@article{59513,
  abstract     = {{<jats:title>Abstract</jats:title>
               <jats:p>The increasing complexity of modern technical systems necessitates innovative approaches such as Model-Based Systems Engineering (MBSE). In this context, using Artificial Intelligence (AI) emerges as a key enabler for practical application and efficiency improvement. This article introduces a maturity model for AI-based assistance systems in MBSE. It helps companies assess their current automation level in MBSE activities, providing a foundation for strategic planning of process improvements.</jats:p>}},
  author       = {{Bernijazov, Ruslan and Dumitrescu, Roman and Hanke, Fabian and von Heißen, Oliver and Kaiser, Lydia and Tissen, Denis}},
  issn         = {{2511-0896}},
  journal      = {{Zeitschrift für wirtschaftlichen Fabrikbetrieb}},
  number       = {{s1}},
  pages        = {{96--100}},
  publisher    = {{Walter de Gruyter GmbH}},
  title        = {{{AI-Augmented Model-Based Systems Engineering}}},
  doi          = {{10.1515/zwf-2024-0123}},
  volume       = {{120}},
  year         = {{2025}},
}

@inproceedings{61929,
  abstract     = {{<jats:title>ABSTRACT:</jats:title><jats:p>Digital engineering transformation in industrial companies requires addressing diverse needs and their impact on every impacted engineering aspect. This paper analyses Changes initiated by transformation drivers and presents a systematic approach to integrate sustainability into engineering processes and artifacts. As a currently important topic the integration of sustainability data in engineering is used as an example of application. Based on identified use cases, sustainability parameters are derived and linked to engineering data objects to pinpoint their placement within the early product development. The results demonstrate how data-driven approaches enable effective sustainability integration and provide a foundation for future digital engineering transformations due to diverse divers.</jats:p>}},
  author       = {{Wyrwich, Fabian and Könemann, Ulf and Tissen, Denis and Bohnenkamp, Tinus and Hovemann, Aschot and Dumitrescu, Roman}},
  booktitle    = {{Proceedings of the Design Society}},
  issn         = {{2732-527X}},
  pages        = {{1385--1394}},
  publisher    = {{Cambridge University Press (CUP)}},
  title        = {{{Digital engineering transformation for sustainability: an approach to systematically integrate sustainability data in engineering processes}}},
  doi          = {{10.1017/pds.2025.10152}},
  volume       = {{5}},
  year         = {{2025}},
}

@inproceedings{61970,
  author       = {{Tissen, Denis and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  pages        = {{1002--1007}},
  publisher    = {{Elsevier BV}},
  title        = {{{Towards a hybrid theory: Derivation of a view concept between Model-based Systems Engineering and Data Analytics}}},
  doi          = {{10.1016/j.procir.2025.08.170}},
  volume       = {{136}},
  year         = {{2025}},
}

@inproceedings{61968,
  author       = {{Tissen, Denis and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Procedia Computer Science}},
  issn         = {{1877-0509}},
  pages        = {{173--180}},
  publisher    = {{Elsevier BV}},
  title        = {{{The Nexus Model: Towards a metamodel for data-driven system models}}},
  doi          = {{10.1016/j.procs.2025.08.194}},
  volume       = {{268}},
  year         = {{2025}},
}

@article{61962,
  abstract     = {{<jats:title>Abstract</jats:title>
               <jats:p>The increasing complexity of modern technical systems necessitates innovative approaches such as Model-Based Systems Engineering (MBSE). In this context, using Artificial Intelligence (AI) emerges as a key enabler for practical application and efficiency improvement. This article introduces a maturity model for AI-based assistance systems in MBSE. It helps companies assess their current automation level in MBSE activities, providing a foundation for strategic planning of process improvements.</jats:p>}},
  author       = {{Bernijazov, Ruslan and Dumitrescu, Roman and Hanke, Fabian and von Heißen, Oliver and Kaiser, Lydia and Tissen, Denis}},
  issn         = {{2511-0896}},
  journal      = {{Zeitschrift für wirtschaftlichen Fabrikbetrieb}},
  number       = {{s1}},
  pages        = {{96--100}},
  publisher    = {{Walter de Gruyter GmbH}},
  title        = {{{AI-Augmented Model-Based Systems Engineering}}},
  doi          = {{10.1515/zwf-2024-0123}},
  volume       = {{120}},
  year         = {{2025}},
}

@inproceedings{56166,
  abstract     = {{Developing Intelligent Technical Systems (ITS) involves a complex process encompassing planning, analysis, design, production, and maintenance. Model-Based Systems Engineering (MBSE) is a key methodology for systematic systems engineering. Designing models for ITS requires harmonious interaction of various elements, posing a challenge in MBSE. Leveraging Generative Artificial Intelligence, we generated a dataset for modeling, using prompt engineering on large language models. The generated artifacts can aid engineers in MBSE design or serve as synthetic training data for AI assistants.}},
  author       = {{Kulkarni, Pranav Jayant and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman}},
  booktitle    = {{DS 130: Proceedings of NordDesign 2024}},
  editor       = {{Malmqvist, J. and Candi, M. and Saemundsson, R. and Bystrom, F. and Isaksson, O.}},
  keywords     = {{Data Driven Design, Design Automation, Systems Engineering (SE), Artificial Intelligence (AI)}},
  location     = {{Reykjavik}},
  pages        = {{617--625}},
  title        = {{{Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence}}},
  doi          = {{10.35199/NORDDESIGN2024.66}},
  year         = {{2024}},
}

@inproceedings{56167,
  author       = {{Tissen, Denis and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024}},
  editor       = {{ Malmqvist, J. and Candi, M. and Saemundsson, R. J.  and Bystrom, F. and Isaksson, O.}},
  location     = {{Reykjavik, Iceland}},
  title        = {{{Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases}}},
  doi          = {{ 10.35199/NORDDESIGN2024.58}},
  year         = {{2024}},
}

@inproceedings{56169,
  author       = {{Tissen, Denis and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany}},
  editor       = {{Stowe, Harold and Langner, Christopher and Kreimeyer,  Matthias and Browning, Tyson R. and  Eppinger, Steven D. and Yassine, Ali A. }},
  location     = {{Stuttgart, Germany}},
  title        = {{{A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies}}},
  doi          = {{10.35199/dsm2024.13}},
  year         = {{2024}},
}

@inproceedings{58418,
  author       = {{Tissen, Denis and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany}},
  publisher    = {{The Design Society}},
  title        = {{{A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies}}},
  doi          = {{10.35199/dsm2024.13}},
  year         = {{2024}},
}

@inproceedings{58436,
  author       = {{Humpert, Lynn and Wilke, Daria and Tissen, Denis and Rummney, Johannes and Anacker, Harald and Dumitrescu, Roman}},
  booktitle    = {{2024 IEEE International Systems Conference (SysCon)}},
  publisher    = {{IEEE}},
  title        = {{{Investigation of validation methods for system design in the B2B sector}}},
  doi          = {{10.1109/syscon61195.2024.10553571}},
  year         = {{2024}},
}

@inproceedings{56168,
  author       = {{Tissen, Denis and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  location     = {{Kyoto, japan}},
  title        = {{{Portals across domains: A data analysis task and documentation canvas for data-driven model-based systems engineering}}},
  year         = {{2024}},
}

@inproceedings{58479,
  author       = {{Kulkarni, Pranav Jayant and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman}},
  booktitle    = {{Proceedings of NordDesign 2024}},
  publisher    = {{The Design Society}},
  title        = {{{Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence}}},
  doi          = {{10.35199/norddesign2024.66}},
  year         = {{2024}},
}

@inbook{60161,
  author       = {{Tissen, Denis and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{System Innovation for an Artificial Intelligence Era }},
  editor       = {{Kin-Tak Lam, Artde Donald and Prior, Stephen D. and Shen, Siu-Tsen and Young, Sheng-Joue and Ji, Liang-Wen}},
  publisher    = {{CRC Press}},
  title        = {{{Portals across domains: A data analysis task and documentation canvas for data-driven model-based systems engineering}}},
  year         = {{2024}},
}

@inbook{58449,
  author       = {{Wiederkehr, Ingrid and Tissen, Denis and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{System Innovation for an Artificial Intelligence Era}},
  editor       = {{Kin-Tak Lam, Artde Donald and Prior, Stephen D. and Shen, Siu-Tsen and Young, Sheng-Joue and Ji, Liang-Wen}},
  isbn         = {{9781003514831}},
  publisher    = {{CRC Press}},
  title        = {{{Sustinnovate or perish: Principles for sustainable innovation}}},
  year         = {{2024}},
}

@inproceedings{49319,
  author       = {{Tissen, Denis and Tschirner, Christian and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Tag des Systems Engineering}},
  editor       = {{Hoch, Walter and Wilke, Daria and Dreiseitel, Stefan and Kaffenberger, Rüdiger}},
  isbn         = {{978-3-910649-00-2}},
  location     = {{Würzburg, Deutschland}},
  publisher    = {{Gesellschaft für Systems Engineering e. V.}},
  title        = {{{Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems}}},
  year         = {{2023}},
}

@inproceedings{49322,
  author       = {{Ködding, Patrick and Tissen, Denis and Koldewey, Christian}},
  booktitle    = {{Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23}},
  location     = {{Capetown, South Africa}},
  publisher    = {{Elsevier Ltd.}},
  title        = {{{A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production}}},
  year         = {{2023}},
}

@inproceedings{49318,
  author       = {{Tissen, Denis and Koldewey, Christian and Dumitrescu, Roman}},
  location     = {{Ljubljana, Slovenia}},
  title        = {{{A process-model for tailoring prototyping of cyber-physical systems}}},
  year         = {{2023}},
}

@inproceedings{49315,
  author       = {{Kaiser, Lydia and Kapp, Alexandra and Wardzinska, Katarzyna and Hegyi, Dora and Kobler, Corinna and Venegas, Jaime and Schrader, Elena and Tissen, Denis and Mundt, Enrik}},
  booktitle    = {{2022 IEEE European Technology and Engineering Management Summit (E-TEMS)}},
  publisher    = {{IEEE}},
  title        = {{{Report on the E-TEMS 2022 Doctoral Workshop “Smart Cities as System of Systems”}}},
  doi          = {{10.1109/e-tems53558.2022.9944419}},
  year         = {{2022}},
}

@inproceedings{27049,
  author       = {{Tissen, Denis and Hillebrand, Michael and Tschirner, Christian}},
  booktitle    = {{Tag des Systems Engineering 2021}},
  location     = {{Online}},
  title        = {{{Von der Idee ins Modell – Virtualisierung von Workshopergebnissen im MBSE}}},
  year         = {{2021}},
}