[{"publication_identifier":{"eissn":["1650-3740"],"isbn":["978-91-8075-505-4"],"issn":["1650-3686"]},"type":"conference","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"user_id":"220548","publication_status":"published","publication":"Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11","series_title":"Linköping Electronic Conference Proceedings","title":"Pseudo Array Causalization","date_created":"2024-05-29T10:03:24Z","volume":204,"year":"2023","_id":"4617","language":[{"iso":"eng"}],"author":[{"first_name":"Karim","full_name":"Abdelhak, Karim","last_name":"Abdelhak"},{"first_name":"Francesco","full_name":"Casella, Francesco","last_name":"Casella"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161280999","id":"33931","first_name":"Bernhard","full_name":"Bachmann, Bernhard","orcid":"0000-0002-4339-0438","last_name":"Bachmann"}],"citation":{"ieee":"K. Abdelhak, F. Casella, and B. Bachmann, “Pseudo Array Causalization,” in <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, Aachen, 2023, vol. 204, pp. 177–188.","alphadin":"<span style=\"font-variant:small-caps;\">Abdelhak, Karim</span> ; <span style=\"font-variant:small-caps;\">Casella, Francesco</span> ; <span style=\"font-variant:small-caps;\">Bachmann, Bernhard</span>: Pseudo Array Causalization. In: <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, <i>Linköping Electronic Conference Proceedings</i>. Bd. 204 : Linköping University Electronic Press, 2023, S. 177–188","apa":"Abdelhak, K., Casella, F., &#38; Bachmann, B. (2023). Pseudo Array Causalization. In <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i> (Vol. 204, pp. 177–188). Aachen: Linköping University Electronic Press. <a href=\"https://doi.org/10.3384/ecp204177\">https://doi.org/10.3384/ecp204177</a>","bibtex":"@inproceedings{Abdelhak_Casella_Bachmann_2023, series={Linköping Electronic Conference Proceedings}, title={Pseudo Array Causalization}, volume={204}, DOI={<a href=\"https://doi.org/10.3384/ecp204177\">10.3384/ecp204177</a>}, booktitle={Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11}, publisher={Linköping University Electronic Press}, author={Abdelhak, Karim and Casella, Francesco and Bachmann, Bernhard}, year={2023}, pages={177–188}, collection={Linköping Electronic Conference Proceedings} }","chicago":"Abdelhak, Karim, Francesco Casella, and Bernhard Bachmann. “Pseudo Array Causalization.” In <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, 204:177–88. Linköping Electronic Conference Proceedings. Linköping University Electronic Press, 2023. <a href=\"https://doi.org/10.3384/ecp204177\">https://doi.org/10.3384/ecp204177</a>.","short":"K. Abdelhak, F. Casella, B. Bachmann, in: Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 177–188.","mla":"Abdelhak, Karim, et al. “Pseudo Array Causalization.” <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, vol. 204, Linköping University Electronic Press, 2023, pp. 177–88, doi:<a href=\"https://doi.org/10.3384/ecp204177\">10.3384/ecp204177</a>.","ama":"Abdelhak K, Casella F, Bachmann B. Pseudo Array Causalization. In: <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>. Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2023:177-188. doi:<a href=\"https://doi.org/10.3384/ecp204177\">10.3384/ecp204177</a>"},"conference":{"start_date":"2023-10-09","end_date":"2023-10-11","name":"15th International Modelica Conference 2023","location":"Aachen"},"status":"public","intvolume":"       204","doi":"10.3384/ecp204177","page":"177-188","publisher":"Linköping University Electronic Press","date_updated":"2026-03-17T15:29:03Z"},{"file_date_updated":"2026-03-10T10:37:58Z","title":"Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates","date_created":"2024-05-29T10:04:12Z","volume":204,"quality_controlled":"1","publication":"Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11","publication_identifier":{"eissn":["1650-3740"],"isbn":["978-91-8075-505-4"],"issn":["1650-3686"]},"file":[{"success":1,"date_updated":"2026-03-10T10:37:58Z","creator":"phannebohm","date_created":"2026-03-10T10:37:58Z","file_size":1023711,"file_name":"ecp204275_HeuermannHannebohmSchaferBachmann.pdf","content_type":"application/pdf","file_id":"6801","relation":"main_file","access_level":"open_access"}],"type":"conference","user_id":"221456","intvolume":"       204","doi":"10.3384/ecp204275","page":"275-284","conference":{"start_date":"2023-10-09","end_date":"2023-10-11","location":"Aachen","name":"15th International Modelica Conference 2023"},"status":"public","year":"2023","publication_status":"published","series_title":"Linköping Electronic Conference Proceedings","urn":"urn:nbn:de:hbz:bi10-46183","has_accepted_license":"1","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"oa":"1","publisher":"Linköping University Electronic Press","date_updated":"2026-03-17T15:29:03Z","author":[{"full_name":"Heuermann, Andreas","last_name":"Heuermann","first_name":"Andreas"},{"id":"221456","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-8902-9079/work/161055467","first_name":"Philip","last_name":"Hannebohm","full_name":"Hannebohm, Philip","orcid":"0009-0003-8902-9079"},{"first_name":"Matthias","last_name":"Schäfer","full_name":"Schäfer, Matthias"},{"first_name":"Bernhard","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161055468","id":"33931","last_name":"Bachmann","orcid":"0000-0002-4339-0438","full_name":"Bachmann, Bernhard"}],"citation":{"ieee":"A. Heuermann, P. Hannebohm, M. Schäfer, and B. Bachmann, “Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates,” in <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, Aachen, 2023, vol. 204, pp. 275–284.","bibtex":"@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, series={Linköping Electronic Conference Proceedings}, title={Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates}, volume={204}, DOI={<a href=\"https://doi.org/10.3384/ecp204275\">10.3384/ecp204275</a>}, booktitle={Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11}, publisher={Linköping University Electronic Press}, author={Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, editor={Müller, Dirk  and Monti, Antonello  and Benigni, Andrea Editors}, year={2023}, pages={275–284}, collection={Linköping Electronic Conference Proceedings} }","apa":"Heuermann, A., Hannebohm, P., Schäfer, M., &#38; Bachmann, B. (2023). Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates. In D. Müller, A. Monti, &#38; A. Benigni (Eds.), <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i> (Vol. 204, pp. 275–284). Aachen: Linköping University Electronic Press. <a href=\"https://doi.org/10.3384/ecp204275\">https://doi.org/10.3384/ecp204275</a>","alphadin":"<span style=\"font-variant:small-caps;\">Heuermann, Andreas</span> ; <span style=\"font-variant:small-caps;\">Hannebohm, Philip</span> ; <span style=\"font-variant:small-caps;\">Schäfer, Matthias</span> ; <span style=\"font-variant:small-caps;\">Bachmann, Bernhard</span>: Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates. In: <span style=\"font-variant:small-caps;\">Müller, D.</span> ; <span style=\"font-variant:small-caps;\">Monti, A.</span> ; <span style=\"font-variant:small-caps;\">Benigni, A.</span> (Hrsg.): <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, <i>Linköping Electronic Conference Proceedings</i>. Bd. 204 : Linköping University Electronic Press, 2023, S. 275–284","short":"A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti, A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.","chicago":"Heuermann, Andreas, Philip Hannebohm, Matthias Schäfer, and Bernhard Bachmann. “Accelerating the Simulation of Equation-Based Models by Replacing Non-Linear Algebraic Loops with Error-Controlled Machine Learning Surrogates.” In <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, edited by Dirk  Müller, Antonello  Monti, and Andrea  Benigni, 204:275–84. Linköping Electronic Conference Proceedings. Linköping University Electronic Press, 2023. <a href=\"https://doi.org/10.3384/ecp204275\">https://doi.org/10.3384/ecp204275</a>.","ama":"Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates. In: Müller D, Monti A, Benigni A, eds. <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>. Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2023:275-284. doi:<a href=\"https://doi.org/10.3384/ecp204275\">10.3384/ecp204275</a>","mla":"Heuermann, Andreas, et al. “Accelerating the Simulation of Equation-Based Models by Replacing Non-Linear Algebraic Loops with Error-Controlled Machine Learning Surrogates.” <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>, edited by Dirk  Müller et al., vol. 204, Linköping University Electronic Press, 2023, pp. 275–84, doi:<a href=\"https://doi.org/10.3384/ecp204275\">10.3384/ecp204275</a>."},"_id":"4618","editor":[{"first_name":"Dirk ","last_name":"Müller","full_name":"Müller, Dirk "},{"full_name":"Monti, Antonello ","last_name":"Monti","first_name":"Antonello "},{"last_name":"Benigni","full_name":"Benigni, Andrea ","first_name":"Andrea "}],"language":[{"iso":"eng"}]}]
