}],"publication":"Journal of Parallel and Distributed Computing","citation":{"mla":"Meyer, Marius, et al. “In-Depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs Using OpenCL.” <i>Journal of Parallel and Distributed Computing</i>, 2022, doi:<a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">10.1016/j.jpdc.2021.10.007</a>.","ama":"Meyer M, Kenter T, Plessl C. In-depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs using OpenCL. <i>Journal of Parallel and Distributed Computing</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">10.1016/j.jpdc.2021.10.007</a>","bibtex":"@article{Meyer_Kenter_Plessl_2022, title={In-depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs using OpenCL}, DOI={<a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">10.1016/j.jpdc.2021.10.007</a>}, journal={Journal of Parallel and Distributed Computing}, author={Meyer, Marius and Kenter, Tobias and Plessl, Christian}, year={2022} }","apa":"Meyer, M., Kenter, T., &#38; Plessl, C. (2022). In-depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs using OpenCL. <i>Journal of Parallel and Distributed Computing</i>. <a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">https://doi.org/10.1016/j.jpdc.2021.10.007</a>","ieee":"M. Meyer, T. Kenter, and C. Plessl, “In-depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs using OpenCL,” <i>Journal of Parallel and Distributed Computing</i>, 2022, doi: <a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">10.1016/j.jpdc.2021.10.007</a>.","chicago":"Meyer, Marius, Tobias Kenter, and Christian Plessl. “In-Depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs Using OpenCL.” <i>Journal of Parallel and Distributed Computing</i>, 2022. <a href=\"https://doi.org/10.1016/j.jpdc.2021.10.007\">https://doi.org/10.1016/j.jpdc.2021.10.007</a>.","short":"M. Meyer, T. Kenter, C. Plessl, Journal of Parallel and Distributed Computing (2022)."},"quality_controlled":"1","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"27364","language":[{"iso":"eng"}],"user_id":"15278","doi":"10.1016/j.jpdc.2021.10.007","status":"public","year":"2022","title":"In-depth FPGA Accelerator Performance Evaluation with Single Node Benchmarks from the HPC Challenge Benchmark Suite for Intel and Xilinx FPGAs using OpenCL","publication_identifier":{"issn":["0743-7315"]},"author":[{"id":"40778","full_name":"Meyer, Marius","first_name":"Marius","last_name":"Meyer"},{"id":"3145","full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter"},{"id":"16153","full_name":"Plessl, Christian","last_name":"Plessl","first_name":"Christian","orcid":"0000-0001-5728-9982"}],"publication_status":"published","date_updated":"2023-09-26T10:26:56Z"},{"conference":{"name":"56. Jahrestagung der Gesellschaft für Didaktik der Mathematik","start_date":"29.08.2022","location":"Frankfurt am Main","end_date":"02.09.2022"},"corporate_editor":["IDMI-Primar Goethe-Universität Frankfurt"],"author":[{"id":"89837","first_name":"Lara Marie","last_name":"Graf","full_name":"Graf, Lara Marie"},{"id":"60267","full_name":"Häsel-Weide, Uta","first_name":"Uta","last_name":"Häsel-Weide"},{"full_name":"Nührenbörger, Marcus","last_name":"Nührenbörger","first_name":"Marcus"},{"first_name":"Karina","last_name":"Höveler","full_name":"Höveler, Karina"}],"status":"public","title":"Lernwege von fachfremd unterrichtenden Lehrkräften zur Ablösung vom zählenden Rechnen","year":"2022","date_updated":"2023-09-27T10:02:12Z","_id":"47520","language":[{"iso":"eng"}],"page":"773-776","user_id":"44184","citation":{"apa":"Graf, L. M., Häsel-Weide, U., Nührenbörger, M., &#38; Höveler, K. (2022). Lernwege von fachfremd unterrichtenden Lehrkräften zur Ablösung vom zählenden Rechnen. In IDMI-Primar Goethe-Universität Frankfurt (Ed.), <i>Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik</i> (pp. 773–776).","ieee":"L. M. Graf, U. Häsel-Weide, M. Nührenbörger, and K. Höveler, “Lernwege von fachfremd unterrichtenden Lehrkräften zur Ablösung vom zählenden Rechnen,” in <i>Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik</i>, Frankfurt am Main, 2022, pp. 773–776.","chicago":"Graf, Lara Marie, Uta Häsel-Weide, Marcus Nührenbörger, and Karina Höveler. “Lernwege von Fachfremd Unterrichtenden Lehrkräften Zur Ablösung Vom Zählenden Rechnen.” In <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>, edited by IDMI-Primar Goethe-Universität Frankfurt, 773–76, 2022.","short":"L.M. Graf, U. Häsel-Weide, M. Nührenbörger, K. Höveler, in: IDMI-Primar Goethe-Universität Frankfurt (Ed.), Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik, 2022, pp. 773–776.","mla":"Graf, Lara Marie, et al. “Lernwege von Fachfremd Unterrichtenden Lehrkräften Zur Ablösung Vom Zählenden Rechnen.” <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>, edited by IDMI-Primar Goethe-Universität Frankfurt, 2022, pp. 773–76.","ama":"Graf LM, Häsel-Weide U, Nührenbörger M, Höveler K. Lernwege von fachfremd unterrichtenden Lehrkräften zur Ablösung vom zählenden Rechnen. In: IDMI-Primar Goethe-Universität Frankfurt, ed. <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>. ; 2022:773-776.","bibtex":"@inproceedings{Graf_Häsel-Weide_Nührenbörger_Höveler_2022, title={Lernwege von fachfremd unterrichtenden Lehrkräften zur Ablösung vom zählenden Rechnen}, booktitle={Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik}, author={Graf, Lara Marie and Häsel-Weide, Uta and Nührenbörger, Marcus and Höveler, Karina}, editor={IDMI-Primar Goethe-Universität Frankfurt}, year={2022}, pages={773–776} }"},"publication":"Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik","date_created":"2023-09-27T10:01:52Z","department":[{"_id":"543"}],"type":"conference"},{"publication":"Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik","citation":{"ama":"Schwerin I. Verdoppeln und Halbieren im 2. Schuljahr - Vorgehensweisen und Verständnis. In: IDMI-Primar Goethe-Universität Frankfurt, ed. <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>. ; 2022:401-404.","short":"I. Schwerin, in: IDMI-Primar Goethe-Universität Frankfurt (Ed.), Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik, 2022, pp. 401–404.","chicago":"Schwerin, Imke. “Verdoppeln Und Halbieren Im 2. Schuljahr - Vorgehensweisen Und Verständnis.” In <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>, edited by IDMI-Primar Goethe-Universität Frankfurt, 401–4, 2022.","bibtex":"@inproceedings{Schwerin_2022, title={Verdoppeln und Halbieren im 2. Schuljahr - Vorgehensweisen und Verständnis}, booktitle={Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik}, author={Schwerin, Imke}, editor={IDMI-Primar Goethe-Universität Frankfurt}, year={2022}, pages={401–404} }","apa":"Schwerin, I. (2022). Verdoppeln und Halbieren im 2. Schuljahr - Vorgehensweisen und Verständnis. In IDMI-Primar Goethe-Universität Frankfurt (Ed.), <i>Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik</i> (pp. 401–404).","mla":"Schwerin, Imke. “Verdoppeln Und Halbieren Im 2. Schuljahr - Vorgehensweisen Und Verständnis.” <i>Beiträge Zum Mathematikunterricht 2022 - 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik</i>, edited by IDMI-Primar Goethe-Universität Frankfurt, 2022, pp. 401–04.","ieee":"I. Schwerin, “Verdoppeln und Halbieren im 2. Schuljahr - Vorgehensweisen und Verständnis,” in <i>Beiträge zum Mathematikunterricht 2022 - 56. Jahrestagung der Gesellschaft für Didaktik der Mathematik</i>, Frankfurt am Main, 2022, pp. 401–404."},"type":"conference","department":[{"_id":"543"}],"date_created":"2023-09-27T09:53:36Z","date_updated":"2023-09-27T09:54:00Z","title":"Verdoppeln und Halbieren im 2. Schuljahr - Vorgehensweisen und Verständnis","status":"public","year":"2022","author":[{"id":"48912","full_name":"Schwerin, Imke","first_name":"Imke","last_name":"Schwerin"}],"corporate_editor":["IDMI-Primar Goethe-Universität Frankfurt"],"conference":{"location":"Frankfurt am Main","name":"56. Jahrestagung der Gesellschaft für Didaktik der Mathematik","start_date":"29.08.2022","end_date":"02.09.2022"},"user_id":"44184","page":"401-404","language":[{"iso":"eng"}],"_id":"47519"},{"citation":{"ieee":"L. Höper, S. Podworny, C. Schulte, and D. Frischemeier, “Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network,” 2022, doi: <a href=\"https://doi.org/10.52041/iase.nkppy\">10.52041/iase.nkppy</a>.","apa":"Höper, L., Podworny, S., Schulte, C., &#38; Frischemeier, D. (2022). Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network. <i>Proceedings of the IASE 2021 Satellite Conference</i>. <a href=\"https://doi.org/10.52041/iase.nkppy\">https://doi.org/10.52041/iase.nkppy</a>","short":"L. Höper, S. Podworny, C. Schulte, D. Frischemeier, in: Proceedings of the IASE 2021 Satellite Conference, International Association for Statistical Education, 2022.","chicago":"Höper, Lukas, Susanne Podworny, Carsten Schulte, and Daniel Frischemeier. “Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network.” In <i>Proceedings of the IASE 2021 Satellite Conference</i>. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/iase.nkppy\">https://doi.org/10.52041/iase.nkppy</a>.","mla":"Höper, Lukas, et al. “Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network.” <i>Proceedings of the IASE 2021 Satellite Conference</i>, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.nkppy\">10.52041/iase.nkppy</a>.","bibtex":"@inproceedings{Höper_Podworny_Schulte_Frischemeier_2022, title={Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network}, DOI={<a href=\"https://doi.org/10.52041/iase.nkppy\">10.52041/iase.nkppy</a>}, booktitle={Proceedings of the IASE 2021 Satellite Conference}, publisher={International Association for Statistical Education}, author={Höper, Lukas and Podworny, Susanne and Schulte, Carsten and Frischemeier, Daniel}, year={2022} }","ama":"Höper L, Podworny S, Schulte C, Frischemeier D. Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network. In: <i>Proceedings of the IASE 2021 Satellite Conference</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/iase.nkppy\">10.52041/iase.nkppy</a>"},"publication":"Proceedings of the IASE 2021 Satellite Conference","quality_controlled":"1","abstract":[{"lang":"eng","text":"<jats:p>Students are not aware and have little understanding of collecting and processing personal data in their everyday contexts of interaction with data-driven digital artifacts. To be aware of where, how and why data are collected and processed is important to be self-determined. Therefore, we develop and evaluate a teaching sequence to provide reasoning about data as a fundamental aspect of statistical literacy. This teaching sequences deals with the context of interaction with a cellular network where location data are collected. Students get real location data from an unknown person which can be explored with the aim to characterize the person. Students gain different insights by using different basic filters and explain how they achieve these. The results of the exploratory study indicate that students learned to gain insights by exploring given location data and that these insights may describe the person with detailed aspects that may not necessarily be true.</jats:p>"}],"date_created":"2022-05-23T09:19:37Z","department":[{"_id":"67"}],"type":"conference","author":[{"full_name":"Höper, Lukas","first_name":"Lukas","last_name":"Höper","id":"58041"},{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"id":"60311","full_name":"Schulte, Carsten","first_name":"Carsten","last_name":"Schulte"},{"full_name":"Frischemeier, Daniel","last_name":"Frischemeier","first_name":"Daniel"}],"year":"2022","title":"Exploration of Location Data: Real Data in the Context of Interaction with a Cellular Network","status":"public","publication_status":"published","date_updated":"2024-09-16T08:31:25Z","publisher":"International Association for Statistical Education","_id":"31407","language":[{"iso":"eng"}],"user_id":"58041","doi":"10.52041/iase.nkppy"},{"place":"Berlin, Heidelberg","date_created":"2024-09-23T08:51:39Z","type":"book_chapter","department":[{"_id":"363"}],"publication":"Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik","citation":{"chicago":"Biehler, Rolf, and Max Hoffmann. “Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium.” In <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Berlin, Heidelberg: Springer Berlin Heidelberg, 2022. <a href=\"https://doi.org/10.1007/978-3-662-63948-1_4\">https://doi.org/10.1007/978-3-662-63948-1_4</a>.","short":"R. Biehler, M. Hoffmann, in: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik, Springer Berlin Heidelberg, Berlin, Heidelberg, 2022.","ama":"Biehler R, Hoffmann M. Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium. In: <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Springer Berlin Heidelberg; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-662-63948-1_4\">10.1007/978-3-662-63948-1_4</a>","bibtex":"@inbook{Biehler_Hoffmann_2022, place={Berlin, Heidelberg}, title={Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium}, DOI={<a href=\"https://doi.org/10.1007/978-3-662-63948-1_4\">10.1007/978-3-662-63948-1_4</a>}, booktitle={Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik}, publisher={Springer Berlin Heidelberg}, author={Biehler, Rolf and Hoffmann, Max}, year={2022} }","mla":"Biehler, Rolf, and Max Hoffmann. “Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium.” <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>, Springer Berlin Heidelberg, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-662-63948-1_4\">10.1007/978-3-662-63948-1_4</a>.","apa":"Biehler, R., &#38; Hoffmann, M. (2022). Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium. In <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Springer Berlin Heidelberg. <a href=\"https://doi.org/10.1007/978-3-662-63948-1_4\">https://doi.org/10.1007/978-3-662-63948-1_4</a>","ieee":"R. Biehler and M. Hoffmann, “Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium,” in <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>, Berlin, Heidelberg: Springer Berlin Heidelberg, 2022."},"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-662-63948-1_4"}],"_id":"56201","publisher":"Springer Berlin Heidelberg","language":[{"iso":"ger"}],"doi":"10.1007/978-3-662-63948-1_4","user_id":"37888","status":"public","year":"2022","title":"Fachwissen als Grundlage fachdidaktischer Urteilskompetenz – Beispiele für die Herstellung konzeptueller Bezüge zwischen fachwissenschaftlicher und fachdidaktischer Lehre im gymnasialen Lehramtsstudium","author":[{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf","id":"16274"},{"id":"32202","first_name":"Max","orcid":"0000-0002-6964-7123","last_name":"Hoffmann","full_name":"Hoffmann, Max"}],"publication_identifier":{"issn":["2197-8751","2197-876X"],"isbn":["9783662639474","9783662639481"]},"date_updated":"2024-09-25T08:26:46Z","publication_status":"published"},{"user_id":"37888","doi":"10.1007/978-3-658-34067-4_20","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-658-34067-4_20"}],"_id":"56203","publisher":"Springer Fachmedien Wiesbaden","language":[{"iso":"ger"}],"publication_status":"published","date_updated":"2024-09-25T08:27:00Z","title":"Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie","status":"public","year":"2022","publication_identifier":{"isbn":["9783658340667","9783658340674"],"issn":["2197-8751","2197-876X"]},"author":[{"full_name":"Hoffmann, Max","orcid":"0000-0002-6964-7123","first_name":"Max","last_name":"Hoffmann","id":"32202"},{"id":"16274","full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"}],"type":"book_chapter","department":[{"_id":"363"}],"date_created":"2024-09-23T08:54:03Z","place":"Wiesbaden","publication":"Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik","citation":{"ieee":"M. Hoffmann and R. Biehler, “Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie,” in <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2022.","apa":"Hoffmann, M., &#38; Biehler, R. (2022). Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie. In <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-34067-4_20\">https://doi.org/10.1007/978-3-658-34067-4_20</a>","chicago":"Hoffmann, Max, and Rolf Biehler. “Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie.” In <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2022. <a href=\"https://doi.org/10.1007/978-3-658-34067-4_20\">https://doi.org/10.1007/978-3-658-34067-4_20</a>.","short":"M. Hoffmann, R. Biehler, in: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik, Springer Fachmedien Wiesbaden, Wiesbaden, 2022.","mla":"Hoffmann, Max, and Rolf Biehler. “Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie.” <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>, Springer Fachmedien Wiesbaden, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-658-34067-4_20\">10.1007/978-3-658-34067-4_20</a>.","bibtex":"@inbook{Hoffmann_Biehler_2022, place={Wiesbaden}, title={Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-34067-4_20\">10.1007/978-3-658-34067-4_20</a>}, booktitle={Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik}, publisher={Springer Fachmedien Wiesbaden}, author={Hoffmann, Max and Biehler, Rolf}, year={2022} }","ama":"Hoffmann M, Biehler R. Schnittstellenaufgaben in der Analysis I zur Verknüpfung von Schul- und Hochschulmathematik – Aufgabenbeispiel und Ergebnisse einer Evaluationsstudie. In: <i>Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik</i>. Springer Fachmedien Wiesbaden; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-658-34067-4_20\">10.1007/978-3-658-34067-4_20</a>"}},{"citation":{"chicago":"Podworny, Susanne, Daniel Frischemeier, and Rolf Biehler. “Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work.” In <i>Statistics for Empowerment and Social Engagement</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-20748-8_15\">https://doi.org/10.1007/978-3-031-20748-8_15</a>.","short":"S. Podworny, D. Frischemeier, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022.","apa":"Podworny, S., Frischemeier, D., &#38; Biehler, R. (2022). Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work. In <i>Statistics for Empowerment and Social Engagement</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-20748-8_15\">https://doi.org/10.1007/978-3-031-20748-8_15</a>","ieee":"S. Podworny, D. Frischemeier, and R. Biehler, “Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work,” in <i>Statistics for Empowerment and Social Engagement</i>, Cham: Springer International Publishing, 2022.","ama":"Podworny S, Frischemeier D, Biehler R. Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work. In: <i>Statistics for Empowerment and Social Engagement</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-031-20748-8_15\">10.1007/978-3-031-20748-8_15</a>","bibtex":"@inbook{Podworny_Frischemeier_Biehler_2022, place={Cham}, title={Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-20748-8_15\">10.1007/978-3-031-20748-8_15</a>}, booktitle={Statistics for Empowerment and Social Engagement}, publisher={Springer International Publishing}, author={Podworny, Susanne and Frischemeier, Daniel and Biehler, Rolf}, year={2022} }","mla":"Podworny, Susanne, et al. “Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work.” <i>Statistics for Empowerment and Social Engagement</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-031-20748-8_15\">10.1007/978-3-031-20748-8_15</a>."},"publication":"Statistics for Empowerment and Social Engagement","place":"Cham","date_created":"2023-03-30T13:11:51Z","department":[{"_id":"363"}],"type":"book_chapter","author":[{"first_name":"Susanne","orcid":"0000-0002-6313-5987","last_name":"Podworny","full_name":"Podworny, Susanne","id":"30619"},{"last_name":"Frischemeier","first_name":"Daniel","full_name":"Frischemeier, Daniel"},{"id":"16274","first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf"}],"publication_identifier":{"isbn":["9783031207471","9783031207488"]},"year":"2022","status":"public","title":"Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work","date_updated":"2024-09-25T08:29:42Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"43231","publisher":"Springer International Publishing","main_file_link":[{"url":"https://doi.org/10.1007/978-3-031-20748-8_15"}],"doi":"10.1007/978-3-031-20748-8_15","user_id":"37888"},{"main_file_link":[{"url":"https://doi.org/10.1007/978-3-031-20748-8_9"}],"page":"199-236","language":[{"iso":"eng"}],"_id":"43230","publisher":"Springer International Publishing","user_id":"37888","doi":"10.1007/978-3-031-20748-8_9","year":"2022","title":"Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms","status":"public","author":[{"first_name":"Daniel","last_name":"Frischemeier","full_name":"Frischemeier, Daniel"},{"id":"30619","first_name":"Susanne","orcid":"0000-0002-6313-5987","last_name":"Podworny","full_name":"Podworny, Susanne"},{"id":"16274","full_name":"Biehler, Rolf","first_name":"Rolf","last_name":"Biehler"}],"publication_identifier":{"isbn":["9783031207471","9783031207488"]},"publication_status":"published","date_updated":"2024-09-25T08:29:55Z","date_created":"2023-03-30T13:08:32Z","place":"Cham","type":"book_chapter","department":[{"_id":"363"}],"publication":"Statistics for Empowerment and Social Engagement","citation":{"mla":"Frischemeier, Daniel, et al. “Data Visualization Packages for Non-Inferential Civic Statistics in High School Classrooms.” <i>Statistics for Empowerment and Social Engagement</i>, Springer International Publishing, 2022, pp. 199–236, doi:<a href=\"https://doi.org/10.1007/978-3-031-20748-8_9\">10.1007/978-3-031-20748-8_9</a>.","apa":"Frischemeier, D., Podworny, S., &#38; Biehler, R. (2022). Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms. In <i>Statistics for Empowerment and Social Engagement</i> (pp. 199–236). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-20748-8_9\">https://doi.org/10.1007/978-3-031-20748-8_9</a>","ieee":"D. Frischemeier, S. Podworny, and R. Biehler, “Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms,” in <i>Statistics for Empowerment and Social Engagement</i>, Cham: Springer International Publishing, 2022, pp. 199–236.","ama":"Frischemeier D, Podworny S, Biehler R. Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms. In: <i>Statistics for Empowerment and Social Engagement</i>. Springer International Publishing; 2022:199-236. doi:<a href=\"https://doi.org/10.1007/978-3-031-20748-8_9\">10.1007/978-3-031-20748-8_9</a>","short":"D. Frischemeier, S. Podworny, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022, pp. 199–236.","chicago":"Frischemeier, Daniel, Susanne Podworny, and Rolf Biehler. “Data Visualization Packages for Non-Inferential Civic Statistics in High School Classrooms.” In <i>Statistics for Empowerment and Social Engagement</i>, 199–236. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-20748-8_9\">https://doi.org/10.1007/978-3-031-20748-8_9</a>.","bibtex":"@inbook{Frischemeier_Podworny_Biehler_2022, place={Cham}, title={Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-20748-8_9\">10.1007/978-3-031-20748-8_9</a>}, booktitle={Statistics for Empowerment and Social Engagement}, publisher={Springer International Publishing}, author={Frischemeier, Daniel and Podworny, Susanne and Biehler, Rolf}, year={2022}, pages={199–236} }"}},{"citation":{"apa":"Liebendörfer, M., Profeta, A., Krämer, S., Schlüter, S., Becher, S., Biehler, R., Mai, T., &#38; Schmitz, A. (2022). <i>Enriching videos with interactive questions to enhance students’ cognitive activity: concept and implementation</i>. Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy.","ieee":"M. Liebendörfer <i>et al.</i>, “Enriching videos with interactive questions to enhance students’ cognitive activity: concept and implementation,” presented at the Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy, 2022.","chicago":"Liebendörfer, Michael, Angelo Profeta, Sandra Krämer, Sarah Schlüter, Silvia Becher, Rolf Biehler, Tobias Mai, and Angela Schmitz. “Enriching Videos with Interactive Questions to Enhance Students’ Cognitive Activity: Concept and Implementation,” 2022.","short":"M. Liebendörfer, A. Profeta, S. Krämer, S. Schlüter, S. Becher, R. Biehler, T. Mai, A. Schmitz, in: 2022.","mla":"Liebendörfer, Michael, et al. <i>Enriching Videos with Interactive Questions to Enhance Students’ Cognitive Activity: Concept and Implementation</i>. 2022.","ama":"Liebendörfer M, Profeta A, Krämer S, et al. Enriching videos with interactive questions to enhance students’ cognitive activity: concept and implementation. In: ; 2022.","bibtex":"@inproceedings{Liebendörfer_Profeta_Krämer_Schlüter_Becher_Biehler_Mai_Schmitz_2022, title={Enriching videos with interactive questions to enhance students’ cognitive activity: concept and implementation}, author={Liebendörfer, Michael and Profeta, Angelo and Krämer, Sandra and Schlüter, Sarah and Becher, Silvia and Biehler, Rolf and Mai, Tobias and Schmitz, Angela}, year={2022} }"},"date_created":"2023-01-24T08:53:20Z","department":[{"_id":"363"},{"_id":"625"}],"type":"conference","author":[{"id":"30933","first_name":"Michael","orcid":"0000-0001-9887-2074","last_name":"Liebendörfer","full_name":"Liebendörfer, Michael"},{"full_name":"Profeta, Angelo","last_name":"Profeta","first_name":"Angelo"},{"full_name":"Krämer, Sandra","last_name":"Krämer","first_name":"Sandra"},{"first_name":"Sarah","last_name":"Schlüter","full_name":"Schlüter, Sarah"},{"full_name":"Becher, Silvia","first_name":"Silvia","last_name":"Becher"},{"id":"16274","full_name":"Biehler, Rolf","first_name":"Rolf","last_name":"Biehler"},{"full_name":"Mai, Tobias","last_name":"Mai","first_name":"Tobias"},{"full_name":"Schmitz, Angela","first_name":"Angela","last_name":"Schmitz"}],"conference":{"name":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)","start_date":"2022-02-02","location":"Bozen-Bolzano, Italy","end_date":"2022-02-06"},"title":"Enriching videos with interactive questions to enhance students’ cognitive activity: concept and implementation","status":"public","year":"2022","date_updated":"2024-09-25T08:30:09Z","_id":"39062","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://hal.science/hal-03749054"}],"user_id":"37888"},{"user_id":"37888","main_file_link":[{"url":"https://hal.archives-ouvertes.fr/hal-03751842"}],"_id":"39064","language":[{"iso":"eng"}],"date_updated":"2024-09-25T08:29:28Z","year":"2022","status":"public","title":"An example of rich, real and multivariate survey data for use in school","conference":{"start_date":"2022-02-02","name":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)","location":"Bozen-Bolzano, Italy","end_date":"2022-02-06"},"author":[{"id":"30619","orcid":"0000-0002-6313-5987","first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"id":"42660","orcid":"https://orcid.org/0000-0003-0318-0329","last_name":"Fleischer","first_name":"Franz Yannik","full_name":"Fleischer, Franz Yannik"},{"last_name":"Stroop","first_name":"Dietlinde","full_name":"Stroop, Dietlinde"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf","id":"16274"}],"type":"conference","department":[{"_id":"363"}],"date_created":"2023-01-24T08:55:09Z","citation":{"mla":"Podworny, Susanne, et al. <i>An Example of Rich, Real and Multivariate Survey Data for Use in School</i>. 2022.","ama":"Podworny S, Fleischer FY, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.","bibtex":"@inproceedings{Podworny_Fleischer_Stroop_Biehler_2022, title={An example of rich, real and multivariate survey data for use in school}, author={Podworny, Susanne and Fleischer, Franz Yannik and Stroop, Dietlinde and Biehler, Rolf}, year={2022} }","apa":"Podworny, S., Fleischer, F. Y., Stroop, D., &#38; Biehler, R. (2022). <i>An example of rich, real and multivariate survey data for use in school</i>. Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy.","ieee":"S. Podworny, F. Y. Fleischer, D. Stroop, and R. Biehler, “An example of rich, real and multivariate survey data for use in school,” presented at the Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy, 2022.","chicago":"Podworny, Susanne, Franz Yannik Fleischer, Dietlinde Stroop, and Rolf Biehler. “An Example of Rich, Real and Multivariate Survey Data for Use in School,” 2022.","short":"S. Podworny, F.Y. Fleischer, D. Stroop, R. Biehler, in: 2022."}}]