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305 Publications
2021 | Conference Paper | LibreCat-ID: 21272
@inproceedings{Ködding_Dumitrescu_2021, place={Berlin, Heidelberg}, title={Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung}, booktitle={Digitalisisierung souverän gestalten}, publisher={Springer Vieweg}, author={Ködding, Patrick and Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2021}, pages={59–73} }
LibreCat
2020 | Journal Article | LibreCat-ID: 19864
@article{Meyer_Frank_Massmann_Dumitrescu_2020, title={Research and Consulting in Data-Driven Strategic Product Planning}, journal={Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)}, author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Journal Article | LibreCat-ID: 19866
@article{Meyer_Frank_Massmann_Dumitrescu_2020, title={Research and Consulting in Data-Driven Strategic Product Planning}, volume={18}, number={2}, journal={Journal of Systemics, Cybernetics and Informatics}, author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Dumitrescu, Roman}, year={2020}, pages={55–61} }
LibreCat
2020 | Journal Article | LibreCat-ID: 21269
@article{Ködding_Reinhold_Scholtysik_Dumitrescu_2020, title={Consulting via Research in IMPRESS}, volume={18}, number={2}, journal={Journal of Systemics, Cybernetics and Informatics}, author={Ködding, Patrick and Reinhold, Jannik and Scholtysik, Michel and Dumitrescu, Roman}, year={2020}, pages={14–19} }
LibreCat
2020 | Journal Article | LibreCat-ID: 21281
@article{Drewel_Özcan_Koldewey_Gausemeier_2020, title={Pattern‐based development of digital platforms}, DOI={10.1111/caim.12415}, journal={Creativity and Innovation Management}, author={Drewel, Marvin and Özcan, Leon and Koldewey, Christian and Gausemeier, Jürgen}, year={2020} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 21377
@inproceedings{Pierenkemper_Gausemeier_2020, title={Developing Strategies for Digital Transformation in SMEs with Maturity Models}, booktitle={Proceeding of the ISPIM Connects}, author={Pierenkemper, Christoph and Gausemeier, Jürgen}, year={2020} }
LibreCat
2020 | Journal Article | LibreCat-ID: 21379
@article{Dumitrescu_Drewel_Falkowski_2020, title={KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung}, number={1–2}, journal={ZWF, Zeitschrift für wirtschaftliche Fabrikplanung}, author={Dumitrescu, Roman and Drewel, Marvin and Falkowski, Tommy}, year={2020}, pages={86–90} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21380
@inproceedings{Anacker_Dumitrescu_Kharatyan_Lipsmeier_2020, title={Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems}, booktitle={Proceedings of the Design Society}, author={Anacker, Harald and Dumitrescu, Roman and Kharatyan, Aschot and Lipsmeier, Andre}, year={2020}, pages={1195–1204} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21381
@inproceedings{Lipsmeier_Kühn_Joppen_Dumitrescu_2020, title={Process for the development of a digital strategy}, number={88}, booktitle={Procedia CIRP}, author={Lipsmeier, Andre and Kühn, Arno and Joppen, Robert and Dumitrescu, Roman}, year={2020}, pages={173–178} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21382
@inproceedings{Japs_Kharatyan_Tekaat_Kaiser_Dumitrescu_2020, title={Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation}, booktitle={Proceedings of the Design Society}, author={Japs, Segej and Kharatyan, Aschot and Tekaat, Julian and Kaiser, Lydia and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21383
@inproceedings{Jürgenhake_Anacker_Dumitrescu_2020, title={The digital Stadium – From future scenarios to technology and business model development}, booktitle={Proceedings of the IEEE}, author={Jürgenhake, Christoph and Anacker, Harald and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21384
@inproceedings{Röltgen_Dumitrescu_2020, title={Classification of Industrial Augmented Reality Use Cases}, number={91}, booktitle={Procedia CIRP}, author={Röltgen, Daniel and Dumitrescu, Roman}, year={2020}, pages={93–100} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21385
@inproceedings{Hobscheidt_Kühn_Dumitrescu_2020, title={Development of risk-optimized implementation paths for Industry 4.0 based on socio-technical pattern}, number={91}, booktitle={Procedia CIRP}, author={Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman}, year={2020}, pages={832–837} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21386
@inproceedings{Wortmann_Ellermann_Kühn_Dumitrescu_2020, title={Ideation for digital platforms based on a companies‘ ecosystem}, number={91}, booktitle={Procedia CIRP}, author={Wortmann, Fabio and Ellermann, Kai and Kühn, Arno and Dumitrescu, Roman}, year={2020}, pages={559–564} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21387
@inproceedings{Dyck_Stöcklein_Eckertz_Dumitrescu_2020, title={Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning}, booktitle={Virtual, Augmented and Mixed Reality. Design and Interaction }, author={Dyck, Florian and Stöcklein, Jörg and Eckertz, Daniel and Dumitrescu, Roman}, year={2020}, pages={37–49} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21388
@inproceedings{Bretz_Koenemann_Anacker_Dumitrescu_2020, title={A contribution to the design of organizational structures suitable for Systems Engineering}, number={91}, booktitle={Procedia CIRP}, author={Bretz, Lukas and Koenemann, Ulf and Anacker, Harald and Dumitrescu, Roman}, year={2020}, pages={101–106} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21389
@inproceedings{Hillebrand_Greinert_Herzog_Dumitrescu_2020, title={Advanced Monkey Testing for connected autonomous systems}, booktitle={Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE)}, author={Hillebrand, Michael and Greinert, Matthias and Herzog, Otthein and Dumitrescu, Roman}, year={2020}, pages={163–168} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21390
@inproceedings{Hillebrand_Lakhani_Dumitrescu_2020, title={A design methodology for deep reinforcement learning for autonomous Systems}, DOI={https://doi.org/10.1016/j.promfg.2020.11.044}, number={52}, booktitle={Procedia Manufacturing 52}, author={Hillebrand, Michael and Lakhani, Mohsin and Dumitrescu, Roman}, year={2020}, pages={266–271} }
LibreCat
| DOI
2020 | Book Chapter | LibreCat-ID: 21391
@inbook{Reinhart_von Enzberg_Kühn_Dumitrescu_2020, title={Machine Learning for Process-X: A Taxonomy}, volume={11}, booktitle={Machine Learning for Cyber Physical Systems. Technologien für die intelligente Automation (Technologies for Intelligent Automation)}, publisher={Springer Vieweg, Berlin, Heidelberg}, author={Reinhart, Felix and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, editor={Beyerer, Jürgen and Maier, Alexander and Niggemann, OliverEditors}, year={2020}, pages={25–33} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21392
@inproceedings{Henkenjohann_Joppen_Köchling_von Enzberg_Kühn_Dumitrescu_2020, title={Identification and specification of standard modules in production for a material flow simulation}, booktitle={Procedia CIRP}, author={Henkenjohann, Mark and Joppen, Robert and Köchling, Daniel and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21394
@inproceedings{Grote_Pfeifer_Röltgen_Kühn_Dumitrescu_2020, title={Towards defining role models in Advanced Systems Engineering}, booktitle={Proceedings of the 2020 IEEE International Symposium on Systems Engineering}, author={Grote, Eva-Maria and Pfeifer, Stefan and Röltgen, Daniel and Kühn, Arno and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Book Chapter | LibreCat-ID: 21395
@inbook{Dumitrescu_Tschirner_Bansmann_2020, title={Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung}, booktitle={Handbuch Gestaltung digitaler und vernetzter Arbeitswelten}, publisher={Springer-Verlag GmbH}, author={Dumitrescu, Roman and Tschirner, Christian and Bansmann, Michael}, editor={Maier, Günter and Engels, Gregor and Steffen, EckhardEditors}, year={2020}, pages={405–432} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21438
@inproceedings{Japs_Kharatyan_Kaiser_Dumitrescu_2020, title={CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation}, booktitle={Proceedings of the 16th International Design Conference (DESIGN 2020)}, author={Japs, Segej and Kharatyan, Aschot and Kaiser, Lydia and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21439
@inproceedings{Pfeifer_Seidenberg_Jürgenhake_Anacker_Dumitrescu_2020, title={Towards a modular product architecture for electric ferries using Model- Based Systems Engineering}, booktitle={Procedia Manufacturing}, author={Pfeifer, Stefan and Seidenberg, Tobias and Jürgenhake, Christoph and Anacker, Harald and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21440
@inproceedings{Wiecher_Japs_Kaiser_Greenyer_Wolff_Dumitrescu_2020, title={Scenarios in the Loop: Integrated Requirements Analysis and Automotive System Validation}, booktitle={ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS ’20 Companion)}, author={Wiecher, Carsten and Japs, Sergej and Kaiser, Lydia and Greenyer, Joel and Wolff, Carsten and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 21441
@inproceedings{Yee_Low_Ong_Soh_Hannapiah_Zakaria_von Enzberg_Asmar_Dumitrescu_2020, title={Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data}, DOI={10.1088/1757-899x/824/1/012013}, booktitle={IOP Conference Series: Materials Science and Engineering}, author={Yee, Jingye and Low, Cheng Yee and Ong, P. and Soh, WS and Hannapiah, Fazah Akhtar and Zakaria, NC and von Enzberg, Sebastian and Asmar, Laban and Dumitrescu, Roman}, year={2020} }
LibreCat
| DOI
2020 | Special Issue | LibreCat-ID: 21486
@book{Bernijazov_Özcan_Dumitrescu_2020, title={AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation }, number={122}, journal={ERCIM News}, year={2020}, pages={36–37} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 17405
@inproceedings{Frank_Gausemeier_Hennig-Cardinal von Widdern_Koldewey_Menzefricke_Reinhold_2020, title={A reference process for the Smart Service business: development and practical implications}, booktitle={Proceedings of the ISPIM connects}, publisher={International Society for Professional Innovation Management (ISPIM)}, author={Frank, Maximilian and Gausemeier, Juergen and Hennig-Cardinal von Widdern, Nils and Koldewey, Christian and Menzefricke, Joern Steffen and Reinhold, Jannik}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 17406
@inproceedings{Becker_Joachim_Koldewey_Reinhold_Dumitrescu_2020, title={Scaling Digital Business Models: A Case from the Automotive Industry}, booktitle={Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis”}, publisher={ISPIM Innovation Conference}, author={Becker, Julia-Kristin and Joachim, Klemens and Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 18876 | 
@inproceedings{Reinhold_Frank_Koldewey_Dumitrescu_Buss_2020, title={In-depth Analysis of the Effects of Smart Services on Value Creation}, booktitle={Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community}, publisher={LUT Scientific and Expertise Publications}, author={Reinhold, Jannik and Frank, Maximilian and Koldewey, Christian and Dumitrescu, Roman and Buss, Eugen}, year={2020} }
LibreCat
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2020 | Conference Paper | LibreCat-ID: 20305
@inproceedings{Menzefricke_Frank_Drewel_Dumitrescu_2020, title={Value-centered design of a digital service robotics platform}, volume={91}, booktitle={Procedia CIRP}, author={Menzefricke, Jörn Steffen and Frank, Maximilian and Drewel, Marvin and Dumitrescu, Roman}, editor={Mpofu, Khumbulani and Butala, PeterEditors}, year={2020}, pages={690–695} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 20307
@inproceedings{Schnasse_Menzefricke_Gabriel_Hobscheidt_Parlings_Kühn_Dumitrescu_2020, title={Identification of socio-technical changes caused by Industry 4.0}, volume={29}, booktitle={Proceedings of the Hamburg International Conference of Logistics (HICL)}, author={Schnasse, Felix and Menzefricke, Jörn Steffen and Gabriel, Stefan and Hobscheidt, Daniela and Parlings, Matthias and Kühn, Arno and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 20355
@inproceedings{Koldewey_Gausemeier_Chohan_Frank_Reinhold_Dumitrescu, title={Aligning Strategy and Structure for Smart Service Businesses in Manufacturing}, booktitle={Proceedings of the IEEE International Conference on Technology Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”}, author={Koldewey, Christian and Gausemeier, Jürgen and Chohan, Nadia and Frank, Maximilian and Reinhold, Jannik and Dumitrescu, Roman}, editor={IEEEEditor} }
LibreCat
2020 | Journal Article | LibreCat-ID: 20363
@article{Koldewey_Frank_Gausemeier_Bäsecke_Reinhold_Dumitrescu_2020, title={Systematische Entwicklung von Normstrategien für Smart Services}, volume={115}, DOI={10.3139/104.112297}, number={7–8}, journal={ZWF Zeitschrift für wirtschaftliche Fabrikplanung}, publisher={Hanser}, author={Koldewey, Christian and Frank, Maximilian and Gausemeier, Jürgen and Bäsecke, Alexander and Reinhold, Jannik and Dumitrescu, Roman}, year={2020}, pages={524–528} }
LibreCat
| DOI
2020 | Book Chapter | LibreCat-ID: 20365
@inbook{Koldewey_Reinhold_Dumitrescu_2020, series={Open Innovation: Bridging Theory and Practice}, title={Planning a Smart Service Business Integrating External Partners}, volume={Volume 5}, DOI={10.1142/9789811219238_0010}, booktitle={Managing Digital Open Innovation}, publisher={World Scientific Publishing Company}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, editor={Barlatier, Pierre-Jean and Mention, Anne-LaureEditors}, year={2020}, pages={255–298}, collection={Open Innovation: Bridging Theory and Practice} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 20447
@article{Massmann_Meyer_Frank_von Enzberg_Kühn_Dumitrescu_2020, title={Method for data inventory and classification}, number={93}, journal={Procedia CIRP}, author={Massmann, Melina and Meyer, Maurice and Frank, Maximilian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2020}, pages={234–239} }
LibreCat
2020 | Journal Article | LibreCat-ID: 20448
@article{Meyer_Frank_Massmann_Wendt_Dumitrescu_2020, title={Data-Driven Product Generation and Retrofit Planning}, number={93}, journal={Procedia CIRP}, author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Wendt, Niklas and Dumitrescu, Roman}, year={2020}, pages={965–970} }
LibreCat
2020 | Journal Article | LibreCat-ID: 20449
@article{Uhlmann_Dumitrescu_Polte_Meyer_Simsek_2020, title={Datengetriebene Steigerung der Verfügbarkeit}, volume={110}, number={07–08}, journal={ wt Werkstattstechnik online }, author={Uhlmann, Eckart and Dumitrescu, Roman and Polte, Julian and Meyer, Maurice and Simsek, Deniz}, year={2020}, pages={532–535} }
LibreCat
2020 | Journal Article | LibreCat-ID: 20450
@article{Massmann_Meyer_Frank_von Enzberg_Kühn_Dumitrescu_2020, title={Framework for Data Analytics in Data-Driven Product Planning}, journal={Procedia Manufacturing}, author={Massmann, Melina and Meyer, Maurice and Frank, Maximilian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2020} }
LibreCat
2020 | Book Chapter | LibreCat-ID: 20568 |
@inbook{Reinhold_Koldewey_Dumitrescu_2020, place={Frankfurt am Main}, title={GEMINI-Modellierungssprache für Wertschöpfungssysteme}, booktitle={Der Geschäftsmodell-Toolguide }, publisher={Campus Verlag}, author={Reinhold, Jannik and Koldewey, Christian and Dumitrescu, Roman}, editor={Buchholz, Birgit and Bürger, MatthiasEditors}, year={2020}, pages={52–56} }
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2020 | Book Chapter | LibreCat-ID: 20570 |
@inbook{Koldewey_Reinhold_Dumitrescu_2020, place={Frankfurt am Main}, title={GEMINI-Geschäftsmodellmuster-Kartenset}, booktitle={Der Geschäftsmodell-Toolguide}, publisher={Campus Verlag}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, editor={Buchholz, Birgit and Bürger, MatthiasEditors}, year={2020}, pages={61–66} }
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2020 | Book Chapter | LibreCat-ID: 20571 |
@inbook{Koldewey_Reinhold_Dumitrescu_2020, place={Frankfurt am Main}, title={Geschäftsmodellvalidierung}, booktitle={Der Geschäftsmodell-Toolguide}, publisher={Campus Verlag}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, editor={Buchholz, Birgit and Bürger, MatthiasEditors}, year={2020}, pages={106–111} }
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2020 | Book Chapter | LibreCat-ID: 20573 |
@inbook{Koldewey_Reinhold_Dumitrescu_2020, place={Frankfurt am Main}, title={Geschäftsmodell-Roadmapping}, booktitle={Der Geschäftsmodell-Toolguide}, publisher={Campus Verlag}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman}, editor={Buchholz, Birgit and Bürger, MatthiasEditors}, year={2020}, pages={138–143} }
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2020 | Journal Article | LibreCat-ID: 18350
@article{Koldewey_Meyer_Stockbrügger_Dumitrescu_Gausemeier_2020, title={Framework and Functionality Patterns for Smart Service Innovation}, DOI={10.1016/j.procir.2020.02.244}, number={91}, journal={Procedia CIRP}, author={Koldewey, Christian and Meyer, Maurice and Stockbrügger, Patrick and Dumitrescu, Roman and Gausemeier, Jürgen}, year={2020}, pages={851–857} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 37122
@article{Niewöhner_Asmar_Röltgen_Kühn_Dumitrescu_2020, title={The impact of the 4th industrial revolution on the design fields of innovation management}, volume={91}, DOI={10.1016/j.procir.2020.02.149}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Niewöhner, Nadine and Asmar, Laban and Röltgen, Daniel and Kühn, Arno and Dumitrescu, Roman}, year={2020}, pages={43–48} }
LibreCat
| DOI
2020 | Book | LibreCat-ID: 37125
@book{Schuh_Anderl_Dumitrescu_Krüger_ten Hompel_2020, place={München}, title={Der Industrie 4.0 Maturity Index in der betrieblichen Anwendung. Aktuelle Herausforderungen, Fallbeispiele und Entwicklungstrends (acatech KOOPERATION)}, publisher={ acatech – Deutsche Akademie der Technikwissenschaften}, author={Schuh, Günther and Anderl, Reiner and Dumitrescu, Roman and Krüger, Antonio and ten Hompel, Michael}, year={2020} }
LibreCat
2019 | Journal Article | LibreCat-ID: 17392
@article{Massmann_Meyer_Dumitrescu_Enzberg_Frank_Koldewey_Kühn_Reinhold_2019, title={Significance and Challenges of Data-driven Product Generation and Retrofit Planning}, DOI={10.1016/j.procir.2019.04.226}, journal={Procedia CIRP}, author={Massmann, Melina and Meyer, Maurice and Dumitrescu, Roman and Enzberg, Sebastian von and Frank, Maximilian and Koldewey, Christian and Kühn, Arno and Reinhold, Jannik}, year={2019}, pages={992–997} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 17395
@article{Koldewey_Reinhold_Dumitrescu_Frank_Schweppe_Melzer_2019, title={Gestaltung hybrider Wertschöpfung und Arbeit im Kontext von Smart Services}, DOI={10.3139/104.112113}, journal={ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman and Frank, Maximilian and Schweppe, Thomans and Melzer, Annegret}, year={2019}, pages={380–384} }
LibreCat
| DOI
2019 | Newspaper Article | LibreCat-ID: 17402
@article{Koldewey_Dumitrescu_2019, title={Strategie als Erfolgsfaktor}, number={4}, journal={ServiceToday}, author={Koldewey, Christian and Dumitrescu, Roman}, year={2019}, pages={76–77} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 17403
@inproceedings{Koldewey_Evers_Dumitrescu_Frank_Gausemeier_Reinhold_2019, title={Development Process for Smart Service Strategies}, volume={93}, booktitle={Proceedings of The XXX ISPIM INNOVATION CONFERENCE}, publisher={ISPIM Innovation Conference}, author={Koldewey, Christian and Evers, Hans Heinrich and Dumitrescu, Roman and Frank, Maximilian and Gausemeier, Jürgen and Reinhold, Jannik}, editor={Bitran, Ian and Conn, Stefan and Gernreich, Chris and Heber, Michelle and Huizingh, K.R.E. and Kokshagina, Olga and Torkkeli, Marko and Tynnhammar, MarkusEditors}, year={2019} }
LibreCat