---
_id: '61973'
author:
- first_name: Khoren
  full_name: Grigoryan, Khoren
  last_name: Grigoryan
- first_name: Lucas
  full_name: Martin, Lucas
  last_name: Martin
- first_name: Jessica
  full_name: Lamarz, Jessica
  last_name: Lamarz
- first_name: Timm
  full_name: Fichtler, Timm
  id: '66731'
  last_name: Fichtler
  orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Bennett
  full_name: Hohn, Bennett
  last_name: Hohn
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Grigoryan K, Martin L, Lamarz J, et al. Product Management: Tasks, Roles,
    and the Importance of Data. In: <i>Procedia CIRP</i>. Vol 136. Elsevier BV; 2025:838-843.
    doi:<a href="https://doi.org/10.1016/j.procir.2025.08.143">10.1016/j.procir.2025.08.143</a>'
  apa: 'Grigoryan, K., Martin, L., Lamarz, J., Fichtler, T., Hohn, B., Asmar, L.,
    Kühn, A., &#38; Dumitrescu, R. (2025). Product Management: Tasks, Roles, and the
    Importance of Data. <i>Procedia CIRP</i>, <i>136</i>, 838–843. <a href="https://doi.org/10.1016/j.procir.2025.08.143">https://doi.org/10.1016/j.procir.2025.08.143</a>'
  bibtex: '@inproceedings{Grigoryan_Martin_Lamarz_Fichtler_Hohn_Asmar_Kühn_Dumitrescu_2025,
    title={Product Management: Tasks, Roles, and the Importance of Data}, volume={136},
    DOI={<a href="https://doi.org/10.1016/j.procir.2025.08.143">10.1016/j.procir.2025.08.143</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Grigoryan, Khoren
    and Martin, Lucas and Lamarz, Jessica and Fichtler, Timm and Hohn, Bennett and
    Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}, year={2025}, pages={838–843}
    }'
  chicago: 'Grigoryan, Khoren, Lucas Martin, Jessica Lamarz, Timm Fichtler, Bennett
    Hohn, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Product Management: Tasks,
    Roles, and the Importance of Data.” In <i>Procedia CIRP</i>, 136:838–43. Elsevier
    BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.08.143">https://doi.org/10.1016/j.procir.2025.08.143</a>.'
  ieee: 'K. Grigoryan <i>et al.</i>, “Product Management: Tasks, Roles, and the Importance
    of Data,” in <i>Procedia CIRP</i>, 2025, vol. 136, pp. 838–843, doi: <a href="https://doi.org/10.1016/j.procir.2025.08.143">10.1016/j.procir.2025.08.143</a>.'
  mla: 'Grigoryan, Khoren, et al. “Product Management: Tasks, Roles, and the Importance
    of Data.” <i>Procedia CIRP</i>, vol. 136, Elsevier BV, 2025, pp. 838–43, doi:<a
    href="https://doi.org/10.1016/j.procir.2025.08.143">10.1016/j.procir.2025.08.143</a>.'
  short: 'K. Grigoryan, L. Martin, J. Lamarz, T. Fichtler, B. Hohn, L. Asmar, A. Kühn,
    R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2025, pp. 838–843.'
date_created: 2025-10-24T06:59:28Z
date_updated: 2025-10-24T08:11:30Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.08.143
intvolume: '       136'
language:
- iso: eng
page: 838-843
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Product Management: Tasks, Roles, and the Importance of Data'
type: conference
user_id: '15782'
volume: 136
year: '2025'
...
---
_id: '61985'
author:
- first_name: Lisa Irene
  full_name: Petzke, Lisa Irene
  id: '63192'
  last_name: Petzke
- first_name: Anja
  full_name: Rasor, Anja
  id: '34415'
  last_name: Rasor
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Petzke LI, Rasor A, Koldewey C, Dumitrescu R. Untangling circular value networks
    - mechanisms, advantages, risks, and future research. In: <i>Procedia CIRP</i>.
    Vol 135. Elsevier BV; 2025:912-917. doi:<a href="https://doi.org/10.1016/j.procir.2025.01.081">10.1016/j.procir.2025.01.081</a>'
  apa: Petzke, L. I., Rasor, A., Koldewey, C., &#38; Dumitrescu, R. (2025). Untangling
    circular value networks - mechanisms, advantages, risks, and future research.
    <i>Procedia CIRP</i>, <i>135</i>, 912–917. <a href="https://doi.org/10.1016/j.procir.2025.01.081">https://doi.org/10.1016/j.procir.2025.01.081</a>
  bibtex: '@inproceedings{Petzke_Rasor_Koldewey_Dumitrescu_2025, title={Untangling
    circular value networks - mechanisms, advantages, risks, and future research},
    volume={135}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.01.081">10.1016/j.procir.2025.01.081</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Petzke, Lisa Irene
    and Rasor, Anja and Koldewey, Christian and Dumitrescu, Roman}, year={2025}, pages={912–917}
    }'
  chicago: Petzke, Lisa Irene, Anja Rasor, Christian Koldewey, and Roman Dumitrescu.
    “Untangling Circular Value Networks - Mechanisms, Advantages, Risks, and Future
    Research.” In <i>Procedia CIRP</i>, 135:912–17. Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.01.081">https://doi.org/10.1016/j.procir.2025.01.081</a>.
  ieee: 'L. I. Petzke, A. Rasor, C. Koldewey, and R. Dumitrescu, “Untangling circular
    value networks - mechanisms, advantages, risks, and future research,” in <i>Procedia
    CIRP</i>, 2025, vol. 135, pp. 912–917, doi: <a href="https://doi.org/10.1016/j.procir.2025.01.081">10.1016/j.procir.2025.01.081</a>.'
  mla: Petzke, Lisa Irene, et al. “Untangling Circular Value Networks - Mechanisms,
    Advantages, Risks, and Future Research.” <i>Procedia CIRP</i>, vol. 135, Elsevier
    BV, 2025, pp. 912–17, doi:<a href="https://doi.org/10.1016/j.procir.2025.01.081">10.1016/j.procir.2025.01.081</a>.
  short: 'L.I. Petzke, A. Rasor, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier
    BV, 2025, pp. 912–917.'
date_created: 2025-10-24T08:00:28Z
date_updated: 2025-10-24T08:11:22Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.01.081
intvolume: '       135'
language:
- iso: eng
page: 912-917
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Untangling circular value networks - mechanisms, advantages, risks, and future
  research
type: conference
user_id: '15782'
volume: 135
year: '2025'
...
---
_id: '61987'
author:
- first_name: Ulf
  full_name: Könemann, Ulf
  last_name: Könemann
- first_name: Marcel
  full_name: Niemeyer, Marcel
  last_name: Niemeyer
- first_name: Anja
  full_name: Schierbaum, Anja
  last_name: Schierbaum
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Könemann U, Niemeyer M, Schierbaum A, Dumitrescu R. A serious game to introduce
    Systems Engineering in interdisciplinary teams. In: <i>Procedia CIRP</i>. Vol
    134. Elsevier BV; 2025:765-770. doi:<a href="https://doi.org/10.1016/j.procir.2025.02.195">10.1016/j.procir.2025.02.195</a>'
  apa: Könemann, U., Niemeyer, M., Schierbaum, A., &#38; Dumitrescu, R. (2025). A
    serious game to introduce Systems Engineering in interdisciplinary teams. <i>Procedia
    CIRP</i>, <i>134</i>, 765–770. <a href="https://doi.org/10.1016/j.procir.2025.02.195">https://doi.org/10.1016/j.procir.2025.02.195</a>
  bibtex: '@inproceedings{Könemann_Niemeyer_Schierbaum_Dumitrescu_2025, title={A serious
    game to introduce Systems Engineering in interdisciplinary teams}, volume={134},
    DOI={<a href="https://doi.org/10.1016/j.procir.2025.02.195">10.1016/j.procir.2025.02.195</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Könemann, Ulf and
    Niemeyer, Marcel and Schierbaum, Anja and Dumitrescu, Roman}, year={2025}, pages={765–770}
    }'
  chicago: Könemann, Ulf, Marcel Niemeyer, Anja Schierbaum, and Roman Dumitrescu.
    “A Serious Game to Introduce Systems Engineering in Interdisciplinary Teams.”
    In <i>Procedia CIRP</i>, 134:765–70. Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.02.195">https://doi.org/10.1016/j.procir.2025.02.195</a>.
  ieee: 'U. Könemann, M. Niemeyer, A. Schierbaum, and R. Dumitrescu, “A serious game
    to introduce Systems Engineering in interdisciplinary teams,” in <i>Procedia CIRP</i>,
    2025, vol. 134, pp. 765–770, doi: <a href="https://doi.org/10.1016/j.procir.2025.02.195">10.1016/j.procir.2025.02.195</a>.'
  mla: Könemann, Ulf, et al. “A Serious Game to Introduce Systems Engineering in Interdisciplinary
    Teams.” <i>Procedia CIRP</i>, vol. 134, Elsevier BV, 2025, pp. 765–70, doi:<a
    href="https://doi.org/10.1016/j.procir.2025.02.195">10.1016/j.procir.2025.02.195</a>.
  short: 'U. Könemann, M. Niemeyer, A. Schierbaum, R. Dumitrescu, in: Procedia CIRP,
    Elsevier BV, 2025, pp. 765–770.'
date_created: 2025-10-24T08:05:08Z
date_updated: 2025-10-24T08:11:13Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.02.195
intvolume: '       134'
language:
- iso: eng
page: 765-770
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: A serious game to introduce Systems Engineering in interdisciplinary teams
type: conference
user_id: '15782'
volume: 134
year: '2025'
...
---
_id: '61969'
abstract:
- lang: eng
  text: <jats:p>Assessing and communicating software security has become a crucial
    concern in the era of digital transformation. As software systems grow more complex
    and interconnected, it becomes increasingly challenging to effectively evaluate
    and communicate a product's security status to both technical and non-technical
    stakeholders. The Software Product Health Assistant (SPHA) is designed to automatically
    collect and aggregate data from existing expert tools and derive, among other
    scores, a transparent Security Score. SPHA is designed to present and explain
    this Security Score to decision-makers to support their responsibilities. In this
    paper, we demonstrate how to integrate data from SMARAGD (System Modeler for Architectural
    Risk Assessment and Guidance on Defenses), a safety-informed threat modeling tool,
    into SPHA to enhance the existing definition of its Security Score. To achieve
    this, we combine information about known vulnerabilities with architectural and
    threat data to calculate a realistic risk score for the product in question.</jats:p>
author:
- first_name: Jan-Niclas
  full_name: Strüwer, Jan-Niclas
  last_name: Strüwer
- first_name: Roman
  full_name: Trentinaglia, Roman
  last_name: Trentinaglia
- first_name: Benedict
  full_name: Wohlers, Benedict
  last_name: Wohlers
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Strüwer J-N, Trentinaglia R, Wohlers B, Bodden E, Dumitrescu R. Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis. In: <i>AHFE International</i>. Vol 168. AHFE International; 2025.
    doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>'
  apa: 'Strüwer, J.-N., Trentinaglia, R., Wohlers, B., Bodden, E., &#38; Dumitrescu,
    R. (2025). Assessing and Communicating Software Security: Enhancing Software Product
    Health with Architectural Threat Analysis. <i>AHFE International</i>, <i>168</i>.
    <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>'
  bibtex: '@inproceedings{Strüwer_Trentinaglia_Wohlers_Bodden_Dumitrescu_2025, title={Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis}, volume={168}, DOI={<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Strüwer,
    Jan-Niclas and Trentinaglia, Roman and Wohlers, Benedict and Bodden, Eric and
    Dumitrescu, Roman}, year={2025} }'
  chicago: 'Strüwer, Jan-Niclas, Roman Trentinaglia, Benedict Wohlers, Eric Bodden,
    and Roman Dumitrescu. “Assessing and Communicating Software Security: Enhancing
    Software Product Health with Architectural Threat Analysis.” In <i>AHFE International</i>,
    Vol. 168. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>.'
  ieee: 'J.-N. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, and R. Dumitrescu,
    “Assessing and Communicating Software Security: Enhancing Software Product Health
    with Architectural Threat Analysis,” in <i>AHFE International</i>, 2025, vol.
    168, doi: <a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  mla: 'Strüwer, Jan-Niclas, et al. “Assessing and Communicating Software Security:
    Enhancing Software Product Health with Architectural Threat Analysis.” <i>AHFE
    International</i>, vol. 168, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  short: 'J.-N. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, R. Dumitrescu, in:
    AHFE International, AHFE International, 2025.'
date_created: 2025-10-24T06:56:54Z
date_updated: 2025-10-24T08:12:16Z
department:
- _id: '563'
doi: 10.54941/ahfe1006145
intvolume: '       168'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
status: public
title: 'Assessing and Communicating Software Security: Enhancing Software Product
  Health with Architectural Threat Analysis'
type: conference
user_id: '15782'
volume: 168
year: '2025'
...
---
_id: '61975'
author:
- first_name: Isaac Mpidi
  full_name: Bita, Isaac Mpidi
  last_name: Bita
- first_name: Dominik
  full_name: Hermelingmeier, Dominik
  last_name: Hermelingmeier
- first_name: Stefan
  full_name: Gröger, Stefan
  last_name: Gröger
- first_name: Aschot
  full_name: Hovemann, Aschot
  last_name: Hovemann
- first_name: Stefan
  full_name: Pfeifer, Stefan
  last_name: Pfeifer
- first_name: Christian
  full_name: Henke, Christian
  last_name: Henke
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Bita IM, Hermelingmeier D, Gröger S, et al. SmartHomeFarming: Trends, Challenges,
    and Solutions in a Digital and Sustainable Future. In: <i>Procedia CIRP</i>. Vol
    136. Elsevier BV; 2025:874-879. doi:<a href="https://doi.org/10.1016/j.procir.2025.08.149">10.1016/j.procir.2025.08.149</a>'
  apa: 'Bita, I. M., Hermelingmeier, D., Gröger, S., Hovemann, A., Pfeifer, S., Henke,
    C., Dumitrescu, R., &#38; Trächtler, A. (2025). SmartHomeFarming: Trends, Challenges,
    and Solutions in a Digital and Sustainable Future. <i>Procedia CIRP</i>, <i>136</i>,
    874–879. <a href="https://doi.org/10.1016/j.procir.2025.08.149">https://doi.org/10.1016/j.procir.2025.08.149</a>'
  bibtex: '@inproceedings{Bita_Hermelingmeier_Gröger_Hovemann_Pfeifer_Henke_Dumitrescu_Trächtler_2025,
    title={SmartHomeFarming: Trends, Challenges, and Solutions in a Digital and Sustainable
    Future}, volume={136}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.08.149">10.1016/j.procir.2025.08.149</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Bita, Isaac Mpidi
    and Hermelingmeier, Dominik and Gröger, Stefan and Hovemann, Aschot and Pfeifer,
    Stefan and Henke, Christian and Dumitrescu, Roman and Trächtler, Ansgar}, year={2025},
    pages={874–879} }'
  chicago: 'Bita, Isaac Mpidi, Dominik Hermelingmeier, Stefan Gröger, Aschot Hovemann,
    Stefan Pfeifer, Christian Henke, Roman Dumitrescu, and Ansgar Trächtler. “SmartHomeFarming:
    Trends, Challenges, and Solutions in a Digital and Sustainable Future.” In <i>Procedia
    CIRP</i>, 136:874–79. Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.08.149">https://doi.org/10.1016/j.procir.2025.08.149</a>.'
  ieee: 'I. M. Bita <i>et al.</i>, “SmartHomeFarming: Trends, Challenges, and Solutions
    in a Digital and Sustainable Future,” in <i>Procedia CIRP</i>, 2025, vol. 136,
    pp. 874–879, doi: <a href="https://doi.org/10.1016/j.procir.2025.08.149">10.1016/j.procir.2025.08.149</a>.'
  mla: 'Bita, Isaac Mpidi, et al. “SmartHomeFarming: Trends, Challenges, and Solutions
    in a Digital and Sustainable Future.” <i>Procedia CIRP</i>, vol. 136, Elsevier
    BV, 2025, pp. 874–79, doi:<a href="https://doi.org/10.1016/j.procir.2025.08.149">10.1016/j.procir.2025.08.149</a>.'
  short: 'I.M. Bita, D. Hermelingmeier, S. Gröger, A. Hovemann, S. Pfeifer, C. Henke,
    R. Dumitrescu, A. Trächtler, in: Procedia CIRP, Elsevier BV, 2025, pp. 874–879.'
date_created: 2025-10-24T07:02:01Z
date_updated: 2025-10-24T08:11:39Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.08.149
intvolume: '       136'
language:
- iso: eng
page: 874-879
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'SmartHomeFarming: Trends, Challenges, and Solutions in a Digital and Sustainable
  Future'
type: conference
user_id: '15782'
volume: 136
year: '2025'
...
---
_id: '61970'
author:
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Tissen D, Bernijazov R, Koldewey C, Dumitrescu R. Towards a hybrid theory:
    Derivation of a view concept between Model-based Systems Engineering and Data
    Analytics. In: <i>Procedia CIRP</i>. Vol 136. Elsevier BV; 2025:1002-1007. doi:<a
    href="https://doi.org/10.1016/j.procir.2025.08.170">10.1016/j.procir.2025.08.170</a>'
  apa: 'Tissen, D., Bernijazov, R., Koldewey, C., &#38; Dumitrescu, R. (2025). Towards
    a hybrid theory: Derivation of a view concept between Model-based Systems Engineering
    and Data Analytics. <i>Procedia CIRP</i>, <i>136</i>, 1002–1007. <a href="https://doi.org/10.1016/j.procir.2025.08.170">https://doi.org/10.1016/j.procir.2025.08.170</a>'
  bibtex: '@inproceedings{Tissen_Bernijazov_Koldewey_Dumitrescu_2025, title={Towards
    a hybrid theory: Derivation of a view concept between Model-based Systems Engineering
    and Data Analytics}, volume={136}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.08.170">10.1016/j.procir.2025.08.170</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Tissen, Denis and
    Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}, year={2025},
    pages={1002–1007} }'
  chicago: 'Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu.
    “Towards a Hybrid Theory: Derivation of a View Concept between Model-Based Systems
    Engineering and Data Analytics.” In <i>Procedia CIRP</i>, 136:1002–7. Elsevier
    BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.08.170">https://doi.org/10.1016/j.procir.2025.08.170</a>.'
  ieee: 'D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “Towards a hybrid
    theory: Derivation of a view concept between Model-based Systems Engineering and
    Data Analytics,” in <i>Procedia CIRP</i>, 2025, vol. 136, pp. 1002–1007, doi:
    <a href="https://doi.org/10.1016/j.procir.2025.08.170">10.1016/j.procir.2025.08.170</a>.'
  mla: 'Tissen, Denis, et al. “Towards a Hybrid Theory: Derivation of a View Concept
    between Model-Based Systems Engineering and Data Analytics.” <i>Procedia CIRP</i>,
    vol. 136, Elsevier BV, 2025, pp. 1002–07, doi:<a href="https://doi.org/10.1016/j.procir.2025.08.170">10.1016/j.procir.2025.08.170</a>.'
  short: 'D. Tissen, R. Bernijazov, C. Koldewey, R. Dumitrescu, in: Procedia CIRP,
    Elsevier BV, 2025, pp. 1002–1007.'
date_created: 2025-10-24T06:57:39Z
date_updated: 2025-10-24T08:11:44Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.08.170
intvolume: '       136'
language:
- iso: eng
page: 1002-1007
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Towards a hybrid theory: Derivation of a view concept between Model-based
  Systems Engineering and Data Analytics'
type: conference
user_id: '15782'
volume: 136
year: '2025'
...
---
_id: '61974'
author:
- first_name: Dominik
  full_name: Hermelingmeier, Dominik
  last_name: Hermelingmeier
- first_name: Isaac Mpidi
  full_name: Bita, Isaac Mpidi
  last_name: Bita
- first_name: Leon
  full_name: Menne, Leon
  last_name: Menne
- first_name: Johannes
  full_name: Jobelius, Johannes
  last_name: Jobelius
- first_name: Denis
  full_name: Tichonov, Denis
  last_name: Tichonov
- first_name: Stefan
  full_name: Pfeifer, Stefan
  last_name: Pfeifer
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hermelingmeier D, Bita IM, Menne L, et al. Maker Systems Engineering Systematic:
    A Practitioner-Driven Research Agenda. In: <i>Procedia CIRP</i>. Vol 136. Elsevier
    BV; 2025:844-849. doi:<a href="https://doi.org/10.1016/j.procir.2025.08.144">10.1016/j.procir.2025.08.144</a>'
  apa: 'Hermelingmeier, D., Bita, I. M., Menne, L., Jobelius, J., Tichonov, D., Pfeifer,
    S., &#38; Dumitrescu, R. (2025). Maker Systems Engineering Systematic: A Practitioner-Driven
    Research Agenda. <i>Procedia CIRP</i>, <i>136</i>, 844–849. <a href="https://doi.org/10.1016/j.procir.2025.08.144">https://doi.org/10.1016/j.procir.2025.08.144</a>'
  bibtex: '@inproceedings{Hermelingmeier_Bita_Menne_Jobelius_Tichonov_Pfeifer_Dumitrescu_2025,
    title={Maker Systems Engineering Systematic: A Practitioner-Driven Research Agenda},
    volume={136}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.08.144">10.1016/j.procir.2025.08.144</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Hermelingmeier, Dominik
    and Bita, Isaac Mpidi and Menne, Leon and Jobelius, Johannes and Tichonov, Denis
    and Pfeifer, Stefan and Dumitrescu, Roman}, year={2025}, pages={844–849} }'
  chicago: 'Hermelingmeier, Dominik, Isaac Mpidi Bita, Leon Menne, Johannes Jobelius,
    Denis Tichonov, Stefan Pfeifer, and Roman Dumitrescu. “Maker Systems Engineering
    Systematic: A Practitioner-Driven Research Agenda.” In <i>Procedia CIRP</i>, 136:844–49.
    Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.08.144">https://doi.org/10.1016/j.procir.2025.08.144</a>.'
  ieee: 'D. Hermelingmeier <i>et al.</i>, “Maker Systems Engineering Systematic: A
    Practitioner-Driven Research Agenda,” in <i>Procedia CIRP</i>, 2025, vol. 136,
    pp. 844–849, doi: <a href="https://doi.org/10.1016/j.procir.2025.08.144">10.1016/j.procir.2025.08.144</a>.'
  mla: 'Hermelingmeier, Dominik, et al. “Maker Systems Engineering Systematic: A Practitioner-Driven
    Research Agenda.” <i>Procedia CIRP</i>, vol. 136, Elsevier BV, 2025, pp. 844–49,
    doi:<a href="https://doi.org/10.1016/j.procir.2025.08.144">10.1016/j.procir.2025.08.144</a>.'
  short: 'D. Hermelingmeier, I.M. Bita, L. Menne, J. Jobelius, D. Tichonov, S. Pfeifer,
    R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2025, pp. 844–849.'
date_created: 2025-10-24T07:01:17Z
date_updated: 2025-10-24T08:11:35Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.08.144
intvolume: '       136'
language:
- iso: eng
page: 844-849
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Maker Systems Engineering Systematic: A Practitioner-Driven Research Agenda'
type: conference
user_id: '15782'
volume: 136
year: '2025'
...
---
_id: '61971'
author:
- first_name: Timm
  full_name: Fichtler, Timm
  id: '66731'
  last_name: Fichtler
  orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Lisa Irene
  full_name: Petzke, Lisa Irene
  id: '63192'
  last_name: Petzke
- first_name: Khoren
  full_name: Grigoryan, Khoren
  last_name: Grigoryan
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Fichtler T, Petzke LI, Grigoryan K, Koldewey C, Dumitrescu R. Success Factors
    in Product Management and the Role of Data. In: <i>Procedia CIRP</i>. Vol 136.
    Elsevier BV; 2025:985-990. doi:<a href="https://doi.org/10.1016/j.procir.2025.08.167">10.1016/j.procir.2025.08.167</a>'
  apa: Fichtler, T., Petzke, L. I., Grigoryan, K., Koldewey, C., &#38; Dumitrescu,
    R. (2025). Success Factors in Product Management and the Role of Data. <i>Procedia
    CIRP</i>, <i>136</i>, 985–990. <a href="https://doi.org/10.1016/j.procir.2025.08.167">https://doi.org/10.1016/j.procir.2025.08.167</a>
  bibtex: '@inproceedings{Fichtler_Petzke_Grigoryan_Koldewey_Dumitrescu_2025, title={Success
    Factors in Product Management and the Role of Data}, volume={136}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.08.167">10.1016/j.procir.2025.08.167</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Fichtler, Timm and
    Petzke, Lisa Irene and Grigoryan, Khoren and Koldewey, Christian and Dumitrescu,
    Roman}, year={2025}, pages={985–990} }'
  chicago: Fichtler, Timm, Lisa Irene Petzke, Khoren Grigoryan, Christian Koldewey,
    and Roman Dumitrescu. “Success Factors in Product Management and the Role of Data.”
    In <i>Procedia CIRP</i>, 136:985–90. Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.08.167">https://doi.org/10.1016/j.procir.2025.08.167</a>.
  ieee: 'T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu,
    “Success Factors in Product Management and the Role of Data,” in <i>Procedia CIRP</i>,
    2025, vol. 136, pp. 985–990, doi: <a href="https://doi.org/10.1016/j.procir.2025.08.167">10.1016/j.procir.2025.08.167</a>.'
  mla: Fichtler, Timm, et al. “Success Factors in Product Management and the Role
    of Data.” <i>Procedia CIRP</i>, vol. 136, Elsevier BV, 2025, pp. 985–90, doi:<a
    href="https://doi.org/10.1016/j.procir.2025.08.167">10.1016/j.procir.2025.08.167</a>.
  short: 'T. Fichtler, L.I. Petzke, K. Grigoryan, C. Koldewey, R. Dumitrescu, in:
    Procedia CIRP, Elsevier BV, 2025, pp. 985–990.'
date_created: 2025-10-24T06:58:25Z
date_updated: 2025-10-24T08:11:49Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.08.167
intvolume: '       136'
language:
- iso: eng
page: 985-990
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Success Factors in Product Management and the Role of Data
type: conference
user_id: '15782'
volume: 136
year: '2025'
...
---
_id: '61968'
author:
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Tissen D, Bernijazov R, Koldewey C, Dumitrescu R. The Nexus Model: Towards
    a metamodel for data-driven system models. In: <i>Procedia Computer Science</i>.
    Vol 268. Elsevier BV; 2025:173-180. doi:<a href="https://doi.org/10.1016/j.procs.2025.08.194">10.1016/j.procs.2025.08.194</a>'
  apa: 'Tissen, D., Bernijazov, R., Koldewey, C., &#38; Dumitrescu, R. (2025). The
    Nexus Model: Towards a metamodel for data-driven system models. <i>Procedia Computer
    Science</i>, <i>268</i>, 173–180. <a href="https://doi.org/10.1016/j.procs.2025.08.194">https://doi.org/10.1016/j.procs.2025.08.194</a>'
  bibtex: '@inproceedings{Tissen_Bernijazov_Koldewey_Dumitrescu_2025, title={The Nexus
    Model: Towards a metamodel for data-driven system models}, volume={268}, DOI={<a
    href="https://doi.org/10.1016/j.procs.2025.08.194">10.1016/j.procs.2025.08.194</a>},
    booktitle={Procedia Computer Science}, publisher={Elsevier BV}, author={Tissen,
    Denis and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}, year={2025},
    pages={173–180} }'
  chicago: 'Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu.
    “The Nexus Model: Towards a Metamodel for Data-Driven System Models.” In <i>Procedia
    Computer Science</i>, 268:173–80. Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procs.2025.08.194">https://doi.org/10.1016/j.procs.2025.08.194</a>.'
  ieee: 'D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “The Nexus Model:
    Towards a metamodel for data-driven system models,” in <i>Procedia Computer Science</i>,
    2025, vol. 268, pp. 173–180, doi: <a href="https://doi.org/10.1016/j.procs.2025.08.194">10.1016/j.procs.2025.08.194</a>.'
  mla: 'Tissen, Denis, et al. “The Nexus Model: Towards a Metamodel for Data-Driven
    System Models.” <i>Procedia Computer Science</i>, vol. 268, Elsevier BV, 2025,
    pp. 173–80, doi:<a href="https://doi.org/10.1016/j.procs.2025.08.194">10.1016/j.procs.2025.08.194</a>.'
  short: 'D. Tissen, R. Bernijazov, C. Koldewey, R. Dumitrescu, in: Procedia Computer
    Science, Elsevier BV, 2025, pp. 173–180.'
date_created: 2025-10-24T06:55:42Z
date_updated: 2025-10-24T08:12:04Z
department:
- _id: '563'
doi: 10.1016/j.procs.2025.08.194
intvolume: '       268'
language:
- iso: eng
page: 173-180
publication: Procedia Computer Science
publication_identifier:
  issn:
  - 1877-0509
publication_status: published
publisher: Elsevier BV
status: public
title: 'The Nexus Model: Towards a metamodel for data-driven system models'
type: conference
user_id: '15782'
volume: 268
year: '2025'
...
---
_id: '61963'
author:
- first_name: Daniel
  full_name: Eckertz, Daniel
  last_name: Eckertz
- first_name: Mattes
  full_name: Sander, Mattes
  last_name: Sander
- first_name: Omar
  full_name: Masroor, Omar
  last_name: Masroor
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Eckertz D, Sander M, Masroor O, Dumitrescu R. Linking Abstract Digital Twin
    Data to 3D Models: A Configurable Approach for Real-Time Adaptation. In: <i>2025
    8th International Conference on Information and Computer Technologies (ICICT)</i>.
    IEEE; 2025. doi:<a href="https://doi.org/10.1109/icict64582.2025.00010">10.1109/icict64582.2025.00010</a>'
  apa: 'Eckertz, D., Sander, M., Masroor, O., &#38; Dumitrescu, R. (2025). Linking
    Abstract Digital Twin Data to 3D Models: A Configurable Approach for Real-Time
    Adaptation. <i>2025 8th International Conference on Information and Computer Technologies
    (ICICT)</i>. <a href="https://doi.org/10.1109/icict64582.2025.00010">https://doi.org/10.1109/icict64582.2025.00010</a>'
  bibtex: '@inproceedings{Eckertz_Sander_Masroor_Dumitrescu_2025, title={Linking Abstract
    Digital Twin Data to 3D Models: A Configurable Approach for Real-Time Adaptation},
    DOI={<a href="https://doi.org/10.1109/icict64582.2025.00010">10.1109/icict64582.2025.00010</a>},
    booktitle={2025 8th International Conference on Information and Computer Technologies
    (ICICT)}, publisher={IEEE}, author={Eckertz, Daniel and Sander, Mattes and Masroor,
    Omar and Dumitrescu, Roman}, year={2025} }'
  chicago: 'Eckertz, Daniel, Mattes Sander, Omar Masroor, and Roman Dumitrescu. “Linking
    Abstract Digital Twin Data to 3D Models: A Configurable Approach for Real-Time
    Adaptation.” In <i>2025 8th International Conference on Information and Computer
    Technologies (ICICT)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/icict64582.2025.00010">https://doi.org/10.1109/icict64582.2025.00010</a>.'
  ieee: 'D. Eckertz, M. Sander, O. Masroor, and R. Dumitrescu, “Linking Abstract Digital
    Twin Data to 3D Models: A Configurable Approach for Real-Time Adaptation,” 2025,
    doi: <a href="https://doi.org/10.1109/icict64582.2025.00010">10.1109/icict64582.2025.00010</a>.'
  mla: 'Eckertz, Daniel, et al. “Linking Abstract Digital Twin Data to 3D Models:
    A Configurable Approach for Real-Time Adaptation.” <i>2025 8th International Conference
    on Information and Computer Technologies (ICICT)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/icict64582.2025.00010">10.1109/icict64582.2025.00010</a>.'
  short: 'D. Eckertz, M. Sander, O. Masroor, R. Dumitrescu, in: 2025 8th International
    Conference on Information and Computer Technologies (ICICT), IEEE, 2025.'
date_created: 2025-10-24T06:48:13Z
date_updated: 2025-10-24T08:12:23Z
department:
- _id: '563'
doi: 10.1109/icict64582.2025.00010
language:
- iso: eng
publication: 2025 8th International Conference on Information and Computer Technologies
  (ICICT)
publication_status: published
publisher: IEEE
status: public
title: 'Linking Abstract Digital Twin Data to 3D Models: A Configurable Approach for
  Real-Time Adaptation'
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '61967'
author:
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  id: '163'
  last_name: Gausemeier
- first_name: Oliver
  full_name: Riedel, Oliver
  last_name: Riedel
- first_name: Kai
  full_name: Lindow, Kai
  last_name: Lindow
citation:
  ama: 'Dumitrescu R, Albers A, Gausemeier J, Riedel O, Lindow K. Advanced Systems
    Engineering - Auswertung des Gesamtbildes ASE - Aktueller Stand zum Ende von AdWiSE.
    In: <i>Forschungsberichte Pflichtabgabe (BMFTR, BMWE…)</i>. Technische Informationsbibliothek;
    2025.'
  apa: Dumitrescu, R., Albers, A., Gausemeier, J., Riedel, O., &#38; Lindow, K. (2025).
    Advanced Systems Engineering - Auswertung des Gesamtbildes ASE - Aktueller Stand
    zum Ende von AdWiSE. In <i>Forschungsberichte Pflichtabgabe (BMFTR, BMWE…)</i>.
    Technische Informationsbibliothek.
  bibtex: '@inbook{Dumitrescu_Albers_Gausemeier_Riedel_Lindow_2025, place={Hannover},
    title={Advanced Systems Engineering - Auswertung des Gesamtbildes ASE - Aktueller
    Stand zum Ende von AdWiSE}, booktitle={Forschungsberichte Pflichtabgabe (BMFTR,
    BMWE…)}, publisher={Technische Informationsbibliothek}, author={Dumitrescu, Roman
    and Albers, Albert and Gausemeier, Jürgen and Riedel, Oliver and Lindow, Kai},
    year={2025} }'
  chicago: 'Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and
    Kai Lindow. “Advanced Systems Engineering - Auswertung Des Gesamtbildes ASE -
    Aktueller Stand Zum Ende von AdWiSE.” In <i>Forschungsberichte Pflichtabgabe (BMFTR,
    BMWE…)</i>. Hannover: Technische Informationsbibliothek, 2025.'
  ieee: 'R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and K. Lindow, “Advanced
    Systems Engineering - Auswertung des Gesamtbildes ASE - Aktueller Stand zum Ende
    von AdWiSE,” in <i>Forschungsberichte Pflichtabgabe (BMFTR, BMWE…)</i>, Hannover:
    Technische Informationsbibliothek, 2025.'
  mla: Dumitrescu, Roman, et al. “Advanced Systems Engineering - Auswertung Des Gesamtbildes
    ASE - Aktueller Stand Zum Ende von AdWiSE.” <i>Forschungsberichte Pflichtabgabe
    (BMFTR, BMWE…)</i>, Technische Informationsbibliothek, 2025.
  short: 'R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, K. Lindow, in: Forschungsberichte
    Pflichtabgabe (BMFTR, BMWE…), Technische Informationsbibliothek, Hannover, 2025.'
date_created: 2025-10-24T06:55:08Z
date_updated: 2025-10-24T08:12:10Z
department:
- _id: '563'
language:
- iso: eng
place: Hannover
publication: Forschungsberichte Pflichtabgabe (BMFTR, BMWE…)
publisher: Technische Informationsbibliothek
status: public
title: Advanced Systems Engineering - Auswertung des Gesamtbildes ASE - Aktueller
  Stand zum Ende von AdWiSE
type: book_chapter
user_id: '15782'
year: '2025'
...
---
_id: '61962'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n               <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:
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Fabian
  full_name: Hanke, Fabian
  last_name: Hanke
- first_name: Oliver
  full_name: von Heißen, Oliver
  last_name: von Heißen
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
citation:
  ama: Bernijazov R, Dumitrescu R, Hanke F, von Heißen O, Kaiser L, Tissen D. AI-Augmented
    Model-Based Systems Engineering. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>.
    2025;120(s1):96-100. doi:<a href="https://doi.org/10.1515/zwf-2024-0123">10.1515/zwf-2024-0123</a>
  apa: Bernijazov, R., Dumitrescu, R., Hanke, F., von Heißen, O., Kaiser, L., &#38;
    Tissen, D. (2025). AI-Augmented Model-Based Systems Engineering. <i>Zeitschrift
    Für Wirtschaftlichen Fabrikbetrieb</i>, <i>120</i>(s1), 96–100. <a href="https://doi.org/10.1515/zwf-2024-0123">https://doi.org/10.1515/zwf-2024-0123</a>
  bibtex: '@article{Bernijazov_Dumitrescu_Hanke_von Heißen_Kaiser_Tissen_2025, title={AI-Augmented
    Model-Based Systems Engineering}, volume={120}, DOI={<a href="https://doi.org/10.1515/zwf-2024-0123">10.1515/zwf-2024-0123</a>},
    number={s1}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter
    de Gruyter GmbH}, author={Bernijazov, Ruslan and Dumitrescu, Roman and Hanke,
    Fabian and von Heißen, Oliver and Kaiser, Lydia and Tissen, Denis}, year={2025},
    pages={96–100} }'
  chicago: 'Bernijazov, Ruslan, Roman Dumitrescu, Fabian Hanke, Oliver von Heißen,
    Lydia Kaiser, and Denis Tissen. “AI-Augmented Model-Based Systems Engineering.”
    <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i> 120, no. s1 (2025): 96–100.
    <a href="https://doi.org/10.1515/zwf-2024-0123">https://doi.org/10.1515/zwf-2024-0123</a>.'
  ieee: 'R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, and D.
    Tissen, “AI-Augmented Model-Based Systems Engineering,” <i>Zeitschrift für wirtschaftlichen
    Fabrikbetrieb</i>, vol. 120, no. s1, pp. 96–100, 2025, doi: <a href="https://doi.org/10.1515/zwf-2024-0123">10.1515/zwf-2024-0123</a>.'
  mla: Bernijazov, Ruslan, et al. “AI-Augmented Model-Based Systems Engineering.”
    <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, vol. 120, no. s1, Walter
    de Gruyter GmbH, 2025, pp. 96–100, doi:<a href="https://doi.org/10.1515/zwf-2024-0123">10.1515/zwf-2024-0123</a>.
  short: R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, D. Tissen,
    Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 120 (2025) 96–100.
date_created: 2025-10-24T06:47:27Z
date_updated: 2025-10-24T08:12:39Z
department:
- _id: '563'
doi: 10.1515/zwf-2024-0123
intvolume: '       120'
issue: s1
language:
- iso: eng
page: 96-100
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
  issn:
  - 2511-0896
  - 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: AI-Augmented Model-Based Systems Engineering
type: journal_article
user_id: '15782'
volume: 120
year: '2025'
...
---
_id: '61994'
author:
- first_name: Julian
  full_name: Weller, Julian
  last_name: Weller
- first_name: Sumit
  full_name: Nalavade, Sumit
  last_name: Nalavade
- first_name: Oliver
  full_name: Gmelch, Oliver
  last_name: Gmelch
- first_name: Nico
  full_name: Migenda, Nico
  last_name: Migenda
- first_name: Tim
  full_name: Heuwinkel, Tim
  last_name: Heuwinkel
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Weller J, Nalavade S, Gmelch O, Migenda N, Heuwinkel T, Dumitrescu R. Advanced
    Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive
    Analytics Use Cases. In: <i>Procedia CIRP</i>. Vol 134. Elsevier BV; 2025:229-234.
    doi:<a href="https://doi.org/10.1016/j.procir.2025.03.016">10.1016/j.procir.2025.03.016</a>'
  apa: 'Weller, J., Nalavade, S., Gmelch, O., Migenda, N., Heuwinkel, T., &#38; Dumitrescu,
    R. (2025). Advanced Analytics in Smart Factories: Towards an actionable Taxonomy
    for Prescriptive Analytics Use Cases. <i>Procedia CIRP</i>, <i>134</i>, 229–234.
    <a href="https://doi.org/10.1016/j.procir.2025.03.016">https://doi.org/10.1016/j.procir.2025.03.016</a>'
  bibtex: '@inproceedings{Weller_Nalavade_Gmelch_Migenda_Heuwinkel_Dumitrescu_2025,
    title={Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for
    Prescriptive Analytics Use Cases}, volume={134}, DOI={<a href="https://doi.org/10.1016/j.procir.2025.03.016">10.1016/j.procir.2025.03.016</a>},
    booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and
    Nalavade, Sumit and Gmelch, Oliver and Migenda, Nico and Heuwinkel, Tim and Dumitrescu,
    Roman}, year={2025}, pages={229–234} }'
  chicago: 'Weller, Julian, Sumit Nalavade, Oliver Gmelch, Nico Migenda, Tim Heuwinkel,
    and Roman Dumitrescu. “Advanced Analytics in Smart Factories: Towards an Actionable
    Taxonomy for Prescriptive Analytics Use Cases.” In <i>Procedia CIRP</i>, 134:229–34.
    Elsevier BV, 2025. <a href="https://doi.org/10.1016/j.procir.2025.03.016">https://doi.org/10.1016/j.procir.2025.03.016</a>.'
  ieee: 'J. Weller, S. Nalavade, O. Gmelch, N. Migenda, T. Heuwinkel, and R. Dumitrescu,
    “Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive
    Analytics Use Cases,” in <i>Procedia CIRP</i>, 2025, vol. 134, pp. 229–234, doi:
    <a href="https://doi.org/10.1016/j.procir.2025.03.016">10.1016/j.procir.2025.03.016</a>.'
  mla: 'Weller, Julian, et al. “Advanced Analytics in Smart Factories: Towards an
    Actionable Taxonomy for Prescriptive Analytics Use Cases.” <i>Procedia CIRP</i>,
    vol. 134, Elsevier BV, 2025, pp. 229–34, doi:<a href="https://doi.org/10.1016/j.procir.2025.03.016">10.1016/j.procir.2025.03.016</a>.'
  short: 'J. Weller, S. Nalavade, O. Gmelch, N. Migenda, T. Heuwinkel, R. Dumitrescu,
    in: Procedia CIRP, Elsevier BV, 2025, pp. 229–234.'
date_created: 2025-10-24T08:24:54Z
date_updated: 2025-10-24T08:26:24Z
department:
- _id: '563'
doi: 10.1016/j.procir.2025.03.016
intvolume: '       134'
language:
- iso: eng
page: 229-234
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for
  Prescriptive Analytics Use Cases'
type: conference
user_id: '15782'
volume: 134
year: '2025'
...
---
_id: '61993'
author:
- first_name: Verena
  full_name: Dondorf, Verena
  last_name: Dondorf
- first_name: Leonie
  full_name: Happe, Leonie
  id: '69790'
  last_name: Happe
- first_name: Daniela
  full_name: Hobscheidt, Daniela
  last_name: Hobscheidt
- first_name: Christian
  full_name: Kürpick, Christian
  last_name: Kürpick
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Dondorf V, Happe L, Hobscheidt D, Kürpick C, Dumitrescu R. Evaluation Of The
    Challenges In Implementing AI Across The Different Phases - Empirical Insights
    Derived From AI Implementation Projects In Industry   . In: Herberger D, Hübner
    M, eds. <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>. publish-Ing.; 2025.'
  apa: 'Dondorf, V., Happe, L., Hobscheidt, D., Kürpick, C., &#38; Dumitrescu, R.
    (2025). Evaluation Of The Challenges In Implementing AI Across The Different Phases
    - Empirical Insights Derived From AI Implementation Projects In Industry   . In
    D. Herberger &#38; M. Hübner (Eds.), <i>Proceedings of the Conference on Production
    Systems and Logistics : CPSL 2025</i>. publish-Ing.'
  bibtex: '@inproceedings{Dondorf_Happe_Hobscheidt_Kürpick_Dumitrescu_2025, place={Offenburg
    }, title={Evaluation Of The Challenges In Implementing AI Across The Different
    Phases - Empirical Insights Derived From AI Implementation Projects In Industry   },
    booktitle={Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025}, publisher={publish-Ing.}, author={Dondorf, Verena and Happe, Leonie
    and Hobscheidt, Daniela and Kürpick, Christian and Dumitrescu, Roman}, editor={Herberger,
    David  and Hübner, Marco }, year={2025} }'
  chicago: 'Dondorf, Verena, Leonie Happe, Daniela Hobscheidt, Christian Kürpick,
    and Roman Dumitrescu. “Evaluation Of The Challenges In Implementing AI Across
    The Different Phases - Empirical Insights Derived From AI Implementation Projects
    In Industry   .” In <i>Proceedings of the Conference on Production Systems and
    Logistics : CPSL 2025</i>, edited by David  Herberger and Marco  Hübner. Offenburg
    : publish-Ing., 2025.'
  ieee: 'V. Dondorf, L. Happe, D. Hobscheidt, C. Kürpick, and R. Dumitrescu, “Evaluation
    Of The Challenges In Implementing AI Across The Different Phases - Empirical Insights
    Derived From AI Implementation Projects In Industry   ,” in <i>Proceedings of
    the Conference on Production Systems and Logistics : CPSL 2025</i>, 2025.'
  mla: 'Dondorf, Verena, et al. “Evaluation Of The Challenges In Implementing AI Across
    The Different Phases - Empirical Insights Derived From AI Implementation Projects
    In Industry   .” <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>, edited by David  Herberger and Marco  Hübner, publish-Ing., 2025.'
  short: 'V. Dondorf, L. Happe, D. Hobscheidt, C. Kürpick, R. Dumitrescu, in: D. Herberger,
    M. Hübner (Eds.), Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025, publish-Ing., Offenburg , 2025.'
date_created: 2025-10-24T08:23:04Z
date_updated: 2025-10-24T08:23:08Z
department:
- _id: '563'
editor:
- first_name: 'David '
  full_name: 'Herberger, David '
  last_name: Herberger
- first_name: 'Marco '
  full_name: 'Hübner, Marco '
  last_name: Hübner
language:
- iso: eng
place: 'Offenburg '
publication: 'Proceedings of the Conference on Production Systems and Logistics :
  CPSL 2025'
publisher: publish-Ing.
status: public
title: 'Evaluation Of The Challenges In Implementing AI Across The Different Phases
  - Empirical Insights Derived From AI Implementation Projects In Industry   '
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '61998'
author:
- first_name: Jan-Philipp
  full_name: Disselkamp, Jan-Philipp
  last_name: Disselkamp
- first_name: 'Jonas '
  full_name: 'Lick, Jonas '
  last_name: Lick
- first_name: 'Ghayth '
  full_name: 'Azem, Ghayth '
  last_name: Azem
- first_name: 'Robin '
  full_name: 'Grothe, Robin '
  last_name: Grothe
- first_name: 'Lukas '
  full_name: 'Ptock, Lukas '
  last_name: Ptock
- first_name: 'Matthias '
  full_name: 'Meyer, Matthias '
  last_name: Meyer
- first_name: 'Dominik '
  full_name: 'Kürpick, Dominik '
  last_name: Kürpick
- first_name: 'Aschot '
  full_name: 'Hovemann, Aschot '
  last_name: Hovemann
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Disselkamp J-P, Lick J, Azem G, et al. Generating An Automated Assembly Graph
    On The Basis Of The 3D-Geometry Of A Product Assembly Group. In: Herberger D,
    Hübner M, eds. <i>Proceedings of the Conference on Production Systems and Logistics:
    CPSL 2025</i>. publish-Ing.; 2025:640-649.'
  apa: 'Disselkamp, J.-P., Lick, J., Azem, G., Grothe, R., Ptock, L., Meyer, M., Kürpick,
    D., Hovemann, A., &#38; Dumitrescu, R. (2025). Generating An Automated Assembly
    Graph On The Basis Of The 3D-Geometry Of A Product Assembly Group. In D. Herberger
    &#38; M. Hübner (Eds.), <i>Proceedings of the Conference on Production Systems
    and Logistics: CPSL 2025</i> (pp. 640–649). publish-Ing.'
  bibtex: '@inproceedings{Disselkamp_Lick_Azem_Grothe_Ptock_Meyer_Kürpick_Hovemann_Dumitrescu_2025,
    place={Offenburg}, title={Generating An Automated Assembly Graph On The Basis
    Of The 3D-Geometry Of A Product Assembly Group}, booktitle={Proceedings of the
    Conference on Production Systems and Logistics: CPSL 2025}, publisher={publish-Ing.},
    author={Disselkamp, Jan-Philipp and Lick, Jonas  and Azem, Ghayth  and Grothe,
    Robin  and Ptock, Lukas  and Meyer, Matthias  and Kürpick, Dominik  and Hovemann,
    Aschot  and Dumitrescu, Roman}, editor={Herberger, David and Hübner, Marco}, year={2025},
    pages={640–649} }'
  chicago: 'Disselkamp, Jan-Philipp, Jonas  Lick, Ghayth  Azem, Robin  Grothe, Lukas  Ptock,
    Matthias  Meyer, Dominik  Kürpick, Aschot  Hovemann, and Roman Dumitrescu. “Generating
    An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A Product Assembly
    Group.” In <i>Proceedings of the Conference on Production Systems and Logistics:
    CPSL 2025</i>, edited by David Herberger and Marco Hübner, 640–49. Offenburg:
    publish-Ing., 2025.'
  ieee: 'J.-P. Disselkamp <i>et al.</i>, “Generating An Automated Assembly Graph On
    The Basis Of The 3D-Geometry Of A Product Assembly Group,” in <i>Proceedings of
    the Conference on Production Systems and Logistics: CPSL 2025</i>, 2025, pp. 640–649.'
  mla: 'Disselkamp, Jan-Philipp, et al. “Generating An Automated Assembly Graph On
    The Basis Of The 3D-Geometry Of A Product Assembly Group.” <i>Proceedings of the
    Conference on Production Systems and Logistics: CPSL 2025</i>, edited by David
    Herberger and Marco Hübner, publish-Ing., 2025, pp. 640–49.'
  short: 'J.-P. Disselkamp, J. Lick, G. Azem, R. Grothe, L. Ptock, M. Meyer, D. Kürpick,
    A. Hovemann, R. Dumitrescu, in: D. Herberger, M. Hübner (Eds.), Proceedings of
    the Conference on Production Systems and Logistics: CPSL 2025, publish-Ing., Offenburg,
    2025, pp. 640–649.'
date_created: 2025-10-24T09:16:47Z
date_updated: 2025-10-24T09:16:50Z
department:
- _id: '563'
editor:
- first_name: David
  full_name: Herberger, David
  last_name: Herberger
- first_name: Marco
  full_name: Hübner, Marco
  last_name: Hübner
language:
- iso: eng
page: 640-649
place: Offenburg
publication: 'Proceedings of the Conference on Production Systems and Logistics: CPSL
  2025'
publisher: publish-Ing.
status: public
title: Generating An Automated Assembly Graph On The Basis Of The 3D-Geometry Of A
  Product Assembly Group
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '61997'
author:
- first_name: Jan-Philipp
  full_name: Disselkamp, Jan-Philipp
  last_name: Disselkamp
- first_name: 'Jonas '
  full_name: 'Lick, Jonas '
  last_name: Lick
- first_name: Lukas
  full_name: Ptock, Lukas
  last_name: Ptock
- first_name: 'Julian '
  full_name: 'Zacke, Julian '
  last_name: Zacke
- first_name: 'Marcel '
  full_name: 'Wilk, Marcel '
  last_name: Wilk
- first_name: 'Jona '
  full_name: 'Ostendorf, Jona '
  last_name: Ostendorf
- first_name: 'Matthias '
  full_name: 'Meyer, Matthias '
  last_name: Meyer
- first_name: Svenja
  full_name: Westphal, Svenja
  last_name: Westphal
- first_name: 'Dominik '
  full_name: 'Kürpick, Dominik '
  last_name: Kürpick
- first_name: 'Aschot '
  full_name: 'Hovemann, Aschot '
  last_name: Hovemann
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Disselkamp J-P, Lick J, Ptock L, et al. Case Study For Introducing Digital
    Cardboard Engineering. In: Herberger D, Hübner M, eds. <i>Proceedings of the Conference
    on Production Systems and Logistics : CPSL 2025</i>. publish-Ing.; 2025.'
  apa: 'Disselkamp, J.-P., Lick, J., Ptock, L., Zacke, J., Wilk, M., Ostendorf, J.,
    Meyer, M., Westphal, S., Kürpick, D., Hovemann, A., &#38; Dumitrescu, R. (2025).
    Case Study For Introducing Digital Cardboard Engineering. In D. Herberger &#38;
    M. Hübner (Eds.), <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>. publish-Ing.'
  bibtex: '@inproceedings{Disselkamp_Lick_Ptock_Zacke_Wilk_Ostendorf_Meyer_Westphal_Kürpick_Hovemann_et
    al._2025, place={Offenburg }, title={Case Study For Introducing Digital Cardboard
    Engineering}, booktitle={Proceedings of the Conference on Production Systems and
    Logistics : CPSL 2025}, publisher={publish-Ing.}, author={Disselkamp, Jan-Philipp
    and Lick, Jonas  and Ptock, Lukas and Zacke, Julian  and Wilk, Marcel  and Ostendorf,
    Jona  and Meyer, Matthias  and Westphal, Svenja and Kürpick, Dominik  and Hovemann,
    Aschot  and et al.}, editor={Herberger, David and Hübner, Marco }, year={2025}
    }'
  chicago: 'Disselkamp, Jan-Philipp, Jonas  Lick, Lukas Ptock, Julian  Zacke, Marcel  Wilk,
    Jona  Ostendorf, Matthias  Meyer, et al. “Case Study For Introducing Digital Cardboard
    Engineering.” In <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>, edited by David Herberger and Marco  Hübner. Offenburg : publish-Ing.,
    2025.'
  ieee: 'J.-P. Disselkamp <i>et al.</i>, “Case Study For Introducing Digital Cardboard
    Engineering,” in <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>, 2025.'
  mla: 'Disselkamp, Jan-Philipp, et al. “Case Study For Introducing Digital Cardboard
    Engineering.” <i>Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025</i>, edited by David Herberger and Marco  Hübner, publish-Ing., 2025.'
  short: 'J.-P. Disselkamp, J. Lick, L. Ptock, J. Zacke, M. Wilk, J. Ostendorf, M.
    Meyer, S. Westphal, D. Kürpick, A. Hovemann, R. Dumitrescu, in: D. Herberger,
    M. Hübner (Eds.), Proceedings of the Conference on Production Systems and Logistics :
    CPSL 2025, publish-Ing., Offenburg , 2025.'
date_created: 2025-10-24T09:11:56Z
date_updated: 2025-10-24T09:12:00Z
department:
- _id: '563'
editor:
- first_name: David
  full_name: Herberger, David
  last_name: Herberger
- first_name: 'Marco '
  full_name: 'Hübner, Marco '
  last_name: Hübner
language:
- iso: eng
place: 'Offenburg '
publication: 'Proceedings of the Conference on Production Systems and Logistics :
  CPSL 2025'
publisher: publish-Ing.
status: public
title: Case Study For Introducing Digital Cardboard Engineering
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '61953'
author:
- first_name: Khoren
  full_name: Grigoryan, Khoren
  last_name: Grigoryan
- first_name: Eliana
  full_name: Bauer, Eliana
  last_name: Bauer
- first_name: Timm
  full_name: Fichtler, Timm
  id: '66731'
  last_name: Fichtler
  orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Grigoryan K, Bauer E, Fichtler T, Asmar L, Kühn A, Dumitrescu R. A Structured
    Tool Landscape for Data-Driven ProductManagernent. In: <i>2025 IEEE International
    Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>. IEEE; 2025.
    doi:<a href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">10.1109/ice/itmc65658.2025.11106543</a>'
  apa: Grigoryan, K., Bauer, E., Fichtler, T., Asmar, L., Kühn, A., &#38; Dumitrescu,
    R. (2025). A Structured Tool Landscape for Data-Driven ProductManagernent. <i>2025
    IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>.
    <a href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">https://doi.org/10.1109/ice/itmc65658.2025.11106543</a>
  bibtex: '@inproceedings{Grigoryan_Bauer_Fichtler_Asmar_Kühn_Dumitrescu_2025, title={A
    Structured Tool Landscape for Data-Driven ProductManagernent}, DOI={<a href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">10.1109/ice/itmc65658.2025.11106543</a>},
    booktitle={2025 IEEE International Conference on Engineering, Technology, and
    Innovation (ICE/ITMC)}, publisher={IEEE}, author={Grigoryan, Khoren and Bauer,
    Eliana and Fichtler, Timm and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman},
    year={2025} }'
  chicago: Grigoryan, Khoren, Eliana Bauer, Timm Fichtler, Laban Asmar, Arno Kühn,
    and Roman Dumitrescu. “A Structured Tool Landscape for Data-Driven ProductManagernent.”
    In <i>2025 IEEE International Conference on Engineering, Technology, and Innovation
    (ICE/ITMC)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">https://doi.org/10.1109/ice/itmc65658.2025.11106543</a>.
  ieee: 'K. Grigoryan, E. Bauer, T. Fichtler, L. Asmar, A. Kühn, and R. Dumitrescu,
    “A Structured Tool Landscape for Data-Driven ProductManagernent,” 2025, doi: <a
    href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">10.1109/ice/itmc65658.2025.11106543</a>.'
  mla: Grigoryan, Khoren, et al. “A Structured Tool Landscape for Data-Driven ProductManagernent.”
    <i>2025 IEEE International Conference on Engineering, Technology, and Innovation
    (ICE/ITMC)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/ice/itmc65658.2025.11106543">10.1109/ice/itmc65658.2025.11106543</a>.
  short: 'K. Grigoryan, E. Bauer, T. Fichtler, L. Asmar, A. Kühn, R. Dumitrescu, in:
    2025 IEEE International Conference on Engineering, Technology, and Innovation
    (ICE/ITMC), IEEE, 2025.'
date_created: 2025-10-24T06:29:27Z
date_updated: 2025-10-27T11:03:19Z
department:
- _id: '563'
doi: 10.1109/ice/itmc65658.2025.11106543
language:
- iso: eng
publication: 2025 IEEE International Conference on Engineering, Technology, and Innovation
  (ICE/ITMC)
publication_status: published
publisher: IEEE
status: public
title: A Structured Tool Landscape for Data-Driven ProductManagernent
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '62020'
author:
- first_name: Muhammad
  full_name: Awais, Muhammad
  last_name: Awais
- first_name: Hassan Ghasemzadeh
  full_name: Mohammadi, Hassan Ghasemzadeh
  last_name: Mohammadi
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
citation:
  ama: Awais M, Mohammadi HG, Platzner M. Design Space Exploration for Approximate
    Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions on Very
    Large Scale Integration (VLSI) Systems</i>. 2025;33(9):2395-2405. doi:<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>
  apa: Awais, M., Mohammadi, H. G., &#38; Platzner, M. (2025). Design Space Exploration
    for Approximate Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions
    on Very Large Scale Integration (VLSI) Systems</i>, <i>33</i>(9), 2395–2405. <a
    href="https://doi.org/10.1109/tvlsi.2025.3559377">https://doi.org/10.1109/tvlsi.2025.3559377</a>
  bibtex: '@article{Awais_Mohammadi_Platzner_2025, title={Design Space Exploration
    for Approximate Circuits via Checkpointing and DNN-Based Estimators}, volume={33},
    DOI={<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>},
    number={9}, journal={IEEE Transactions on Very Large Scale Integration (VLSI)
    Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)},
    author={Awais, Muhammad and Mohammadi, Hassan Ghasemzadeh and Platzner, Marco},
    year={2025}, pages={2395–2405} }'
  chicago: 'Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “Design
    Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators.”
    <i>IEEE Transactions on Very Large Scale Integration (VLSI) Systems</i> 33, no.
    9 (2025): 2395–2405. <a href="https://doi.org/10.1109/tvlsi.2025.3559377">https://doi.org/10.1109/tvlsi.2025.3559377</a>.'
  ieee: 'M. Awais, H. G. Mohammadi, and M. Platzner, “Design Space Exploration for
    Approximate Circuits via Checkpointing and DNN-Based Estimators,” <i>IEEE Transactions
    on Very Large Scale Integration (VLSI) Systems</i>, vol. 33, no. 9, pp. 2395–2405,
    2025, doi: <a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>.'
  mla: Awais, Muhammad, et al. “Design Space Exploration for Approximate Circuits
    via Checkpointing and DNN-Based Estimators.” <i>IEEE Transactions on Very Large
    Scale Integration (VLSI) Systems</i>, vol. 33, no. 9, Institute of Electrical
    and Electronics Engineers (IEEE), 2025, pp. 2395–405, doi:<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>.
  short: M. Awais, H.G. Mohammadi, M. Platzner, IEEE Transactions on Very Large Scale
    Integration (VLSI) Systems 33 (2025) 2395–2405.
date_created: 2025-10-30T10:07:49Z
date_updated: 2025-10-30T10:08:55Z
department:
- _id: '78'
doi: 10.1109/tvlsi.2025.3559377
intvolume: '        33'
issue: '9'
page: 2395-2405
publication: IEEE Transactions on Very Large Scale Integration (VLSI) Systems
publication_identifier:
  issn:
  - 1063-8210
  - 1557-9999
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based
  Estimators
type: journal_article
user_id: '64665'
volume: 33
year: '2025'
...
---
_id: '62019'
author:
- first_name: Amir Hossein
  full_name: Hadipour, Amir Hossein
  last_name: Hadipour
- first_name: Atousa
  full_name: Jafari, Atousa
  last_name: Jafari
- first_name: Muhammad
  full_name: Awais, Muhammad
  last_name: Awais
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
citation:
  ama: 'Hadipour AH, Jafari A, Awais M, Platzner M. A Two-Stage Approximation Methodology
    for Efficient DNN Hardware Implementation. In: <i>2025 IEEE 28th International
    Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>.
    IEEE; 2025. doi:<a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>'
  apa: Hadipour, A. H., Jafari, A., Awais, M., &#38; Platzner, M. (2025). A Two-Stage
    Approximation Methodology for Efficient DNN Hardware Implementation. <i>2025 IEEE
    28th International Symposium on Design and Diagnostics of Electronic Circuits
    and Systems (DDECS)</i>. <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">https://doi.org/10.1109/ddecs63720.2025.11006769</a>
  bibtex: '@inproceedings{Hadipour_Jafari_Awais_Platzner_2025, title={A Two-Stage
    Approximation Methodology for Efficient DNN Hardware Implementation}, DOI={<a
    href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>},
    booktitle={2025 IEEE 28th International Symposium on Design and Diagnostics of
    Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Hadipour,
    Amir Hossein and Jafari, Atousa and Awais, Muhammad and Platzner, Marco}, year={2025}
    }'
  chicago: Hadipour, Amir Hossein, Atousa Jafari, Muhammad Awais, and Marco Platzner.
    “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.”
    In <i>2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic
    Circuits and Systems (DDECS)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">https://doi.org/10.1109/ddecs63720.2025.11006769</a>.
  ieee: 'A. H. Hadipour, A. Jafari, M. Awais, and M. Platzner, “A Two-Stage Approximation
    Methodology for Efficient DNN Hardware Implementation,” 2025, doi: <a href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>.'
  mla: Hadipour, Amir Hossein, et al. “A Two-Stage Approximation Methodology for Efficient
    DNN Hardware Implementation.” <i>2025 IEEE 28th International Symposium on Design
    and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, IEEE, 2025, doi:<a
    href="https://doi.org/10.1109/ddecs63720.2025.11006769">10.1109/ddecs63720.2025.11006769</a>.
  short: 'A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International
    Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS),
    IEEE, 2025.'
date_created: 2025-10-30T10:07:11Z
date_updated: 2025-10-30T10:08:50Z
department:
- _id: '78'
doi: 10.1109/ddecs63720.2025.11006769
publication: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic
  Circuits and Systems (DDECS)
publication_status: published
publisher: IEEE
status: public
title: A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation
type: conference
user_id: '64665'
year: '2025'
...
---
_id: '60352'
abstract:
- lang: eng
  text: 'Selbstkonzepte werden als mentale Repräsentationen einer Person von sich
    selbst definiert und stehen aufgrund ihrer Bedeutung für den Berufserfolg von
    (angehenden) Lehrkräften im Fokus der Forschung zur Professionalisierung von Lehrkräften.
    Ziel der vorliegenden Arbeit ist die de-taillierte Betrachtung der Ausprägungen
    akademischer Selbstkonzepte von gewerblich-techni-schen Lehramtsstudierenden im
    Master of Education zur Analyse der Struktur, Entwicklungsein-flüsse und Beziehungen
    zwischen verschiedenen Dimensionen akademischer Selbstkonzepte anhand eines sequentiellen
    Mixed-Methods-Designs. Dieses besteht aus einer quantitativen Studie (n=115),
    angelehnt an das TPACK-Modell, und einer anschließenden qualitativen Inter-viewstudie
    (n=18) angelehnt an das PCK-Modell. Es zeigt sich, dass akademische Selbstkonzepte
    angehender Lehrkräfte anhand von Professionswissensmodellen strukturierbar sind.
    Dies trifft sowohl auf die Strukturierung anhand des TPACK-Modells als auch anhand
    des PCK-Modells zu. Als Entwicklungseinflüsse zeigen sich besonders Aspekte: praktische
    Erfahrungen im schulischen sowie im fachwissenschaftlichen Bereich und auch die
    Auswirkungen sozialer und dimensionaler Vergleichsprozesse. Bei den Auswirkungen
    von Vergleichsprozessen fungiert jedoch die wahr-genommene Relevanz der jeweiligen
    Dimensionen der akademischen Selbstkonzepte als Mode-rator. Abschließend werden
    forschungsmethodische sowie hochschulbildungspraktische Im-plikationen der Ergebnisse
    diskutiert.'
- lang: eng
  text: 'Self-concepts are defined as a person''s mental representations of themselves
    and are often the focus of research on the professionalization of teachers due
    to their importance for the profes-sional success of (pre-service) teachers. The
    aim of this study is to take a detailed look at the characteristics of academic
    self-concepts of pre-service technology teachers in their Master of Education
    to analyze the structure, developmental influences and relationships between differ-ent
    dimensions of academic self-concepts using a sequential mixed-methods design.
    This con-sists of a quantitative study (n=115), based on the TPACK model, and
    a subsequent qualitative interview study (n=18), based on the PCK model. First
    of all, it is shown that academic self-con-cepts of pre-service teachers can be
    structured on the basis of professional knowledge models. This applies both to
    structuring using the TPACK model and the PCK model. Two aspects in par-ticular
    can be identified as developmental influences: practical experience in school
    and in the subject area and also the effects of social and dimensional comparison
    processes. However, the perceived relevance of the respective dimensions of academic
    self-concepts acts as a modera-tor, particularly with regard to the effects of
    comparison processes. Concludingly, the research methodological and practical
    implications of the results for higher education are discussed.'
author:
- first_name: Mats
  full_name: Vernholz, Mats
  last_name: Vernholz
citation:
  ama: Vernholz M. <i>Analyse akademischer Selbstkonzepte gewerblich-technischer Lehramtsstudierender
    unter besonderer Beachtung soziodemographischer Heterogenität und Vergleichsprozessen
    als Entwicklungseinflüsse</i>. LibreCat University; 2025. doi:<a href="https://doi.org/10.17619/UNIPB/1-2266">10.17619/UNIPB/1-2266</a>
  apa: Vernholz, M. (2025). <i>Analyse akademischer Selbstkonzepte gewerblich-technischer
    Lehramtsstudierender unter besonderer Beachtung soziodemographischer Heterogenität
    und Vergleichsprozessen als Entwicklungseinflüsse</i>. LibreCat University. <a
    href="https://doi.org/10.17619/UNIPB/1-2266">https://doi.org/10.17619/UNIPB/1-2266</a>
  bibtex: '@book{Vernholz_2025, title={Analyse akademischer Selbstkonzepte gewerblich-technischer
    Lehramtsstudierender unter besonderer Beachtung soziodemographischer Heterogenität
    und Vergleichsprozessen als Entwicklungseinflüsse}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-2266">10.17619/UNIPB/1-2266</a>},
    publisher={LibreCat University}, author={Vernholz, Mats}, year={2025} }'
  chicago: Vernholz, Mats. <i>Analyse akademischer Selbstkonzepte gewerblich-technischer
    Lehramtsstudierender unter besonderer Beachtung soziodemographischer Heterogenität
    und Vergleichsprozessen als Entwicklungseinflüsse</i>. LibreCat University, 2025.
    <a href="https://doi.org/10.17619/UNIPB/1-2266">https://doi.org/10.17619/UNIPB/1-2266</a>.
  ieee: M. Vernholz, <i>Analyse akademischer Selbstkonzepte gewerblich-technischer
    Lehramtsstudierender unter besonderer Beachtung soziodemographischer Heterogenität
    und Vergleichsprozessen als Entwicklungseinflüsse</i>. LibreCat University, 2025.
  mla: Vernholz, Mats. <i>Analyse akademischer Selbstkonzepte gewerblich-technischer
    Lehramtsstudierender unter besonderer Beachtung soziodemographischer Heterogenität
    und Vergleichsprozessen als Entwicklungseinflüsse</i>. LibreCat University, 2025,
    doi:<a href="https://doi.org/10.17619/UNIPB/1-2266">10.17619/UNIPB/1-2266</a>.
  short: M. Vernholz, Analyse akademischer Selbstkonzepte gewerblich-technischer Lehramtsstudierender
    unter besonderer Beachtung soziodemographischer Heterogenität und Vergleichsprozessen
    als Entwicklungseinflüsse, LibreCat University, 2025.
date_created: 2025-06-24T07:05:57Z
date_updated: 2025-11-03T09:49:03Z
ddc:
- '370'
department:
- _id: '300'
doi: 10.17619/UNIPB/1-2266
file:
- access_level: closed
  content_type: application/pdf
  creator: maver001
  date_created: 2025-11-03T09:48:55Z
  date_updated: 2025-11-03T09:48:55Z
  file_id: '62044'
  file_name: Analyse akademischer Selbstkonzepte gewerblich-technischer Lehramtsstudierender
    unter besonderer Beachtung soziodemographischer Heterogenität und Vergleichsprozessen
    als Entwicklungseinflüsse.pdf
  file_size: 3971085
  relation: main_file
  success: 1
file_date_updated: 2025-11-03T09:48:55Z
has_accepted_license: '1'
language:
- iso: ger
publication_status: published
publisher: LibreCat University
status: public
title: Analyse akademischer Selbstkonzepte gewerblich-technischer Lehramtsstudierender
  unter besonderer Beachtung soziodemographischer Heterogenität und Vergleichsprozessen
  als Entwicklungseinflüsse
type: dissertation
user_id: '76955'
year: '2025'
...
