---
_id: '7184'
author:
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '257333'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227695870
- first_name: Suraj
  full_name: Karki, Suraj
  last_name: Karki
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227695871
citation:
  alphadin: '<span style="font-variant:small-caps;">Ahmed, Qazi Arbab</span> ; <span
    style="font-variant:small-caps;">Karki, Suraj</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: FINN-Tro: Exploiting Verification Gaps in Dataflow Inference
    Accelerators. In:  : arXiv, 2026'
  ama: 'Ahmed QA, Karki S, Jungeblut T. FINN-Tro: Exploiting Verification Gaps in
    Dataflow Inference Accelerators. In: arXiv; 2026. doi:<a href="https://doi.org/10.48550/ARXIV.2609.26824">10.48550/ARXIV.2609.26824</a>'
  apa: 'Ahmed, Q. A., Karki, S., &#38; Jungeblut, T. (2026). FINN-Tro: Exploiting
    Verification Gaps in Dataflow Inference Accelerators. arXiv. <a href="https://doi.org/10.48550/ARXIV.2609.26824">https://doi.org/10.48550/ARXIV.2609.26824</a>'
  bibtex: '@inproceedings{Ahmed_Karki_Jungeblut_2026, title={FINN-Tro: Exploiting
    Verification Gaps in Dataflow Inference Accelerators}, DOI={<a href="https://doi.org/10.48550/ARXIV.2609.26824">10.48550/ARXIV.2609.26824</a>},
    publisher={arXiv}, author={Ahmed, Qazi Arbab and Karki, Suraj and Jungeblut, Thorsten},
    year={2026} }'
  chicago: 'Ahmed, Qazi Arbab, Suraj Karki, and Thorsten Jungeblut. “FINN-Tro: Exploiting
    Verification Gaps in Dataflow Inference Accelerators.” arXiv, 2026. <a href="https://doi.org/10.48550/ARXIV.2609.26824">https://doi.org/10.48550/ARXIV.2609.26824</a>.'
  ieee: 'Q. A. Ahmed, S. Karki, and T. Jungeblut, “FINN-Tro: Exploiting Verification
    Gaps in Dataflow Inference Accelerators,” 2026.'
  mla: 'Ahmed, Qazi Arbab, et al. <i>FINN-Tro: Exploiting Verification Gaps in Dataflow
    Inference Accelerators</i>. arXiv, 2026, doi:<a href="https://doi.org/10.48550/ARXIV.2609.26824">10.48550/ARXIV.2609.26824</a>.'
  short: 'Q.A. Ahmed, S. Karki, T. Jungeblut, in: arXiv, 2026.'
date_created: 2026-09-24T12:31:20Z
date_updated: 2026-09-24T12:32:15Z
department:
- _id: '103'
doi: 10.48550/ARXIV.2609.26824
language:
- iso: eng
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication_status: published
publisher: arXiv
quality_controlled: '1'
research_group:
- _id: f025f82c-c221-11ec-90a2-d82e18d06cb8
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
status: public
title: 'FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators'
type: conference
user_id: '257333'
year: '2026'
...
---
_id: '7171'
abstract:
- lang: eng
  text: Edge-based Artificial Intelligence (AI) acceleration has recently improved
    progress in real-time object detection. Object detection on edge devices requires
    a balance between accuracy, speed, and power efficiency. This paper proposes a
    customized Deep Learning Processor Unit (DPU)-aware architecture for attention-based
    YOLO variants deployed on AMD FPGAs. Specifically, we evaluate and benchmark YOLOv26
    and YOLOv11, two modern attention-based YOLO variants, on the Xilinx ZCU104 across
    both standard and oriented object detection tasks. We replace unsupported activation
    functions, substitute split operations with 1x1 convolutions, and approximate
    the spatial attention mechanism in a DPU-compatible way. All models are then trained
    and evaluated across six benchmark datasets such as COCO, Pascal VOC, KITTI, DOTA,
    DIOR-R, and an in-house human presence dataset, and benchmarked across all eight
    DPU configurations (B512 to B4096) in terms of mAP, FPS, latency, power, and resource
    utilization. Notably, YOLOv26n and YOLOv26n-OBB deliver the highest end-to-end
    throughput at 34.05 and 29.55 FPS for standard and oriented detection, respectively,
    with an average of 5% absolute reduction in accuracy due to quantization while
    achieving up to approximately 3x lower power consumption compared with the state
    of the art.
author:
- first_name: Suraj
  full_name: Karki, Suraj
  last_name: Karki
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '257333'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227259862
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227259884
citation:
  alphadin: '<span style="font-variant:small-caps;">Karki, Suraj</span> ; <span style="font-variant:small-caps;">Ahmed,
    Qazi Arbab</span> ; <span style="font-variant:small-caps;">Jungeblut, Thorsten</span>:
    <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO
    on FPGA</i>, 2026'
  ama: 'Karki S, Ahmed QA, Jungeblut T. <i>No Attention, No Problem: DPU-Aware Attention
    Approximation in Modern YOLO on FPGA</i>.; 2026. doi:<a href="https://doi.org/10.48550/arXiv.2607.13106">10.48550/arXiv.2607.13106</a>'
  apa: 'Karki, S., Ahmed, Q. A., &#38; Jungeblut, T. (2026). <i>No Attention, No Problem:
    DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>. <a href="https://doi.org/10.48550/arXiv.2607.13106">https://doi.org/10.48550/arXiv.2607.13106</a>'
  bibtex: '@book{Karki_Ahmed_Jungeblut_2026, title={No Attention, No Problem: DPU-Aware
    Attention Approximation in Modern YOLO on FPGA}, DOI={<a href="https://doi.org/10.48550/arXiv.2607.13106">10.48550/arXiv.2607.13106</a>},
    author={Karki, Suraj and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2026}
    }'
  chicago: 'Karki, Suraj, Qazi Arbab Ahmed, and Thorsten Jungeblut. <i>No Attention,
    No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>, 2026.
    <a href="https://doi.org/10.48550/arXiv.2607.13106">https://doi.org/10.48550/arXiv.2607.13106</a>.'
  ieee: 'S. Karki, Q. A. Ahmed, and T. Jungeblut, <i>No Attention, No Problem: DPU-Aware
    Attention Approximation in Modern YOLO on FPGA</i>. 2026.'
  mla: 'Karki, Suraj, et al. <i>No Attention, No Problem: DPU-Aware Attention Approximation
    in Modern YOLO on FPGA</i>. 2026, doi:<a href="https://doi.org/10.48550/arXiv.2607.13106">10.48550/arXiv.2607.13106</a>.'
  short: 'S. Karki, Q.A. Ahmed, T. Jungeblut, No Attention, No Problem: DPU-Aware
    Attention Approximation in Modern YOLO on FPGA, 2026.'
date_created: 2026-09-20T15:30:48Z
date_updated: 2026-09-24T12:29:24Z
department:
- _id: '103'
doi: 10.48550/arXiv.2607.13106
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
status: public
title: 'No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO
  on FPGA'
type: working_paper
user_id: '220548'
year: '2026'
...
---
_id: '7141'
abstract:
- lang: eng
  text: "                  This tutorial provides a comprehensive and intuitive journey
    through the evolution of deep generative models, tracing a clear path from the
    foundations of Principal Component Analysis (PCA) to modern Variational Autoencoders
    (VAEs), showing how each method solves the limitations of the previous one. We
    begin with PCA, a linear tool for reducing data dimensions. Its inability to model
    non-linear patterns motivates the use of Autoencoders (AEs), which use neural
    networks to learn flexible, compressed representations. However, AEs lack a probabilistic
    framework, preventing them from generating new data. VAEs address this by treating
    the latent space as a probability distribution, enabling data generation. We compare
    the three methods through theoretical analysis, experiments, and step-by-step
    numerical examples that show exactly how each model compresses data—a detail often
    missing elsewhere. Unlike resources that treat these topics separately, we connect
    them into a single narrative, building intuition progressively from linear to
    probabilistic deep generative models.\r\n                "
article_number: '23'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: Mahmoud M.
  full_name: Eid, Mahmoud M.
  last_name: Eid
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Eid,
    Mahmoud M.</span>: The Path from PCA to Autoencoders to Variational Autoencoders:
    Building Intuition for Deep Generative Modeling. In: <i>Stats</i> Bd. 9, MDPI
    AG (2026), Nr. 2'
  ama: 'Tharwat A, Eid MM. The Path from PCA to Autoencoders to Variational Autoencoders:
    Building Intuition for Deep Generative Modeling. <i>Stats</i>. 2026;9(2). doi:<a
    href="https://doi.org/10.3390/stats9020023">10.3390/stats9020023</a>'
  apa: 'Tharwat, A., &#38; Eid, M. M. (2026). The Path from PCA to Autoencoders to
    Variational Autoencoders: Building Intuition for Deep Generative Modeling. <i>Stats</i>,
    <i>9</i>(2). <a href="https://doi.org/10.3390/stats9020023">https://doi.org/10.3390/stats9020023</a>'
  bibtex: '@article{Tharwat_Eid_2026, title={The Path from PCA to Autoencoders to
    Variational Autoencoders: Building Intuition for Deep Generative Modeling}, volume={9},
    DOI={<a href="https://doi.org/10.3390/stats9020023">10.3390/stats9020023</a>},
    number={223}, journal={Stats}, publisher={MDPI AG}, author={Tharwat, Alaa and
    Eid, Mahmoud M.}, year={2026} }'
  chicago: 'Tharwat, Alaa, and Mahmoud M. Eid. “The Path from PCA to Autoencoders
    to Variational Autoencoders: Building Intuition for Deep Generative Modeling.”
    <i>Stats</i> 9, no. 2 (2026). <a href="https://doi.org/10.3390/stats9020023">https://doi.org/10.3390/stats9020023</a>.'
  ieee: 'A. Tharwat and M. M. Eid, “The Path from PCA to Autoencoders to Variational
    Autoencoders: Building Intuition for Deep Generative Modeling,” <i>Stats</i>,
    vol. 9, no. 2, 2026.'
  mla: 'Tharwat, Alaa, and Mahmoud M. Eid. “The Path from PCA to Autoencoders to Variational
    Autoencoders: Building Intuition for Deep Generative Modeling.” <i>Stats</i>,
    vol. 9, no. 2, 23, MDPI AG, 2026, doi:<a href="https://doi.org/10.3390/stats9020023">10.3390/stats9020023</a>.'
  short: A. Tharwat, M.M. Eid, Stats 9 (2026).
date_created: 2026-09-07T11:05:40Z
date_updated: 2026-09-07T11:19:18Z
department:
- _id: '103'
doi: 10.3390/stats9020023
intvolume: '         9'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2571-905X/9/2/23
oa: '1'
publication: Stats
publication_identifier:
  eissn:
  - 2571-905X
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: 'The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition
  for Deep Generative Modeling'
type: journal_article
user_id: '231260'
volume: 9
year: '2026'
...
---
_id: '7142'
article_number: '134217'
author:
- first_name: Xenia Ricarda
  full_name: Steurer, Xenia Ricarda
  id: '249921'
  last_name: Steurer
- first_name: B.
  full_name: Kalik, B.
  last_name: Kalik
- first_name: D.
  full_name: Jakobs-Schönwandt, D.
  last_name: Jakobs-Schönwandt
- first_name: A.
  full_name: Grünberger, A.
  last_name: Grünberger
- first_name: 'Anant V. '
  full_name: 'Patel, Anant V. '
  id: '201870'
  last_name: Patel
citation:
  alphadin: '<span style="font-variant:small-caps;">Steurer, Xenia Ricarda</span>
    ; <span style="font-variant:small-caps;">Kalik, B.</span> ; <span style="font-variant:small-caps;">Jakobs-Schönwandt,
    D.</span> ; <span style="font-variant:small-caps;">Grünberger, A.</span> ; <span
    style="font-variant:small-caps;">Patel, Anant V. </span>: Development of a bioprocess
    with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative
    to glyphosate. In: <i>Bioresource Technology</i> Bd. 447, Elsevier BV (2026)'
  ama: Steurer XR, Kalik B, Jakobs-Schönwandt D, Grünberger A, Patel AV. Development
    of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar
    as an alternative to glyphosate. <i>Bioresource Technology</i>. 2026;447. doi:<a
    href="https://doi.org/10.1016/j.biortech.2026.134217">10.1016/j.biortech.2026.134217</a>
  apa: Steurer, X. R., Kalik, B., Jakobs-Schönwandt, D., Grünberger, A., &#38; Patel,
    A. V. (2026). Development of a bioprocess with Streptomyces setonensis to produce
    a novel herbicidal sugar as an alternative to glyphosate. <i>Bioresource Technology</i>,
    <i>447</i>. <a href="https://doi.org/10.1016/j.biortech.2026.134217">https://doi.org/10.1016/j.biortech.2026.134217</a>
  bibtex: '@article{Steurer_Kalik_Jakobs-Schönwandt_Grünberger_Patel_2026, title={Development
    of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar
    as an alternative to glyphosate}, volume={447}, DOI={<a href="https://doi.org/10.1016/j.biortech.2026.134217">10.1016/j.biortech.2026.134217</a>},
    number={134217}, journal={Bioresource Technology}, publisher={Elsevier BV}, author={Steurer,
    Xenia Ricarda and Kalik, B. and Jakobs-Schönwandt, D. and Grünberger, A. and Patel,
    Anant V. }, year={2026} }'
  chicago: Steurer, Xenia Ricarda, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger,
    and Anant V.  Patel. “Development of a Bioprocess with Streptomyces Setonensis
    to Produce a Novel Herbicidal Sugar as an Alternative to Glyphosate.” <i>Bioresource
    Technology</i> 447 (2026). <a href="https://doi.org/10.1016/j.biortech.2026.134217">https://doi.org/10.1016/j.biortech.2026.134217</a>.
  ieee: X. R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, and A. V. Patel,
    “Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal
    sugar as an alternative to glyphosate,” <i>Bioresource Technology</i>, vol. 447,
    2026.
  mla: Steurer, Xenia Ricarda, et al. “Development of a Bioprocess with Streptomyces
    Setonensis to Produce a Novel Herbicidal Sugar as an Alternative to Glyphosate.”
    <i>Bioresource Technology</i>, vol. 447, 134217, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.biortech.2026.134217">10.1016/j.biortech.2026.134217</a>.
  short: X.R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, A.V. Patel,
    Bioresource Technology 447 (2026).
date_created: 2026-09-07T11:10:46Z
date_updated: 2026-09-07T11:19:11Z
department:
- _id: '103'
doi: 10.1016/j.biortech.2026.134217
intvolume: '       447'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S0960852426002981?via%3Dihub
oa: '1'
publication: Bioresource Technology
publication_identifier:
  issn:
  - '09608524'
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Development of a bioprocess with Streptomyces setonensis to produce a novel
  herbicidal sugar as an alternative to glyphosate
type: journal_article
user_id: '231260'
volume: 447
year: '2026'
...
---
_id: '7135'
abstract:
- lang: eng
  text: "Die Transformation hin zu einer Circular Economy erfordert nicht nur neue
    Technologien und Geschäftsmodelle, sondern vor allem neues Wissen und praxisnahes
    Know-how. Unternehmen, Organisationen und Einzelpersonen stehen vor der Herausforderung,
    eigene Kompetenzen systematisch aufzubauen und diese an ihre individuellen Bedarfe
    anzupassen, vom ersten Einstieg bis hin zur strategischen Umsetzung. \r\nDie Qualifizierungsroadmap
    ist nicht nur ein reiner Lernpfad, sondern fungiert als praxisorientierter Leitfaden
    für Unternehmen, Organisationen und Einzelpersonen, die sich aktiv mit konkreten
    Themen, Handlungsfeldern und Umsetzungsmöglichkeiten im Bereich Circular Economy
    auseinandersetzen möchten.\r\nDarüber hinaus gibt die Roadmap Auskunft über vorhandene
    Qualifizierungsangebote und bietet Orientierung für einen sinnvollen und individuellen
    Aufbau sowie die flexible Kombination von Lerninhalten – abgestimmt auf die eigene
    Zielsetzung, das verfügbare Zeitbudget und den gewünschten Praxisbezug."
author:
- first_name: Leon
  full_name: Diel, Leon
  id: '235442'
  last_name: Diel
  orcid: 0009-0003-1457-6377
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-1457-6377/work/225633070
- first_name: Joy
  full_name: Remberg, Joy
  id: '250953'
  last_name: Remberg
- first_name: Eva
  full_name: Schwenzfeier-Hellkamp, Eva
  id: '72528'
  last_name: Schwenzfeier-Hellkamp
  orcid: 0000-0002-3020-1343
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3020-1343/work/225633071
- first_name: Beate
  full_name: Kolkmann, Beate
  last_name: Kolkmann
- first_name: Kerstin
  full_name: Schmidt, Kerstin
  last_name: Schmidt
- first_name: Anna
  full_name: Penner, Anna
  last_name: Penner
- first_name: Sarah
  full_name: Kleinhans, Sarah
  last_name: Kleinhans
- first_name: Friederike
  full_name: David, Friederike
  last_name: David
- first_name: Rolf Olaf
  full_name: Meyer, Rolf Olaf
  last_name: Meyer
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Diel,
    Leon</span> ; <span style="font-variant:small-caps;">Remberg, Joy</span> ; <span
    style="font-variant:small-caps;">Schwenzfeier-Hellkamp, Eva</span> ; <span style="font-variant:small-caps;">Kolkmann,
    Beate</span> ; <span style="font-variant:small-caps;">Schmidt, Kerstin</span>
    ; <span style="font-variant:small-caps;">Penner, Anna</span> ; <span style="font-variant:small-caps;">Kleinhans,
    Sarah</span> ; <span style="font-variant:small-caps;">David, Friederike</span>
    ; u. a.</span>: <i>Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich
    Circular Economy</i> : Hochschule Bielefeld, 2026'
  ama: Diel L, Remberg J, Schwenzfeier-Hellkamp E, et al. <i>Qualifizierungsroadmap
    - Wege Zur Qualifizierung Im Bereich Circular Economy</i>. Hochschule Bielefeld;
    2026.
  apa: Diel, L., Remberg, J., Schwenzfeier-Hellkamp, E., Kolkmann, B., Schmidt, K.,
    Penner, A., … Meyer, R. O. (2026). <i>Qualifizierungsroadmap - Wege zur Qualifizierung
    im Bereich Circular Economy</i>. Hochschule Bielefeld.
  bibtex: '@book{Diel_Remberg_Schwenzfeier-Hellkamp_Kolkmann_Schmidt_Penner_Kleinhans_David_Meyer_2026,
    title={Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy},
    publisher={Hochschule Bielefeld}, author={Diel, Leon and Remberg, Joy and Schwenzfeier-Hellkamp,
    Eva and Kolkmann, Beate and Schmidt, Kerstin and Penner, Anna and Kleinhans, Sarah
    and David, Friederike and Meyer, Rolf Olaf}, year={2026} }'
  chicago: Diel, Leon, Joy Remberg, Eva Schwenzfeier-Hellkamp, Beate Kolkmann, Kerstin
    Schmidt, Anna Penner, Sarah Kleinhans, Friederike David, and Rolf Olaf Meyer.
    <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy</i>.
    Hochschule Bielefeld, 2026.
  ieee: L. Diel <i>et al.</i>, <i>Qualifizierungsroadmap - Wege zur Qualifizierung
    im Bereich Circular Economy</i>. Hochschule Bielefeld, 2026.
  mla: Diel, Leon, et al. <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich
    Circular Economy</i>. Hochschule Bielefeld, 2026.
  short: L. Diel, J. Remberg, E. Schwenzfeier-Hellkamp, B. Kolkmann, K. Schmidt, A.
    Penner, S. Kleinhans, F. David, R.O. Meyer, Qualifizierungsroadmap - Wege Zur
    Qualifizierung Im Bereich Circular Economy, Hochschule Bielefeld, 2026.
date_created: 2026-09-03T06:58:58Z
date_updated: 2026-09-04T14:01:15Z
department:
- _id: '103'
file:
- access_level: open_access
  content_type: application/pdf
  creator: ldiel
  date_created: 2026-09-03T06:56:57Z
  date_updated: 2026-09-03T06:56:57Z
  file_id: '7136'
  file_name: 2026_09_02_Roadmap.pdf
  file_size: 6641189
  relation: main_file
  success: 1
file_date_updated: 2026-09-03T06:56:57Z
has_accepted_license: '1'
keyword:
- Circular Economy
- Qualifizierung
- Weiterbildung
- Roadmap
- Orientierung
language:
- iso: eng
oa: '1'
publisher: Hochschule Bielefeld
status: public
title: Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: working_paper
urn: urn:nbn:de:hbz:bi10-71353
user_id: '220548'
year: '2026'
...
---
_id: '7118'
author:
- first_name: Vahid
  full_name: Jamebozorgi, Vahid
  id: '242086'
  last_name: Jamebozorgi
  orcid: 0009-0005-5700-3549
- first_name: Christian
  full_name: Schröder, Christian
  last_name: Schröder
citation:
  alphadin: '<span style="font-variant:small-caps;">Jamebozorgi, Vahid</span> ; <span
    style="font-variant:small-caps;">Schröder, Christian</span>: Virtual Characterization
    Lab: A python toolkit for material characterization from molecular dynamics. In:
    , <i>Verhandlungen der Deutschen Physikalischen Gesellschaft </i>. Bd. 61 (2026),
    Nr. 2'
  ama: 'Jamebozorgi V, Schröder C. Virtual Characterization Lab: A python toolkit
    for material characterization from molecular dynamics. 2026;61(2).'
  apa: 'Jamebozorgi, V., &#38; Schröder, C. (2026). Virtual Characterization Lab:
    A python toolkit for material characterization from molecular dynamics. Presented
    at the Frühjahrstagung der Deutschen Physikalischen Gesellschaft, Dresden.'
  bibtex: '@article{Jamebozorgi_Schröder_2026, series={Verhandlungen der Deutschen
    Physikalischen Gesellschaft }, title={Virtual Characterization Lab: A python toolkit
    for material characterization from molecular dynamics}, volume={61}, number={2},
    author={Jamebozorgi, Vahid and Schröder, Christian}, year={2026}, collection={Verhandlungen
    der Deutschen Physikalischen Gesellschaft } }'
  chicago: 'Jamebozorgi, Vahid, and Christian Schröder. “Virtual Characterization
    Lab: A Python Toolkit for Material Characterization from Molecular Dynamics.”
    Verhandlungen Der Deutschen Physikalischen Gesellschaft , 2026.'
  ieee: 'V. Jamebozorgi and C. Schröder, “Virtual Characterization Lab: A python toolkit
    for material characterization from molecular dynamics,” vol. 61, no. 2. 2026.'
  mla: 'Jamebozorgi, Vahid, and Christian Schröder. <i>Virtual Characterization Lab:
    A Python Toolkit for Material Characterization from Molecular Dynamics</i>. Vol.
    61, no. 2, 2026.'
  short: V. Jamebozorgi, C. Schröder, 61 (2026).
conference:
  end_date: 2026-03-13
  location: Dresden
  name: Frühjahrstagung der Deutschen Physikalischen Gesellschaft
  start_date: 2026-03-08
date_created: 2026-08-24T16:10:31Z
date_updated: 2026-08-28T15:31:39Z
department:
- _id: '103'
intvolume: '        61'
issue: '2'
language:
- iso: eng
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
  name: Bielefelder Institut für Angewandte Materialforschung
publication_identifier:
  eissn:
  - '751-0522 '
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
  name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
series_title: 'Verhandlungen der Deutschen Physikalischen Gesellschaft '
status: public
title: 'Virtual Characterization Lab: A python toolkit for material characterization
  from molecular dynamics'
type: conference_abstract
user_id: '220548'
volume: 61
year: '2026'
...
---
_id: '7120'
abstract:
- lang: eng
  text: Current simulation workflows overwhelmingly rely on idealized or implicit
    microstructures, which prevents true side‑by‑side comparison with experiments
    and slows methodological progress. Directly simulating experimentally identical
    samples—using atomistic and continuum models—is a critical yet largely unrealized
    step toward predictive, microstructure‑aware materials discovery. In this work,
    we introduce MultiBEST, a unified GUI‑based framework that constructs experimentally
    faithful atomistic and continuum models directly from 2D micrographs, EBSD data,
    or simple user sketches. The resulting continuum representations explicitly resolve
    grain boundaries as crystallography‑aware volumetric interfaces with distinct
    properties, enabling multiscale modelling that approaches atomistic‑level fidelity.
    MultiBEST delivers an end‑to‑end pipeline—from image processing to final model
    export—with tunable computational cost, from rapid prototyping to large‑scale
    simulations.
author:
- first_name: Vahid
  full_name: Jamebozorgi, Vahid
  id: '242086'
  last_name: Jamebozorgi
  orcid: 0009-0005-5700-3549
- first_name: Robin
  full_name: Quisbrok, Robin
  last_name: Quisbrok
- first_name: Amirbahador
  full_name: Nasari, Amirbahador
  last_name: Nasari
- first_name: Christian
  full_name: Schröder, Christian
  id: '35809'
  last_name: Schröder
  orcid: 0000-0002-6391-6548
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113793
citation:
  alphadin: '<span style="font-variant:small-caps;">Jamebozorgi, Vahid</span> ; <span
    style="font-variant:small-caps;">Quisbrok, Robin</span> ; <span style="font-variant:small-caps;">Nasari,
    Amirbahador</span> ; <span style="font-variant:small-caps;">Schröder, Christian</span>:
    <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i> :
    Vahid Jamebozorgi, self-published, 2026'
  ama: Jamebozorgi V, Quisbrok R, Nasari A, Schröder C. <i>MultiBEST – Multiscale/Multiphase
    Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published;
    2026.
  apa: Jamebozorgi, V., Quisbrok, R., Nasari, A., &#38; Schröder, C. (2026). <i>MultiBEST
    – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid
    Jamebozorgi, self-published.
  bibtex: '@book{Jamebozorgi_Quisbrok_Nasari_Schröder_2026, title={MultiBEST – Multiscale/Multiphase
    Bridging Experiment and Simulation Toolkit}, publisher={Vahid Jamebozorgi, self-published},
    author={Jamebozorgi, Vahid and Quisbrok, Robin and Nasari, Amirbahador and Schröder,
    Christian}, year={2026} }'
  chicago: Jamebozorgi, Vahid, Robin Quisbrok, Amirbahador Nasari, and Christian Schröder.
    <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>.
    Vahid Jamebozorgi, self-published, 2026.
  ieee: V. Jamebozorgi, R. Quisbrok, A. Nasari, and C. Schröder, <i>MultiBEST – Multiscale/Multiphase
    Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published,
    2026.
  mla: Jamebozorgi, Vahid, et al. <i>MultiBEST – Multiscale/Multiphase Bridging Experiment
    and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.
  short: V. Jamebozorgi, R. Quisbrok, A. Nasari, C. Schröder, MultiBEST – Multiscale/Multiphase
    Bridging Experiment and Simulation Toolkit, Vahid Jamebozorgi, self-published,
    2026.
date_created: 2026-08-24T16:35:13Z
date_updated: 2026-08-28T13:46:33Z
department:
- _id: '103'
keyword:
- Atomistic simulation
- EBSD
- Mesh generation
- Finite element methods
- Image processing
- Digital-twin
- Multiscale modeling
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
  name: Bielefelder Institut für Angewandte Materialforschung
publisher: Vahid Jamebozorgi, self-published
related_material:
  link:
  - relation: confirmation
    url: https://github.com/Vahid-jb/MultiBEST---Multiscale-Multiphase-Bridging-Experiment-and-Simulation-Toolkit
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
  name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
status: public
title: MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit
type: research_data
user_id: '242086'
year: '2026'
...
---
_id: '7119'
abstract:
- lang: eng
  text: Material discovery using traditional experimental methods is a slow and costly
    process, often limited by the sampling process, characterization condition constraints,
    and the requirement for expensive equipment. While computational tools have transformed
    materials research by accelerating the investigation of material properties, a
    significant gap remains in connecting high-fidelity simulations with established
    experimental characterization techniques. Virtual Characterization Lab (VCL),
    a unified, open-source toolkit designed to bridge this gap. The VCL streamlines
    pre- and post-processing workflows—primarily designed for, but not limited to,
    molecular dynamics (MD) simulations. It enables researchers to analyze crystallography
    and generate essential characterization data, including X-ray Diffraction (XRD),
    Selected Area Electron Diffraction (SAED), Vibrational Density of States (VDOS),
    and Infrared (IR) spectra, all within a single, intuitive graphical user interface
    (GUI). By integrating every step from initial structure preparation to final data
    visualization, the VCL accelerates materials discovery by making virtual characterization
    more efficient, accessible, and directly comparable to experimental results.
author:
- first_name: Vahid
  full_name: Jamebozorgi, Vahid
  id: '242086'
  last_name: Jamebozorgi
  orcid: 0009-0005-5700-3549
- first_name: Robin
  full_name: Quisbrok, Robin
  last_name: Quisbrok
- first_name: Christian
  full_name: Schröder, Christian
  id: '35809'
  last_name: Schröder
  orcid: 0000-0002-6391-6548
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113776
citation:
  alphadin: '<span style="font-variant:small-caps;">Jamebozorgi, Vahid</span> ; <span
    style="font-variant:small-caps;">Quisbrok, Robin</span> ; <span style="font-variant:small-caps;">Schröder,
    Christian</span>: <i>Virtual Characterization Lab Toolkit</i> : Vahid Jamebozorgi,
    self-published, 2026'
  ama: Jamebozorgi V, Quisbrok R, Schröder C. <i>Virtual Characterization Lab Toolkit</i>.
    Vahid Jamebozorgi, self-published; 2026.
  apa: Jamebozorgi, V., Quisbrok, R., &#38; Schröder, C. (2026). <i>Virtual Characterization
    Lab Toolkit</i>. Vahid Jamebozorgi, self-published.
  bibtex: '@book{Jamebozorgi_Quisbrok_Schröder_2026, title={Virtual Characterization
    Lab Toolkit}, publisher={Vahid Jamebozorgi, self-published}, author={Jamebozorgi,
    Vahid and Quisbrok, Robin and Schröder, Christian}, year={2026} }'
  chicago: Jamebozorgi, Vahid, Robin Quisbrok, and Christian Schröder. <i>Virtual
    Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.
  ieee: V. Jamebozorgi, R. Quisbrok, and C. Schröder, <i>Virtual Characterization
    Lab Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.
  mla: Jamebozorgi, Vahid, et al. <i>Virtual Characterization Lab Toolkit</i>. Vahid
    Jamebozorgi, self-published, 2026.
  short: V. Jamebozorgi, R. Quisbrok, C. Schröder, Virtual Characterization Lab Toolkit,
    Vahid Jamebozorgi, self-published, 2026.
date_created: 2026-08-24T16:29:50Z
date_updated: 2026-08-28T13:46:22Z
department:
- _id: '103'
keyword:
- Atomistic simulation
- Defects
- XRD
- TEM
- Vibrational analysis
- Virtual material characterization
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
  name: Bielefelder Institut für Angewandte Materialforschung
publisher: Vahid Jamebozorgi, self-published
related_material:
  link:
  - relation: confirmation
    url: https://github.com/Vahid-jb/Virtual-Characterization-Lab-Toolkit
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
  name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
status: public
title: Virtual Characterization Lab Toolkit
type: research_data
user_id: '242086'
year: '2026'
...
---
_id: '7044'
abstract:
- lang: eng
  text: "Der Circular Skills Guide unterstützt die praxisnahe Vermittlung von Kompetenzen
    im Bereich Circular Economy. Er bündelt erprobte Qualifizierungsformate und stellt
    diese als übertragbare Orientierungshilfen und praktische Blaupausen für unterschiedliche
    Bildungs- und Anwendungskontexte bereit. Anhand konkreter Beispiele werden Lernformate,
    Methoden und Werkzeuge vorgestellt, die den Aufbau von Circular-Economy-Kompetenzen
    fördern und flexibel an verschiedene Zielgruppen und Rahmenbedingungen angepasst
    werden können.\r\nDie Publikation richtet sich an Multiplikator:innen, Unternehmen,
    Bildungseinrichtungen, Kammern sowie weitere Organisationen, die Qualifizierungsangebote
    im Bereich Circular Economy gestalten, auswählen oder weiterentwickeln möchten.
    Sie unterstützt die Entwicklung praxisnaher Bildungsangebote in Schule, Hochschule,
    beruflicher Bildung und Weiterbildung.\r\nAlle beschriebenen Qualifizierungsformate
    folgen einem einheitlichen Aufbau. Neben Zielgruppen, Lernzielen sowie geeigneten
    Methoden und Werkzeugen enthält der Guide Hinweise zur Übertragbarkeit der Formate,
    Empfehlungen für deren Umsetzung sowie eine grobe Zeitplanung. Dadurch bietet
    die Publikation eine praxisorientierte Grundlage für die Konzeption und Durchführung
    von Qualifizierungsmaßnahmen im Kontext der Circular Economy.\r\n"
author:
- first_name: Leon
  full_name: Diel, Leon
  id: '235442'
  last_name: Diel
  orcid: 0009-0003-1457-6377
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-1457-6377/work/220015641
- first_name: Friederike
  full_name: David, Friederike
  last_name: David
- first_name: Sarah
  full_name: Kleinhans, Sarah
  last_name: Kleinhans
- first_name: Beate
  full_name: Kolkmann, Beate
  last_name: Kolkmann
- first_name: Rolf Olaf
  full_name: Meyer, Rolf Olaf
  last_name: Meyer
- first_name: Anna
  full_name: Penner, Anna
  last_name: Penner
- first_name: Joy
  full_name: Remberg, Joy
  id: '250953'
  last_name: Remberg
- first_name: Fabian
  full_name: Schoden, Fabian
  id: '210954'
  last_name: Schoden
  orcid: 0000-0002-2481-7141
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2481-7141/work/220009761
- first_name: Kerstin
  full_name: Schmidt, Kerstin
  last_name: Schmidt
- first_name: Eva
  full_name: Schwenzfeier-Hellkamp, Eva
  id: '72528'
  last_name: Schwenzfeier-Hellkamp
  orcid: 0000-0002-3020-1343
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3020-1343/work/220009762
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Diel,
    Leon</span> ; <span style="font-variant:small-caps;">David, Friederike</span>
    ; <span style="font-variant:small-caps;">Kleinhans, Sarah</span> ; <span style="font-variant:small-caps;">Kolkmann,
    Beate</span> ; <span style="font-variant:small-caps;">Meyer, Rolf Olaf</span>
    ; <span style="font-variant:small-caps;">Penner, Anna</span> ; <span style="font-variant:small-caps;">Remberg,
    Joy</span> ; <span style="font-variant:small-caps;">Schoden, Fabian</span> ; u. a.</span>:
    <i>Circular Skills Guide</i>. Bielefeld, 2026'
  ama: Diel L, David F, Kleinhans S, et al. <i>Circular Skills Guide</i>. Bielefeld;
    2026.
  apa: Diel, L., David, F., Kleinhans, S., Kolkmann, B., Meyer, R. O., Penner, A.,
    … Schwenzfeier-Hellkamp, E. (2026). <i>Circular Skills Guide</i>. Bielefeld.
  bibtex: '@book{Diel_David_Kleinhans_Kolkmann_Meyer_Penner_Remberg_Schoden_Schmidt_Schwenzfeier-Hellkamp_2026,
    place={Bielefeld}, title={Circular Skills Guide}, author={Diel, Leon and David,
    Friederike and Kleinhans, Sarah and Kolkmann, Beate and Meyer, Rolf Olaf and Penner,
    Anna and Remberg, Joy and Schoden, Fabian and Schmidt, Kerstin and Schwenzfeier-Hellkamp,
    Eva}, year={2026} }'
  chicago: Diel, Leon, Friederike David, Sarah Kleinhans, Beate Kolkmann, Rolf Olaf
    Meyer, Anna Penner, Joy Remberg, Fabian Schoden, Kerstin Schmidt, and Eva Schwenzfeier-Hellkamp.
    <i>Circular Skills Guide</i>. Bielefeld, 2026.
  ieee: L. Diel <i>et al.</i>, <i>Circular Skills Guide</i>. Bielefeld, 2026.
  mla: Diel, Leon, et al. <i>Circular Skills Guide</i>. 2026.
  short: L. Diel, F. David, S. Kleinhans, B. Kolkmann, R.O. Meyer, A. Penner, J. Remberg,
    F. Schoden, K. Schmidt, E. Schwenzfeier-Hellkamp, Circular Skills Guide, Bielefeld,
    2026.
date_created: 2026-07-08T08:25:29Z
date_updated: 2026-08-06T06:41:02Z
department:
- _id: '103'
file:
- access_level: open_access
  content_type: application/pdf
  creator: ldiel
  date_created: 2026-07-08T08:17:43Z
  date_updated: 2026-07-08T08:17:43Z
  file_id: '7045'
  file_name: Circular_Skills_Guide_07-2026.pdf
  file_size: 619132
  relation: main_file
  success: 1
file_date_updated: 2026-07-08T08:17:43Z
has_accepted_license: '1'
keyword:
- Circular Economy
- Kreislaufwirtschaft
- Circular Skills
- Qualifizierung
- Kompetenzentwicklung
- Hochschullehre
- Nachhaltige Produktentwicklung
- Zirkuläre Wertschöpfung
- Weiterbildung
- Wissenstransfer
- Lehr-Lern-Formate
- Nachhaltigkeit
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.cirqualityowl.de/wp-content/uploads/2026/07/Circular_Skills_Guide_07-2026.pdf
oa: '1'
page: '40'
place: Bielefeld
publication_status: published
status: public
title: Circular Skills Guide
type: book
urn: urn:nbn:de:hbz:bi10-70445
user_id: '220548'
year: '2026'
...
---
_id: '7068'
abstract:
- lang: eng
  text: 'Adopting digital twin technologies in small andmedium-sized enterprises (SMEs)
    is often hinderedby heterogeneous, poorly documented productiondata. Current semantic
    type detection approachesrequire massive labeled datasets making themimpractical
    for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based
    classification with selective largelanguage model (LLM) reasoning formanufacturing-specific
    data types. The two-stagearchitecture uses rule-based patterns for high-confidence
    cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on
    fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within
    7 24 percentagepoints of pure LLM classification performancewhile reducing LLM
    invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework
    addresses a critical gap: automated,computationally efficient data type recognition
    formanufacturing SMEs without requiring trainingdata, contributing to automated
    simulation anddigital twin construction.'
author:
- first_name: Lina
  full_name: Döring, Lina
  id: '231689'
  last_name: Döring
  orcid: 0009-0000-3555-4183
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189
- first_name: Sebastian
  full_name: Trojahn, Sebastian
  last_name: Trojahn
- first_name: Pascal
  full_name: Reusch, Pascal
  id: '223271'
  last_name: Reusch
citation:
  alphadin: '<span style="font-variant:small-caps;">Döring, Lina</span> ; <span style="font-variant:small-caps;">Trojahn,
    Sebastian</span> ; <span style="font-variant:small-caps;">Reusch, Pascal</span>:
    Smart data adapter: A hybrid pattern-LLM approach. In: <span style="font-variant:small-caps;">Behrendt,
    F.</span> ; <span style="font-variant:small-caps;">Zadek, H.</span> ; <span style="font-variant:small-caps;">Janmontree,
    J.</span> ; <span style="font-variant:small-caps;">Trojahn, S.</span> ; <span
    style="font-variant:small-caps;">Lang, S.</span> (Hrsg.): <i>19th International
    Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> :
    Otto von Guericke University Library, Magdeburg, Germany, 2026'
  ama: 'Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach.
    In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. <i>19th International
    Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>.
    Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:<a href="https://doi.org/10.25673/123544">10.25673/123544</a>'
  apa: 'Döring, L., Trojahn, S., &#38; Reusch, P. (2026). Smart data adapter: A hybrid
    pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &#38;
    S. Lang (Eds.), <i>19th International Doctoral Students Workshop on Logistics,
    Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University
    Library, Magdeburg, Germany. <a href="https://doi.org/10.25673/123544">https://doi.org/10.25673/123544</a>'
  bibtex: '@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A
    hybrid pattern-LLM approach}, DOI={<a href="https://doi.org/10.25673/123544">10.25673/123544</a>},
    booktitle={19th International Doctoral Students Workshop on Logistics, Supply
    Chain and Production Management}, publisher={Otto von Guericke University Library,
    Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal},
    editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn,
    Sebastian and Lang, SebastianEditors}, year={2026} }'
  chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter:
    A Hybrid Pattern-LLM Approach.” In <i>19th International Doctoral Students Workshop
    on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt,
    Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto
    von Guericke University Library, Magdeburg, Germany, 2026. <a href="https://doi.org/10.25673/123544">https://doi.org/10.25673/123544</a>.'
  ieee: 'L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM
    approach,” in <i>19th International Doctoral Students Workshop on Logistics, Supply
    Chain and Production Management</i>, Magdeburg, 2026.'
  mla: 'Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.”
    <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and
    Production Management</i>, edited by Fabian Behrendt et al., Otto von Guericke
    University Library, Magdeburg, Germany, 2026, doi:<a href="https://doi.org/10.25673/123544">10.25673/123544</a>.'
  short: 'L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree,
    S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics,
    Supply Chain and Production Management, Otto von Guericke University Library,
    Magdeburg, Germany, 2026.'
conference:
  end_date: 2026-06-16
  location: Magdeburg
  name: 19th International Doctoral Students Workshop on Logistics, Supply Chain and
    Production Management
  start_date: 2026-06-15
date_created: 2026-07-16T18:51:32Z
date_updated: 2026-07-20T08:11:01Z
department:
- _id: '103'
doi: 10.25673/123544
editor:
- first_name: Fabian
  full_name: Behrendt, Fabian
  last_name: Behrendt
- first_name: Hartmut
  full_name: Zadek, Hartmut
  last_name: Zadek
- first_name: Jettarat
  full_name: Janmontree, Jettarat
  last_name: Janmontree
- first_name: Sebastian
  full_name: Trojahn, Sebastian
  last_name: Trojahn
- first_name: Sebastian
  full_name: Lang, Sebastian
  last_name: Lang
keyword:
- Semantic Data Type Detection
- DigitalTwin
- Manufacturing SMEs
- Zero-shot Learning
- Hybrid AI
- LLM
language:
- iso: eng
main_file_link:
- url: https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 19th International Doctoral Students Workshop on Logistics, Supply Chain
  and Production Management
publication_status: published
publisher: Otto von Guericke University Library, Magdeburg, Germany
quality_controlled: '1'
status: public
title: 'Smart data adapter: A hybrid pattern-LLM approach'
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '6598'
abstract:
- lang: ger
  text: Aspekte wie Nachhaltigkeit und Ressourcenschutz spielen nicht nur aus ökologischen,
    sondern auch aus ökonomischen Gründen eine zunehmend wichtige Rolle. Dies zeigt
    sich auch im Produktdesign. Wer heute Produkte entwickelt, sollte direkt den Lebenszyklus,
    die Chancen zur Verlängerung der Nutzungsphase und das Ende des Produktlebens
    mitdenken. Dies dürfte mittelfristig zu Wettbewerbsvorteilen führen. Ineinandergreifende
    Strategien bieten eine ganzheitliche Lösung.
article_type: review
author:
- first_name: Stephan
  full_name: Kartelmeyer, Stephan
  id: '71369'
  last_name: Kartelmeyer
- first_name: Angela
  full_name: Ries, Angela
  id: '243082'
  last_name: Ries
citation:
  alphadin: '<span style="font-variant:small-caps;">Kartelmeyer, Stephan</span> ;
    <span style="font-variant:small-caps;">Ries, Angela</span>: Neun entscheidende
    Punkte. In: <i>Kunststoffe</i> Bd. 116, Carl Hanser Verlag (2026), Nr. 2, S. 20–24'
  ama: Kartelmeyer S, Ries A. Neun entscheidende Punkte. <i>Kunststoffe</i>. 2026;116(2):20-24.
  apa: Kartelmeyer, S., &#38; Ries, A. (2026). Neun entscheidende Punkte. <i>Kunststoffe</i>,
    <i>116</i>(2), 20–24.
  bibtex: '@article{Kartelmeyer_Ries_2026, title={Neun entscheidende Punkte}, volume={116},
    number={2}, journal={Kunststoffe}, publisher={Carl Hanser Verlag}, author={Kartelmeyer,
    Stephan and Ries, Angela}, year={2026}, pages={20–24} }'
  chicago: 'Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i>
    116, no. 2 (2026): 20–24.'
  ieee: S. Kartelmeyer and A. Ries, “Neun entscheidende Punkte,” <i>Kunststoffe</i>,
    vol. 116, no. 2, pp. 20–24, 2026.
  mla: Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i>,
    vol. 116, no. 2, Carl Hanser Verlag, 2026, pp. 20–24.
  short: S. Kartelmeyer, A. Ries, Kunststoffe 116 (2026) 20–24.
date_created: 2026-02-09T16:14:22Z
date_updated: 2026-07-08T10:54:20Z
department:
- _id: '103'
intvolume: '       116'
issue: '2'
keyword:
- Kreislaufwirtschaft
- Circular Economy
- R-Prinzip
- Design for R
language:
- iso: ger
page: 20-24
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
  name: Bielefelder Institut für Angewandte Materialforschung
publication: Kunststoffe
publication_status: published
publisher: Carl Hanser Verlag
status: public
title: Neun entscheidende Punkte
type: journal_article
user_id: '71369'
volume: 116
year: '2026'
...
---
_id: '7037'
abstract:
- lang: eng
  text: 'The development of resource-efficient products based on a comprehensive assessment
    of the R-principles is becoming increasingly important in the context of the Eco-Design
    Regulation. However, there is no basis for assessing c-Si photovoltaic modules
    in the context of REpair, REfurbish, and REmanufacture. The aim of this study
    is therefore to create an assessment basis including a definition framework and
    a selection of priority parts. The results are a basic functional and structural
    analysis, an initial catalog of criteria for a semi-quantitative assessment method,
    and a weighting of priority parts. It becomes clear that individual cells and
    connection components are particularly relevant for REpair and REfurbish. For
    REmanufacture, attention should be paid to the entirety of the cells, the frame,
    and the glass. Overall, a method is created that, in application, lays the foundation
    for a sustainable product design of photovoltaic modules improved for the circular
    economy and can be further optimized.              '
article_number: '5612'
article_type: original
author:
- first_name: Anna Katharina
  full_name: Schnatmann, Anna Katharina
  id: '233154'
  last_name: Schnatmann
- first_name: Heike
  full_name: Wulf, Heike
  last_name: Wulf
- first_name: Fabian
  full_name: Schoden, Fabian
  id: '210954'
  last_name: Schoden
  orcid: 0000-0002-2481-7141
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886
- first_name: Eva
  full_name: Schwenzfeier-Hellkamp, Eva
  id: '72528'
  last_name: Schwenzfeier-Hellkamp
  orcid: 0000-0002-3020-1343
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887
citation:
  alphadin: '<span style="font-variant:small-caps;">Schnatmann, Anna Katharina</span>
    ; <span style="font-variant:small-caps;">Wulf, Heike</span> ; <span style="font-variant:small-caps;">Schoden,
    Fabian</span> ; <span style="font-variant:small-caps;">Schwenzfeier-Hellkamp,
    Eva</span>: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV
    Modules—Method Development. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026),
    Nr. 11'
  ama: Schnatmann AK, Wulf H, Schoden F, Schwenzfeier-Hellkamp E. REpair-, REfurbish-
    and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>.
    2026;18(11). doi:<a href="https://doi.org/10.3390/su18115612">10.3390/su18115612</a>
  apa: Schnatmann, A. K., Wulf, H., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2026).
    REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method
    Development. <i>Sustainability</i>, <i>18</i>(11). <a href="https://doi.org/10.3390/su18115612">https://doi.org/10.3390/su18115612</a>
  bibtex: '@article{Schnatmann_Wulf_Schoden_Schwenzfeier-Hellkamp_2026, title={REpair-,
    REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development},
    volume={18}, DOI={<a href="https://doi.org/10.3390/su18115612">10.3390/su18115612</a>},
    number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann,
    Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp,
    Eva}, year={2026} }'
  chicago: Schnatmann, Anna Katharina, Heike Wulf, Fabian Schoden, and Eva Schwenzfeier-Hellkamp.
    “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method
    Development.” <i>Sustainability</i> 18, no. 11 (2026). <a href="https://doi.org/10.3390/su18115612">https://doi.org/10.3390/su18115612</a>.
  ieee: A. K. Schnatmann, H. Wulf, F. Schoden, and E. Schwenzfeier-Hellkamp, “REpair-,
    REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development,”
    <i>Sustainability</i>, vol. 18, no. 11, 2026.
  mla: Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability
    Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i>, vol.
    18, no. 11, 5612, MDPI AG, 2026, doi:<a href="https://doi.org/10.3390/su18115612">10.3390/su18115612</a>.
  short: A.K. Schnatmann, H. Wulf, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability
    18 (2026).
date_created: 2026-07-06T09:22:07Z
date_updated: 2026-07-07T05:52:44Z
department:
- _id: '103'
doi: 10.3390/su18115612
intvolume: '        18'
issue: '11'
keyword:
- assessment method
- circular economy
- c-Si photovoltaics
- refurbish
- remanufacture
- repair
- R-principles
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2071-1050/18/11/5612
oa: '1'
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: Sustainability
publication_identifier:
  eissn:
  - 2071-1050
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method
  Development
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '220548'
volume: 18
year: '2026'
...
---
_id: '6989'
author:
- first_name: Somayeh
  full_name: Sadeghi-Kohan, Somayeh
  last_name: Sadeghi-Kohan
- first_name: Muhammad
  full_name: Awais, Muhammad
  last_name: Awais
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '257333'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1837-2254/work/217757502
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
- first_name: Sybille
  full_name: Hellebrand, Sybille
  last_name: Hellebrand
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217757504
- first_name: Hans-Joachim
  full_name: Wunderlich, Hans-Joachim
  last_name: Wunderlich
citation:
  alphadin: '<span style="font-variant:small-caps;">Sadeghi-Kohan, Somayeh</span>
    ; <span style="font-variant:small-caps;">Awais, Muhammad</span> ; <span style="font-variant:small-caps;">Ahmed,
    Qazi Arbab</span> ; <span style="font-variant:small-caps;">Platzner, Marco</span>
    ; <span style="font-variant:small-caps;">Hellebrand, Sybille</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span> ; <span style="font-variant:small-caps;">Wunderlich, Hans-Joachim</span>:
    Reliability Assessment in Approximate Accelerator Synthesis. In: <span style="font-variant:small-caps;">IEEE</span>
    (Hrsg.): <i>2026 IEEE 29th International Symposium on Design and Diagnostics of
    Electronic Circuits and Systems (DDECS)</i> : IEEE, 2026, S. 1–5'
  ama: 'Sadeghi-Kohan S, Awais M, Ahmed QA, et al. Reliability Assessment in Approximate
    Accelerator Synthesis. In: IEEE, ed. <i>2026 IEEE 29th International Symposium
    on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE;
    2026:1-5. doi:<a href="https://doi.org/10.1109/DDECS69233.2026.11520985">10.1109/DDECS69233.2026.11520985</a>'
  apa: 'Sadeghi-Kohan, S., Awais, M., Ahmed, Q. A., Platzner, M., Hellebrand, S.,
    Jungeblut, T., &#38; Wunderlich, H.-J. (2026). Reliability Assessment in Approximate
    Accelerator Synthesis. In IEEE (Ed.), <i>2026 IEEE 29th International Symposium
    on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> (pp.
    1–5). Bratislava, Slovakia: IEEE. <a href="https://doi.org/10.1109/DDECS69233.2026.11520985">https://doi.org/10.1109/DDECS69233.2026.11520985</a>'
  bibtex: '@inproceedings{Sadeghi-Kohan_Awais_Ahmed_Platzner_Hellebrand_Jungeblut_Wunderlich_2026,
    title={Reliability Assessment in Approximate Accelerator Synthesis}, DOI={<a href="https://doi.org/10.1109/DDECS69233.2026.11520985">10.1109/DDECS69233.2026.11520985</a>},
    booktitle={2026 IEEE 29th International Symposium on Design and Diagnostics of
    Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Sadeghi-Kohan,
    Somayeh and Awais, Muhammad and Ahmed, Qazi Arbab and Platzner, Marco and Hellebrand,
    Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim}, editor={IEEEEditor},
    year={2026}, pages={1–5} }'
  chicago: Sadeghi-Kohan, Somayeh, Muhammad Awais, Qazi Arbab Ahmed, Marco Platzner,
    Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “Reliability
    Assessment in Approximate Accelerator Synthesis.” In <i>2026 IEEE 29th International
    Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>,
    edited by IEEE, 1–5. IEEE, 2026. <a href="https://doi.org/10.1109/DDECS69233.2026.11520985">https://doi.org/10.1109/DDECS69233.2026.11520985</a>.
  ieee: S. Sadeghi-Kohan <i>et al.</i>, “Reliability Assessment in Approximate Accelerator
    Synthesis,” in <i>2026 IEEE 29th International Symposium on Design and Diagnostics
    of Electronic Circuits and Systems (DDECS)</i>, Bratislava, Slovakia, 2026, pp.
    1–5.
  mla: Sadeghi-Kohan, Somayeh, et al. “Reliability Assessment in Approximate Accelerator
    Synthesis.” <i>2026 IEEE 29th International Symposium on Design and Diagnostics
    of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, IEEE, 2026, pp.
    1–5, doi:<a href="https://doi.org/10.1109/DDECS69233.2026.11520985">10.1109/DDECS69233.2026.11520985</a>.
  short: 'S. Sadeghi-Kohan, M. Awais, Q.A. Ahmed, M. Platzner, S. Hellebrand, T. Jungeblut,
    H.-J. Wunderlich, in: IEEE (Ed.), 2026 IEEE 29th International Symposium on Design
    and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2026, pp. 1–5.'
conference:
  end_date: 2026-04-29
  location: Bratislava, Slovakia
  name: 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic
    Circuits and Systems (DDECS)
  start_date: 2026-04-27
corporate_editor:
- IEEE
date_created: 2026-06-15T20:51:45Z
date_updated: 2026-06-17T06:25:27Z
department:
- _id: '103'
doi: 10.1109/DDECS69233.2026.11520985
language:
- iso: eng
page: 1-5
publication: 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic
  Circuits and Systems (DDECS)
publication_identifier:
  eisbn:
  - 979-8-3315-8229-6
publication_status: published
publisher: IEEE
status: public
title: Reliability Assessment in Approximate Accelerator Synthesis
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '6905'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215091196
- first_name: Malte
  full_name: Mechtenberg, Malte
  last_name: Mechtenberg
- first_name: Axel
  full_name: Schneider, Axel
  last_name: Schneider
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Mechtenberg, Malte</span> ; <span style="font-variant:small-caps;">Schneider,
    Axel</span>: Estimation of Motor Unit Parameters from Surface Electromyograms
    using an Informed Autoencoder. In: <i>arXiv</i> (2026)'
  ama: Balzereit K, Mechtenberg M, Schneider A. Estimation of Motor Unit Parameters
    from Surface Electromyograms using an Informed Autoencoder. <i>arXiv</i>. 2026.
    doi:<a href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>
  apa: Balzereit, K., Mechtenberg, M., &#38; Schneider, A. (2026). Estimation of Motor
    Unit Parameters from Surface Electromyograms using an Informed Autoencoder. <i>ArXiv</i>.
    <a href="https://doi.org/10.48550/ARXIV.2605.07458">https://doi.org/10.48550/ARXIV.2605.07458</a>
  bibtex: '@article{Balzereit_Mechtenberg_Schneider_2026, title={Estimation of Motor
    Unit Parameters from Surface Electromyograms using an Informed Autoencoder}, DOI={<a
    href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>},
    journal={arXiv}, author={Balzereit, Kaja and Mechtenberg, Malte and Schneider,
    Axel}, year={2026} }'
  chicago: Balzereit, Kaja, Malte Mechtenberg, and Axel Schneider. “Estimation of
    Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.”
    <i>ArXiv</i>, 2026. <a href="https://doi.org/10.48550/ARXIV.2605.07458">https://doi.org/10.48550/ARXIV.2605.07458</a>.
  ieee: K. Balzereit, M. Mechtenberg, and A. Schneider, “Estimation of Motor Unit
    Parameters from Surface Electromyograms using an Informed Autoencoder,” <i>arXiv</i>,
    2026.
  mla: Balzereit, Kaja, et al. “Estimation of Motor Unit Parameters from Surface Electromyograms
    Using an Informed Autoencoder.” <i>ArXiv</i>, 2026, doi:<a href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>.
  short: K. Balzereit, M. Mechtenberg, A. Schneider, ArXiv (2026).
date_created: 2026-05-18T14:04:15Z
date_updated: 2026-05-19T11:07:07Z
department:
- _id: '103'
doi: 10.48550/ARXIV.2605.07458
language:
- iso: eng
publication: arXiv
publication_status: published
status: public
title: Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed
  Autoencoder
type: journal_article
user_id: '261203'
year: '2026'
...
---
_id: '6893'
alternative_title:
- '"Prüfungen müssen weiterentwickelt werden"'
author:
- first_name: Fabian
  full_name: Schoden, Fabian
  id: '210954'
  last_name: Schoden
  orcid: 0000-0002-2481-7141
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2481-7141/work/214084601
citation:
  alphadin: '<span style="font-variant:small-caps;">Schoden, Fabian</span>: <i>KI
    in Prüfungen: Kontrollverlust oder Chance?</i>, <i>ORCA.nrw-Magazin</i>, 2026'
  ama: 'Schoden F. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i>; 2026:S. 18-19.'
  apa: 'Schoden, F. (2026). <i>KI in Prüfungen: Kontrollverlust oder Chance?</i> (p.
    S. 18-19).'
  bibtex: '@book{Schoden_2026, series={ORCA.nrw-Magazin}, title={KI in Prüfungen:
    Kontrollverlust oder Chance?}, author={Schoden, Fabian}, year={2026}, pages={S.
    18-19}, collection={ORCA.nrw-Magazin} }'
  chicago: 'Schoden, Fabian. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i>
    ORCA.Nrw-Magazin, 2026.'
  ieee: 'F. Schoden, <i>KI in Prüfungen: Kontrollverlust oder Chance?</i> 2026, p.
    S. 18-19.'
  mla: 'Schoden, Fabian. <i>KI in Prüfungen: Kontrollverlust Oder Chance?</i> 2026,
    p. S. 18-19.'
  short: 'F. Schoden, KI in Prüfungen: Kontrollverlust Oder Chance?, 2026.'
date_created: 2026-05-08T13:56:54Z
date_updated: 2026-05-11T11:59:54Z
department:
- _id: '103'
file:
- access_level: open_access
  content_type: application/pdf
  creator: fschoden
  date_created: 2026-05-08T13:56:37Z
  date_updated: 2026-05-08T13:56:37Z
  file_id: '6894'
  file_name: ORCA_Magazin_1_2026.pdf
  file_size: 13035587
  relation: main_file
  success: 1
file_date_updated: 2026-05-08T13:56:37Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://www.orca.nrw/orca-nrw-magazin-ki-in-der-hochschullehre/
oa: '1'
page: S. 18-19
series_title: ORCA.nrw-Magazin
status: public
title: 'KI in Prüfungen: Kontrollverlust oder Chance?'
type: working_paper
urn: urn:nbn:de:hbz:bi10-68930
user_id: '220548'
year: '2026'
...
---
_id: '7117'
author:
- first_name: Vahid
  full_name: Jamebozorgi, Vahid
  id: '242086'
  last_name: Jamebozorgi
  orcid: 0009-0005-5700-3549
- first_name: Karsten
  full_name: Rasim, Karsten
  last_name: Rasim
- first_name: Christian
  full_name: Schröder, Christian
  id: '35809'
  last_name: Schröder
  orcid: 0000-0002-6391-6548
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113493
citation:
  alphadin: '<span style="font-variant:small-caps;">Jamebozorgi, Vahid</span> ; <span
    style="font-variant:small-caps;">Rasim, Karsten</span> ; <span style="font-variant:small-caps;">Schröder,
    Christian</span>: Multiscale modeling of corrosion-induced intergranular strain
    in iron under alkaline conditions. In: , <i>Verhandlungen der Deutschen Physikalischen
    Gesellschaft</i>. Bd. 60 (2025), Nr. 3'
  ama: Jamebozorgi V, Rasim K, Schröder C. Multiscale modeling of corrosion-induced
    intergranular strain in iron under alkaline conditions. 2025;60(3).
  apa: Jamebozorgi, V., Rasim, K., &#38; Schröder, C. (2025). Multiscale modeling
    of corrosion-induced intergranular strain in iron under alkaline conditions. Presented
    at the Frühjahrstagung der Deutschen Physikalischen Gesellschaft, Regensburg.
  bibtex: '@article{Jamebozorgi_Rasim_Schröder_2025, series={Verhandlungen der Deutschen
    Physikalischen Gesellschaft}, title={Multiscale modeling of corrosion-induced
    intergranular strain in iron under alkaline conditions}, volume={60}, number={3},
    author={Jamebozorgi, Vahid and Rasim, Karsten and Schröder, Christian}, year={2025},
    collection={Verhandlungen der Deutschen Physikalischen Gesellschaft} }'
  chicago: Jamebozorgi, Vahid, Karsten Rasim, and Christian Schröder. “Multiscale
    Modeling of Corrosion-Induced Intergranular Strain in Iron under Alkaline Conditions.”
    Verhandlungen Der Deutschen Physikalischen Gesellschaft, 2025.
  ieee: V. Jamebozorgi, K. Rasim, and C. Schröder, “Multiscale modeling of corrosion-induced
    intergranular strain in iron under alkaline conditions,” vol. 60, no. 3. 2025.
  mla: Jamebozorgi, Vahid, et al. <i>Multiscale Modeling of Corrosion-Induced Intergranular
    Strain in Iron under Alkaline Conditions</i>. Vol. 60, no. 3, 2025.
  short: V. Jamebozorgi, K. Rasim, C. Schröder, 60 (2025).
conference:
  end_date: 2025-03-21
  location: Regensburg
  name: Frühjahrstagung der Deutschen Physikalischen Gesellschaft
  start_date: 2025-03-16
date_created: 2026-08-24T15:59:04Z
date_updated: 2026-08-28T15:31:52Z
department:
- _id: '103'
intvolume: '        60'
issue: '3'
language:
- iso: eng
publication_identifier:
  eissn:
  - '751-0522 '
related_material:
  link:
  - relation: other
    url: https://www.dpg-physik.de/aktivitaeten-und-programme/tagungen/fruehjahrstagungen/2025
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
  name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
series_title: Verhandlungen der Deutschen Physikalischen Gesellschaft
status: public
title: Multiscale modeling of corrosion-induced intergranular strain in iron under
  alkaline conditions
type: conference
user_id: '220548'
volume: 60
year: '2025'
...
---
_id: '5970'
article_number: '114016'
author:
- first_name: Vahid
  full_name: Jamebozorgi, Vahid
  id: '242086'
  last_name: Jamebozorgi
  orcid: 0009-0005-5700-3549
- first_name: Karsten
  full_name: Rasim, Karsten
  last_name: Rasim
- first_name: Christian
  full_name: Schröder, Christian
  id: '35809'
  last_name: Schröder
  orcid: 0000-0002-6391-6548
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/186776094
citation:
  alphadin: '<span style="font-variant:small-caps;">Jamebozorgi, Vahid</span> ; <span
    style="font-variant:small-caps;">Rasim, Karsten</span> ; <span style="font-variant:small-caps;">Schröder,
    Christian</span>: Multiscale modelling of corrosion-induced intergranular strain
    in iron under alkaline conditions. In: <i>Computational Materials Science</i>
    Bd. 258, Elsevier BV (2025)'
  ama: Jamebozorgi V, Rasim K, Schröder C. Multiscale modelling of corrosion-induced
    intergranular strain in iron under alkaline conditions. <i>Computational Materials
    Science</i>. 2025;258. doi:<a href="https://doi.org/10.1016/j.commatsci.2025.114016">10.1016/j.commatsci.2025.114016</a>
  apa: Jamebozorgi, V., Rasim, K., &#38; Schröder, C. (2025). Multiscale modelling
    of corrosion-induced intergranular strain in iron under alkaline conditions. <i>Computational
    Materials Science</i>, <i>258</i>. <a href="https://doi.org/10.1016/j.commatsci.2025.114016">https://doi.org/10.1016/j.commatsci.2025.114016</a>
  bibtex: '@article{Jamebozorgi_Rasim_Schröder_2025, title={Multiscale modelling of
    corrosion-induced intergranular strain in iron under alkaline conditions}, volume={258},
    DOI={<a href="https://doi.org/10.1016/j.commatsci.2025.114016">10.1016/j.commatsci.2025.114016</a>},
    number={114016}, journal={Computational Materials Science}, publisher={Elsevier
    BV}, author={Jamebozorgi, Vahid and Rasim, Karsten and Schröder, Christian}, year={2025}
    }'
  chicago: Jamebozorgi, Vahid, Karsten Rasim, and Christian Schröder. “Multiscale
    Modelling of Corrosion-Induced Intergranular Strain in Iron under Alkaline Conditions.”
    <i>Computational Materials Science</i> 258 (2025). <a href="https://doi.org/10.1016/j.commatsci.2025.114016">https://doi.org/10.1016/j.commatsci.2025.114016</a>.
  ieee: V. Jamebozorgi, K. Rasim, and C. Schröder, “Multiscale modelling of corrosion-induced
    intergranular strain in iron under alkaline conditions,” <i>Computational Materials
    Science</i>, vol. 258, 2025.
  mla: Jamebozorgi, Vahid, et al. “Multiscale Modelling of Corrosion-Induced Intergranular
    Strain in Iron under Alkaline Conditions.” <i>Computational Materials Science</i>,
    vol. 258, 114016, Elsevier BV, 2025, doi:<a href="https://doi.org/10.1016/j.commatsci.2025.114016">10.1016/j.commatsci.2025.114016</a>.
  short: V. Jamebozorgi, K. Rasim, C. Schröder, Computational Materials Science 258
    (2025).
date_created: 2025-06-27T06:55:17Z
date_updated: 2026-08-28T13:05:28Z
department:
- _id: '103'
doi: 10.1016/j.commatsci.2025.114016
intvolume: '       258'
language:
- iso: eng
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
  name: Bielefelder Institut für Angewandte Materialforschung
publication: Computational Materials Science
publication_identifier:
  issn:
  - 0927-0256
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
  name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
status: public
title: Multiscale modelling of corrosion-induced intergranular strain in iron under
  alkaline conditions
type: journal_article
user_id: '220548'
volume: 258
year: '2025'
...
---
_id: '7040'
abstract:
- lang: eng
  text: "Die Entwicklung und Implementierung von Circular-Economy-Prozessen (CE) in
    Unternehmen\r\ngewinnen zunehmend an Relevanz für operative und strategische Aufgaben
    der Organisationsentwicklung; nicht zuletzt aufgrund des Klimawandels und der
    Berichtspflichten nach Corporate Sustainability Reporting Directive (CSRD), die
    Unternehmen zu einem langfristigen und\r\nnachhaltigen Handeln verpflichten.\r\nSomit
    sind Kompetenzen und Qualifizierungsbedarfe bereits jetzt und auch in Zukunft
    relevant.\r\nBei der Umsetzung von CE- und Nachhaltigkeitsmaßnahmen sowie der
    Transformation hin zu\r\neiner Kreislaufwirtschaft ist die Qualifizierung im Bereich
    Circular Economy ein wichtiger Faktor.\r\nIm Rahmen des Aktionsfelds „Qualifizierung“
    identifiziert das Transformationsprojekt\r\n„CirQualityOWL plus“ relevante Qualifizierungsbedarfe
    durch Interviews in Unternehmen ausgewählter Branchen sowie mit Hochschullehrenden.
    Auf Basis dieser Ergebnisse werden Handlungsempfehlungen für Unternehmen, Hochschulen
    und CE-interessierte Fach- und Führungskräfte abgeleitet.\r\nDie Kompetenzen und
    die Kompetenzentwicklung der Beschäftigten von heute und morgen sind\r\nein wesentlicher
    Erfolgsfaktor für die Implementierung von CE-Strategien. Gegenstand der Befragungen
    war deshalb die Frage nach den Qualifizierungsbedarfen künftiger Fach- und Führungskräfte
    hinsichtlich CE und CE-Prozessen in verschiedenen Branchen in Ostwestfalen-Lippe\r\n(OWL).
    Besonders im Fokus stehen die Branchen Maschinenbau, Kunststoffe, Lebensmittel
    sowie Gesundheit. Die Analyse basiert auf qualitativen, leitfadengestützten Interviews
    und fokussiert Gemeinsamkeiten und Unterschiede bei der Wahrnehmung, Umsetzung
    und den benötigten\r\nKompetenzen bezüglich CE.\r\nDie Kernbotschaft: CE wird
    zunehmend als unternehmerisches Handlungsfeld mit wirtschaftlicher\r\nNotwendigkeit
    und wirtschaftlichem Nutzen gesehen. Die Ergebnisse der Befragungen verdeutlichen,
    dass es Spezialist:innen mit interdisziplinären Kenntnissen im Bereich der CE
    erfordert.\r\nViele Unternehmen stehen noch am Anfang der CE-Transformation und
    suchen aktiv nach strukturierten Angeboten der Qualifizierung.\r\nAbschließend
    werden strategische Handlungsempfehlungen aus den Ergebnissen der Interviews\r\nabgeleitet,
    um die Qualifizierung von Mitarbeitenden für CE in Unternehmen und Bildungseinrichtungen
    gezielt zu verbessern und damit den Übergang zu einer Circular Economy nachhaltig
    zu\r\nfördern. An Hochschulen wird vor allem eine breit gefächerte Integration
    von CE-Inhalten in bestehende Studiengänge gefordert, nicht jedoch die Einführung
    eines zusätzlichen spezifischen\r\nCE-Studiengangs."
author:
- first_name: Leon
  full_name: Diel, Leon
  id: '235442'
  last_name: Diel
  orcid: 0009-0003-1457-6377
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-1457-6377/work/220005891
- first_name: Elise
  full_name: Diestelhorst, Elise
  last_name: Diestelhorst
- first_name: Sarah
  full_name: Kleinhans, Sarah
  last_name: Kleinhans
- first_name: Beate
  full_name: Kolkmann, Beate
  last_name: Kolkmann
- first_name: Rolf Olaf
  full_name: Meyer, Rolf Olaf
  last_name: Meyer
- first_name: Anna
  full_name: Penner, Anna
  last_name: Penner
- first_name: Eva
  full_name: Schwenzfeier-Hellkamp, Eva
  id: '72528'
  last_name: Schwenzfeier-Hellkamp
  orcid: 0000-0002-3020-1343
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3020-1343/work/220005892
citation:
  alphadin: '<span style="font-variant:small-caps;">Diel, Leon</span> ; <span style="font-variant:small-caps;">Diestelhorst,
    Elise</span> ; <span style="font-variant:small-caps;">Kleinhans, Sarah</span>
    ; <span style="font-variant:small-caps;">Kolkmann, Beate</span> ; <span style="font-variant:small-caps;">Meyer,
    Rolf Olaf</span> ; <span style="font-variant:small-caps;">Penner, Anna</span>
    ; <span style="font-variant:small-caps;">Schwenzfeier-Hellkamp, Eva</span>: <i>Qualifizierung
    für die Circular Economy - Handlungsempfehlungen für Unternehmen und Hochschulen
    in OWL</i>. Bielefeld, 2025'
  ama: Diel L, Diestelhorst E, Kleinhans S, et al. <i>Qualifizierung für die Circular
    Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld;
    2025.
  apa: Diel, L., Diestelhorst, E., Kleinhans, S., Kolkmann, B., Meyer, R. O., Penner,
    A., &#38; Schwenzfeier-Hellkamp, E. (2025). <i>Qualifizierung für die Circular
    Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld.
  bibtex: '@book{Diel_Diestelhorst_Kleinhans_Kolkmann_Meyer_Penner_Schwenzfeier-Hellkamp_2025,
    place={Bielefeld}, title={Qualifizierung für die Circular Economy - Handlungsempfehlungen
    für Unternehmen und Hochschulen in OWL}, author={Diel, Leon and Diestelhorst,
    Elise and Kleinhans, Sarah and Kolkmann, Beate and Meyer, Rolf Olaf and Penner,
    Anna and Schwenzfeier-Hellkamp, Eva}, year={2025} }'
  chicago: Diel, Leon, Elise Diestelhorst, Sarah Kleinhans, Beate Kolkmann, Rolf Olaf
    Meyer, Anna Penner, and Eva Schwenzfeier-Hellkamp. <i>Qualifizierung für die Circular
    Economy - Handlungsempfehlungen für Unternehmen und Hochschulen in OWL</i>. Bielefeld,
    2025.
  ieee: L. Diel <i>et al.</i>, <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen
    für Unternehmen und Hochschulen in OWL</i>. Bielefeld, 2025.
  mla: Diel, Leon, et al. <i>Qualifizierung für die Circular Economy - Handlungsempfehlungen
    für Unternehmen und Hochschulen in OWL</i>. 2025.
  short: L. Diel, E. Diestelhorst, S. Kleinhans, B. Kolkmann, R.O. Meyer, A. Penner,
    E. Schwenzfeier-Hellkamp, Qualifizierung für die Circular Economy - Handlungsempfehlungen
    für Unternehmen und Hochschulen in OWL, Bielefeld, 2025.
date_created: 2026-07-08T07:49:38Z
date_updated: 2026-08-06T06:41:14Z
department:
- _id: '103'
file:
- access_level: open_access
  content_type: application/pdf
  creator: ldiel
  date_created: 2026-07-08T07:47:26Z
  date_updated: 2026-07-08T07:47:26Z
  file_id: '7041'
  file_name: CirQualityOWL-plus-Ergebnisbericht-Qualifizierung-2025.pdf
  file_size: 1767147
  relation: main_file
  success: 1
file_date_updated: 2026-07-08T07:47:26Z
has_accepted_license: '1'
keyword:
- Circular Economy
- zirkuläre Wertschöpfung
- Qualifizierung
- OstwestfalenLippe
- Kompetenzentwicklung
- Weiterbildung
- Fachkräfte
- Führungskräfte
- Hochschule
- Branchenvergleich
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.cirqualityowl.de/wp-content/uploads/2025/12/CirQualityOWL-plus-Ergebnisbericht-Qualifizierung-2025.pdf?download=1
oa: '1'
page: '21'
place: Bielefeld
publication_status: published
status: public
title: Qualifizierung für die Circular Economy - Handlungsempfehlungen für Unternehmen
  und Hochschulen in OWL
type: working_paper
urn: urn:nbn:de:hbz:bi10-70401
user_id: '220548'
year: '2025'
...
---
_id: '6297'
alternative_id:
- '6602'
- '7061'
alternative_title:
- 'Sensor Integration in Orthoses for the Treatment of Diabetic Foot Syndrome: a Technical
  Consideration'
author:
- first_name: Vincent
  full_name: Katter, Vincent
  id: '239593'
  last_name: Katter
  orcid: 0009-0002-3257-3877
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-3257-3877/work/197742772
- first_name: Carolin
  full_name: Huperz, Carolin
  id: '252602'
  last_name: Huperz
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/197573931
- first_name: J.
  full_name: Bartsch, J.
  last_name: Bartsch
- first_name: Ismail
  full_name: Özlü, Ismail
  id: '247205'
  last_name: Özlü
  orcid: 0009-0005-9808-0858
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220971640
- first_name: M
  full_name: Regier, M
  last_name: Regier
- first_name: R.I.
  full_name: Amelung, R.I.
  last_name: Amelung
- first_name: B.
  full_name: Klemme, B.
  last_name: Klemme
citation:
  alphadin: '<span style="font-variant:small-caps;">Katter, Vincent</span> ; <span
    style="font-variant:small-caps;">Huperz, Carolin</span> ; <span style="font-variant:small-caps;">Kohlhase,
    Martin</span> ; <span style="font-variant:small-caps;">Bartsch, J.</span> ; <span
    style="font-variant:small-caps;">Özlü, Ismail</span> ; <span style="font-variant:small-caps;">Regier,
    M</span> ; <span style="font-variant:small-caps;">Amelung, R.I.</span> ; <span
    style="font-variant:small-caps;">Klemme, B.</span>: Sensorintegration in Orthesen
    zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung. In:
    <i>Orthopädie Technik</i>, Verlag Orthopädie-Technik (2025), Nr. 11, S. 68–73'
  ama: 'Katter V, Huperz C, Kohlhase M, et al. Sensorintegration in Orthesen zur Versorgung
    des Diabetischen Fußsyndroms: eine technische Betrachtung. <i>Orthopädie Technik</i>.
    2025;(11):68-73.'
  apa: 'Katter, V., Huperz, C., Kohlhase, M., Bartsch, J., Özlü, I., Regier, M., …
    Klemme, B. (2025). Sensorintegration in Orthesen zur Versorgung des Diabetischen
    Fußsyndroms: eine technische Betrachtung. <i>Orthopädie Technik</i>, (11), 68–73.'
  bibtex: '@article{Katter_Huperz_Kohlhase_Bartsch_Özlü_Regier_Amelung_Klemme_2025,
    title={Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
    eine technische Betrachtung}, number={11}, journal={Orthopädie Technik}, publisher={Verlag
    Orthopädie-Technik}, author={Katter, Vincent and Huperz, Carolin and Kohlhase,
    Martin and Bartsch, J. and Özlü, Ismail and Regier, M and Amelung, R.I. and Klemme,
    B.}, year={2025}, pages={68–73} }'
  chicago: 'Katter, Vincent, Carolin Huperz, Martin Kohlhase, J. Bartsch, Ismail Özlü,
    M Regier, R.I. Amelung, and B. Klemme. “Sensorintegration in Orthesen zur Versorgung
    des Diabetischen Fußsyndroms: eine technische Betrachtung.” <i>Orthopädie Technik</i>,
    no. 11 (2025): 68–73.'
  ieee: 'V. Katter <i>et al.</i>, “Sensorintegration in Orthesen zur Versorgung des
    Diabetischen Fußsyndroms: eine technische Betrachtung,” <i>Orthopädie Technik</i>,
    no. 11, pp. 68–73, 2025.'
  mla: 'Katter, Vincent, et al. “Sensorintegration in Orthesen zur Versorgung des
    Diabetischen Fußsyndroms: eine technische Betrachtung.” <i>Orthopädie Technik</i>,
    no. 11, Verlag Orthopädie-Technik, 2025, pp. 68–73.'
  short: V. Katter, C. Huperz, M. Kohlhase, J. Bartsch, I. Özlü, M. Regier, R.I. Amelung,
    B. Klemme, Orthopädie Technik (2025) 68–73.
date_created: 2025-11-17T11:55:55Z
date_updated: 2026-07-17T07:52:46Z
department:
- _id: '103'
extern: '1'
issue: '11'
keyword:
- Diabetisches Fußsyndrom (DFS)
- Smarte Orthese
- Plantardruckmessung
- Anomalieerkennung
- Künstliche Intelligenz
language:
- iso: ger
main_file_link:
- url: https://360-ot.de/sensorintegration-in-orthesen-zur-versorgung-des-diabetischen-fusssyndroms-eine-technische-betrachtung/
page: 68 - 73
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Orthopädie Technik
publication_identifier:
  issn:
  - 0340-5591
publication_status: published
publisher: Verlag Orthopädie-Technik
quality_controlled: '1'
status: public
title: 'Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
  eine technische Betrachtung'
type: journal_article
user_id: '220548'
year: '2025'
...
---
_id: '5972'
author:
- first_name: Lina
  full_name: Döring, Lina
  id: '231689'
  last_name: Döring
  orcid: 0009-0000-3555-4183
- first_name: Sebastian
  full_name: Trojahn, Sebastian
  last_name: Trojahn
- first_name: Pascal
  full_name: Reusch, Pascal
  id: '223271'
  last_name: Reusch
citation:
  alphadin: '<span style="font-variant:small-caps;">Döring, Lina</span> ; <span style="font-variant:small-caps;">Trojahn,
    Sebastian</span> ; <span style="font-variant:small-caps;">Reusch, Pascal</span>:
    Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: <span style="font-variant:small-caps;">Otto
    von Guericke University Library, Magdeburg, Germany</span> (Hrsg.): <i>18th International
    Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>.
    Bd. 18. Magdeburg : Otto von Guericke University Library, Magdeburg, Germany,
    2025'
  ama: 'Döring L, Trojahn S, Reusch P. Partial Twin – Pragmatic Digital Twin Adoption
    for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany, ed. <i>18th
    International Doctoral Students Workshop on Logistics, Supply Chain and Production
    Management</i>. Vol 18. Magdeburg: Otto von Guericke University Library, Magdeburg,
    Germany; 2025. doi:<a href="https://doi.org/10.57720/5972">10.57720/5972</a>'
  apa: 'Döring, L., Trojahn, S., &#38; Reusch, P. (2025). Partial Twin – Pragmatic
    Digital Twin Adoption for SMEs. In Otto von Guericke University Library, Magdeburg,
    Germany (Ed.), <i>18th International Doctoral Students Workshop on Logistics,
    Supply Chain and Production Management</i> (Vol. 18). Magdeburg: Otto von Guericke
    University Library, Magdeburg, Germany. <a href="https://doi.org/10.57720/5972">https://doi.org/10.57720/5972</a>'
  bibtex: '@inproceedings{Döring_Trojahn_Reusch_2025, place={Magdeburg}, title={Partial
    Twin – Pragmatic Digital Twin Adoption for SMEs}, volume={18}, DOI={<a href="https://doi.org/10.57720/5972">10.57720/5972</a>},
    booktitle={18th International Doctoral Students Workshop on Logistics, Supply
    Chain and Production Management}, publisher={Otto von Guericke University Library,
    Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal},
    editor={Otto von Guericke University Library, Magdeburg, GermanyEditor}, year={2025}
    }'
  chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Partial Twin – Pragmatic
    Digital Twin Adoption for SMEs.” In <i>18th International Doctoral Students Workshop
    on Logistics, Supply Chain and Production Management</i>, edited by Otto von Guericke
    University Library, Magdeburg, Germany, Vol. 18. Magdeburg: Otto von Guericke
    University Library, Magdeburg, Germany, 2025. <a href="https://doi.org/10.57720/5972">https://doi.org/10.57720/5972</a>.'
  ieee: L. Döring, S. Trojahn, and P. Reusch, “Partial Twin – Pragmatic Digital Twin
    Adoption for SMEs,” in <i>18th International Doctoral Students Workshop on Logistics,
    Supply Chain and Production Management</i>, Magdeburg, 2025, vol. 18.
  mla: Döring, Lina, et al. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.”
    <i>18th International Doctoral Students Workshop on Logistics, Supply Chain and
    Production Management</i>, edited by Otto von Guericke University Library, Magdeburg,
    Germany, vol. 18, Otto von Guericke University Library, Magdeburg, Germany, 2025,
    doi:<a href="https://doi.org/10.57720/5972">10.57720/5972</a>.
  short: 'L. Döring, S. Trojahn, P. Reusch, in: Otto von Guericke University Library,
    Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics,
    Supply Chain and Production Management, Otto von Guericke University Library,
    Magdeburg, Germany, Magdeburg, 2025.'
conference:
  end_date: 2025-06-17
  location: Magdeburg
  name: International Doctoral Students Workshop on Logistics, Supply Chain and Production
    Management
  start_date: 2025-06-16
corporate_editor:
- Otto von Guericke University Library, Magdeburg, Germany
date_created: 2025-06-27T07:23:30Z
date_updated: 2026-06-09T07:31:19Z
department:
- _id: '103'
doi: 10.57720/5972
intvolume: '        18'
keyword:
- Digital Twin
- Small and medium sized companies
- SME
- production optimization
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://dx.doi.org/10.25673/119021
oa: '1'
place: Magdeburg
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 18th International Doctoral Students Workshop on Logistics, Supply Chain
  and Production Management
publication_status: published
publisher: Otto von Guericke University Library, Magdeburg, Germany
quality_controlled: '1'
related_material:
  link:
  - relation: contains
    url: https://opendata.uni-halle.de//handle/1981185920/120977
  record:
  - id: '6037'
    relation: later_version
    status: public
status: public
title: Partial Twin – Pragmatic Digital Twin Adoption for SMEs
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
urn: urn:nbn:de:hbz:bi10-59727
user_id: '250307'
volume: 18
year: '2025'
...
