---
_id: '63192'
abstract:
- lang: eng
  text: Lithium niobate (LiNbO3) is a widely used material with several desirable
    physical properties, such as high second-order nonlinear optical and strong electro-optical
    effects. Thus LiNbO3 is used for various applications such as electro-optic modulation
    or nonlinear frequency conversion and mixing. But LiNbO3 also exhibits a strong
    photorefractive effect, which limits the intensity of the optical fields involved.
    Various approaches to reduce the photorefractive effect have been investigated,
    such as increasing the temperature, doping the crystal or using different waveguide
    designs in LiNbO3. Here, we present an analysis of the approach to increase the
    photorefractive damage threshold by using different waveguide designs. Contrary
    to previous claims and investigations, our SHG measurements revealed no significant
    difference in resistance to photorefractive damage when comparing conventional
    Ti-doped channel waveguides and Ti-doped diced ridge waveguides in LiNbO3. Furthermore,
    we have investigated the effect of photorefractive cleaning and curing using a
    light field at 532 nm. Here, we observe a reduction in the photorefractive effect
    at room temperature during and after SHG measurements, which is an easy alternative
    to conventional approaches.
article_number: '114260'
article_type: original
author:
- first_name: Michelle
  full_name: Kirsch, Michelle
  id: '69553'
  last_name: Kirsch
- first_name: Christian
  full_name: Kießler, Christian
  id: '44252'
  last_name: Kießler
- first_name: Sebastian
  full_name: Lengeling, Sebastian
  id: '44373'
  last_name: Lengeling
- first_name: Michael
  full_name: Stefszky, Michael
  id: '42777'
  last_name: Stefszky
- first_name: Christof
  full_name: Eigner, Christof
  id: '13244'
  last_name: Eigner
  orcid: https://orcid.org/0000-0002-5693-3083
- first_name: Harald
  full_name: Herrmann, Harald
  id: '216'
  last_name: Herrmann
- first_name: Christine
  full_name: Silberhorn, Christine
  id: '26263'
  last_name: Silberhorn
citation:
  ama: Kirsch M, Kießler C, Lengeling S, et al. Photorefraction and in-situ optical
    cleaning in various types of LiNbO3 waveguides. <i>Optics &#38; Laser Technology</i>.
    2025;193. doi:<a href="https://doi.org/10.1016/j.optlastec.2025.114260">10.1016/j.optlastec.2025.114260</a>
  apa: Kirsch, M., Kießler, C., Lengeling, S., Stefszky, M., Eigner, C., Herrmann,
    H., &#38; Silberhorn, C. (2025). Photorefraction and in-situ optical cleaning
    in various types of LiNbO3 waveguides. <i>Optics &#38; Laser Technology</i>, <i>193</i>,
    Article 114260. <a href="https://doi.org/10.1016/j.optlastec.2025.114260">https://doi.org/10.1016/j.optlastec.2025.114260</a>
  bibtex: '@article{Kirsch_Kießler_Lengeling_Stefszky_Eigner_Herrmann_Silberhorn_2025,
    title={Photorefraction and in-situ optical cleaning in various types of LiNbO3
    waveguides}, volume={193}, DOI={<a href="https://doi.org/10.1016/j.optlastec.2025.114260">10.1016/j.optlastec.2025.114260</a>},
    number={114260}, journal={Optics &#38; Laser Technology}, publisher={Elsevier
    BV}, author={Kirsch, Michelle and Kießler, Christian and Lengeling, Sebastian
    and Stefszky, Michael and Eigner, Christof and Herrmann, Harald and Silberhorn,
    Christine}, year={2025} }'
  chicago: Kirsch, Michelle, Christian Kießler, Sebastian Lengeling, Michael Stefszky,
    Christof Eigner, Harald Herrmann, and Christine Silberhorn. “Photorefraction and
    In-Situ Optical Cleaning in Various Types of LiNbO3 Waveguides.” <i>Optics &#38;
    Laser Technology</i> 193 (2025). <a href="https://doi.org/10.1016/j.optlastec.2025.114260">https://doi.org/10.1016/j.optlastec.2025.114260</a>.
  ieee: 'M. Kirsch <i>et al.</i>, “Photorefraction and in-situ optical cleaning in
    various types of LiNbO3 waveguides,” <i>Optics &#38; Laser Technology</i>, vol.
    193, Art. no. 114260, 2025, doi: <a href="https://doi.org/10.1016/j.optlastec.2025.114260">10.1016/j.optlastec.2025.114260</a>.'
  mla: Kirsch, Michelle, et al. “Photorefraction and In-Situ Optical Cleaning in Various
    Types of LiNbO3 Waveguides.” <i>Optics &#38; Laser Technology</i>, vol. 193, 114260,
    Elsevier BV, 2025, doi:<a href="https://doi.org/10.1016/j.optlastec.2025.114260">10.1016/j.optlastec.2025.114260</a>.
  short: M. Kirsch, C. Kießler, S. Lengeling, M. Stefszky, C. Eigner, H. Herrmann,
    C. Silberhorn, Optics &#38; Laser Technology 193 (2025).
date_created: 2025-12-18T08:17:57Z
date_updated: 2025-12-18T08:27:13Z
department:
- _id: '288'
- _id: '623'
- _id: '15'
doi: 10.1016/j.optlastec.2025.114260
intvolume: '       193'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S0030399225018511?via%3Dihub
oa: '1'
publication: Optics & Laser Technology
publication_identifier:
  issn:
  - 0030-3992
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Photorefraction and in-situ optical cleaning in various types of LiNbO3 waveguides
type: journal_article
user_id: '69553'
volume: 193
year: '2025'
...
---
_id: '62766'
abstract:
- lang: eng
  text: raditional assessment formats in university-based EFL teacher education programs
    usually focus on cognitive dispositions rather than on the actual performance
    of pre-service EFL teachers in everyday teaching situations. This assessment gap
    is addressed in this thesis by developing and validating a role-play-based simulation
    (RobS) designed for the summative assessment of pre-service EFL teachers' feedback
    competence on writing. Drawing on theories from multiple disciplines, such as
    higher education, medical education, teacher education, educational psychology,
    and EFL-specific didactics, the RobS is developed as a performance-oriented assessment
    format. In the RobS, pre-service EFL teachers engage in a feedback conversation
    with trained actors who portray a standardized learner. Following an argument-based
    approach to validation, the extent to which the RobS can be considered valid is
    investigated. Data from multiple studies, focusing on aspects such as authenticity,
    fairness, reliability, and external validity, are presented. The discussion in
    the validity argument indicates that the RobS can elicit and assess the performative
    facet of feedback competence on writing with sufficient confidence. This work
    contributes a novel, empirically supported assessment framework to teacher education
    research. Moreover, it presents an approach to address the assessment gap, enabling
    pre-service EFL teachers to show how they provide feedback, rather than just tell
    their lecturers about it.
author:
- first_name: Thomas
  full_name: Janzen, Thomas
  id: '89329'
  last_name: Janzen
  orcid: 0009-0003-1941-166X
citation:
  ama: Janzen T. <i>Show, Don’t Tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing</i>. Logos Verlag; 2025. doi:<a href="https://doi.org/10.30819/5994">https://doi.org/10.30819/5994</a>
  apa: Janzen, T. (2025). <i>Show, don’t tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing</i>. Logos Verlag. <a href="https://doi.org/10.30819/5994">https://doi.org/10.30819/5994</a>
  bibtex: '@book{Janzen_2025, place={Berlin}, title={Show, don’t tell - Developing
    and Validating a Role-Play-Based Simulation (RobS) for the Assessment of Pre-Service
    EFL Teachers’ Feedback Competence on Writing}, DOI={<a href="https://doi.org/10.30819/5994">https://doi.org/10.30819/5994</a>},
    publisher={Logos Verlag}, author={Janzen, Thomas}, year={2025} }'
  chicago: 'Janzen, Thomas. <i>Show, Don’t Tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing</i>. Berlin: Logos Verlag, 2025. <a href="https://doi.org/10.30819/5994">https://doi.org/10.30819/5994</a>.'
  ieee: 'T. Janzen, <i>Show, don’t tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing</i>. Berlin: Logos Verlag, 2025.'
  mla: Janzen, Thomas. <i>Show, Don’t Tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing</i>. Logos Verlag, 2025, doi:<a href="https://doi.org/10.30819/5994">https://doi.org/10.30819/5994</a>.
  short: T. Janzen, Show, Don’t Tell - Developing and Validating a Role-Play-Based
    Simulation (RobS) for the Assessment of Pre-Service EFL Teachers’ Feedback Competence
    on Writing, Logos Verlag, Berlin, 2025.
date_created: 2025-12-03T11:11:44Z
date_updated: 2025-12-23T07:33:22Z
ddc:
- '370'
doi: https://doi.org/10.30819/5994
extern: '1'
file:
- access_level: open_access
  content_type: application/pdf
  creator: janzent
  date_created: 2025-12-23T07:31:25Z
  date_updated: 2025-12-23T07:31:25Z
  file_id: '63404'
  file_name: Janzen, T. (2025).pdf
  file_size: 9551046
  relation: main_file
file_date_updated: 2025-12-23T07:31:25Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.30819/5994
oa: '1'
place: Berlin
publication_identifier:
  unknown:
  - ' 978-3-8325-5994-6'
publication_status: published
publisher: Logos Verlag
status: public
supervisor:
- first_name: Christoph
  full_name: Vogelsang, Christoph
  id: '4245'
  last_name: Vogelsang
  orcid: 0000-0002-5804-1855
title: Show, don’t tell - Developing and Validating a Role-Play-Based Simulation (RobS)
  for the Assessment of Pre-Service EFL Teachers’ Feedback Competence on Writing
type: dissertation
user_id: '89329'
year: '2025'
...
---
_id: '63397'
abstract:
- lang: eng
  text: Decarbonizing industrial process heat is a crucial step in mitigating climate
    change. While Process Mining (PM) has gained traction in sustainability research—such
    as optimizing production scheduling to reduce energy use or accounting for carbon
    footprints—it has largely overlooked the challenges and opportunities related
    to thermal energy, accounting for 66% of total energy demand in industrial processes.
    At the same time, Heat Integration (HI) is an established engineering discipline
    focused on maximizing the efficiency of thermal energy systems. However, HI traditionally
    relies on static or incomplete data about energy demands, limiting its effectiveness
    and accuracy. In this paper, we propose a novel framework that combines PM and
    HI to enable data-driven, process- and product-centric modeling of industrial
    energy demands. By integrating event logs and thermal energy data, our approach
    allows for a fine-grained analysis of heat demand patterns corresponding to specific
    process activities and product variants. We demonstrate the applicability and
    advantages of the framework by simulating a pharmaceutical manufacturing process
    and evaluating energy demands and heat recovery potentials. Our findings show
    that our PM-enabled HI framework provides more accurate and actionable insights
    into the temporal and product-specific variation of thermal energy demands. By
    capturing the causal relationships between process activities, product characteristics,
    and energy consumption, our approach enables improved analysis, planning, and
    optimization for heat recovery and process decarbonization. This integration of
    PM and HI expands the analytical tools for both disciplines and contributes to
    advancing the sustainable transformation of industrial processes.
author:
- first_name: David Ricardo
  full_name: Zapata Gonzalez, David Ricardo
  id: '105506'
  last_name: Zapata Gonzalez
- first_name: Katharina
  full_name: Brennig, Katharina
  id: '51905'
  last_name: Brennig
- first_name: Kay
  full_name: Benkert, Kay
  last_name: Benkert
- first_name: Florian
  full_name: Schlosser, Florian
  id: '88614'
  last_name: Schlosser
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
citation:
  ama: 'Zapata Gonzalez DR, Brennig K, Benkert K, Schlosser F, Müller O. Process Mining
    for Robust Heat Integration through Process- and Product-Centric Energy Demand
    Modeling. In: <i>ACM SIGEnergy Energy Informatics Review</i>. Vol 5. Association
    for Computing Machinery (ACM); 2025:19-31. doi:<a href="https://doi.org/10.1145/3777518.3777520">10.1145/3777518.3777520</a>'
  apa: Zapata Gonzalez, D. R., Brennig, K., Benkert, K., Schlosser, F., &#38; Müller,
    O. (2025). Process Mining for Robust Heat Integration through Process- and Product-Centric
    Energy Demand Modeling. <i>ACM SIGEnergy Energy Informatics Review</i>, <i>5</i>(3),
    19–31. <a href="https://doi.org/10.1145/3777518.3777520">https://doi.org/10.1145/3777518.3777520</a>
  bibtex: '@inproceedings{Zapata Gonzalez_Brennig_Benkert_Schlosser_Müller_2025, title={Process
    Mining for Robust Heat Integration through Process- and Product-Centric Energy
    Demand Modeling}, volume={5}, DOI={<a href="https://doi.org/10.1145/3777518.3777520">10.1145/3777518.3777520</a>},
    number={3}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association
    for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Brennig,
    Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}, year={2025},
    pages={19–31} }'
  chicago: Zapata Gonzalez, David Ricardo, Katharina Brennig, Kay Benkert, Florian
    Schlosser, and Oliver Müller. “Process Mining for Robust Heat Integration through
    Process- and Product-Centric Energy Demand Modeling.” In <i>ACM SIGEnergy Energy
    Informatics Review</i>, 5:19–31. Association for Computing Machinery (ACM), 2025.
    <a href="https://doi.org/10.1145/3777518.3777520">https://doi.org/10.1145/3777518.3777520</a>.
  ieee: 'D. R. Zapata Gonzalez, K. Brennig, K. Benkert, F. Schlosser, and O. Müller,
    “Process Mining for Robust Heat Integration through Process- and Product-Centric
    Energy Demand Modeling,” in <i>ACM SIGEnergy Energy Informatics Review</i>, 2025,
    vol. 5, no. 3, pp. 19–31, doi: <a href="https://doi.org/10.1145/3777518.3777520">10.1145/3777518.3777520</a>.'
  mla: Zapata Gonzalez, David Ricardo, et al. “Process Mining for Robust Heat Integration
    through Process- and Product-Centric Energy Demand Modeling.” <i>ACM SIGEnergy
    Energy Informatics Review</i>, vol. 5, no. 3, Association for Computing Machinery
    (ACM), 2025, pp. 19–31, doi:<a href="https://doi.org/10.1145/3777518.3777520">10.1145/3777518.3777520</a>.
  short: 'D.R. Zapata Gonzalez, K. Brennig, K. Benkert, F. Schlosser, O. Müller, in:
    ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM),
    2025, pp. 19–31.'
date_created: 2025-12-22T13:13:37Z
date_updated: 2025-12-22T13:15:08Z
doi: 10.1145/3777518.3777520
intvolume: '         5'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/abs/10.1145/3777518.3777520
oa: '1'
page: 19-31
publication: ACM SIGEnergy Energy Informatics Review
publication_identifier:
  issn:
  - 2770-5331
  - 2770-5331
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Process Mining for Robust Heat Integration through Process- and Product-Centric
  Energy Demand Modeling
type: conference
user_id: '105506'
volume: 5
year: '2025'
...
---
_id: '63400'
abstract:
- lang: eng
  text: Data centers (DCs) form the backbone of our growing digital economy, but their
    rising energy demands pose challenges to our environment. At the same time, reusing
    waste heat from DCs also represents an opportunity, for example, for more sustainable
    heating of residential buildings. Modeling and optimizing these coupled and dynamic
    systems of heat generation and reuse is complex. On the one hand, physical simulations
    can be used to model these systems, but they are time-consuming to develop and
    run. Machine learning (ML), on the other hand, allows efficient data-driven modeling,
    but conventional correlation-based approaches struggle with the prediction of
    interventions and out-of-distribution generalization. Recent advances in causal
    ML, which combine principles from causal inference with flexible ML methods, are
    a promising approach for more robust predictions. Due to their focus on modeling
    interventions and cause-and-effect relationships, it is difficult to evaluate
    causal ML approaches rigorously. To address this challenge, we built a testbed
    of a miniature DC with an integrated waste heat network, equipped with sensors
    and actuators. This testbed allows conducting controlled experiments and automatic
    collection of realistic data, which can then be used to benchmark conventional
    and causal ML methods. Our experimental results highlight the strengths and weaknesses
    of each modeling approach, providing valuable insights on how to appropriately
    apply different types of machine learning to optimize data center operations and
    enhance their sustainability.
author:
- first_name: David Ricardo
  full_name: Zapata Gonzalez, David Ricardo
  id: '105506'
  last_name: Zapata Gonzalez
- first_name: Marcel
  full_name: Meyer, Marcel
  id: '105120'
  last_name: Meyer
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
citation:
  ama: 'Zapata Gonzalez DR, Meyer M, Müller O. Causal Machine Learning Approaches
    for Modelling Data Center Heat Recovery: A Physical Testbed Study. In: <i>ACM
    SIGEnergy Energy Informatics Review</i>. Vol 5. Association for Computing Machinery
    (ACM); 2025:4-10. doi:<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>'
  apa: 'Zapata Gonzalez, D. R., Meyer, M., &#38; Müller, O. (2025). Causal Machine
    Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed
    Study. <i>ACM SIGEnergy Energy Informatics Review</i>, <i>5</i>(2), 4–10. <a href="https://doi.org/10.1145/3757892.3757893">https://doi.org/10.1145/3757892.3757893</a>'
  bibtex: '@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Causal Machine
    Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed
    Study}, volume={5}, DOI={<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>},
    number={2}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association
    for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Meyer,
    Marcel and Müller, Oliver}, year={2025}, pages={4–10} }'
  chicago: 'Zapata Gonzalez, David Ricardo, Marcel Meyer, and Oliver Müller. “Causal
    Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical
    Testbed Study.” In <i>ACM SIGEnergy Energy Informatics Review</i>, 5:4–10. Association
    for Computing Machinery (ACM), 2025. <a href="https://doi.org/10.1145/3757892.3757893">https://doi.org/10.1145/3757892.3757893</a>.'
  ieee: 'D. R. Zapata Gonzalez, M. Meyer, and O. Müller, “Causal Machine Learning
    Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study,”
    in <i>ACM SIGEnergy Energy Informatics Review</i>, 2025, vol. 5, no. 2, pp. 4–10,
    doi: <a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>.'
  mla: 'Zapata Gonzalez, David Ricardo, et al. “Causal Machine Learning Approaches
    for Modelling Data Center Heat Recovery: A Physical Testbed Study.” <i>ACM SIGEnergy
    Energy Informatics Review</i>, vol. 5, no. 2, Association for Computing Machinery
    (ACM), 2025, pp. 4–10, doi:<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>.'
  short: 'D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics
    Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.'
date_created: 2025-12-22T13:19:06Z
date_updated: 2025-12-22T13:20:02Z
doi: 10.1145/3757892.3757893
intvolume: '         5'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/abs/10.1145/3757892.3757893
oa: '1'
page: 4-10
publication: ACM SIGEnergy Energy Informatics Review
publication_identifier:
  issn:
  - 2770-5331
  - 2770-5331
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: 'Causal Machine Learning Approaches for Modelling Data Center Heat Recovery:
  A Physical Testbed Study'
type: conference
user_id: '105506'
volume: 5
year: '2025'
...
---
_id: '63399'
abstract:
- lang: eng
  text: Data centers (DCs) form the backbone of our growing digital economy, but their
    rising energy demands pose challenges to our environment. At the same time, reusing
    waste heat from DCs also represents an opportunity, for example, for more sustainable
    heating of residential buildings. Modeling and optimizing these coupled and dynamic
    systems of heat generation and reuse is complex. On the one hand, physical simulations
    can be used to model these systems, but they are time-consuming to develop and
    run. Machine learning (ML), on the other hand, allows efficient data-driven modeling,
    but conventional correlation-based approaches struggle with the prediction of
    interventions and out-of-distribution generalization. Recent advances in causal
    ML, which combine principles from causal inference with flexible ML methods, are
    a promising approach for more robust predictions. Due to their focus on modeling
    interventions and cause-and-effect relationships, it is difficult to evaluate
    causal ML approaches rigorously. To address this challenge, we built a testbed
    of a miniature DC with an integrated waste heat network, equipped with sensors
    and actuators. This testbed allows conducting controlled experiments and automatic
    collection of realistic data, which can then be used to benchmark conventional
    and causal ML methods. Our experimental results highlight the strengths and weaknesses
    of each modeling approach, providing valuable insights on how to appropriately
    apply different types of machine learning to optimize data center operations and
    enhance their sustainability.
author:
- first_name: David Zapata
  full_name: Gonzalez, David Zapata
  last_name: Gonzalez
- first_name: Marcel
  full_name: Meyer, Marcel
  last_name: Meyer
- first_name: Oliver
  full_name: Müller, Oliver
  last_name: Müller
citation:
  ama: 'Gonzalez DZ, Meyer M, Müller O. Causal Machine Learning Approaches for Modelling
    Data Center Heat Recovery: A Physical Testbed Study. In: <i>ACM SIGEnergy Energy
    Informatics Review</i>. Vol 5. Association for Computing Machinery (ACM); 2025:4-10.
    doi:<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>'
  apa: 'Gonzalez, D. Z., Meyer, M., &#38; Müller, O. (2025). Causal Machine Learning
    Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study.
    <i>ACM SIGEnergy Energy Informatics Review</i>, <i>5</i>(2), 4–10. <a href="https://doi.org/10.1145/3757892.3757893">https://doi.org/10.1145/3757892.3757893</a>'
  bibtex: '@inproceedings{Gonzalez_Meyer_Müller_2025, title={Causal Machine Learning
    Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study},
    volume={5}, DOI={<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>},
    number={2}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association
    for Computing Machinery (ACM)}, author={Gonzalez, David Zapata and Meyer, Marcel
    and Müller, Oliver}, year={2025}, pages={4–10} }'
  chicago: 'Gonzalez, David Zapata, Marcel Meyer, and Oliver Müller. “Causal Machine
    Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed
    Study.” In <i>ACM SIGEnergy Energy Informatics Review</i>, 5:4–10. Association
    for Computing Machinery (ACM), 2025. <a href="https://doi.org/10.1145/3757892.3757893">https://doi.org/10.1145/3757892.3757893</a>.'
  ieee: 'D. Z. Gonzalez, M. Meyer, and O. Müller, “Causal Machine Learning Approaches
    for Modelling Data Center Heat Recovery: A Physical Testbed Study,” in <i>ACM
    SIGEnergy Energy Informatics Review</i>, 2025, vol. 5, no. 2, pp. 4–10, doi: <a
    href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>.'
  mla: 'Gonzalez, David Zapata, et al. “Causal Machine Learning Approaches for Modelling
    Data Center Heat Recovery: A Physical Testbed Study.” <i>ACM SIGEnergy Energy
    Informatics Review</i>, vol. 5, no. 2, Association for Computing Machinery (ACM),
    2025, pp. 4–10, doi:<a href="https://doi.org/10.1145/3757892.3757893">10.1145/3757892.3757893</a>.'
  short: 'D.Z. Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics
    Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.'
date_created: 2025-12-22T13:17:36Z
date_updated: 2025-12-22T13:18:19Z
doi: 10.1145/3757892.3757893
intvolume: '         5'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/abs/10.1145/3757892.3757893
oa: '1'
page: 4-10
publication: ACM SIGEnergy Energy Informatics Review
publication_identifier:
  issn:
  - 2770-5331
  - 2770-5331
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: 'Causal Machine Learning Approaches for Modelling Data Center Heat Recovery:
  A Physical Testbed Study'
type: conference
user_id: '105506'
volume: 5
year: '2025'
...
---
_id: '63403'
abstract:
- lang: eng
  text: "Stateful signatures like the NIST standardized signature schemes LMS and
    XMSS provide an efficient and mature realization of post-quantum secure signature
    schemes. They are recommended for long-term use cases like e.g. firmware signing.
    However, stateful signature schemes require to properly manage a so-called state.
    In stateful signature schemes like LMS and XMSS, signing keys consist of a set
    of keys of a one-time signature scheme and it has to be guaranteed that each one-time
    key is used only once. This is done by updating a state in each signature computation,
    basically recording which one-time keys have already been used. While this is
    straightforward in centralized systems, in distributed systems like secure enclaves
    consisting of e.g. multiple hardware security modules (HSMs) with limited communication
    keeping a distributed state that at any point in time is consistent among all
    parties involved presents a challenge. This challenge is not addressed by the
    current standardization processes. \r\nIn this paper we present a security model
    for the distributed key management of post-quantum secure stateful signatures
    like XMSS and LMS. We also present a simple, efficient, and easy to implement
    protocol proven secure in this security model, i.e. the protocol guarantees at
    any point in time a consistent state among the parties in a distributed system,
    like a distributed security enclave. The security model is defined in the universal
    composabilty (UC) framework by Ran Canetti by providing an ideal functionality
    for the distributed key management for stateful signatures. Hence our protocol
    remains secure even if arbitrarily composed with other instances of the same or
    other protocols, a necessity for the security of distributed key management protocols.
    Our main application are security enclaves consisting of HSMs, but the model and
    the protocol can easily be adapted to other scenarios of distributed key management
    of stateful signature schemes."
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Henrik
  full_name: Bröcher, Henrik
  id: '41047'
  last_name: Bröcher
  orcid: 0009-0008-3938-5485
- first_name: Volker
  full_name: Krummel, Volker
  last_name: Krummel
- first_name: Laurens Alexander
  full_name: Porzenheim, Laurens Alexander
  id: '47434'
  last_name: Porzenheim
citation:
  ama: Blömer J, Bröcher H, Krummel V, Porzenheim LA. Secure Distributed State Management
    for Stateful Signatures with a Practical and Universally Composable Protocol.
  apa: Blömer, J., Bröcher, H., Krummel, V., &#38; Porzenheim, L. A. (n.d.). <i>Secure
    Distributed State Management for Stateful Signatures with a Practical and Universally
    Composable Protocol</i>.
  bibtex: '@article{Blömer_Bröcher_Krummel_Porzenheim, title={Secure Distributed State
    Management for Stateful Signatures with a Practical and Universally Composable
    Protocol}, author={Blömer, Johannes and Bröcher, Henrik and Krummel, Volker and
    Porzenheim, Laurens Alexander} }'
  chicago: Blömer, Johannes, Henrik Bröcher, Volker Krummel, and Laurens Alexander
    Porzenheim. “Secure Distributed State Management for Stateful Signatures with
    a Practical and Universally Composable Protocol,” n.d.
  ieee: J. Blömer, H. Bröcher, V. Krummel, and L. A. Porzenheim, “Secure Distributed
    State Management for Stateful Signatures with a Practical and Universally Composable
    Protocol.” .
  mla: Blömer, Johannes, et al. <i>Secure Distributed State Management for Stateful
    Signatures with a Practical and Universally Composable Protocol</i>.
  short: J. Blömer, H. Bröcher, V. Krummel, L.A. Porzenheim, (n.d.).
date_created: 2025-12-22T21:23:22Z
date_updated: 2025-12-23T11:30:38Z
department:
- _id: '34'
- _id: '64'
keyword:
- distributed state
- hash-based signature
- stateful hash-based signature
- universal composability
- secure enclave
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2025/2278.pdf
oa: '1'
page: '22'
project:
- _id: '191'
  name: 'PhoQuant: Photonische Quantencomputer -  Quantencomputing Testplattform'
publication_status: submitted
status: public
title: Secure Distributed State Management for Stateful Signatures with a Practical
  and Universally Composable Protocol
type: preprint
user_id: '41047'
year: '2025'
...
---
_id: '59091'
abstract:
- lang: eng
  text: <jats:p>Abstract. Liquid Metal Embrittlement (LME) cracking is a well-documented
    issue encountered during resistance spot welding (RSW) of zinc-coated advanced
    high-strength steels (AHSS) in automotive manufacturing. Given that existing research
    has predominantly focused on laboratory-scale samples and lacks investigation
    into the load-bearing capacity of joints under crash conditions, this study aims
    to fill these gaps by analyzing third-generation zinc-coated AHSS. S-Rail components
    were produced through stamping to replicate real-world manufacturing conditions
    and geometries of automotive parts. To account for the disturbances typically
    encountered in production, samples with LME cracks were intentionally fabricated.
    Subsequently, a modified three-point bending test, assisted by numerical simulations,
    was developed to effectively apply loads to the weld spots of the S-Rail components.
    Results from crash tests demonstrated that observed light crack severity does
    not significantly compromise the joint's load-bearing capacity or lead to earlier
    joint failure.</jats:p>
author:
- first_name: Keke
  full_name: Yang, Keke
  id: '65085'
  last_name: Yang
  orcid: 0000-0001-9201-9304
- first_name: Max
  full_name: Biegler, Max
  last_name: Biegler
- first_name: Linus
  full_name: Happe, Linus
  last_name: Happe
- first_name: Marius
  full_name: Striewe, Marius
  id: '30228'
  last_name: Striewe
- first_name: Viktoria
  full_name: Olfert, Viktoria
  id: '5974'
  last_name: Olfert
- first_name: David
  full_name: Hein, David
  id: '7728'
  last_name: Hein
- first_name: 'Michael '
  full_name: 'Rethmeier, Michael '
  last_name: Rethmeier
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: 'Yang K, Biegler M, Happe L, et al. Influence of Liquid metal embrittlement
    on load-bearing capacity of resistance spot welds under crash loads: A study based
    on S-Rail components. In: <i>Materials Research Proceedings</i>. Vol 52. Materials
    Research Forum LLC; 2025. doi:<a href="https://doi.org/10.21741/9781644903551-42">10.21741/9781644903551-42</a>'
  apa: 'Yang, K., Biegler, M., Happe, L., Striewe, M., Olfert, V., Hein, D., Rethmeier,
    M., &#38; Meschut, G. (2025). Influence of Liquid metal embrittlement on load-bearing
    capacity of resistance spot welds under crash loads: A study based on S-Rail components.
    <i>Materials Research Proceedings</i>, <i>52</i>. <a href="https://doi.org/10.21741/9781644903551-42">https://doi.org/10.21741/9781644903551-42</a>'
  bibtex: '@inproceedings{Yang_Biegler_Happe_Striewe_Olfert_Hein_Rethmeier_Meschut_2025,
    title={Influence of Liquid metal embrittlement on load-bearing capacity of resistance
    spot welds under crash loads: A study based on S-Rail components}, volume={52},
    DOI={<a href="https://doi.org/10.21741/9781644903551-42">10.21741/9781644903551-42</a>},
    booktitle={Materials Research Proceedings}, publisher={Materials Research Forum
    LLC}, author={Yang, Keke and Biegler, Max and Happe, Linus and Striewe, Marius
    and Olfert, Viktoria and Hein, David and Rethmeier, Michael  and Meschut, Gerson},
    year={2025} }'
  chicago: 'Yang, Keke, Max Biegler, Linus Happe, Marius Striewe, Viktoria Olfert,
    David Hein, Michael  Rethmeier, and Gerson Meschut. “Influence of Liquid Metal
    Embrittlement on Load-Bearing Capacity of Resistance Spot Welds under Crash Loads:
    A Study Based on S-Rail Components.” In <i>Materials Research Proceedings</i>,
    Vol. 52. Materials Research Forum LLC, 2025. <a href="https://doi.org/10.21741/9781644903551-42">https://doi.org/10.21741/9781644903551-42</a>.'
  ieee: 'K. Yang <i>et al.</i>, “Influence of Liquid metal embrittlement on load-bearing
    capacity of resistance spot welds under crash loads: A study based on S-Rail components,”
    in <i>Materials Research Proceedings</i>, 2025, vol. 52, doi: <a href="https://doi.org/10.21741/9781644903551-42">10.21741/9781644903551-42</a>.'
  mla: 'Yang, Keke, et al. “Influence of Liquid Metal Embrittlement on Load-Bearing
    Capacity of Resistance Spot Welds under Crash Loads: A Study Based on S-Rail Components.”
    <i>Materials Research Proceedings</i>, vol. 52, Materials Research Forum LLC,
    2025, doi:<a href="https://doi.org/10.21741/9781644903551-42">10.21741/9781644903551-42</a>.'
  short: 'K. Yang, M. Biegler, L. Happe, M. Striewe, V. Olfert, D. Hein, M. Rethmeier,
    G. Meschut, in: Materials Research Proceedings, Materials Research Forum LLC,
    2025.'
date_created: 2025-03-25T07:59:49Z
date_updated: 2025-12-26T13:44:36Z
ddc:
- '600'
department:
- _id: '157'
doi: 10.21741/9781644903551-42
file:
- access_level: closed
  content_type: application/pdf
  creator: kekeyang
  date_created: 2025-03-25T08:02:30Z
  date_updated: 2025-03-25T08:02:30Z
  file_id: '59092'
  file_name: Shemat.pdf
  file_size: 1901767
  relation: main_file
  success: 1
file_date_updated: 2025-03-25T08:02:30Z
has_accepted_license: '1'
intvolume: '        52'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/3.0/
main_file_link:
- open_access: '1'
oa: '1'
publication: Materials Research Proceedings
publication_identifier:
  issn:
  - 2474-395X
publication_status: published
publisher: Materials Research Forum LLC
quality_controlled: '1'
status: public
title: 'Influence of Liquid metal embrittlement on load-bearing capacity of resistance
  spot welds under crash loads: A study based on S-Rail components'
type: conference
user_id: '65085'
volume: 52
year: '2025'
...
---
_id: '60604'
abstract:
- lang: eng
  text: <jats:p>Abstract. In the field of online condition monitoring, non-destructive
    testing methods using active acoustic testing [1] emerged as innovative tools.
    These techniques are particularly effective because damage in joined structures
    leads to significant changes in their vibrational characteristics. However, the
    consistent use of online condition monitoring through active acoustic testing
    combined with complex pattern recognition for early crack detection in joined
    components has not yet been fully established. This research aims to develop an
    online crack detection system employing pattern recognition techniques under cyclic
    loading during fatigue tests, utilizing non-contact active acoustic testing with
    laser vibrometry. Due to the wide range of materials that can be joined, mechanical
    joining processes can be used in many different industry branches. Self-pierce
    riveting (SPR), in particular, is a well-established joining process. Therefore,
    the investigations for online crack detection initially focus on SPR joints. To
    achieve this, the fatigue behavior of SPR joints in a lap-shear configuration
    was characterized. Experimental fatigue testing demonstrated that SPR joint failure
    occurs either through cracks propagating in the sheet material away from the rivet
    or in the rivet foot, depending on the material combination. Laser vibrometry
    has been successfully used as a crack detection system and has proven to be effective
    in detecting crack initiation in SPR joints. Cracks can be detected without contact
    regardless of the material combination, the damage location, the size of the damage,
    or the type of damage.  The optimization of the crack detection system involved
    several key enhancements, including adjusting data acquisition to improve crack
    detection, incorporating principal component analysis (PCA) to reduce dimensionality,
    and implementing a classification model based on a global training dataset. An
    intuitive, problem-specific software demonstrator for analyzing the crack initiation
    behavior of SPR joints under cyclic loading was developed and iteratively optimized.
    Future work will focus on the implementation of an autoencoder network to further
    enhance crack detection capabilities.</jats:p>
author:
- first_name: Viktoria
  full_name: Olfert, Viktoria
  id: '5974'
  last_name: Olfert
- first_name: Keke
  full_name: Yang, Keke
  id: '65085'
  last_name: Yang
  orcid: 0000-0001-9201-9304
- first_name: Maik
  full_name: Gollnick, Maik
  last_name: Gollnick
- first_name: Jacob
  full_name: Krause, Jacob
  last_name: Krause
- first_name: David
  full_name: Hein, David
  id: '7728'
  last_name: Hein
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: 'Olfert V, Yang K, Gollnick M, Krause J, Hein D, Meschut G. Analysis of fatigue
    behaviour of self-piercing riveted joints under cyclic loading using laser vibrometry.
    In: <i>Materials Research Proceedings</i>. Vol 54. Materials Research Forum LLC;
    2025. doi:<a href="https://doi.org/10.21741/9781644903599-154">10.21741/9781644903599-154</a>'
  apa: Olfert, V., Yang, K., Gollnick, M., Krause, J., Hein, D., &#38; Meschut, G.
    (2025). Analysis of fatigue behaviour of self-piercing riveted joints under cyclic
    loading using laser vibrometry. <i>Materials Research Proceedings</i>, <i>54</i>.
    <a href="https://doi.org/10.21741/9781644903599-154">https://doi.org/10.21741/9781644903599-154</a>
  bibtex: '@inproceedings{Olfert_Yang_Gollnick_Krause_Hein_Meschut_2025, title={Analysis
    of fatigue behaviour of self-piercing riveted joints under cyclic loading using
    laser vibrometry}, volume={54}, DOI={<a href="https://doi.org/10.21741/9781644903599-154">10.21741/9781644903599-154</a>},
    booktitle={Materials Research Proceedings}, publisher={Materials Research Forum
    LLC}, author={Olfert, Viktoria and Yang, Keke and Gollnick, Maik and Krause, Jacob
    and Hein, David and Meschut, Gerson}, year={2025} }'
  chicago: Olfert, Viktoria, Keke Yang, Maik Gollnick, Jacob Krause, David Hein, and
    Gerson Meschut. “Analysis of Fatigue Behaviour of Self-Piercing Riveted Joints
    under Cyclic Loading Using Laser Vibrometry.” In <i>Materials Research Proceedings</i>,
    Vol. 54. Materials Research Forum LLC, 2025. <a href="https://doi.org/10.21741/9781644903599-154">https://doi.org/10.21741/9781644903599-154</a>.
  ieee: 'V. Olfert, K. Yang, M. Gollnick, J. Krause, D. Hein, and G. Meschut, “Analysis
    of fatigue behaviour of self-piercing riveted joints under cyclic loading using
    laser vibrometry,” in <i>Materials Research Proceedings</i>, 2025, vol. 54, doi:
    <a href="https://doi.org/10.21741/9781644903599-154">10.21741/9781644903599-154</a>.'
  mla: Olfert, Viktoria, et al. “Analysis of Fatigue Behaviour of Self-Piercing Riveted
    Joints under Cyclic Loading Using Laser Vibrometry.” <i>Materials Research Proceedings</i>,
    vol. 54, Materials Research Forum LLC, 2025, doi:<a href="https://doi.org/10.21741/9781644903599-154">10.21741/9781644903599-154</a>.
  short: 'V. Olfert, K. Yang, M. Gollnick, J. Krause, D. Hein, G. Meschut, in: Materials
    Research Proceedings, Materials Research Forum LLC, 2025.'
date_created: 2025-07-14T13:25:26Z
date_updated: 2025-12-26T13:45:01Z
department:
- _id: '157'
doi: 10.21741/9781644903599-154
intvolume: '        54'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Materials Research Proceedings
publication_identifier:
  issn:
  - 2474-395X
publication_status: published
publisher: Materials Research Forum LLC
quality_controlled: '1'
status: public
title: Analysis of fatigue behaviour of self-piercing riveted joints under cyclic
  loading using laser vibrometry
type: conference
user_id: '65085'
volume: 54
year: '2025'
...
---
_id: '63434'
author:
- first_name: Max
  full_name: Hoffmann, Max
  last_name: Hoffmann
citation:
  ama: 'Hoffmann M. Using scriptwriting as a response format for interface tasks:
    Exemplary analyses in the context of symmetry. In: Bosch M, Bolondi G, Carreira
    S, Michael G, Camilla S, eds. <i>Proceedings of the Fourteenth Congress of the
    European Society for Research in Mathematics Education (CERME14)</i>. ; 2025.'
  apa: 'Hoffmann, M. (2025). Using scriptwriting as a response format for interface
    tasks: Exemplary analyses in the context of symmetry. In M. Bosch, G. Bolondi,
    S. Carreira, G. Michael, &#38; S. Camilla (Eds.), <i>Proceedings of the Fourteenth
    Congress of the European Society for Research in Mathematics Education (CERME14)</i>.'
  bibtex: '@inproceedings{Hoffmann_2025, title={Using scriptwriting as a response
    format for interface tasks: Exemplary analyses in the context of symmetry}, booktitle={Proceedings
    of the Fourteenth Congress of the European Society for Research in Mathematics
    Education (CERME14)}, author={Hoffmann, Max}, editor={Bosch, Marianna and Bolondi,
    Giorgio and Carreira, Susana and Michael, Gaidoschik and Camilla, Spagnolo}, year={2025}
    }'
  chicago: 'Hoffmann, Max. “Using Scriptwriting as a Response Format for Interface
    Tasks: Exemplary Analyses in the Context of Symmetry.” In <i>Proceedings of the
    Fourteenth Congress of the European Society for Research in Mathematics Education
    (CERME14)</i>, edited by Marianna Bosch, Giorgio Bolondi, Susana Carreira, Gaidoschik
    Michael, and Spagnolo Camilla, 2025.'
  ieee: 'M. Hoffmann, “Using scriptwriting as a response format for interface tasks:
    Exemplary analyses in the context of symmetry,” in <i>Proceedings of the Fourteenth
    Congress of the European Society for Research in Mathematics Education (CERME14)</i>,
    2025.'
  mla: 'Hoffmann, Max. “Using Scriptwriting as a Response Format for Interface Tasks:
    Exemplary Analyses in the Context of Symmetry.” <i>Proceedings of the Fourteenth
    Congress of the European Society for Research in Mathematics Education (CERME14)</i>,
    edited by Marianna Bosch et al., 2025.'
  short: 'M. Hoffmann, in: M. Bosch, G. Bolondi, S. Carreira, G. Michael, S. Camilla
    (Eds.), Proceedings of the Fourteenth Congress of the European Society for Research
    in Mathematics Education (CERME14), 2025.'
date_created: 2026-01-04T21:26:04Z
date_updated: 2026-01-04T21:29:36Z
department:
- _id: '97'
- _id: '643'
editor:
- first_name: Marianna
  full_name: Bosch, Marianna
  last_name: Bosch
- first_name: Giorgio
  full_name: Bolondi, Giorgio
  last_name: Bolondi
- first_name: Susana
  full_name: Carreira, Susana
  last_name: Carreira
- first_name: Gaidoschik
  full_name: Michael, Gaidoschik
  last_name: Michael
- first_name: Spagnolo
  full_name: Camilla, Spagnolo
  last_name: Camilla
keyword:
- hoffmann
- reviewed
- proceedings
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://hal.science/CERME14/hal-05237875v1
oa: '1'
publication: Proceedings of the Fourteenth Congress of the European Society for Research
  in Mathematics Education (CERME14)
quality_controlled: '1'
status: public
title: 'Using scriptwriting as a response format for interface tasks: Exemplary analyses
  in the context of symmetry'
type: conference
user_id: '32202'
year: '2025'
...
---
_id: '62000'
article_type: original
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Kevin
  full_name: Koch, Kevin
  last_name: Koch
- first_name: Olga
  full_name: Friesen, Olga
  id: '44026'
  last_name: Friesen
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
citation:
  ama: Claes L, Koch K, Friesen O, Meihost L. Machine Learning-Supported Inverse Measurement
    Procedure for Broadband, Temperature Dependent Piezoelectric Material Parameters.
    <i>Acta Acustica</i>. 2025;9(65). doi:<a href="https://doi.org/10.1051/aacus/2025044">10.1051/aacus/2025044</a>
  apa: Claes, L., Koch, K., Friesen, O., &#38; Meihost, L. (2025). Machine Learning-Supported
    Inverse Measurement Procedure for Broadband, Temperature Dependent Piezoelectric
    Material Parameters. <i>Acta Acustica</i>, <i>9</i>(65). <a href="https://doi.org/10.1051/aacus/2025044">https://doi.org/10.1051/aacus/2025044</a>
  bibtex: '@article{Claes_Koch_Friesen_Meihost_2025, title={Machine Learning-Supported
    Inverse Measurement Procedure for Broadband, Temperature Dependent Piezoelectric
    Material Parameters}, volume={9}, DOI={<a href="https://doi.org/10.1051/aacus/2025044">10.1051/aacus/2025044</a>},
    number={65}, journal={Acta Acustica}, publisher={EDP Sciences}, author={Claes,
    Leander and Koch, Kevin and Friesen, Olga and Meihost, Lars}, year={2025} }'
  chicago: Claes, Leander, Kevin Koch, Olga Friesen, and Lars Meihost. “Machine Learning-Supported
    Inverse Measurement Procedure for Broadband, Temperature Dependent Piezoelectric
    Material Parameters.” <i>Acta Acustica</i> 9, no. 65 (2025). <a href="https://doi.org/10.1051/aacus/2025044">https://doi.org/10.1051/aacus/2025044</a>.
  ieee: 'L. Claes, K. Koch, O. Friesen, and L. Meihost, “Machine Learning-Supported
    Inverse Measurement Procedure for Broadband, Temperature Dependent Piezoelectric
    Material Parameters,” <i>Acta Acustica</i>, vol. 9, no. 65, 2025, doi: <a href="https://doi.org/10.1051/aacus/2025044">10.1051/aacus/2025044</a>.'
  mla: Claes, Leander, et al. “Machine Learning-Supported Inverse Measurement Procedure
    for Broadband, Temperature Dependent Piezoelectric Material Parameters.” <i>Acta
    Acustica</i>, vol. 9, no. 65, EDP Sciences, 2025, doi:<a href="https://doi.org/10.1051/aacus/2025044">10.1051/aacus/2025044</a>.
  short: L. Claes, K. Koch, O. Friesen, L. Meihost, Acta Acustica 9 (2025).
date_created: 2025-10-27T08:20:53Z
date_updated: 2026-01-05T08:00:05Z
department:
- _id: '49'
doi: 10.1051/aacus/2025044
intvolume: '         9'
issue: '65'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://acta-acustica.edpsciences.org/articles/aacus/abs/2025/01/aacus250049/aacus250049.html
oa: '1'
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
publication: Acta Acustica
publication_identifier:
  issn:
  - 2681-4617
publication_status: published
publisher: EDP Sciences
status: public
title: Machine Learning-Supported Inverse Measurement Procedure for Broadband, Temperature
  Dependent Piezoelectric Material Parameters
type: journal_article
user_id: '11829'
volume: 9
year: '2025'
...
---
_id: '54837'
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Johannes
  full_name: Lankeit, Johannes
  last_name: Lankeit
- first_name: Michael
  full_name: Winkler, Michael
  id: '31496'
  last_name: Winkler
citation:
  ama: 'Claes L, Lankeit J, Winkler M. A model for heat generation by acoustic waves
    in piezoelectric materials: Global large-data solutions. <i>Mathematical Models
    and Methods in Applied Sciences</i>. 2025;35(11):2465-2512. doi:<a href="https://doi.org/10.1142/s0218202525500447">10.1142/s0218202525500447</a>'
  apa: 'Claes, L., Lankeit, J., &#38; Winkler, M. (2025). A model for heat generation
    by acoustic waves in piezoelectric materials: Global large-data solutions. <i>Mathematical
    Models and Methods in Applied Sciences</i>, <i>35</i>(11), 2465–2512. <a href="https://doi.org/10.1142/s0218202525500447">https://doi.org/10.1142/s0218202525500447</a>'
  bibtex: '@article{Claes_Lankeit_Winkler_2025, title={A model for heat generation
    by acoustic waves in piezoelectric materials: Global large-data solutions}, volume={35},
    DOI={<a href="https://doi.org/10.1142/s0218202525500447">10.1142/s0218202525500447</a>},
    number={11}, journal={Mathematical Models and Methods in Applied Sciences}, publisher={World
    Scientific Pub Co Pte Ltd}, author={Claes, Leander and Lankeit, Johannes and Winkler,
    Michael}, year={2025}, pages={2465–2512} }'
  chicago: 'Claes, Leander, Johannes Lankeit, and Michael Winkler. “A Model for Heat
    Generation by Acoustic Waves in Piezoelectric Materials: Global Large-Data Solutions.”
    <i>Mathematical Models and Methods in Applied Sciences</i> 35, no. 11 (2025):
    2465–2512. <a href="https://doi.org/10.1142/s0218202525500447">https://doi.org/10.1142/s0218202525500447</a>.'
  ieee: 'L. Claes, J. Lankeit, and M. Winkler, “A model for heat generation by acoustic
    waves in piezoelectric materials: Global large-data solutions,” <i>Mathematical
    Models and Methods in Applied Sciences</i>, vol. 35, no. 11, pp. 2465–2512, 2025,
    doi: <a href="https://doi.org/10.1142/s0218202525500447">10.1142/s0218202525500447</a>.'
  mla: 'Claes, Leander, et al. “A Model for Heat Generation by Acoustic Waves in Piezoelectric
    Materials: Global Large-Data Solutions.” <i>Mathematical Models and Methods in
    Applied Sciences</i>, vol. 35, no. 11, World Scientific Pub Co Pte Ltd, 2025,
    pp. 2465–512, doi:<a href="https://doi.org/10.1142/s0218202525500447">10.1142/s0218202525500447</a>.'
  short: L. Claes, J. Lankeit, M. Winkler, Mathematical Models and Methods in Applied
    Sciences 35 (2025) 2465–2512.
date_created: 2024-06-20T13:43:42Z
date_updated: 2026-01-05T07:59:41Z
department:
- _id: '90'
- _id: '49'
doi: 10.1142/s0218202525500447
external_id:
  arxiv:
  - '2411.14900'
intvolume: '        35'
issue: '11'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/2411.14900
oa: '1'
page: 2465-2512
project:
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
publication: Mathematical Models and Methods in Applied Sciences
publication_identifier:
  issn:
  - 1793-6314
publisher: World Scientific Pub Co Pte Ltd
status: public
title: 'A model for heat generation by acoustic waves in piezoelectric materials:
  Global large-data solutions'
type: journal_article
user_id: '11829'
volume: 35
year: '2025'
...
---
_id: '59689'
author:
- first_name: Olga
  full_name: Friesen, Olga
  id: '44026'
  last_name: Friesen
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Kevin
  full_name: Koch, Kevin
  last_name: Koch
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Friesen O, Meihost L, Koch K, Claes L, Henning B. Estimation of piezoelectric
    material parameters under varying electric field conditions. In: ; 2025. doi:<a
    href="https://doi.org/10.71568/DASDAGA2025.078">10.71568/DASDAGA2025.078</a>'
  apa: Friesen, O., Meihost, L., Koch, K., Claes, L., &#38; Henning, B. (2025). <i>Estimation
    of piezoelectric material parameters under varying electric field conditions</i>.
    DAS | DAGA 2025 - 51st Annual Meeting on Acoustics, Copenhagen. <a href="https://doi.org/10.71568/DASDAGA2025.078">https://doi.org/10.71568/DASDAGA2025.078</a>
  bibtex: '@inproceedings{Friesen_Meihost_Koch_Claes_Henning_2025, title={Estimation
    of piezoelectric material parameters under varying electric field conditions},
    DOI={<a href="https://doi.org/10.71568/DASDAGA2025.078">10.71568/DASDAGA2025.078</a>},
    author={Friesen, Olga and Meihost, Lars and Koch, Kevin and Claes, Leander and
    Henning, Bernd}, year={2025} }'
  chicago: Friesen, Olga, Lars Meihost, Kevin Koch, Leander Claes, and Bernd Henning.
    “Estimation of Piezoelectric Material Parameters under Varying Electric Field
    Conditions,” 2025. <a href="https://doi.org/10.71568/DASDAGA2025.078">https://doi.org/10.71568/DASDAGA2025.078</a>.
  ieee: 'O. Friesen, L. Meihost, K. Koch, L. Claes, and B. Henning, “Estimation of
    piezoelectric material parameters under varying electric field conditions,” presented
    at the DAS | DAGA 2025 - 51st Annual Meeting on Acoustics, Copenhagen, 2025, doi:
    <a href="https://doi.org/10.71568/DASDAGA2025.078">10.71568/DASDAGA2025.078</a>.'
  mla: Friesen, Olga, et al. <i>Estimation of Piezoelectric Material Parameters under
    Varying Electric Field Conditions</i>. 2025, doi:<a href="https://doi.org/10.71568/DASDAGA2025.078">10.71568/DASDAGA2025.078</a>.
  short: 'O. Friesen, L. Meihost, K. Koch, L. Claes, B. Henning, in: 2025.'
conference:
  end_date: 2025-03-20
  location: Copenhagen
  name: DAS | DAGA 2025 - 51st Annual Meeting on Acoustics
  start_date: 2025-03-17
date_created: 2025-04-25T08:51:32Z
date_updated: 2026-01-05T08:02:20Z
department:
- _id: '49'
doi: 10.71568/DASDAGA2025.078
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
status: public
title: Estimation of piezoelectric material parameters under varying electric field
  conditions
type: conference
user_id: '11829'
year: '2025'
...
---
_id: '59056'
author:
- first_name: Karl
  full_name: Seeger, Karl
  last_name: Seeger
- first_name: Matteo
  full_name: Genovese, Matteo
  last_name: Genovese
- first_name: Alexander
  full_name: Schlüter, Alexander
  id: '103302'
  last_name: Schlüter
  orcid: 0000-0002-2569-1624
- first_name: Christina
  full_name: Kockel, Christina
  last_name: Kockel
- first_name: Orlando
  full_name: Corigliano, Orlando
  last_name: Corigliano
- first_name: Edith Benjamina
  full_name: Díaz Canales, Edith Benjamina
  id: '105704'
  last_name: Díaz Canales
  orcid: 0009-0007-2748-0074
- first_name: Aaron
  full_name: Praktiknjo, Aaron
  last_name: Praktiknjo
- first_name: Petronilla
  full_name: Fragiacomo, Petronilla
  last_name: Fragiacomo
citation:
  ama: 'Seeger K, Genovese M, Schlüter A, et al. Techno-economic analysis of hydrogen
    and green fuels supply scenarios assessing three import routes: Canada, Chile,
    and Algeria to Germany. <i>International Journal of Hydrogen Energy</i>. 2025;116:558-576.
    doi:<a href="https://doi.org/10.1016/j.ijhydene.2025.02.379">10.1016/j.ijhydene.2025.02.379</a>'
  apa: 'Seeger, K., Genovese, M., Schlüter, A., Kockel, C., Corigliano, O., Díaz Canales,
    E. B., Praktiknjo, A., &#38; Fragiacomo, P. (2025). Techno-economic analysis of
    hydrogen and green fuels supply scenarios assessing three import routes: Canada,
    Chile, and Algeria to Germany. <i>International Journal of Hydrogen Energy</i>,
    <i>116</i>, 558–576. <a href="https://doi.org/10.1016/j.ijhydene.2025.02.379">https://doi.org/10.1016/j.ijhydene.2025.02.379</a>'
  bibtex: '@article{Seeger_Genovese_Schlüter_Kockel_Corigliano_Díaz Canales_Praktiknjo_Fragiacomo_2025,
    title={Techno-economic analysis of hydrogen and green fuels supply scenarios assessing
    three import routes: Canada, Chile, and Algeria to Germany}, volume={116}, DOI={<a
    href="https://doi.org/10.1016/j.ijhydene.2025.02.379">10.1016/j.ijhydene.2025.02.379</a>},
    journal={International Journal of Hydrogen Energy}, publisher={Elsevier BV}, author={Seeger,
    Karl and Genovese, Matteo and Schlüter, Alexander and Kockel, Christina and Corigliano,
    Orlando and Díaz Canales, Edith Benjamina and Praktiknjo, Aaron and Fragiacomo,
    Petronilla}, year={2025}, pages={558–576} }'
  chicago: 'Seeger, Karl, Matteo Genovese, Alexander Schlüter, Christina Kockel, Orlando
    Corigliano, Edith Benjamina Díaz Canales, Aaron Praktiknjo, and Petronilla Fragiacomo.
    “Techno-Economic Analysis of Hydrogen and Green Fuels Supply Scenarios Assessing
    Three Import Routes: Canada, Chile, and Algeria to Germany.” <i>International
    Journal of Hydrogen Energy</i> 116 (2025): 558–76. <a href="https://doi.org/10.1016/j.ijhydene.2025.02.379">https://doi.org/10.1016/j.ijhydene.2025.02.379</a>.'
  ieee: 'K. Seeger <i>et al.</i>, “Techno-economic analysis of hydrogen and green
    fuels supply scenarios assessing three import routes: Canada, Chile, and Algeria
    to Germany,” <i>International Journal of Hydrogen Energy</i>, vol. 116, pp. 558–576,
    2025, doi: <a href="https://doi.org/10.1016/j.ijhydene.2025.02.379">10.1016/j.ijhydene.2025.02.379</a>.'
  mla: 'Seeger, Karl, et al. “Techno-Economic Analysis of Hydrogen and Green Fuels
    Supply Scenarios Assessing Three Import Routes: Canada, Chile, and Algeria to
    Germany.” <i>International Journal of Hydrogen Energy</i>, vol. 116, Elsevier
    BV, 2025, pp. 558–76, doi:<a href="https://doi.org/10.1016/j.ijhydene.2025.02.379">10.1016/j.ijhydene.2025.02.379</a>.'
  short: K. Seeger, M. Genovese, A. Schlüter, C. Kockel, O. Corigliano, E.B. Díaz
    Canales, A. Praktiknjo, P. Fragiacomo, International Journal of Hydrogen Energy
    116 (2025) 558–576.
date_created: 2025-03-18T08:57:46Z
date_updated: 2026-01-06T08:01:01Z
department:
- _id: '876'
- _id: '9'
- _id: '393'
- _id: '321'
doi: 10.1016/j.ijhydene.2025.02.379
intvolume: '       116'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.ijhydene.2025.02.379
oa: '1'
page: 558-576
publication: International Journal of Hydrogen Energy
publication_identifier:
  issn:
  - 0360-3199
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: 'Techno-economic analysis of hydrogen and green fuels supply scenarios assessing
  three import routes: Canada, Chile, and Algeria to Germany'
type: journal_article
user_id: '103302'
volume: 116
year: '2025'
...
---
_id: '60837'
abstract:
- lang: eng
  text: "In light of growing demands for resource efficiency and sustainability in
    vehicle engineering, the environmentally compatible separation of structural adhesive
    joints is gaining increasing relevance. This study presents a comparative analysis
    of two physically based debonding methods: the established hot-air process and
    a cryogenic cold process based on liquid nitrogen (LN2). The primary objective
    is to assess the ecological impact and process-related sustainability of both
    approaches.\r\nExperimental investigations were conducted on a component-representative
    triple-sheet structure that simulates common automotive flange joints. Thermal
    input was applied either by convective heating using a hot air gun or by direct
    cooling through a contact-based LN2 tool. The resulting temperature profiles were
    recorded using spatially distributed thermocouples. Subsequently, the outer panel
    was selectively debonded to replicate a repair scenario, and the mechanical integrity
    of the remaining adhesive joint was evaluated through Mode I testing of L-shaped
    specimens. Process data served as input for an Life Cycle Assessment (LCA) according
    to DIN EN ISO 14040.\r\nThe cryogenic method achieved a 40% reduction in carbon
    footprint compared to the hot-air process (0.337 kg vs. 0.559 kg CO2-equivalents),
    primarily due to its shorter process time and more efficient heat transfer. While
    the hot-air method’s impact is mainly driven by electrical energy use, that of
    the cold method stems from cryogenic media consumption. Notwithstanding certain
    disadvantages in specific impact categories, the LN2-based process exhibits a
    superior overall ecological performance and signifies a promising solution for
    repair- and recycling-oriented adhesive separation in structural vehicle applications."
article_number: '100332'
article_type: original
author:
- first_name: Alex
  full_name: Jordan, Alex
  id: '62451'
  last_name: Jordan
  orcid: 0009-0007-9546-6071
- first_name: Lucas
  full_name: Hermelingmeier, Lucas
  id: '58649'
  last_name: Hermelingmeier
- first_name: Julian
  full_name: Gilich, Julian
  id: '44391'
  last_name: Gilich
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
- first_name: Marco Sebastian
  full_name: De Santis, Marco Sebastian
  id: '52239'
  last_name: De Santis
- first_name: Alexander
  full_name: Schlüter, Alexander
  id: '103302'
  last_name: Schlüter
  orcid: 0000-0002-2569-1624
citation:
  ama: Jordan A, Hermelingmeier L, Gilich J, Meschut G, De Santis MS, Schlüter A.
    Comparison of the economic efficiency and sustainability of two debonding processes
    for structurally bonded sills. <i>Journal of Advanced Joining Processes</i>. 2025;12.
    doi:<a href="https://doi.org/10.1016/j.jajp.2025.100332">10.1016/j.jajp.2025.100332</a>
  apa: Jordan, A., Hermelingmeier, L., Gilich, J., Meschut, G., De Santis, M. S.,
    &#38; Schlüter, A. (2025). Comparison of the economic efficiency and sustainability
    of two debonding processes for structurally bonded sills. <i>Journal of Advanced
    Joining Processes</i>, <i>12</i>, Article 100332. <a href="https://doi.org/10.1016/j.jajp.2025.100332">https://doi.org/10.1016/j.jajp.2025.100332</a>
  bibtex: '@article{Jordan_Hermelingmeier_Gilich_Meschut_De Santis_Schlüter_2025,
    title={Comparison of the economic efficiency and sustainability of two debonding
    processes for structurally bonded sills}, volume={12}, DOI={<a href="https://doi.org/10.1016/j.jajp.2025.100332">10.1016/j.jajp.2025.100332</a>},
    number={100332}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier},
    author={Jordan, Alex and Hermelingmeier, Lucas and Gilich, Julian and Meschut,
    Gerson and De Santis, Marco Sebastian and Schlüter, Alexander}, year={2025} }'
  chicago: Jordan, Alex, Lucas Hermelingmeier, Julian Gilich, Gerson Meschut, Marco
    Sebastian De Santis, and Alexander Schlüter. “Comparison of the Economic Efficiency
    and Sustainability of Two Debonding Processes for Structurally Bonded Sills.”
    <i>Journal of Advanced Joining Processes</i> 12 (2025). <a href="https://doi.org/10.1016/j.jajp.2025.100332">https://doi.org/10.1016/j.jajp.2025.100332</a>.
  ieee: 'A. Jordan, L. Hermelingmeier, J. Gilich, G. Meschut, M. S. De Santis, and
    A. Schlüter, “Comparison of the economic efficiency and sustainability of two
    debonding processes for structurally bonded sills,” <i>Journal of Advanced Joining
    Processes</i>, vol. 12, Art. no. 100332, 2025, doi: <a href="https://doi.org/10.1016/j.jajp.2025.100332">10.1016/j.jajp.2025.100332</a>.'
  mla: Jordan, Alex, et al. “Comparison of the Economic Efficiency and Sustainability
    of Two Debonding Processes for Structurally Bonded Sills.” <i>Journal of Advanced
    Joining Processes</i>, vol. 12, 100332, Elsevier, 2025, doi:<a href="https://doi.org/10.1016/j.jajp.2025.100332">10.1016/j.jajp.2025.100332</a>.
  short: A. Jordan, L. Hermelingmeier, J. Gilich, G. Meschut, M.S. De Santis, A. Schlüter,
    Journal of Advanced Joining Processes 12 (2025).
date_created: 2025-07-30T11:04:28Z
date_updated: 2026-01-06T08:22:54Z
department:
- _id: '157'
- _id: '876'
- _id: '321'
- _id: '9'
doi: 10.1016/j.jajp.2025.100332
intvolume: '        12'
keyword:
- Sustainable debonding
- Structural adhesives
- Sustainable joining technologies
- Life Cycle Assessment (LCA)
- Automotive repair process
- Economically efficient debonding
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S2666330925000536?via%3Dihub
oa: '1'
publication: Journal of Advanced Joining Processes
publication_identifier:
  issn:
  - 2666-3309
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: Comparison of the economic efficiency and sustainability of two debonding processes
  for structurally bonded sills
type: journal_article
user_id: '103302'
volume: 12
year: '2025'
...
---
_id: '63209'
abstract:
- lang: ger
  text: 'Die DFG-Projekte AddFeRo-PM (406108415) und AddFeRo-SR (465089065) untersuchten
    die Potenziale des LB-PBF/M-Verfahrens zur Herstellung von Rotoren für unterschiedliche
    elektrische Maschinen. Im interdisziplinären Ansatz wurden Materialentwicklung
    und mechanische sowie elektromagnetische Optimierung verbunden. Im Projekt „AddFeRo-PM“
    wurde der Rotor einer permanentmagneterregten Synchron- maschine (PMSM) untersucht.
    FeSi erwies sich als geeignete Legierung, konnte aber wegen Spannungsrissen nur
    bis zu 3 % Siliziumanteil (kurz: FeSi3) verarbeitet werden. Mechanische und elektromagnetische
    Untersuchungen ermöglichten eine 3D-Optimierung der Rotorgeometrie und -struktur.
    Der Demonstrator wurde additiv gefertigt und zeigt Leicht-baupotenziale sowie
    reduzierte Drehmomentwelligkeit. Im Folgeprojekt „AddFeRo-SR“ kam eine Hochtemperatur-Bauraumheizung
    (HTBH) zum Einsatz, die FeSi mit 6,5 % Siliziumanteil verarbeitbar machte, welches
    bessere elektro- magnetische Eigenschaften bietet. Sie wurde bei einer Synchron-Reluktanzmaschine
    (SynRM) getestet. Eine hybride Rotorfertigung erwies sich jedoch aufgrund von
    HTBH-Einschränkungen als ungeeignet, weshalb eine einteilige Fertigung mit FeSi3
    umgesetzt wurde. Experimente bestätigten vergleichbare Betriebsergebnisse zur
    konventionellen Fertigung bei reduzierter Rotormasse. Zusätzlich wurde eine Methodik
    entwickelt, um additive Verfahren als Ergänzung zur konventionellen Fertigung
    zu integrieren. Beide Projekte zeigen das Potenzial additiver Fertigung für Leichtbau
    und Wirkungsgradsteigerung im Elektromaschinenbau und bieten wertvolle Grundlagen
    für industrielle Anwendungen.'
author:
- first_name: Michael
  full_name: Haase, Michael
  id: '35970'
  last_name: Haase
- first_name: Marius
  full_name: Behrendt, Marius
  last_name: Behrendt
- first_name: Florian
  full_name: Hengsbach, Florian
  id: '14073'
  last_name: Hengsbach
- first_name: Vinay
  full_name: Kunnathully Sathees Kumar, Vinay
  id: '60979'
  last_name: Kunnathully Sathees Kumar
- first_name: Sebastian
  full_name: Magerkohl, Sebastian
  id: '28520'
  last_name: Magerkohl
- first_name: Balázs
  full_name: Magyar, Balázs
  id: '97759'
  last_name: Magyar
- first_name: Bernd
  full_name: Ponick, Bernd
  last_name: Ponick
- first_name: Mirko
  full_name: Schaper, Mirko
  id: '43720'
  last_name: Schaper
- first_name: Detmar
  full_name: Zimmer, Detmar
  id: '604'
  last_name: Zimmer
citation:
  ama: 'Haase M, Behrendt M, Hengsbach F, et al. <i>Additive Fertigung im Elektromaschinenbau:
    Erforschung von Potentialen der additiven Fertigung in Rotoren permanentmagneterregter
    Synchronmaschinen</i>. Technische Informationsbibliothek; 2025. doi:<a href="https://doi.org/10.34657/26753">10.34657/26753</a>'
  apa: 'Haase, M., Behrendt, M., Hengsbach, F., Kunnathully Sathees Kumar, V., Magerkohl,
    S., Magyar, B., Ponick, B., Schaper, M., &#38; Zimmer, D. (2025). <i>Additive
    Fertigung im Elektromaschinenbau: Erforschung von Potentialen der additiven Fertigung
    in Rotoren permanentmagneterregter Synchronmaschinen</i>. Technische Informationsbibliothek.
    <a href="https://doi.org/10.34657/26753">https://doi.org/10.34657/26753</a>'
  bibtex: '@book{Haase_Behrendt_Hengsbach_Kunnathully Sathees Kumar_Magerkohl_Magyar_Ponick_Schaper_Zimmer_2025,
    place={Hannover}, title={Additive Fertigung im Elektromaschinenbau: Erforschung
    von Potentialen der additiven Fertigung in Rotoren permanentmagneterregter Synchronmaschinen},
    DOI={<a href="https://doi.org/10.34657/26753">10.34657/26753</a>}, publisher={Technische
    Informationsbibliothek}, author={Haase, Michael and Behrendt, Marius and Hengsbach,
    Florian and Kunnathully Sathees Kumar, Vinay and Magerkohl, Sebastian and Magyar,
    Balázs and Ponick, Bernd and Schaper, Mirko and Zimmer, Detmar}, year={2025} }'
  chicago: 'Haase, Michael, Marius Behrendt, Florian Hengsbach, Vinay Kunnathully
    Sathees Kumar, Sebastian Magerkohl, Balázs Magyar, Bernd Ponick, Mirko Schaper,
    and Detmar Zimmer. <i>Additive Fertigung im Elektromaschinenbau: Erforschung von
    Potentialen der additiven Fertigung in Rotoren permanentmagneterregter Synchronmaschinen</i>.
    Hannover: Technische Informationsbibliothek, 2025. <a href="https://doi.org/10.34657/26753">https://doi.org/10.34657/26753</a>.'
  ieee: 'M. Haase <i>et al.</i>, <i>Additive Fertigung im Elektromaschinenbau: Erforschung
    von Potentialen der additiven Fertigung in Rotoren permanentmagneterregter Synchronmaschinen</i>.
    Hannover: Technische Informationsbibliothek, 2025.'
  mla: 'Haase, Michael, et al. <i>Additive Fertigung im Elektromaschinenbau: Erforschung
    von Potentialen der additiven Fertigung in Rotoren permanentmagneterregter Synchronmaschinen</i>.
    Technische Informationsbibliothek, 2025, doi:<a href="https://doi.org/10.34657/26753">10.34657/26753</a>.'
  short: 'M. Haase, M. Behrendt, F. Hengsbach, V. Kunnathully Sathees Kumar, S. Magerkohl,
    B. Magyar, B. Ponick, M. Schaper, D. Zimmer, Additive Fertigung im Elektromaschinenbau:
    Erforschung von Potentialen der additiven Fertigung in Rotoren permanentmagneterregter
    Synchronmaschinen, Technische Informationsbibliothek, Hannover, 2025.'
date_created: 2025-12-18T12:14:12Z
date_updated: 2026-01-06T08:09:33Z
department:
- _id: '146'
- _id: '158'
doi: 10.34657/26753
has_accepted_license: '1'
keyword:
- Additive Fertigung
- Elektromotor
- Leichtbau
- Synchronmotor
- DFG
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://oa.tib.eu/renate/bitstreams/9121e5bb-d113-4cfe-8fc6-610465afcd66/download
oa: '1'
place: Hannover
publication_status: published
publisher: Technische Informationsbibliothek
status: public
title: 'Additive Fertigung im Elektromaschinenbau: Erforschung von Potentialen der
  additiven Fertigung in Rotoren permanentmagneterregter Synchronmaschinen'
type: report
user_id: '97759'
year: '2025'
...
---
_id: '61753'
abstract:
- lang: eng
  text: This paper presents LOLA, a massively multilingual large language model trained
    on more than 160 languages using a sparse Mixture-of-Experts Transformer architecture.
    Our architectural and implementation choices address the challenge of harnessing
    linguistic diversity while maintaining efficiency and avoiding the common pitfalls
    of multilinguality. Our analysis of the evaluation results shows competitive performance
    in natural language generation and understanding tasks. Additionally, we demonstrate
    how the learned expert-routing mechanism exploits implicit phylogenetic linguistic
    patterns to potentially alleviate the curse of multilinguality. We provide an
    in-depth look at the training process, an analysis of the datasets, and a balanced
    exploration of the model{’}s strengths and limitations. As an open-source model,
    LOLA promotes reproducibility and serves as a robust foundation for future research.
    Our findings enable the development of compute-efficient multilingual models with
    strong, scalable performance across languages.
author:
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Denis
  full_name: Kuchelev, Denis
  id: '70842'
  last_name: Kuchelev
- first_name: Tatiana
  full_name: Moteu Ngoli, Tatiana
  id: '99174'
  last_name: Moteu Ngoli
- first_name: Kshitij
  full_name: Shetty, Kshitij
  last_name: Shetty
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Hamada Mohamed Abdelsamee
  full_name: Zahera, Hamada Mohamed Abdelsamee
  id: '72768'
  last_name: Zahera
  orcid: 0000-0003-0215-1278
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Srivastava N, Kuchelev D, Moteu Ngoli T, et al. LOLA – An Open-Source Massively
    Multilingual Large Language Model. In: Rambow O, Wanner L, Apidianaki M, Al-Khalifa
    H, Eugenio BD, Schockaert S, eds. <i>Proceedings of the 31st International Conference
    on Computational Linguistics</i>. Association for Computational Linguistics; 2025:6420–6446.'
  apa: Srivastava, N., Kuchelev, D., Moteu Ngoli, T., Shetty, K., Röder, M., Zahera,
    H. M. A., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2025). LOLA – An Open-Source
    Massively Multilingual Large Language Model. In O. Rambow, L. Wanner, M. Apidianaki,
    H. Al-Khalifa, B. D. Eugenio, &#38; S. Schockaert (Eds.), <i>Proceedings of the
    31st International Conference on Computational Linguistics</i> (pp. 6420–6446).
    Association for Computational Linguistics.
  bibtex: '@inproceedings{Srivastava_Kuchelev_Moteu Ngoli_Shetty_Röder_Zahera_Moussallem_Ngonga
    Ngomo_2025, place={Abu Dhabi, UAE}, title={LOLA – An Open-Source Massively Multilingual
    Large Language Model}, booktitle={Proceedings of the 31st International Conference
    on Computational Linguistics}, publisher={Association for Computational Linguistics},
    author={Srivastava, Nikit and Kuchelev, Denis and Moteu Ngoli, Tatiana and Shetty,
    Kshitij and Röder, Michael and Zahera, Hamada Mohamed Abdelsamee and Moussallem,
    Diego and Ngonga Ngomo, Axel-Cyrille}, editor={Rambow, Owen and Wanner, Leo and
    Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert,
    Steven}, year={2025}, pages={6420–6446} }'
  chicago: 'Srivastava, Nikit, Denis Kuchelev, Tatiana Moteu Ngoli, Kshitij Shetty,
    Michael Röder, Hamada Mohamed Abdelsamee Zahera, Diego Moussallem, and Axel-Cyrille
    Ngonga Ngomo. “LOLA – An Open-Source Massively Multilingual Large Language Model.”
    In <i>Proceedings of the 31st International Conference on Computational Linguistics</i>,
    edited by Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara
    Di Eugenio, and Steven Schockaert, 6420–6446. Abu Dhabi, UAE: Association for
    Computational Linguistics, 2025.'
  ieee: N. Srivastava <i>et al.</i>, “LOLA – An Open-Source Massively Multilingual
    Large Language Model,” in <i>Proceedings of the 31st International Conference
    on Computational Linguistics</i>, 2025, pp. 6420–6446.
  mla: Srivastava, Nikit, et al. “LOLA – An Open-Source Massively Multilingual Large
    Language Model.” <i>Proceedings of the 31st International Conference on Computational
    Linguistics</i>, edited by Owen Rambow et al., Association for Computational Linguistics,
    2025, pp. 6420–6446.
  short: 'N. Srivastava, D. Kuchelev, T. Moteu Ngoli, K. Shetty, M. Röder, H.M.A.
    Zahera, D. Moussallem, A.-C. Ngonga Ngomo, in: O. Rambow, L. Wanner, M. Apidianaki,
    H. Al-Khalifa, B.D. Eugenio, S. Schockaert (Eds.), Proceedings of the 31st International
    Conference on Computational Linguistics, Association for Computational Linguistics,
    Abu Dhabi, UAE, 2025, pp. 6420–6446.'
date_created: 2025-10-08T11:02:30Z
date_updated: 2026-01-06T10:11:37Z
editor:
- first_name: Owen
  full_name: Rambow, Owen
  last_name: Rambow
- first_name: Leo
  full_name: Wanner, Leo
  last_name: Wanner
- first_name: Marianna
  full_name: Apidianaki, Marianna
  last_name: Apidianaki
- first_name: Hend
  full_name: Al-Khalifa, Hend
  last_name: Al-Khalifa
- first_name: Barbara Di
  full_name: Eugenio, Barbara Di
  last_name: Eugenio
- first_name: Steven
  full_name: Schockaert, Steven
  last_name: Schockaert
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://aclanthology.org/2025.coling-main.428.pdf
oa: '1'
page: 6420–6446
place: Abu Dhabi, UAE
publication: Proceedings of the 31st International Conference on Computational Linguistics
publisher: Association for Computational Linguistics
status: public
title: LOLA – An Open-Source Massively Multilingual Large Language Model
type: conference
user_id: '70066'
year: '2025'
...
---
_id: '63091'
abstract:
- lang: eng
  text: We present the design and characterization of a guided-wave, bright, and highly
    frequency non-degenerate parametric down-conversion (PDC) source in thin-film
    lithium niobate. The source generates photon pairs with wavelengths of 815 nm
    and 1550 nm, linking the visible wavelength regime with telecommunication wavelengths.
    We confirm the high quality of the generated single photons by determining a value
    for the heralded second-order correlation function as low as g_h^(2)=(6.7+/-1.1)*10^8-3).
    Furthermore, we achieve a high spectral brightness of 0.44·10pairs/(smWGHz) which
    is two orders of magnitude higher than sources based on weakly guiding waveguides.
    The shape of the PDC spectrum and the strong agreement between the effective and
    nominal bandwidth highlight our high fabrication quality of periodically poled
    waveguides. The good agreement between the measured and simulated spectral characteristics
    of our source demonstrates our excellent understanding of the PDC process. Our
    result is a valuable step towards practical and scalable quantum communication
    networks as well as photonic quantum computing.
article_number: '52729'
article_type: original
author:
- first_name: Silia
  full_name: Babel, Silia
  id: '63231'
  last_name: Babel
  orcid: https://orcid.org/0000-0002-1568-2580
- first_name: Laura
  full_name: Bollmers, Laura
  id: '61375'
  last_name: Bollmers
- first_name: Franz
  full_name: Roeder, Franz
  id: '88149'
  last_name: Roeder
- first_name: Werner
  full_name: Ridder, Werner
  id: '63574'
  last_name: Ridder
- first_name: Christian
  full_name: Golla, Christian
  id: '40420'
  last_name: Golla
- first_name: Ronja
  full_name: Köthemann, Ronja
  last_name: Köthemann
- first_name: Bernhard
  full_name: Reineke, Bernhard
  id: '29821'
  last_name: Reineke
- first_name: Harald
  full_name: Herrmann, Harald
  id: '216'
  last_name: Herrmann
- first_name: Benjamin
  full_name: Brecht, Benjamin
  id: '27150'
  last_name: Brecht
  orcid: '0000-0003-4140-0556 '
- first_name: Christof
  full_name: Eigner, Christof
  id: '13244'
  last_name: Eigner
  orcid: https://orcid.org/0000-0002-5693-3083
- first_name: Laura
  full_name: Padberg, Laura
  id: '40300'
  last_name: Padberg
- first_name: Christine
  full_name: Silberhorn, Christine
  id: '26263'
  last_name: Silberhorn
citation:
  ama: Babel S, Bollmers L, Roeder F, et al. Ultrabright, two-color photon pair source
    based on thin-film lithium niobate for bridging visible and telecom wavelengths.
    <i>Optics Express</i>. 2025;33(25). doi:<a href="https://doi.org/10.1364/oe.571605">10.1364/oe.571605</a>
  apa: Babel, S., Bollmers, L., Roeder, F., Ridder, W., Golla, C., Köthemann, R.,
    Reineke, B., Herrmann, H., Brecht, B., Eigner, C., Padberg, L., &#38; Silberhorn,
    C. (2025). Ultrabright, two-color photon pair source based on thin-film lithium
    niobate for bridging visible and telecom wavelengths. <i>Optics Express</i>, <i>33</i>(25),
    Article 52729. <a href="https://doi.org/10.1364/oe.571605">https://doi.org/10.1364/oe.571605</a>
  bibtex: '@article{Babel_Bollmers_Roeder_Ridder_Golla_Köthemann_Reineke_Herrmann_Brecht_Eigner_et
    al._2025, title={Ultrabright, two-color photon pair source based on thin-film
    lithium niobate for bridging visible and telecom wavelengths}, volume={33}, DOI={<a
    href="https://doi.org/10.1364/oe.571605">10.1364/oe.571605</a>}, number={2552729},
    journal={Optics Express}, publisher={Optica Publishing Group}, author={Babel,
    Silia and Bollmers, Laura and Roeder, Franz and Ridder, Werner and Golla, Christian
    and Köthemann, Ronja and Reineke, Bernhard and Herrmann, Harald and Brecht, Benjamin
    and Eigner, Christof and et al.}, year={2025} }'
  chicago: Babel, Silia, Laura Bollmers, Franz Roeder, Werner Ridder, Christian Golla,
    Ronja Köthemann, Bernhard Reineke, et al. “Ultrabright, Two-Color Photon Pair
    Source Based on Thin-Film Lithium Niobate for Bridging Visible and Telecom Wavelengths.”
    <i>Optics Express</i> 33, no. 25 (2025). <a href="https://doi.org/10.1364/oe.571605">https://doi.org/10.1364/oe.571605</a>.
  ieee: 'S. Babel <i>et al.</i>, “Ultrabright, two-color photon pair source based
    on thin-film lithium niobate for bridging visible and telecom wavelengths,” <i>Optics
    Express</i>, vol. 33, no. 25, Art. no. 52729, 2025, doi: <a href="https://doi.org/10.1364/oe.571605">10.1364/oe.571605</a>.'
  mla: Babel, Silia, et al. “Ultrabright, Two-Color Photon Pair Source Based on Thin-Film
    Lithium Niobate for Bridging Visible and Telecom Wavelengths.” <i>Optics Express</i>,
    vol. 33, no. 25, 52729, Optica Publishing Group, 2025, doi:<a href="https://doi.org/10.1364/oe.571605">10.1364/oe.571605</a>.
  short: S. Babel, L. Bollmers, F. Roeder, W. Ridder, C. Golla, R. Köthemann, B. Reineke,
    H. Herrmann, B. Brecht, C. Eigner, L. Padberg, C. Silberhorn, Optics Express 33
    (2025).
date_created: 2025-12-15T07:20:36Z
date_updated: 2026-01-07T11:28:35Z
department:
- _id: '288'
- _id: '623'
doi: 10.1364/oe.571605
intvolume: '        33'
issue: '25'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://opg.optica.org/oe/fulltext.cfm?uri=oe-33-25-52729
oa: '1'
publication: Optics Express
publication_identifier:
  issn:
  - 1094-4087
publication_status: published
publisher: Optica Publishing Group
status: public
title: Ultrabright, two-color photon pair source based on thin-film lithium niobate
  for bridging visible and telecom wavelengths
type: journal_article
user_id: '63231'
volume: 33
year: '2025'
...
---
_id: '62713'
abstract:
- lang: eng
  text: Periodically poled thin-film lithium niobate (TFLN) crystals are the fundamental
    building block for highly-efficient quantum light sources and frequency converters.
    The efficiency of these devices is strongly dependent on the interaction length
    between the light and the nonlinear material, scaling quadratically with this
    parameter. Nevertheless, the fabrication of long, continuously poled areas in
    TFLN remains challenging, the length of continuously poled areas rarely exceeds
    10 mm. In this work, we demonstrate a significant progress in this field achieving
    the periodic poling of continuous poled areas of 70 mm length with a 3 μm poling
    period and a close to 50 % duty cycle. We compare two poling electrode design
    approaches to fabricate long, continuous poled areas. The first approach involves
    the poling of a single, continuous 70 mm long electrode. The second utilize a
    segmented approach including the poling of more than 20 individual sections forming
    together a 70 mm long poling area with no stitching errors. While the continuous
    electrode allows for faster fabrication, the segmented approach allows to individually
    optimize the poling resulting in less duty cycle variation. A detailed analysis
    of the periodic poling results reveals that the results of both are consistent
    with previously reported poling outcomes for shorter devices. Thus, we demonstrate
    wafer-scale periodic poling exceeding chiplet-size without any loss in the periodic
    poling quality. Our work presents a key step towards highly-efficient, narrow-bandwidth
    and low-pump power nonlinear optical devices.
article_type: original
author:
- first_name: Laura
  full_name: Bollmers, Laura
  id: '61375'
  last_name: Bollmers
- first_name: Noah
  full_name: Spiegelberg, Noah
  last_name: Spiegelberg
- first_name: Michael
  full_name: Rüsing, Michael
  id: '22501'
  last_name: Rüsing
  orcid: 0000-0003-4682-4577
- first_name: Christof
  full_name: Eigner, Christof
  id: '13244'
  last_name: Eigner
  orcid: https://orcid.org/0000-0002-5693-3083
- first_name: Laura
  full_name: Padberg, Laura
  id: '40300'
  last_name: Padberg
- first_name: Christine
  full_name: Silberhorn, Christine
  id: '26263'
  last_name: Silberhorn
citation:
  ama: Bollmers L, Spiegelberg N, Rüsing M, Eigner C, Padberg L, Silberhorn C. Segmented
    finger electrodes to optimize ultra-long continuous wafer-scale periodic poling
    in thin-film lithium niobate. <i>Nanophotonics</i>. 2025;14:4761. doi:<a href="https://doi.org/10.1515/nanoph-2025-0461">10.1515/nanoph-2025-0461</a>
  apa: Bollmers, L., Spiegelberg, N., Rüsing, M., Eigner, C., Padberg, L., &#38; Silberhorn,
    C. (2025). Segmented finger electrodes to optimize ultra-long continuous wafer-scale
    periodic poling in thin-film lithium niobate. <i>Nanophotonics</i>, <i>14</i>,
    4761. <a href="https://doi.org/10.1515/nanoph-2025-0461">https://doi.org/10.1515/nanoph-2025-0461</a>
  bibtex: '@article{Bollmers_Spiegelberg_Rüsing_Eigner_Padberg_Silberhorn_2025, title={Segmented
    finger electrodes to optimize ultra-long continuous wafer-scale periodic poling
    in thin-film lithium niobate}, volume={14}, DOI={<a href="https://doi.org/10.1515/nanoph-2025-0461">10.1515/nanoph-2025-0461</a>},
    journal={Nanophotonics}, publisher={Walter de Gruyter GmbH}, author={Bollmers,
    Laura and Spiegelberg, Noah and Rüsing, Michael and Eigner, Christof and Padberg,
    Laura and Silberhorn, Christine}, year={2025}, pages={4761} }'
  chicago: 'Bollmers, Laura, Noah Spiegelberg, Michael Rüsing, Christof Eigner, Laura
    Padberg, and Christine Silberhorn. “Segmented Finger Electrodes to Optimize Ultra-Long
    Continuous Wafer-Scale Periodic Poling in Thin-Film Lithium Niobate.” <i>Nanophotonics</i>
    14 (2025): 4761. <a href="https://doi.org/10.1515/nanoph-2025-0461">https://doi.org/10.1515/nanoph-2025-0461</a>.'
  ieee: 'L. Bollmers, N. Spiegelberg, M. Rüsing, C. Eigner, L. Padberg, and C. Silberhorn,
    “Segmented finger electrodes to optimize ultra-long continuous wafer-scale periodic
    poling in thin-film lithium niobate,” <i>Nanophotonics</i>, vol. 14, p. 4761,
    2025, doi: <a href="https://doi.org/10.1515/nanoph-2025-0461">10.1515/nanoph-2025-0461</a>.'
  mla: Bollmers, Laura, et al. “Segmented Finger Electrodes to Optimize Ultra-Long
    Continuous Wafer-Scale Periodic Poling in Thin-Film Lithium Niobate.” <i>Nanophotonics</i>,
    vol. 14, Walter de Gruyter GmbH, 2025, p. 4761, doi:<a href="https://doi.org/10.1515/nanoph-2025-0461">10.1515/nanoph-2025-0461</a>.
  short: L. Bollmers, N. Spiegelberg, M. Rüsing, C. Eigner, L. Padberg, C. Silberhorn,
    Nanophotonics 14 (2025) 4761.
date_created: 2025-12-01T08:45:07Z
date_updated: 2026-01-07T12:06:29Z
department:
- _id: '15'
- _id: '288'
- _id: '623'
doi: 10.1515/nanoph-2025-0461
intvolume: '        14'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1515/nanoph-2025-0461
oa: '1'
page: '4761'
publication: Nanophotonics
publication_identifier:
  issn:
  - 2192-8606
  - 2192-8614
publication_status: published
publisher: Walter de Gruyter GmbH
quality_controlled: '1'
status: public
title: Segmented finger electrodes to optimize ultra-long continuous wafer-scale periodic
  poling in thin-film lithium niobate
type: journal_article
user_id: '22501'
volume: 14
year: '2025'
...
---
_id: '63524'
abstract:
- lang: eng
  text: Recommendation systems are essential for delivering personalized content across
    e-commerce and streaming services. However, traditional methods often fail in
    cold-start scenarios where new items lack prior interactions. Recent advances
    in large language models (LLMs) offer a promising alternative. In this paper,
    we adopt the retrieve-and-recommend framework and propose to fine-tune the LLM
    jointly on warm-and cold-start next-item recommendation tasks, thus, mitigating
    the need for separate models for both item types. We computationally compare zero-shot
    prompting, in-context learning, and fine-tuning using the same LLM backbone, and
    benchmark them against strong PLM-based baselines. Our findings provide practical
    insights into the trade-offs between accuracy and computational cost of these
    methods for next-item recommendation. To enhance reproducibility, we release the
    source code under https://github. com/HayaHalimeh/LLMs-For-Next-Item-Recommendation.git.
author:
- first_name: Haya
  full_name: Halimeh, Haya
  id: '87673'
  last_name: Halimeh
- first_name: Florian
  full_name: Freese, Florian
  last_name: Freese
- first_name: Oliver
  full_name: Müller, Oliver
  last_name: Müller
citation:
  ama: 'Halimeh H, Freese F, Müller O. LLMs For Warm and Cold Next-Item Recommendation:
    A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning.
    In: <i>International Conference on Information Systems Development</i>. University
    of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty
    of Organizational Sciences; 2025. doi:<a href="https://doi.org/10.62036/isd.2025.68">10.62036/isd.2025.68</a>'
  apa: 'Halimeh, H., Freese, F., &#38; Müller, O. (2025). LLMs For Warm and Cold Next-Item
    Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning
    and Fine-Tuning. <i>International Conference on Information Systems Development</i>.
    <a href="https://doi.org/10.62036/isd.2025.68">https://doi.org/10.62036/isd.2025.68</a>'
  bibtex: '@inproceedings{Halimeh_Freese_Müller_2025, title={LLMs For Warm and Cold
    Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context
    Learning and Fine-Tuning}, DOI={<a href="https://doi.org/10.62036/isd.2025.68">10.62036/isd.2025.68</a>},
    booktitle={International Conference on Information Systems Development}, publisher={University
    of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty
    of Organizational Sciences}, author={Halimeh, Haya and Freese, Florian and Müller,
    Oliver}, year={2025} }'
  chicago: 'Halimeh, Haya, Florian Freese, and Oliver Müller. “LLMs For Warm and Cold
    Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context
    Learning and Fine-Tuning.” In <i>International Conference on Information Systems
    Development</i>. University of Gdansk, Department of Business Informatics &#38;
    University of Belgrade, Faculty of Organizational Sciences, 2025. <a href="https://doi.org/10.62036/isd.2025.68">https://doi.org/10.62036/isd.2025.68</a>.'
  ieee: 'H. Halimeh, F. Freese, and O. Müller, “LLMs For Warm and Cold Next-Item Recommendation:
    A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning,”
    2025, doi: <a href="https://doi.org/10.62036/isd.2025.68">10.62036/isd.2025.68</a>.'
  mla: 'Halimeh, Haya, et al. “LLMs For Warm and Cold Next-Item Recommendation: A
    Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning.”
    <i>International Conference on Information Systems Development</i>, University
    of Gdansk, Department of Business Informatics &#38; University of Belgrade, Faculty
    of Organizational Sciences, 2025, doi:<a href="https://doi.org/10.62036/isd.2025.68">10.62036/isd.2025.68</a>.'
  short: 'H. Halimeh, F. Freese, O. Müller, in: International Conference on Information
    Systems Development, University of Gdansk, Department of Business Informatics
    &#38; University of Belgrade, Faculty of Organizational Sciences, 2025.'
date_created: 2026-01-07T13:36:53Z
date_updated: 2026-01-07T13:47:43Z
department:
- _id: '195'
- _id: '196'
doi: 10.62036/isd.2025.68
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: International Conference on Information Systems Development
publication_identifier:
  issn:
  - 2938-5202
publication_status: published
publisher: University of Gdansk, Department of Business Informatics & University of
  Belgrade, Faculty of Organizational Sciences
status: public
title: 'LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across
  Zero-Shot Prompting, In-Context Learning and Fine-Tuning'
type: conference
user_id: '87673'
year: '2025'
...
---
_id: '63523'
abstract:
- lang: eng
  text: 'Data spaces have become a strategic pillar of Europe''s digital agenda, enabling
    sovereign, legally compliant data sharing within decentralized ecosystems. As
    data space initiatives evolve, personalized recommendations are increasingly recognized
    as key use cases. However, traditional recommendation approaches typically rely
    on centralized aggregation of user behavior data-directly conflicting with the
    core ethos of data spaces: sovereignty, privacy, and trust. Federated recommendation
    systems offer a promising alternative by training models locally and exchanging
    only intermediate parameters to build a global model. Despite this potential,
    the integration of federated recommendation techniques and data space architectures
    remains largely underexplored in research and practice. This paper addresses this
    gap by designing and evaluating a prototype of a federated recommendation system
    specifically tailored for data spaces and compliant with their underlying infrastructure.
    Our findings highlight the viability of developing privacy-preserving, collaborative
    recommendation systems within data spaces, and contribute to the broader adoption
    of AI across these emerging ecosystems.'
author:
- first_name: Haya
  full_name: Halimeh, Haya
  id: '87673'
  last_name: Halimeh
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: 'Halimeh H, zur Heiden P. Preserving Sovereignty and Privacy for Personalization:
    Designing a Federated Recommendation System for Data Spaces. In: <i>2025 27th
    International Conference on Business Informatics (CBI)</i>. IEEE; 2025. doi:<a
    href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>'
  apa: 'Halimeh, H., &#38; zur Heiden, P. (2025). Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.
    <i>2025 27th International Conference on Business Informatics (CBI)</i>. <a href="https://doi.org/10.1109/cbi68102.2025.00019">https://doi.org/10.1109/cbi68102.2025.00019</a>'
  bibtex: '@inproceedings{Halimeh_zur Heiden_2025, title={Preserving Sovereignty and
    Privacy for Personalization: Designing a Federated Recommendation System for Data
    Spaces}, DOI={<a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>},
    booktitle={2025 27th International Conference on Business Informatics (CBI)},
    publisher={IEEE}, author={Halimeh, Haya and zur Heiden, Philipp}, year={2025}
    }'
  chicago: 'Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.”
    In <i>2025 27th International Conference on Business Informatics (CBI)</i>. IEEE,
    2025. <a href="https://doi.org/10.1109/cbi68102.2025.00019">https://doi.org/10.1109/cbi68102.2025.00019</a>.'
  ieee: 'H. Halimeh and P. zur Heiden, “Preserving Sovereignty and Privacy for Personalization:
    Designing a Federated Recommendation System for Data Spaces,” 2025, doi: <a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>.'
  mla: 'Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.”
    <i>2025 27th International Conference on Business Informatics (CBI)</i>, IEEE,
    2025, doi:<a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>.'
  short: 'H. Halimeh, P. zur Heiden, in: 2025 27th International Conference on Business
    Informatics (CBI), IEEE, 2025.'
date_created: 2026-01-07T13:34:02Z
date_updated: 2026-01-07T13:49:45Z
department:
- _id: '195'
- _id: '196'
doi: 10.1109/cbi68102.2025.00019
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: 2025 27th International Conference on Business Informatics (CBI)
publication_status: published
publisher: IEEE
status: public
title: 'Preserving Sovereignty and Privacy for Personalization: Designing a Federated
  Recommendation System for Data Spaces'
type: conference
user_id: '87673'
year: '2025'
...
