Smart factory reference model for training on Industry 4.0
U. Mohammad, C. Low, R.A. Rahman, M.A. Johar, C.T. Koh, R. Dumitrescu, M. Rabe, L. Asmar, S. Kamaruddin, Journal of Mechanical Engineering (JMechE)  16 (2021) 129–144.

Data-Driven Model for Upper Limb Spasticity Detection
J. Yee, C.Y. Low, N.M. Hashim, F.A. Hanapiah, W.S. Soh, N.A.C. Zakaria, M.N. Nemah, L. Asmar, M. Rabe, S. von Enzberg, R. Dumitrescu, International Journal of Integrated Engineering 13 (2021) 180–188.

Selecting Features for the Next Release in a System of Systems Context
C. Wiecher, C. Wolff, H. Anacker, R. Dumitrescu, ArXiv Preprint (2021).

Derivation of socio-technical solution patterns for industry 4.0 problem classes
D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 301–306.

Towards an ambidextrous innovation management maturity model
N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 289–294.

Integration of agile practices in the product development process of intelligent technical systems
S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 427–432.

Identification and specification of standard modules in production for a material flow simulation
M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 21–26.

Iterative and Scenario-Based Requirements Specification in a System of Systems Context
C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, R. Dumitrescu, in: F. Dalpiaz, P. Spoletini (Eds.), Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Springer Nature Switzerland AG,  Cham, Switzerland, 2021.

Arbeit 4.0 in der Produktentstehung mit IviPep
M. Foullois, A.-L. Kato-Beiderwieden, L. Mlekus, G.W. Maier, S. Jenderny, C. Röcker, O. Dietz, M. Pretzlaff, O. Huxdorf, F. von Dungern, D. Bräutigam, L. Seifert, R. Dumitrescu, in: W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, N. Müller (Eds.), Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.

Platform Patterns - Using Proven Principles to Develop Digital Platforms
M. Drewel, L. Özcan, J. Gausemeier, R. Dumitrescu, in: E.G. Carayannis (Ed.), Journal of the Knowledge Economy, Springer, 2021, pp. 519–543.

Towards collaborative life cycle specification of digital twins in manufacturing value chains
R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 229–234.

Structuring Framework for Early Validation of Product Ideas
L. Asmar, K. Grigoryan, C.Y. Low, D. Röltgen, A. Kühn, R. Dumitrescu, in: International Journal of Integrated Engineering , 2021, pp. 229–240.

Digitalisation of Society
D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, M. Drewel, in: A. Maier, J. Oehmen, P.E. Vermaas (Eds.),  Handbook of Engineering Systems Design, Springer, Cham, 2021, pp. 2–27.

Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung
J. Gausemeier, W. Bauer, R. Dumitrescu, eds., Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2021.

Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering
R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, R. Stark, Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering, Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.

A Meta-Review on Artiû01cial Intelligence in Product Creation
R. Bernijazov, A. Dicks, R. Dumitrescu, M. Foullois, J.M. Hanselle, E. Hüllermeier, G. Karakaya, P. Ködding, V. Lohweg, M. Malatyali, F. Meyer auf der Heide, M. Panzner, C. Soltenborn, in: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.

Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization
C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, J. Reinhold, in: D.R. Schallmo, J. Tidd (Eds.), Digitalization, Springer Nature, Cham, 2021, pp. 205–237.

Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies
D. Eckertz, M. Möller, H. Anacker, R. Dumitrescu, in:  Proceedings of the International Conference on Information and Computer Technologies, 2021.

Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe
C. Koldewey, Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe, Paderborn, 2021.

Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal
C. Wiecher, J. Fischbach, J. Greenyer, A. Vogelsang, C. Wolff, R. Dumitrescu, ArXiv Preprint (2021).

Maturity-based Development of Strategic Thrusts for Socio-technical Risks
J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 104 (2021) 241–246.

Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung
P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisisierung souverän gestalten, Springer Vieweg, Berlin, Heidelberg, 2021, pp. 59–73.

Research and Consulting in Data-Driven Strategic Product Planning
M. Meyer, M. Frank, M. Massmann, R. Dumitrescu, Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020) (2020).

Research and Consulting in Data-Driven Strategic Product Planning
M. Meyer, M. Frank, M. Massmann, R. Dumitrescu, Journal of Systemics, Cybernetics and Informatics 18 (2020) 55–61.

Consulting via Research in IMPRESS
P. Ködding, J. Reinhold, M. Scholtysik, R. Dumitrescu, Journal of Systemics, Cybernetics and Informatics 18 (2020) 14–19.

Patternbased development of digital platforms
M. Drewel, L. Özcan, C. Koldewey, J. Gausemeier, Creativity and Innovation Management (2020).

Developing Strategies for Digital Transformation in SMEs with Maturity Models
C. Pierenkemper, J. Gausemeier, in: Proceeding of the ISPIM Connects, 2020.

KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung
R. Dumitrescu, M. Drewel, T. Falkowski, ZWF, Zeitschrift für wirtschaftliche Fabrikplanung (2020) 86–90.

Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems
H. Anacker, R. Dumitrescu, A. Kharatyan, A. Lipsmeier, in: Proceedings of the Design Society, 2020, pp. 1195–1204.

Process for the development of a digital strategy
A. Lipsmeier, A. Kühn, R. Joppen, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 173–178.

Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation
S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, R. Dumitrescu, in: Proceedings of the Design Society, 2020.

The digital Stadium – From future scenarios to technology and business model development
C. Jürgenhake, H. Anacker, R. Dumitrescu, in: Proceedings of the IEEE, 2020.

Classification of Industrial Augmented Reality Use Cases
D. Röltgen, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 93–100.

Development of risk-optimized implementation paths for Industry 4.0 based on socio-technical pattern
D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 832–837.

Ideation for digital platforms based on a companies‘ ecosystem
F. Wortmann, K. Ellermann, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 559–564.

Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning
F. Dyck, J. Stöcklein, D. Eckertz, R. Dumitrescu, in: Virtual, Augmented and Mixed Reality. Design and Interaction , 2020, pp. 37–49.

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

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

A design methodology for deep reinforcement learning for autonomous Systems
M. Hillebrand, M. Lakhani, R. Dumitrescu, in: Procedia Manufacturing 52, 2020, pp. 266–271.

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

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

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

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

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

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

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

Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data
J. Yee, C.Y. Low, P. Ong, W. Soh, F.A. Hannapiah, N. Zakaria, S. von Enzberg, L. Asmar, R. Dumitrescu, in: IOP Conference Series: Materials Science and Engineering, 2020.

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

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

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