---
_id: '21381'
author:
- first_name: Andre
  full_name: Lipsmeier, Andre
  last_name: Lipsmeier
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Robert
  full_name: Joppen, Robert
  last_name: Joppen
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Lipsmeier A, Kühn A, Joppen R, Dumitrescu R. Process for the development of
    a digital strategy. In: <i>Procedia CIRP</i>. ; 2020:173-178.'
  apa: Lipsmeier, A., Kühn, A., Joppen, R., &#38; Dumitrescu, R. (2020). Process for
    the development of a digital strategy. In <i>Procedia CIRP</i> (pp. 173–178).
  bibtex: '@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} }'
  chicago: Lipsmeier, Andre, Arno Kühn, Robert Joppen, and Roman Dumitrescu. “Process
    for the Development of a Digital Strategy.” In <i>Procedia CIRP</i>, 173–78, 2020.
  ieee: A. Lipsmeier, A. Kühn, R. Joppen, and R. Dumitrescu, “Process for the development
    of a digital strategy,” in <i>Procedia CIRP</i>, 2020, no. 88, pp. 173–178.
  mla: Lipsmeier, Andre, et al. “Process for the Development of a Digital Strategy.”
    <i>Procedia CIRP</i>, no. 88, 2020, pp. 173–78.
  short: 'A. Lipsmeier, A. Kühn, R. Joppen, R. Dumitrescu, in: Procedia CIRP, 2020,
    pp. 173–178.'
date_created: 2021-03-05T07:54:44Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
issue: '88'
language:
- iso: eng
page: 173-178
publication: Procedia CIRP
quality_controlled: '1'
status: public
title: Process for the development of a digital strategy
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21382'
author:
- first_name: Segej
  full_name: Japs, Segej
  last_name: Japs
- first_name: Aschot
  full_name: Kharatyan, Aschot
  last_name: Kharatyan
- first_name: Julian
  full_name: Tekaat, Julian
  last_name: Tekaat
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Japs S, Kharatyan A, Tekaat J, Kaiser L, Dumitrescu R. Method for 3D-Environment
    Driven Domain Knowledge Elicitaion and System Model Generation. In: <i>Proceedings
    of the Design Society</i>. ; 2020.'
  apa: Japs, S., Kharatyan, A., Tekaat, J., Kaiser, L., &#38; Dumitrescu, R. (2020).
    Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model
    Generation. In <i>Proceedings of the Design Society</i>. Cavtat.
  bibtex: '@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}
    }'
  chicago: Japs, Segej, Aschot Kharatyan, Julian Tekaat, Lydia Kaiser, and Roman Dumitrescu.
    “Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model
    Generation.” In <i>Proceedings of the Design Society</i>, 2020.
  ieee: S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, and R. Dumitrescu, “Method for
    3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation,”
    in <i>Proceedings of the Design Society</i>, Cavtat, 2020.
  mla: Japs, Segej, et al. “Method for 3D-Environment Driven Domain Knowledge Elicitaion
    and System Model Generation.” <i>Proceedings of the Design Society</i>, 2020.
  short: 'S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, R. Dumitrescu, in: Proceedings
    of the Design Society, 2020.'
conference:
  end_date: 2020-05-21
  location: Cavtat
  name: Design Society
  start_date: 2020-05-18
date_created: 2021-03-05T08:31:03Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the Design Society
status: public
title: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model
  Generation
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21383'
author:
- first_name: Christoph
  full_name: Jürgenhake, Christoph
  last_name: Jürgenhake
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Jürgenhake C, Anacker H, Dumitrescu R. The digital Stadium – From future scenarios
    to technology and business model development. In: <i>Proceedings of the IEEE</i>.
    ; 2020.'
  apa: Jürgenhake, C., Anacker, H., &#38; Dumitrescu, R. (2020). The digital Stadium
    – From future scenarios to technology and business model development. In <i>Proceedings
    of the IEEE</i>. Dortmund.
  bibtex: '@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} }'
  chicago: Jürgenhake, Christoph, Harald Anacker, and Roman Dumitrescu. “The Digital
    Stadium – From Future Scenarios to Technology and Business Model Development.”
    In <i>Proceedings of the IEEE</i>, 2020.
  ieee: C. Jürgenhake, H. Anacker, and R. Dumitrescu, “The digital Stadium – From
    future scenarios to technology and business model development,” in <i>Proceedings
    of the IEEE</i>, Dortmund, 2020.
  mla: Jürgenhake, Christoph, et al. “The Digital Stadium – From Future Scenarios
    to Technology and Business Model Development.” <i>Proceedings of the IEEE</i>,
    2020.
  short: 'C. Jürgenhake, H. Anacker, R. Dumitrescu, in: Proceedings of the IEEE, 2020.'
conference:
  end_date: 2020-03-07
  location: Dortmund
  name: IEEE
  start_date: 2020-03-05
date_created: 2021-03-05T08:37:51Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the IEEE
status: public
title: The digital Stadium – From future scenarios to technology and business model
  development
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21384'
author:
- first_name: Daniel
  full_name: Röltgen, Daniel
  last_name: Röltgen
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Röltgen D, Dumitrescu R. Classification of Industrial Augmented Reality Use
    Cases. In: <i>Procedia CIRP</i>. ; 2020:93-100.'
  apa: Röltgen, D., &#38; Dumitrescu, R. (2020). Classification of Industrial Augmented
    Reality Use Cases. In <i>Procedia CIRP</i> (pp. 93–100).
  bibtex: '@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} }'
  chicago: Röltgen, Daniel, and Roman Dumitrescu. “Classification of Industrial Augmented
    Reality Use Cases.” In <i>Procedia CIRP</i>, 93–100, 2020.
  ieee: D. Röltgen and R. Dumitrescu, “Classification of Industrial Augmented Reality
    Use Cases,” in <i>Procedia CIRP</i>, 2020, no. 91, pp. 93–100.
  mla: Röltgen, Daniel, and Roman Dumitrescu. “Classification of Industrial Augmented
    Reality Use Cases.” <i>Procedia CIRP</i>, no. 91, 2020, pp. 93–100.
  short: 'D. Röltgen, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 93–100.'
date_created: 2021-03-05T08:40:51Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
issue: '91'
language:
- iso: eng
page: 93-100
publication: Procedia CIRP
quality_controlled: '1'
status: public
title: Classification of Industrial Augmented Reality Use Cases
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21385'
author:
- first_name: Daniela
  full_name: Hobscheidt, Daniela
  last_name: Hobscheidt
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hobscheidt D, Kühn A, Dumitrescu R. Development of risk-optimized implementation
    paths for Industry 4.0 based on socio-technical pattern. In: <i>Procedia CIRP</i>.
    ; 2020:832–837.'
  apa: Hobscheidt, D., Kühn, A., &#38; Dumitrescu, R. (2020). Development of risk-optimized
    implementation paths for Industry 4.0 based on socio-technical pattern. In <i>Procedia
    CIRP</i> (pp. 832–837).
  bibtex: '@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} }'
  chicago: Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Development of Risk-Optimized
    Implementation Paths for Industry 4.0 Based on Socio-Technical Pattern.” In <i>Procedia
    CIRP</i>, 832–837, 2020.
  ieee: D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Development of risk-optimized
    implementation paths for Industry 4.0 based on socio-technical pattern,” in <i>Procedia
    CIRP</i>, 2020, no. 91, pp. 832–837.
  mla: Hobscheidt, Daniela, et al. “Development of Risk-Optimized Implementation Paths
    for Industry 4.0 Based on Socio-Technical Pattern.” <i>Procedia CIRP</i>, no.
    91, 2020, pp. 832–837.
  short: 'D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2020, pp. 832–837.'
conference:
  end_date: 2020-05-08
  start_date: 2020-05-06
date_created: 2021-03-05T08:53:07Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
issue: '91'
language:
- iso: eng
page: 832–837
publication: Procedia CIRP
quality_controlled: '1'
status: public
title: Development of risk-optimized implementation paths for Industry 4.0 based on
  socio-technical pattern
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21386'
author:
- first_name: Fabio
  full_name: Wortmann, Fabio
  last_name: Wortmann
- first_name: Kai
  full_name: Ellermann, Kai
  last_name: Ellermann
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wortmann F, Ellermann K, Kühn A, Dumitrescu R. Ideation for digital platforms
    based on a companies‘ ecosystem. In: <i>Procedia CIRP</i>. ; 2020:559-564.'
  apa: Wortmann, F., Ellermann, K., Kühn, A., &#38; Dumitrescu, R. (2020). Ideation
    for digital platforms based on a companies‘ ecosystem. In <i>Procedia CIRP</i>
    (pp. 559–564).
  bibtex: '@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} }'
  chicago: Wortmann, Fabio, Kai Ellermann, Arno Kühn, and Roman Dumitrescu. “Ideation
    for Digital Platforms Based on a Companies‘ Ecosystem.” In <i>Procedia CIRP</i>,
    559–64, 2020.
  ieee: F. Wortmann, K. Ellermann, A. Kühn, and R. Dumitrescu, “Ideation for digital
    platforms based on a companies‘ ecosystem,” in <i>Procedia CIRP</i>, 2020, no.
    91, pp. 559–564.
  mla: Wortmann, Fabio, et al. “Ideation for Digital Platforms Based on a Companies‘
    Ecosystem.” <i>Procedia CIRP</i>, no. 91, 2020, pp. 559–64.
  short: 'F. Wortmann, K. Ellermann, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2020,
    pp. 559–564.'
date_created: 2021-03-05T09:01:43Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
issue: '91'
language:
- iso: eng
page: 559-564
publication: Procedia CIRP
quality_controlled: '1'
status: public
title: Ideation for digital platforms based on a companies‘ ecosystem
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21387'
author:
- first_name: Florian
  full_name: Dyck, Florian
  last_name: Dyck
- first_name: Jörg
  full_name: Stöcklein, Jörg
  last_name: Stöcklein
- first_name: Daniel
  full_name: Eckertz, Daniel
  last_name: Eckertz
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Dyck F, Stöcklein J, Eckertz D, Dumitrescu R. Mixed Mock-up – Development
    of an Interactive Augmented Reality System for Assembly Planning. In: <i>Virtual,
    Augmented and Mixed Reality. Design and Interaction </i>. ; 2020:37-49.'
  apa: Dyck, F., Stöcklein, J., Eckertz, D., &#38; Dumitrescu, R. (2020). Mixed Mock-up
    – Development of an Interactive Augmented Reality System for Assembly Planning.
    In <i>Virtual, Augmented and Mixed Reality. Design and Interaction </i> (pp. 37–49).
    Copenhagen.
  bibtex: '@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} }'
  chicago: Dyck, Florian, Jörg Stöcklein, Daniel Eckertz, and Roman Dumitrescu. “Mixed
    Mock-up – Development of an Interactive Augmented Reality System for Assembly
    Planning.” In <i>Virtual, Augmented and Mixed Reality. Design and Interaction
    </i>, 37–49, 2020.
  ieee: F. Dyck, J. Stöcklein, D. Eckertz, and R. Dumitrescu, “Mixed Mock-up – Development
    of an Interactive Augmented Reality System for Assembly Planning,” in <i>Virtual,
    Augmented and Mixed Reality. Design and Interaction </i>, Copenhagen, 2020, pp.
    37–49.
  mla: Dyck, Florian, et al. “Mixed Mock-up – Development of an Interactive Augmented
    Reality System for Assembly Planning.” <i>Virtual, Augmented and Mixed Reality.
    Design and Interaction </i>, 2020, pp. 37–49.
  short: 'F. Dyck, J. Stöcklein, D. Eckertz, R. Dumitrescu, in: Virtual, Augmented
    and Mixed Reality. Design and Interaction , 2020, pp. 37–49.'
conference:
  end_date: 2020-07-24
  location: Copenhagen
  name: Virtual, Augmented and Mixed Reality
  start_date: 2020-07-19
date_created: 2021-03-05T13:20:42Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
language:
- iso: eng
page: 37-49
publication: 'Virtual, Augmented and Mixed Reality. Design and Interaction '
status: public
title: Mixed Mock-up – Development of an Interactive Augmented Reality System for
  Assembly Planning
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21388'
author:
- first_name: Lukas
  full_name: Bretz, Lukas
  last_name: Bretz
- first_name: Ulf
  full_name: Koenemann, Ulf
  last_name: Koenemann
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Bretz L, Koenemann U, Anacker H, Dumitrescu R. A contribution to the design
    of organizational structures suitable for Systems Engineering. In: <i>Procedia
    CIRP</i>. ; 2020:101-106.'
  apa: Bretz, L., Koenemann, U., Anacker, H., &#38; Dumitrescu, R. (2020). A contribution
    to the design of organizational structures suitable for Systems Engineering. In
    <i>Procedia CIRP</i> (pp. 101–106).
  bibtex: '@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} }'
  chicago: Bretz, Lukas, Ulf Koenemann, Harald Anacker, and Roman Dumitrescu. “A Contribution
    to the Design of Organizational Structures Suitable for Systems Engineering.”
    In <i>Procedia CIRP</i>, 101–6, 2020.
  ieee: L. Bretz, U. Koenemann, H. Anacker, and R. Dumitrescu, “A contribution to
    the design of organizational structures suitable for Systems Engineering,” in
    <i>Procedia CIRP</i>, 2020, no. 91, pp. 101–106.
  mla: Bretz, Lukas, et al. “A Contribution to the Design of Organizational Structures
    Suitable for Systems Engineering.” <i>Procedia CIRP</i>, no. 91, 2020, pp. 101–06.
  short: 'L. Bretz, U. Koenemann, H. Anacker, R. Dumitrescu, in: Procedia CIRP, 2020,
    pp. 101–106.'
date_created: 2021-03-05T13:24:39Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
issue: '91'
language:
- iso: eng
page: 101-106
publication: Procedia CIRP
status: public
title: A contribution to the design of organizational structures suitable for Systems
  Engineering
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21389'
author:
- first_name: Michael
  full_name: Hillebrand, Michael
  last_name: Hillebrand
- first_name: Matthias
  full_name: Greinert, Matthias
  last_name: Greinert
- first_name: Otthein
  full_name: Herzog, Otthein
  last_name: Herzog
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hillebrand M, Greinert M, Herzog O, Dumitrescu R. Advanced Monkey Testing
    for connected autonomous systems. In: <i>Proceedings of the 2020 IEEE 15th International
    Conference of System of Systems Engineering (SoSE)</i>. ; 2020:163-168.'
  apa: Hillebrand, M., Greinert, M., Herzog, O., &#38; Dumitrescu, R. (2020). Advanced
    Monkey Testing for connected autonomous systems. In <i>Proceedings of the 2020
    IEEE 15th International Conference of System of Systems Engineering (SoSE)</i>
    (pp. 163–168). Budapest.
  bibtex: '@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} }'
  chicago: Hillebrand, Michael, Matthias Greinert, Otthein Herzog, and Roman Dumitrescu.
    “Advanced Monkey Testing for Connected Autonomous Systems.” In <i>Proceedings
    of the 2020 IEEE 15th International Conference of System of Systems Engineering
    (SoSE)</i>, 163–68, 2020.
  ieee: M. Hillebrand, M. Greinert, O. Herzog, and R. Dumitrescu, “Advanced Monkey
    Testing for connected autonomous systems,” in <i>Proceedings of the 2020 IEEE
    15th International Conference of System of Systems Engineering (SoSE)</i>, Budapest,
    2020, pp. 163–168.
  mla: Hillebrand, Michael, et al. “Advanced Monkey Testing for Connected Autonomous
    Systems.” <i>Proceedings of the 2020 IEEE 15th International Conference of System
    of Systems Engineering (SoSE)</i>, 2020, pp. 163–68.
  short: '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.'
conference:
  location: Budapest
  name: IEEE 15th International Conference of System of Systems Engineering (SoSE)
date_created: 2021-03-05T14:02:59Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '563'
language:
- iso: eng
page: 163-168
publication: Proceedings of the 2020 IEEE 15th International Conference of System
  of Systems Engineering (SoSE)
quality_controlled: '1'
status: public
title: Advanced Monkey Testing for connected autonomous systems
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21390'
author:
- first_name: Michael
  full_name: Hillebrand, Michael
  last_name: Hillebrand
- first_name: Mohsin
  full_name: Lakhani, Mohsin
  last_name: Lakhani
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hillebrand M, Lakhani M, Dumitrescu R. A design methodology for deep reinforcement
    learning for autonomous Systems. In: <i>Procedia Manufacturing 52</i>. ; 2020:266-271.
    doi:<a href="https://doi.org/10.1016/j.promfg.2020.11.044">https://doi.org/10.1016/j.promfg.2020.11.044</a>'
  apa: Hillebrand, M., Lakhani, M., &#38; Dumitrescu, R. (2020). A design methodology
    for deep reinforcement learning for autonomous Systems. In <i>Procedia Manufacturing
    52</i> (pp. 266–271). <a href="https://doi.org/10.1016/j.promfg.2020.11.044">https://doi.org/10.1016/j.promfg.2020.11.044</a>
  bibtex: '@inproceedings{Hillebrand_Lakhani_Dumitrescu_2020, title={A design methodology
    for deep reinforcement learning for autonomous Systems}, DOI={<a href="https://doi.org/10.1016/j.promfg.2020.11.044">https://doi.org/10.1016/j.promfg.2020.11.044</a>},
    number={52}, booktitle={Procedia Manufacturing 52}, author={Hillebrand, Michael
    and Lakhani, Mohsin and Dumitrescu, Roman}, year={2020}, pages={266–271} }'
  chicago: Hillebrand, Michael, Mohsin Lakhani, and Roman Dumitrescu. “A Design Methodology
    for Deep Reinforcement Learning for Autonomous Systems.” In <i>Procedia Manufacturing
    52</i>, 266–71, 2020. <a href="https://doi.org/10.1016/j.promfg.2020.11.044">https://doi.org/10.1016/j.promfg.2020.11.044</a>.
  ieee: M. Hillebrand, M. Lakhani, and R. Dumitrescu, “A design methodology for deep
    reinforcement learning for autonomous Systems,” in <i>Procedia Manufacturing 52</i>,
    2020, no. 52, pp. 266–271.
  mla: Hillebrand, Michael, et al. “A Design Methodology for Deep Reinforcement Learning
    for Autonomous Systems.” <i>Procedia Manufacturing 52</i>, no. 52, 2020, pp. 266–71,
    doi:<a href="https://doi.org/10.1016/j.promfg.2020.11.044">https://doi.org/10.1016/j.promfg.2020.11.044</a>.
  short: 'M. Hillebrand, M. Lakhani, R. Dumitrescu, in: Procedia Manufacturing 52,
    2020, pp. 266–271.'
date_created: 2021-03-08T08:33:28Z
date_updated: 2022-01-06T06:54:58Z
department:
- _id: '563'
doi: https://doi.org/10.1016/j.promfg.2020.11.044
issue: '52'
language:
- iso: eng
page: 266-271
publication: Procedia Manufacturing 52
status: public
title: A design methodology for deep reinforcement learning for autonomous Systems
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21391'
author:
- first_name: Felix
  full_name: Reinhart, Felix
  last_name: Reinhart
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Reinhart F, von Enzberg S, Kühn A, Dumitrescu R. Machine Learning for Process-X:
    A Taxonomy. In: Beyerer J, Maier A, Niggemann O, eds. <i>Machine Learning for
    Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies
    for Intelligent Automation)</i>. Vol 11. Springer Vieweg, Berlin, Heidelberg;
    2020:25-33.'
  apa: 'Reinhart, F., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2020). Machine
    Learning for Process-X: A Taxonomy. In J. Beyerer, A. Maier, &#38; O. Niggemann
    (Eds.), <i>Machine Learning for Cyber Physical Systems. Technologien für die intelligente
    Automation (Technologies for Intelligent Automation)</i> (Vol. 11, pp. 25–33).
    Springer Vieweg, Berlin, Heidelberg.'
  bibtex: '@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}
    }'
  chicago: 'Reinhart, Felix, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu.
    “Machine Learning for Process-X: A Taxonomy.” In <i>Machine Learning for Cyber
    Physical Systems. Technologien Für Die Intelligente Automation (Technologies for
    Intelligent Automation)</i>, edited by Jürgen Beyerer, Alexander Maier, and Oliver
    Niggemann, 11:25–33. Springer Vieweg, Berlin, Heidelberg, 2020.'
  ieee: 'F. Reinhart, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Machine Learning
    for Process-X: A Taxonomy,” in <i>Machine Learning for Cyber Physical Systems.
    Technologien für die intelligente Automation (Technologies for Intelligent Automation)</i>,
    vol. 11, J. Beyerer, A. Maier, and O. Niggemann, Eds. Springer Vieweg, Berlin,
    Heidelberg, 2020, pp. 25–33.'
  mla: 'Reinhart, Felix, et al. “Machine Learning for Process-X: A Taxonomy.” <i>Machine
    Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation
    (Technologies for Intelligent Automation)</i>, edited by Jürgen Beyerer et al.,
    vol. 11, Springer Vieweg, Berlin, Heidelberg, 2020, pp. 25–33.'
  short: '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.'
date_created: 2021-03-08T09:08:46Z
date_updated: 2022-01-06T06:54:58Z
department:
- _id: '563'
editor:
- first_name: Jürgen
  full_name: Beyerer, Jürgen
  last_name: Beyerer
- first_name: Alexander
  full_name: Maier, Alexander
  last_name: Maier
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
intvolume: '        11'
language:
- iso: eng
page: 25-33
publication: Machine Learning for Cyber Physical Systems. Technologien für die intelligente
  Automation (Technologies for Intelligent Automation)
publisher: Springer Vieweg, Berlin, Heidelberg
status: public
title: 'Machine Learning for Process-X: A Taxonomy'
type: book_chapter
user_id: '43136'
volume: 11
year: '2020'
...
---
_id: '21392'
author:
- first_name: Mark
  full_name: Henkenjohann, Mark
  last_name: Henkenjohann
- first_name: Robert
  full_name: Joppen, Robert
  last_name: Joppen
- first_name: Daniel
  full_name: Köchling, Daniel
  last_name: Köchling
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: '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: <i>Procedia CIRP</i>. ; 2020.'
  apa: Henkenjohann, M., Joppen, R., Köchling, D., von Enzberg, S., Kühn, A., &#38;
    Dumitrescu, R. (2020). Identification and specification of standard modules in
    production for a material flow simulation. In <i>Procedia CIRP</i>. Gulf of Naples.
  bibtex: '@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} }'
  chicago: Henkenjohann, Mark, Robert Joppen, Daniel Köchling, Sebastian von Enzberg,
    Arno Kühn, and Roman Dumitrescu. “Identification and Specification of Standard
    Modules in Production for a Material Flow Simulation.” In <i>Procedia CIRP</i>,
    2020.
  ieee: M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, and R. Dumitrescu,
    “Identification and specification of standard modules in production for a material
    flow simulation,” in <i>Procedia CIRP</i>, Gulf of Naples, 2020.
  mla: Henkenjohann, Mark, et al. “Identification and Specification of Standard Modules
    in Production for a Material Flow Simulation.” <i>Procedia CIRP</i>, 2020.
  short: 'M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, R. Dumitrescu,
    in: Procedia CIRP, 2020.'
conference:
  end_date: 2020-07-17
  location: Gulf of Naples
  name: CIRP Design Conference
  start_date: 2020-07-15
date_created: 2021-03-08T10:32:10Z
date_updated: 2022-01-06T06:54:58Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia CIRP
quality_controlled: '1'
status: public
title: Identification and specification of standard modules in production for a material
  flow simulation
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21394'
author:
- first_name: Eva-Maria
  full_name: Grote, Eva-Maria
  last_name: Grote
- first_name: Stefan
  full_name: Pfeifer, Stefan
  last_name: Pfeifer
- first_name: Daniel
  full_name: Röltgen, Daniel
  last_name: Röltgen
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Grote E-M, Pfeifer S, Röltgen D, Kühn A, Dumitrescu R. Towards defining role
    models in Advanced Systems Engineering. In: <i>Proceedings of the 2020 IEEE International
    Symposium on Systems Engineering</i>. ; 2020.'
  apa: Grote, E.-M., Pfeifer, S., Röltgen, D., Kühn, A., &#38; Dumitrescu, R. (2020).
    Towards defining role models in Advanced Systems Engineering. In <i>Proceedings
    of the 2020 IEEE International Symposium on Systems Engineering</i>. Wien.
  bibtex: '@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} }'
  chicago: Grote, Eva-Maria, Stefan Pfeifer, Daniel Röltgen, Arno Kühn, and Roman
    Dumitrescu. “Towards Defining Role Models in Advanced Systems Engineering.” In
    <i>Proceedings of the 2020 IEEE International Symposium on Systems Engineering</i>,
    2020.
  ieee: E.-M. Grote, S. Pfeifer, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards
    defining role models in Advanced Systems Engineering,” in <i>Proceedings of the
    2020 IEEE International Symposium on Systems Engineering</i>, Wien, 2020.
  mla: Grote, Eva-Maria, et al. “Towards Defining Role Models in Advanced Systems
    Engineering.” <i>Proceedings of the 2020 IEEE International Symposium on Systems
    Engineering</i>, 2020.
  short: 'E.-M. Grote, S. Pfeifer, D. Röltgen, A. Kühn, R. Dumitrescu, in: Proceedings
    of the 2020 IEEE International Symposium on Systems Engineering, 2020.'
conference:
  end_date: 2020-10-14
  location: Wien
  name: IEEE International Symposium on Systems Engineering
  start_date: 2020-10-12
date_created: 2021-03-08T10:38:12Z
date_updated: 2022-01-06T06:54:58Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 2020 IEEE International Symposium on Systems Engineering
quality_controlled: '1'
status: public
title: Towards defining role models in Advanced Systems Engineering
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '21395'
author:
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Christian
  full_name: Tschirner, Christian
  last_name: Tschirner
- first_name: Michael
  full_name: Bansmann, Michael
  last_name: Bansmann
citation:
  ama: '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. <i>Handbuch Gestaltung digitaler und vernetzter Arbeitswelten</i>.
    Springer-Verlag GmbH; 2020:405-432.'
  apa: Dumitrescu, R., Tschirner, C., &#38; Bansmann, M. (2020). Systems Engineering
    als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung.
    In G. Maier, G. Engels, &#38; E. Steffen (Eds.), <i>Handbuch Gestaltung digitaler
    und vernetzter Arbeitswelten</i> (pp. 405–432). Springer-Verlag GmbH.
  bibtex: '@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} }'
  chicago: Dumitrescu, Roman, Christian Tschirner, and Michael Bansmann. “Systems
    Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung.”
    In <i>Handbuch Gestaltung digitaler und vernetzter Arbeitswelten</i>, edited by
    Günter Maier, Gregor Engels, and Eckhard Steffen, 405–32. Springer-Verlag GmbH,
    2020.
  ieee: R. Dumitrescu, C. Tschirner, and M. Bansmann, “Systems Engineering als Grundlage
    der Gestaltung digitaler Arbeitswelten in der Produktentstehung,” in <i>Handbuch
    Gestaltung digitaler und vernetzter Arbeitswelten</i>, G. Maier, G. Engels, and
    E. Steffen, Eds. Springer-Verlag GmbH, 2020, pp. 405–432.
  mla: Dumitrescu, Roman, et al. “Systems Engineering als Grundlage der Gestaltung
    digitaler Arbeitswelten in der Produktentstehung.” <i>Handbuch Gestaltung digitaler
    und vernetzter Arbeitswelten</i>, edited by Günter Maier et al., Springer-Verlag
    GmbH, 2020, pp. 405–32.
  short: '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.'
date_created: 2021-03-08T10:41:36Z
date_updated: 2022-01-06T06:54:58Z
department:
- _id: '563'
editor:
- first_name: Günter
  full_name: Maier, Günter
  last_name: Maier
- first_name: Gregor
  full_name: Engels, Gregor
  last_name: Engels
- first_name: Eckhard
  full_name: Steffen, Eckhard
  last_name: Steffen
language:
- iso: ger
page: 405-432
publication: Handbuch Gestaltung digitaler und vernetzter Arbeitswelten
publisher: Springer-Verlag GmbH
status: public
title: Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in
  der Produktentstehung
type: book_chapter
user_id: '15782'
year: '2020'
...
---
_id: '21438'
author:
- first_name: Segej
  full_name: Japs, Segej
  last_name: Japs
- first_name: Aschot
  full_name: Kharatyan, Aschot
  last_name: Kharatyan
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Japs S, Kharatyan A, Kaiser L, Dumitrescu R. CONSENS 3D: Method for 3D-Environment
    Driven Domain Knowledge Elicitaion and System Model Generation. In: <i>Proceedings
    of the 16th International Design Conference (DESIGN 2020)</i>. ; 2020.'
  apa: 'Japs, S., Kharatyan, A., Kaiser, L., &#38; Dumitrescu, R. (2020). CONSENS
    3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model
    Generation. In <i>Proceedings of the 16th International Design Conference (DESIGN
    2020)</i>. Cavtat.'
  bibtex: '@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} }'
  chicago: 'Japs, Segej, Aschot Kharatyan, Lydia Kaiser, and Roman Dumitrescu. “CONSENS
    3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model
    Generation.” In <i>Proceedings of the 16th International Design Conference (DESIGN
    2020)</i>, 2020.'
  ieee: 'S. Japs, A. Kharatyan, L. Kaiser, and R. Dumitrescu, “CONSENS 3D: Method
    for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation,”
    in <i>Proceedings of the 16th International Design Conference (DESIGN 2020)</i>,
    Cavtat, 2020.'
  mla: 'Japs, Segej, et al. “CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge
    Elicitaion and System Model Generation.” <i>Proceedings of the 16th International
    Design Conference (DESIGN 2020)</i>, 2020.'
  short: 'S. Japs, A. Kharatyan, L. Kaiser, R. Dumitrescu, in: Proceedings of the
    16th International Design Conference (DESIGN 2020), 2020.'
conference:
  end_date: 2020-05-21
  location: Cavtat
  name: Design Society
  start_date: 2020-05-18
date_created: 2021-03-10T09:55:40Z
date_updated: 2022-01-06T06:54:59Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 16th International Design Conference (DESIGN 2020)
status: public
title: 'CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and
  System Model Generation'
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21439'
author:
- first_name: Stefan
  full_name: Pfeifer, Stefan
  last_name: Pfeifer
- first_name: Tobias
  full_name: Seidenberg, Tobias
  last_name: Seidenberg
- first_name: Christoph
  full_name: Jürgenhake, Christoph
  last_name: Jürgenhake
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Pfeifer S, Seidenberg T, Jürgenhake C, Anacker H, Dumitrescu R. Towards a
    modular product architecture for electric ferries using Model- Based Systems Engineering.
    In: <i>Procedia Manufacturing</i>. ; 2020.'
  apa: Pfeifer, S., Seidenberg, T., Jürgenhake, C., Anacker, H., &#38; Dumitrescu,
    R. (2020). Towards a modular product architecture for electric ferries using Model-
    Based Systems Engineering. In <i>Procedia Manufacturing</i>.
  bibtex: '@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} }'
  chicago: Pfeifer, Stefan, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker,
    and Roman Dumitrescu. “Towards a Modular Product Architecture for Electric Ferries
    Using Model- Based Systems Engineering.” In <i>Procedia Manufacturing</i>, 2020.
  ieee: S. Pfeifer, T. Seidenberg, C. Jürgenhake, H. Anacker, and R. Dumitrescu, “Towards
    a modular product architecture for electric ferries using Model- Based Systems
    Engineering,” in <i>Procedia Manufacturing</i>, 2020.
  mla: Pfeifer, Stefan, et al. “Towards a Modular Product Architecture for Electric
    Ferries Using Model- Based Systems Engineering.” <i>Procedia Manufacturing</i>,
    2020.
  short: 'S. Pfeifer, T. Seidenberg, C. Jürgenhake, H. Anacker, R. Dumitrescu, in:
    Procedia Manufacturing, 2020.'
conference:
  end_date: 2020-11-13
  start_date: 2020-11-11
date_created: 2021-03-10T10:00:26Z
date_updated: 2022-01-06T06:54:59Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia Manufacturing
status: public
title: Towards a modular product architecture for electric ferries using Model- Based
  Systems Engineering
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21440'
author:
- first_name: Carsten
  full_name: Wiecher, Carsten
  last_name: Wiecher
- first_name: Sergej
  full_name: Japs, Sergej
  last_name: Japs
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Joel
  full_name: Greenyer, Joel
  last_name: Greenyer
- first_name: Carsten
  full_name: Wolff, Carsten
  last_name: Wolff
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wiecher C, Japs S, Kaiser L, Greenyer J, Wolff C, Dumitrescu R. Scenarios
    in the Loop: Integrated Requirements  Analysis and Automotive System Validation.
    In: <i>ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages
    and Systems  (MODELS ’20 Companion)</i>. ; 2020.'
  apa: 'Wiecher, C., Japs, S., Kaiser, L., Greenyer, J., Wolff, C., &#38; Dumitrescu,
    R. (2020). Scenarios in the Loop: Integrated Requirements  Analysis and Automotive
    System Validation. In <i>ACM/IEEE 23rd  International Conference on Model Driven
    Engineering Languages and Systems  (MODELS ’20 Companion)</i>.'
  bibtex: '@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} }'
  chicago: 'Wiecher, Carsten, Sergej Japs, Lydia Kaiser, Joel Greenyer, Carsten Wolff,
    and Roman Dumitrescu. “Scenarios in the Loop: Integrated Requirements  Analysis
    and Automotive System Validation.” In <i>ACM/IEEE 23rd  International Conference
    on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion)</i>,
    2020.'
  ieee: 'C. Wiecher, S. Japs, L. Kaiser, J. Greenyer, C. Wolff, and R. Dumitrescu,
    “Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System
    Validation,” in <i>ACM/IEEE 23rd  International Conference on Model Driven Engineering
    Languages and Systems  (MODELS ’20 Companion)</i>, 2020.'
  mla: 'Wiecher, Carsten, et al. “Scenarios in the Loop: Integrated Requirements 
    Analysis and Automotive System Validation.” <i>ACM/IEEE 23rd  International Conference
    on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion)</i>,
    2020.'
  short: '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.'
conference:
  end_date: 2020-10-23
  start_date: 2020-10-18
date_created: 2021-03-10T10:22:51Z
date_updated: 2022-01-06T06:54:59Z
department:
- _id: '563'
language:
- iso: eng
publication: ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages
  and Systems  (MODELS ’20 Companion)
status: public
title: 'Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System
  Validation'
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21441'
author:
- first_name: Jingye
  full_name: Yee, Jingye
  last_name: Yee
- first_name: Cheng Yee
  full_name: Low, Cheng Yee
  last_name: Low
- first_name: P.
  full_name: Ong, P.
  last_name: Ong
- first_name: WS
  full_name: Soh, WS
  last_name: Soh
- first_name: Fazah Akhtar
  full_name: Hannapiah, Fazah Akhtar
  last_name: Hannapiah
- first_name: NC
  full_name: Zakaria, NC
  last_name: Zakaria
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Yee J, Low CY, Ong P, et al. Verification of Mathematical Model for Upper
    Limb Spasticity with Clinical Data. In: <i>IOP Conference Series: Materials Science
    and Engineering</i>. ; 2020. doi:<a href="https://doi.org/10.1088/1757-899x/824/1/012013">10.1088/1757-899x/824/1/012013</a>'
  apa: 'Yee, J., Low, C. Y., Ong, P., Soh, W., Hannapiah, F. A., Zakaria, N., … Dumitrescu,
    R. (2020). Verification of Mathematical Model for Upper Limb Spasticity with Clinical
    Data. In <i>IOP Conference Series: Materials Science and Engineering</i>. <a href="https://doi.org/10.1088/1757-899x/824/1/012013">https://doi.org/10.1088/1757-899x/824/1/012013</a>'
  bibtex: '@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={<a href="https://doi.org/10.1088/1757-899x/824/1/012013">10.1088/1757-899x/824/1/012013</a>},
    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} }'
  chicago: 'Yee, Jingye, Cheng Yee Low, P. Ong, WS Soh, Fazah Akhtar Hannapiah, NC
    Zakaria, Sebastian von Enzberg, Laban Asmar, and Roman Dumitrescu. “Verification
    of Mathematical Model for Upper Limb Spasticity with Clinical Data.” In <i>IOP
    Conference Series: Materials Science and Engineering</i>, 2020. <a href="https://doi.org/10.1088/1757-899x/824/1/012013">https://doi.org/10.1088/1757-899x/824/1/012013</a>.'
  ieee: 'J. Yee <i>et al.</i>, “Verification of Mathematical Model for Upper Limb
    Spasticity with Clinical Data,” in <i>IOP Conference Series: Materials Science
    and Engineering</i>, 2020.'
  mla: 'Yee, Jingye, et al. “Verification of Mathematical Model for Upper Limb Spasticity
    with Clinical Data.” <i>IOP Conference Series: Materials Science and Engineering</i>,
    2020, doi:<a href="https://doi.org/10.1088/1757-899x/824/1/012013">10.1088/1757-899x/824/1/012013</a>.'
  short: '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.'
conference:
  end_date: 2019-08-29
  start_date: 2019-08-29
date_created: 2021-03-10T10:28:52Z
date_updated: 2022-01-06T06:54:59Z
department:
- _id: '563'
doi: 10.1088/1757-899x/824/1/012013
language:
- iso: eng
publication: 'IOP Conference Series: Materials Science and Engineering'
status: public
title: Verification of Mathematical Model for Upper Limb Spasticity with Clinical
  Data
type: conference
user_id: '15782'
year: '2020'
...
---
_id: '21486'
citation:
  ama: Bernijazov R, Özcan L, Dumitrescu R, eds. <i>AI Marketplace – The Ecosystem
    for Artificial Intelligence in Product Creation </i>.; 2020:36-37.
  apa: Bernijazov, R., Özcan, L., &#38; Dumitrescu, R. (Eds.). (2020). <i>AI Marketplace
    – The Ecosystem for Artificial Intelligence in Product Creation </i>. <i>ERCIM
    News</i> (pp. 36–37).
  bibtex: '@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} }'
  chicago: Bernijazov, Ruslan, Leon Özcan, and Roman Dumitrescu, eds. <i>AI Marketplace
    – The Ecosystem for Artificial Intelligence in Product Creation </i>. <i>ERCIM
    News</i>, 2020.
  ieee: R. Bernijazov, L. Özcan, and R. Dumitrescu, Eds., <i>AI Marketplace – The
    Ecosystem for Artificial Intelligence in Product Creation </i>, no. 122. 2020,
    pp. 36–37.
  mla: Bernijazov, Ruslan, et al., editors. “AI Marketplace – The Ecosystem for Artificial
    Intelligence in Product Creation .” <i>ERCIM News</i>, no. 122, 2020, pp. 36–37.
  short: R. Bernijazov, L. Özcan, R. Dumitrescu, eds., AI Marketplace – The Ecosystem
    for Artificial Intelligence in Product Creation , 2020.
date_created: 2021-03-14T19:44:50Z
date_updated: 2022-01-06T06:55:01Z
department:
- _id: '563'
editor:
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
issue: '122'
language:
- iso: eng
page: 36-37
publication: ERCIM News
publication_status: published
status: public
title: 'AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation '
type: journal_editor
user_id: '45137'
year: '2020'
...
---
_id: '17406'
author:
- first_name: Julia-Kristin
  full_name: Becker, Julia-Kristin
  last_name: Becker
- first_name: Klemens
  full_name: Joachim, Klemens
  last_name: Joachim
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Becker J-K, Joachim K, Koldewey C, Reinhold J, Dumitrescu R. Scaling Digital
    Business Models: A Case from the Automotive Industry. In: <i>Proceedings of the
    2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.”</i>
    ISPIM Innovation Conference; 2020.'
  apa: 'Becker, J.-K., Joachim, K., Koldewey, C., Reinhold, J., &#38; Dumitrescu,
    R. (2020). Scaling Digital Business Models: A Case from the Automotive Industry.
    In <i>Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating
    in Times of Crisis.”</i> ISPIM Innovation Conference.'
  bibtex: '@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} }'
  chicago: 'Becker, Julia-Kristin, Klemens Joachim, Christian Koldewey, Jannik Reinhold,
    and Roman Dumitrescu. “Scaling Digital Business Models: A Case from the Automotive
    Industry.” In <i>Proceedings of the 2020 ISPIM Innovation Conference (Virtual)
    Event “Innovating in Times of Crisis.”</i> ISPIM Innovation Conference, 2020.'
  ieee: 'J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, and R. Dumitrescu, “Scaling
    Digital Business Models: A Case from the Automotive Industry,” in <i>Proceedings
    of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of
    Crisis,”</i> 2020.'
  mla: 'Becker, Julia-Kristin, et al. “Scaling Digital Business Models: A Case from
    the Automotive Industry.” <i>Proceedings of the 2020 ISPIM Innovation Conference
    (Virtual) Event “Innovating in Times of Crisis,”</i> ISPIM Innovation Conference,
    2020.'
  short: '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.'
date_created: 2020-07-20T07:50:55Z
date_updated: 2022-01-06T06:53:10Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event "Innovating
  in Times of Crisis"
publisher: ISPIM Innovation Conference
status: public
title: 'Scaling Digital Business Models: A Case from the Automotive Industry'
type: conference
user_id: '43136'
year: '2020'
...
