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In: <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)</i> : IEEE, 2022, S. 1–6","bibtex":"@inproceedings{Balzereit_Diedrich_Kubus_Ginster_Bunte_2022, title={Generating Causal Hypotheses for Explaining Black-Box Industrial Processes}, DOI={<a href=\"https://doi.org/10.1109/ICPS51978.2022.9816879\">10.1109/ICPS51978.2022.9816879</a>}, booktitle={2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)}, publisher={IEEE}, author={Balzereit, Kaja and Diedrich, Alexander and Kubus, Daniel and Ginster, Jonas and Bunte, Andreas}, year={2022}, pages={1–6} }","mla":"Balzereit, Kaja, et al. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.” <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)</i>, IEEE, 2022, pp. 1–6, doi:<a href=\"https://doi.org/10.1109/ICPS51978.2022.9816879\">10.1109/ICPS51978.2022.9816879</a>.","apa":"Balzereit, K., Diedrich, A., Kubus, D., Ginster, J., &#38; Bunte, A. (2022). Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. In <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)</i> (pp. 1–6). Coventry, United Kingdom: IEEE. <a href=\"https://doi.org/10.1109/ICPS51978.2022.9816879\">https://doi.org/10.1109/ICPS51978.2022.9816879</a>","ieee":"K. Balzereit, A. Diedrich, D. Kubus, J. Ginster, and A. Bunte, “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes,” in <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)</i>, Coventry, United Kingdom, 2022, pp. 1–6."},"quality_controlled":"1","date_updated":"2026-05-19T10:44:12Z","author":[{"full_name":"Balzereit, Kaja","orcid":"0000-0001-9203-5902","last_name":"Balzereit","first_name":"Kaja","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215089218","id":"255787"},{"first_name":"Alexander","last_name":"Diedrich","full_name":"Diedrich, Alexander"},{"full_name":"Kubus, Daniel","last_name":"Kubus","first_name":"Daniel"},{"last_name":"Ginster","full_name":"Ginster, Jonas","first_name":"Jonas"},{"first_name":"Andreas","last_name":"Bunte","full_name":"Bunte, Andreas"}],"department":[{"_id":"103"}],"page":"1-6","user_id":"261203","publication":"2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)","date_created":"2026-05-18T14:12:57Z","type":"conference","language":[{"iso":"eng"}],"status":"public","publication_status":"published","_id":"6911","publisher":"IEEE","title":"Generating Causal Hypotheses for Explaining Black-Box Industrial Processes","year":"2022"},{"citation":{"ieee":"K. Tierney, K. Balzereit, A. Bunte, and O. Niehorster, “Explaining solutions to multi-stage stochastic optimization problems to decision makers,” in <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, Stuttgart, Germany, 2022, pp. 1–4.","apa":"Tierney, K., Balzereit, K., Bunte, A., &#38; Niehorster, O. (2022). Explaining solutions to multi-stage stochastic optimization problems to decision makers. In <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i> (pp. 1–4). Stuttgart, Germany: IEEE. <a href=\"https://doi.org/10.1109/ETFA52439.2022.9921490\">https://doi.org/10.1109/ETFA52439.2022.9921490</a>","short":"K. Tierney, K. Balzereit, A. Bunte, O. Niehorster, in: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022, pp. 1–4.","mla":"Tierney, Kevin, et al. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, IEEE, 2022, pp. 1–4, doi:<a href=\"https://doi.org/10.1109/ETFA52439.2022.9921490\">10.1109/ETFA52439.2022.9921490</a>.","bibtex":"@inproceedings{Tierney_Balzereit_Bunte_Niehorster_2022, title={Explaining solutions to multi-stage stochastic optimization problems to decision makers}, DOI={<a href=\"https://doi.org/10.1109/ETFA52439.2022.9921490\">10.1109/ETFA52439.2022.9921490</a>}, booktitle={2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Tierney, Kevin and Balzereit, Kaja and Bunte, Andreas and Niehorster, Oliver}, year={2022}, pages={1–4} }","alphadin":"<span style=\"font-variant:small-caps;\">Tierney, Kevin</span> ; <span style=\"font-variant:small-caps;\">Balzereit, Kaja</span> ; <span style=\"font-variant:small-caps;\">Bunte, Andreas</span> ; <span style=\"font-variant:small-caps;\">Niehorster, Oliver</span>: Explaining solutions to multi-stage stochastic optimization problems to decision makers. In: <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i> : IEEE, 2022, S. 1–4","ama":"Tierney K, Balzereit K, Bunte A, Niehorster O. Explaining solutions to multi-stage stochastic optimization problems to decision makers. In: <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE; 2022:1-4. doi:<a href=\"https://doi.org/10.1109/ETFA52439.2022.9921490\">10.1109/ETFA52439.2022.9921490</a>","chicago":"Tierney, Kevin, Kaja Balzereit, Andreas Bunte, and Oliver Niehorster. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” In <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, 1–4. IEEE, 2022. <a href=\"https://doi.org/10.1109/ETFA52439.2022.9921490\">https://doi.org/10.1109/ETFA52439.2022.9921490</a>."},"conference":{"location":"Stuttgart, Germany","name":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)"},"publication_identifier":{"eisbn":["978-1-6654-9996-5"]},"doi":"10.1109/ETFA52439.2022.9921490","type":"conference","date_created":"2026-05-18T14:11:08Z","publication":"2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)","user_id":"261203","department":[{"_id":"103"}],"page":"1-4","author":[{"first_name":"Kevin","last_name":"Tierney","full_name":"Tierney, Kevin"},{"last_name":"Balzereit","orcid":"0000-0001-9203-5902","full_name":"Balzereit, Kaja","id":"255787","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215082774","first_name":"Kaja"},{"first_name":"Andreas","last_name":"Bunte","full_name":"Bunte, Andreas"},{"first_name":"Oliver","full_name":"Niehorster, Oliver","last_name":"Niehorster"}],"date_updated":"2026-05-19T09:22:23Z","quality_controlled":"1","status":"public","language":[{"iso":"eng"}],"title":"Explaining solutions to multi-stage stochastic optimization problems to decision makers","_id":"6909","year":"2022","publisher":"IEEE","publication_status":"published"},{"doi":"10.1055/a-1727-2572","publication_identifier":{"eissn":["1439-0213"],"issn":["0949-1619"]},"abstract":[{"lang":"ger","text":"                  Wie lässt sich die Verständigung zwischen Mitarbeitenden und Nutzenden von gemeindepsychiatrischen Einrichtungen verbessern und somit die Lebensqualität betroffener Menschen fördern? Ein Forschungsprojekt liefert wertvolle Impulse für die Praxis.\r\n                "}],"citation":{"short":"B. Anderl-Doliwa, C.A. Hajek, PPH 28 (2022) 73–76.","bibtex":"@article{Anderl-Doliwa_Hajek_2022, title={VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen}, volume={28}, DOI={<a href=\"https://doi.org/10.1055/a-1727-2572\">10.1055/a-1727-2572</a>}, number={02}, journal={PPH}, publisher={Georg Thieme Verlag KG}, author={Anderl-Doliwa, Brigitte and Hajek, Christina Anna}, year={2022}, pages={73–76} }","mla":"Anderl-Doliwa, Brigitte, and Christina Anna Hajek. “VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen.” <i>PPH</i>, vol. 28, no. 02, Georg Thieme Verlag KG, 2022, pp. 73–76, doi:<a href=\"https://doi.org/10.1055/a-1727-2572\">10.1055/a-1727-2572</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Anderl-Doliwa, Brigitte</span> ; <span style=\"font-variant:small-caps;\">Hajek, Christina Anna</span>: VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen. In: <i>PPH</i> Bd. 28, Georg Thieme Verlag KG (2022), Nr. 02, S. 73–76","chicago":"Anderl-Doliwa, Brigitte, and Christina Anna Hajek. “VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen.” <i>PPH</i> 28, no. 02 (2022): 73–76. <a href=\"https://doi.org/10.1055/a-1727-2572\">https://doi.org/10.1055/a-1727-2572</a>.","ama":"Anderl-Doliwa B, Hajek CA. VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen. <i>PPH</i>. 2022;28(02):73-76. doi:<a href=\"https://doi.org/10.1055/a-1727-2572\">10.1055/a-1727-2572</a>","ieee":"B. Anderl-Doliwa and C. A. Hajek, “VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen,” <i>PPH</i>, vol. 28, no. 02, pp. 73–76, 2022.","apa":"Anderl-Doliwa, B., &#38; Hajek, C. A. (2022). VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen. <i>PPH</i>, <i>28</i>(02), 73–76. <a href=\"https://doi.org/10.1055/a-1727-2572\">https://doi.org/10.1055/a-1727-2572</a>"},"issue":"02","date_updated":"2026-05-12T11:05:22Z","author":[{"first_name":"Brigitte","full_name":"Anderl-Doliwa, Brigitte","last_name":"Anderl-Doliwa"},{"id":"263820","first_name":"Christina Anna","last_name":"Hajek","full_name":"Hajek, Christina Anna"}],"page":"73-76","department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"user_id":"261203","date_created":"2026-04-24T12:11:45Z","publication":"PPH","type":"journal_article","volume":28,"language":[{"iso":"ger"}],"status":"public","intvolume":"        28","publication_status":"published","_id":"6853","publisher":"Georg Thieme Verlag KG","year":"2022","title":"VISION-RA: Die Interaktion zwischen Fachkräften der Gemeindepsychiatrie und Nutzenden verstehen"},{"status":"public","language":[{"iso":"eng"}],"_id":"6864","publisher":"arXiv","title":"3D time-resolved analysis of the evolution metamagnetic phase transition in FeRh system","year":"2022","publication_status":"published","abstract":[{"lang":"eng","text":"The FeRh alloy is an attractive material for studies of magnetic first-order phase transitions. The phase transition in FeRh from an antiferromagnetic to the ferromagnetic state is accompanied by the nucleation, growth, and merging of ferromagnetic clusters. The ferromagnetic phase evolution is studied in detail, and its various stages are distinguished. Both static properties and phase transition kinetics (time dependences of magnetization) are investigated. A comprehensive analysis allows us to determine the ferromagnetic phase nucleation regions and the main features of phase growth. In addition, the mechanisms that lead to a change in the ferromagnetic phase growth rate (the limitation effect and the magnetocaloric effect) were determined. The variation of phase transition evolution dominant mechanisms depending on the sample microstructure was shown."}],"citation":{"ieee":"A. S. Komlev <i>et al.</i>, <i>3D time-resolved analysis of the evolution metamagnetic phase transition in FeRh system</i>. arXiv, 2022.","apa":"Komlev, A. S., Makarin, R. A., Ilina, T. S., Kiselev, D. A., Chirkova, A., Kulesh, N. A., … Perov, N. S. (2022). <i>3D time-resolved analysis of the evolution metamagnetic phase transition in FeRh system</i>. arXiv. <a href=\"https://doi.org/10.48550/ARXIV.2211.15984\">https://doi.org/10.48550/ARXIV.2211.15984</a>","short":"A.S. Komlev, R.A. Makarin, T.S. Ilina, D.A. Kiselev, A. Chirkova, N.A. Kulesh, A.S. Volegov, V.I. Zverev, N.S. Perov, 3D Time-Resolved Analysis of the Evolution Metamagnetic Phase Transition in FeRh System, arXiv, 2022.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Komlev, Aleksei S.</span> ; <span style=\"font-variant:small-caps;\">Makarin, Rodion A.</span> ; <span style=\"font-variant:small-caps;\">Ilina, Tatiana S.</span> ; <span style=\"font-variant:small-caps;\">Kiselev, Dmitry A.</span> ; <span style=\"font-variant:small-caps;\">Chirkova, Alisa</span> ; <span style=\"font-variant:small-caps;\">Kulesh, Nikita A.</span> ; <span style=\"font-variant:small-caps;\">Volegov, Alexey S.</span> ; <span style=\"font-variant:small-caps;\">Zverev, Vladimir I.</span> ; u. a.</span>: <i>3D time-resolved analysis of the evolution metamagnetic phase transition in FeRh system</i> : arXiv, 2022","bibtex":"@book{Komlev_Makarin_Ilina_Kiselev_Chirkova_Kulesh_Volegov_Zverev_Perov_2022, title={3D time-resolved analysis of the evolution metamagnetic phase transition in FeRh system}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2211.15984\">10.48550/ARXIV.2211.15984</a>}, publisher={arXiv}, author={Komlev, Aleksei S. and Makarin, Rodion A. and Ilina, Tatiana S. and Kiselev, Dmitry A. and Chirkova, Alisa and Kulesh, Nikita A. and Volegov, Alexey S. and Zverev, Vladimir I. and Perov, Nikolai S.}, year={2022} }","mla":"Komlev, Aleksei S., et al. <i>3D Time-Resolved Analysis of the Evolution Metamagnetic Phase Transition in FeRh System</i>. arXiv, 2022, doi:<a href=\"https://doi.org/10.48550/ARXIV.2211.15984\">10.48550/ARXIV.2211.15984</a>.","ama":"Komlev AS, Makarin RA, Ilina TS, et al. <i>3D Time-Resolved Analysis of the Evolution Metamagnetic Phase Transition in FeRh System</i>. arXiv; 2022. doi:<a href=\"https://doi.org/10.48550/ARXIV.2211.15984\">10.48550/ARXIV.2211.15984</a>","chicago":"Komlev, Aleksei S., Rodion A. Makarin, Tatiana S. Ilina, Dmitry A. Kiselev, Alisa Chirkova, Nikita A. Kulesh, Alexey S. Volegov, Vladimir I. Zverev, and Nikolai S. Perov. <i>3D Time-Resolved Analysis of the Evolution Metamagnetic Phase Transition in FeRh System</i>. arXiv, 2022. <a href=\"https://doi.org/10.48550/ARXIV.2211.15984\">https://doi.org/10.48550/ARXIV.2211.15984</a>."},"doi":"10.48550/ARXIV.2211.15984","type":"working_paper","user_id":"220548","date_created":"2026-04-28T10:25:06Z","date_updated":"2026-04-29T07:52:07Z","author":[{"first_name":"Aleksei S.","full_name":"Komlev, Aleksei S.","last_name":"Komlev"},{"first_name":"Rodion A.","last_name":"Makarin","full_name":"Makarin, Rodion A."},{"full_name":"Ilina, Tatiana S.","last_name":"Ilina","first_name":"Tatiana S."},{"full_name":"Kiselev, Dmitry A.","last_name":"Kiselev","first_name":"Dmitry A."},{"first_name":"Alisa","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5455-4197/work/213176675","id":"250717","full_name":"Chirkova, Alisa","orcid":"0000-0001-5455-4197","last_name":"Chirkova"},{"last_name":"Kulesh","full_name":"Kulesh, Nikita A.","first_name":"Nikita A."},{"first_name":"Alexey S.","last_name":"Volegov","full_name":"Volegov, Alexey S."},{"full_name":"Zverev, Vladimir I.","last_name":"Zverev","first_name":"Vladimir I."},{"full_name":"Perov, Nikolai S.","last_name":"Perov","first_name":"Nikolai S."}]},{"doi":"10.1016/j.jallcom.2021.163092","publication_identifier":{"issn":["0925-8388"]},"citation":{"ieee":"A. S. Komlev <i>et al.</i>, “Correlation between magnetic and crystal structural sublattices in palladium-doped FeRh alloys: Analysis of the metamagnetic phase transition driving forces,” <i>Journal of Alloys and Compounds</i>, vol. 898, 2022.","apa":"Komlev, A. S., Karpenkov, D. Y., Gimaev, R. R., Chirkova, A., Akiyama, A., Miyanaga, T., … Perov, N. S. (2022). Correlation between magnetic and crystal structural sublattices in palladium-doped FeRh alloys: Analysis of the metamagnetic phase transition driving forces. <i>Journal of Alloys and Compounds</i>, <i>898</i>. <a href=\"https://doi.org/10.1016/j.jallcom.2021.163092\">https://doi.org/10.1016/j.jallcom.2021.163092</a>","short":"A.S. Komlev, D.Y. Karpenkov, R.R. Gimaev, A. Chirkova, A. Akiyama, T. Miyanaga, M.F. Hupalo, D.J.M. Aguiar, A.M.G. Carvalho, M.J. Jiménez, G.F. Cabeza, V.I. Zverev, N.S. Perov, Journal of Alloys and Compounds 898 (2022).","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Komlev, Aleksei S.</span> ; <span style=\"font-variant:small-caps;\">Karpenkov, Dmitriy Y.</span> ; <span style=\"font-variant:small-caps;\">Gimaev, Radel R.</span> ; <span style=\"font-variant:small-caps;\">Chirkova, Alisa</span> ; <span style=\"font-variant:small-caps;\">Akiyama, Ayaka</span> ; <span style=\"font-variant:small-caps;\">Miyanaga, Takafumi</span> ; <span style=\"font-variant:small-caps;\">Hupalo, Marcio Ferreira</span> ; <span style=\"font-variant:small-caps;\">Aguiar, D.J.M.</span> ; u. a.</span>: Correlation between magnetic and crystal structural sublattices in palladium-doped FeRh alloys: Analysis of the metamagnetic phase transition driving forces. In: <i>Journal of Alloys and Compounds</i> Bd. 898, Elsevier BV (2022)","bibtex":"@article{Komlev_Karpenkov_Gimaev_Chirkova_Akiyama_Miyanaga_Hupalo_Aguiar_Carvalho_Jiménez_et al._2022, title={Correlation between magnetic and crystal structural sublattices in palladium-doped FeRh alloys: Analysis of the metamagnetic phase transition driving forces}, volume={898}, DOI={<a href=\"https://doi.org/10.1016/j.jallcom.2021.163092\">10.1016/j.jallcom.2021.163092</a>}, number={163092}, journal={Journal of Alloys and Compounds}, publisher={Elsevier BV}, author={Komlev, Aleksei S. and Karpenkov, Dmitriy Y. and Gimaev, Radel R. and Chirkova, Alisa and Akiyama, Ayaka and Miyanaga, Takafumi and Hupalo, Marcio Ferreira and Aguiar, D.J.M. and Carvalho, A.M.G. and Jiménez, M. Julia and et al.}, year={2022} }","mla":"Komlev, Aleksei S., et al. “Correlation between Magnetic and Crystal Structural Sublattices in Palladium-Doped FeRh Alloys: Analysis of the Metamagnetic Phase Transition Driving Forces.” <i>Journal of Alloys and Compounds</i>, vol. 898, 163092, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.jallcom.2021.163092\">10.1016/j.jallcom.2021.163092</a>.","chicago":"Komlev, Aleksei S., Dmitriy Y. Karpenkov, Radel R. Gimaev, Alisa Chirkova, Ayaka Akiyama, Takafumi Miyanaga, Marcio Ferreira Hupalo, et al. “Correlation between Magnetic and Crystal Structural Sublattices in Palladium-Doped FeRh Alloys: Analysis of the Metamagnetic Phase Transition Driving Forces.” <i>Journal of Alloys and Compounds</i> 898 (2022). <a href=\"https://doi.org/10.1016/j.jallcom.2021.163092\">https://doi.org/10.1016/j.jallcom.2021.163092</a>.","ama":"Komlev AS, Karpenkov DY, Gimaev RR, et al. Correlation between magnetic and crystal structural sublattices in palladium-doped FeRh alloys: Analysis of the metamagnetic phase transition driving forces. <i>Journal of Alloys and Compounds</i>. 2022;898. doi:<a href=\"https://doi.org/10.1016/j.jallcom.2021.163092\">10.1016/j.jallcom.2021.163092</a>"},"author":[{"first_name":"Aleksei S.","last_name":"Komlev","full_name":"Komlev, Aleksei S."},{"full_name":"Karpenkov, Dmitriy Y.","last_name":"Karpenkov","first_name":"Dmitriy Y."},{"first_name":"Radel R.","full_name":"Gimaev, Radel R.","last_name":"Gimaev"},{"id":"250717","first_name":"Alisa","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5455-4197/work/213176317","last_name":"Chirkova","full_name":"Chirkova, Alisa","orcid":"0000-0001-5455-4197"},{"full_name":"Akiyama, Ayaka","last_name":"Akiyama","first_name":"Ayaka"},{"last_name":"Miyanaga","full_name":"Miyanaga, Takafumi","first_name":"Takafumi"},{"full_name":"Hupalo, Marcio Ferreira","last_name":"Hupalo","first_name":"Marcio Ferreira"},{"full_name":"Aguiar, D.J.M.","last_name":"Aguiar","first_name":"D.J.M."},{"full_name":"Carvalho, A.M.G.","last_name":"Carvalho","first_name":"A.M.G."},{"first_name":"M. 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