Bretz L, Koenemann U, Anacker H, Dumitrescu R. A contribution to the design of organizational structures suitable for Systems Engineering. In: Procedia CIRP. ; 2020:101-106.

Hillebrand M, Greinert M, Herzog O, Dumitrescu R. Advanced Monkey Testing for connected autonomous systems. In: Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE). ; 2020:163-168.

Hillebrand M, Lakhani M, Dumitrescu R. A design methodology for deep reinforcement learning for autonomous Systems. In: Procedia Manufacturing 52. ; 2020:266-271. doi:https://doi.org/10.1016/j.promfg.2020.11.044

Reinhart F, von Enzberg S, Kühn A, Dumitrescu R. Machine Learning for Process-X: A Taxonomy. In: Beyerer J, Maier A, Niggemann O, eds. Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation). Vol 11. Springer Vieweg, Berlin, Heidelberg; 2020:25-33.

Henkenjohann M, Joppen R, Köchling D, von Enzberg S, Kühn A, Dumitrescu R. Identification and specification of standard modules in production for a material flow simulation. In: Procedia CIRP. ; 2020.

Grote E-M, Pfeifer S, Röltgen D, Kühn A, Dumitrescu R. Towards defining role models in Advanced Systems Engineering. In: Proceedings of the 2020 IEEE International Symposium on Systems Engineering. ; 2020.

Dumitrescu R, Tschirner C, Bansmann M. Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung. In: Maier G, Engels G, Steffen E, eds. Handbuch Gestaltung digitaler und vernetzter Arbeitswelten. Springer-Verlag GmbH; 2020:405-432.

Japs S, Kharatyan A, Kaiser L, Dumitrescu R. CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation. In: Proceedings of the 16th International Design Conference (DESIGN 2020). ; 2020.

Pfeifer S, Seidenberg T, Jürgenhake C, Anacker H, Dumitrescu R. Towards a modular product architecture for electric ferries using Model- Based Systems Engineering. In: Procedia Manufacturing. ; 2020.

Wiecher C, Japs S, Kaiser L, Greenyer J, Wolff C, Dumitrescu R. Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System Validation. In: ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion). ; 2020.

Yee J, Low CY, Ong P, et al. Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data. In: IOP Conference Series: Materials Science and Engineering. ; 2020. doi:10.1088/1757-899x/824/1/012013

Bernijazov R, Özcan L, Dumitrescu R, eds. AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation .; 2020:36-37.

Frank M, Gausemeier J, Hennig-Cardinal von Widdern N, Koldewey C, Menzefricke JS, Reinhold J. A reference process for the Smart Service business: development and practical implications. In: Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM); 2020.

Becker J-K, Joachim K, Koldewey C, Reinhold J, Dumitrescu R. Scaling Digital Business Models: A Case from the Automotive Industry. In: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference; 2020.

Reinhold J, Frank M, Koldewey C, Dumitrescu R, Buss E. In-depth Analysis of the Effects of Smart Services on Value Creation. In: Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community. LUT Scientific and Expertise Publications; 2020.

Menzefricke JS, Frank M, Drewel M, Dumitrescu R. Value-centered design of a digital service robotics platform. In: Mpofu K, Butala P, eds. Procedia CIRP. Vol 91. ; 2020:690-695.

Schnasse F, Menzefricke JS, Gabriel S, et al. Identification of socio-technical changes caused by Industry 4.0. In: Proceedings of the Hamburg International Conference of Logistics (HICL). Vol 29. ; 2020.

Koldewey C, Gausemeier J, Chohan N, Frank M, Reinhold J, Dumitrescu R. Aligning Strategy and Structure for Smart Service Businesses in Manufacturing. In: IEEE, ed. Proceedings of the IEEE International Conference on Technology Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”.

Koldewey C, Frank M, Gausemeier J, Bäsecke A, Reinhold J, Dumitrescu R. Systematische Entwicklung von Normstrategien für Smart Services. ZWF Zeitschrift für wirtschaftliche Fabrikplanung. 2020;115(7-8):524-528. doi:10.3139/104.112297

Koldewey C, Reinhold J, Dumitrescu R. Planning a Smart Service Business Integrating External Partners. In: Barlatier P-J, Mention A-L, eds. Managing Digital Open Innovation. Vol Volume 5. Open Innovation: Bridging Theory and Practice. World Scientific Publishing Company; 2020:255-298. doi:10.1142/9789811219238_0010