---
_id: '61991'
author:
- first_name: Tobias
  full_name: Seidenberg, Tobias
  last_name: Seidenberg
- first_name: Bernd
  full_name: Stöhr, Bernd
  id: '92892'
  last_name: Stöhr
- first_name: Daniel
  full_name: Eckertz, Daniel
  last_name: Eckertz
- first_name: Jan
  full_name: Jagnow, Jan
  id: '86809'
  last_name: Jagnow
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Seidenberg T, Stöhr B, Eckertz D, Jagnow J, Dumitrescu R. HD Mapping as enabler
    for autonomous systems on airports. In: <i>Proceedings of the 2024 9th International
    Conference on Information Systems Engineering</i>. ACM; 2025. doi:<a href="https://doi.org/10.1145/3711954.3711967">10.1145/3711954.3711967</a>'
  apa: Seidenberg, T., Stöhr, B., Eckertz, D., Jagnow, J., &#38; Dumitrescu, R. (2025).
    HD Mapping as enabler for autonomous systems on airports. <i>Proceedings of the
    2024 9th International Conference on Information Systems Engineering</i>. <a href="https://doi.org/10.1145/3711954.3711967">https://doi.org/10.1145/3711954.3711967</a>
  bibtex: '@inproceedings{Seidenberg_Stöhr_Eckertz_Jagnow_Dumitrescu_2025, title={HD
    Mapping as enabler for autonomous systems on airports}, DOI={<a href="https://doi.org/10.1145/3711954.3711967">10.1145/3711954.3711967</a>},
    booktitle={Proceedings of the 2024 9th International Conference on Information
    Systems Engineering}, publisher={ACM}, author={Seidenberg, Tobias and Stöhr, Bernd
    and Eckertz, Daniel and Jagnow, Jan and Dumitrescu, Roman}, year={2025} }'
  chicago: Seidenberg, Tobias, Bernd Stöhr, Daniel Eckertz, Jan Jagnow, and Roman
    Dumitrescu. “HD Mapping as Enabler for Autonomous Systems on Airports.” In <i>Proceedings
    of the 2024 9th International Conference on Information Systems Engineering</i>.
    ACM, 2025. <a href="https://doi.org/10.1145/3711954.3711967">https://doi.org/10.1145/3711954.3711967</a>.
  ieee: 'T. Seidenberg, B. Stöhr, D. Eckertz, J. Jagnow, and R. Dumitrescu, “HD Mapping
    as enabler for autonomous systems on airports,” 2025, doi: <a href="https://doi.org/10.1145/3711954.3711967">10.1145/3711954.3711967</a>.'
  mla: Seidenberg, Tobias, et al. “HD Mapping as Enabler for Autonomous Systems on
    Airports.” <i>Proceedings of the 2024 9th International Conference on Information
    Systems Engineering</i>, ACM, 2025, doi:<a href="https://doi.org/10.1145/3711954.3711967">10.1145/3711954.3711967</a>.
  short: 'T. Seidenberg, B. Stöhr, D. Eckertz, J. Jagnow, R. Dumitrescu, in: Proceedings
    of the 2024 9th International Conference on Information Systems Engineering, ACM,
    2025.'
date_created: 2025-10-24T08:10:20Z
date_updated: 2025-11-21T13:05:37Z
department:
- _id: '563'
doi: 10.1145/3711954.3711967
language:
- iso: eng
publication: Proceedings of the 2024 9th International Conference on Information Systems
  Engineering
publication_status: published
publisher: ACM
status: public
title: HD Mapping as enabler for autonomous systems on airports
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '62283'
author:
- first_name: Sebastian
  full_name: Rezat, Sebastian
  id: '31132'
  last_name: Rezat
- first_name: Nadja
  full_name: Doligkeit, Nadja
  last_name: Doligkeit
citation:
  ama: 'Rezat S, Doligkeit N. Zahlenmuster und Brüche: Eine Lernumgebung zum algebraischen
    Denken. <i>mathematik lehren</i>. 2025;(252):16–22.'
  apa: 'Rezat, S., &#38; Doligkeit, N. (2025). Zahlenmuster und Brüche: Eine Lernumgebung
    zum algebraischen Denken. <i>mathematik lehren</i>, <i>252</i>, 16–22.'
  bibtex: '@article{Rezat_Doligkeit_2025, title={Zahlenmuster und Brüche: Eine Lernumgebung
    zum algebraischen Denken}, number={252}, journal={mathematik lehren}, author={Rezat,
    Sebastian and Doligkeit, Nadja}, year={2025}, pages={16–22} }'
  chicago: 'Rezat, Sebastian, and Nadja Doligkeit. “Zahlenmuster und Brüche: Eine
    Lernumgebung zum algebraischen Denken.” <i>mathematik lehren</i>, no. 252 (2025):
    16–22.'
  ieee: 'S. Rezat and N. Doligkeit, “Zahlenmuster und Brüche: Eine Lernumgebung zum
    algebraischen Denken,” <i>mathematik lehren</i>, no. 252, pp. 16–22, 2025.'
  mla: 'Rezat, Sebastian, and Nadja Doligkeit. “Zahlenmuster und Brüche: Eine Lernumgebung
    zum algebraischen Denken.” <i>mathematik lehren</i>, no. 252, 2025, pp. 16–22.'
  short: S. Rezat, N. Doligkeit, mathematik lehren (2025) 16–22.
date_created: 2025-11-21T16:25:49Z
date_updated: 2025-11-21T16:26:27Z
department:
- _id: '360'
issue: '252'
language:
- iso: ger
page: 16–22
publication: mathematik lehren
publication_status: published
status: public
title: 'Zahlenmuster und Brüche: Eine Lernumgebung zum algebraischen Denken'
type: journal_article
user_id: '31132'
year: '2025'
...
---
_id: '62301'
author:
- first_name: Dmitrij
  full_name: Dreiling, Dmitrij
  id: '32616'
  last_name: Dreiling
- first_name: Dominik
  full_name: Itner, Dominik
  last_name: Itner
- first_name: Hauke
  full_name: Gravenkamp, Hauke
  last_name: Gravenkamp
- first_name: Carolin
  full_name: Birk, Carolin
  last_name: Birk
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Dreiling D, Itner D, Gravenkamp H, Birk C, Henning B. A Measurement Setup
    for the Determination of Temperature-Dependent Viscoelastic Material Parameters
    Using an Ultrasonic Pulse-Echo Technique. In: <i>2025 International Congress on
    Ultrasonics</i>. AMA Service GmbH; 2025:102–105. doi:<a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">10.5162/ultrasonic2025/a12-c5</a>'
  apa: Dreiling, D., Itner, D., Gravenkamp, H., Birk, C., &#38; Henning, B. (2025).
    A Measurement Setup for the Determination of Temperature-Dependent Viscoelastic
    Material Parameters Using an Ultrasonic Pulse-Echo Technique. <i>2025 International
    Congress on Ultrasonics</i>, 102–105. <a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">https://doi.org/10.5162/ultrasonic2025/a12-c5</a>
  bibtex: '@inproceedings{Dreiling_Itner_Gravenkamp_Birk_Henning_2025, place={Paderborn},
    title={A Measurement Setup for the Determination of Temperature-Dependent Viscoelastic
    Material Parameters Using an Ultrasonic Pulse-Echo Technique}, DOI={<a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">10.5162/ultrasonic2025/a12-c5</a>},
    booktitle={2025 International Congress on Ultrasonics}, publisher={AMA Service
    GmbH}, author={Dreiling, Dmitrij and Itner, Dominik and Gravenkamp, Hauke and
    Birk, Carolin and Henning, Bernd}, year={2025}, pages={102–105} }'
  chicago: 'Dreiling, Dmitrij, Dominik Itner, Hauke Gravenkamp, Carolin Birk, and
    Bernd Henning. “A Measurement Setup for the Determination of Temperature-Dependent
    Viscoelastic Material Parameters Using an Ultrasonic Pulse-Echo Technique.” In
    <i>2025 International Congress on Ultrasonics</i>, 102–105. Paderborn: AMA Service
    GmbH, 2025. <a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">https://doi.org/10.5162/ultrasonic2025/a12-c5</a>.'
  ieee: 'D. Dreiling, D. Itner, H. Gravenkamp, C. Birk, and B. Henning, “A Measurement
    Setup for the Determination of Temperature-Dependent Viscoelastic Material Parameters
    Using an Ultrasonic Pulse-Echo Technique,” in <i>2025 International Congress on
    Ultrasonics</i>, 2025, pp. 102–105, doi: <a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">10.5162/ultrasonic2025/a12-c5</a>.'
  mla: Dreiling, Dmitrij, et al. “A Measurement Setup for the Determination of Temperature-Dependent
    Viscoelastic Material Parameters Using an Ultrasonic Pulse-Echo Technique.” <i>2025
    International Congress on Ultrasonics</i>, AMA Service GmbH, 2025, pp. 102–105,
    doi:<a href="https://doi.org/10.5162/ultrasonic2025/a12-c5">10.5162/ultrasonic2025/a12-c5</a>.
  short: 'D. Dreiling, D. Itner, H. Gravenkamp, C. Birk, B. Henning, in: 2025 International
    Congress on Ultrasonics, AMA Service GmbH, Paderborn, 2025, pp. 102–105.'
date_created: 2025-11-25T12:23:07Z
date_updated: 2025-11-25T12:59:13Z
department:
- _id: '49'
doi: 10.5162/ultrasonic2025/a12-c5
language:
- iso: eng
page: 102–105
place: Paderborn
project:
- _id: '89'
  name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 2025 International Congress on Ultrasonics
publisher: AMA Service GmbH
status: public
title: A Measurement Setup for the Determination of Temperature-Dependent Viscoelastic
  Material Parameters Using an Ultrasonic Pulse-Echo Technique
type: conference
user_id: '32616'
year: '2025'
...
---
_id: '62643'
author:
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
  orcid: 0000-0002-4403-2237
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Maxim
  full_name: Weizel, Maxim
  id: '44271'
  last_name: Weizel
  orcid: 0000-0003-2699-9839
- first_name: Hanjo
  full_name: Rhee, Hanjo
  last_name: Rhee
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: Schwabe T, Kress C, Kruse S, Weizel M, Rhee H, Scheytt JC. Forward-Biased Silicon
    Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in
    a 250 nm EPIC BiCMOS Technology. <i>Journal of Lightwave Technology</i>. 2025;43(1):255-270.
    doi:<a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>
  apa: Schwabe, T., Kress, C., Kruse, S., Weizel, M., Rhee, H., &#38; Scheytt, J.
    C. (2025). Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic
    Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology. <i>Journal of
    Lightwave Technology</i>, <i>43</i>(1), 255–270. <a href="https://doi.org/10.1109/JLT.2024.3450949">https://doi.org/10.1109/JLT.2024.3450949</a>
  bibtex: '@article{Schwabe_Kress_Kruse_Weizel_Rhee_Scheytt_2025, title={Forward-Biased
    Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation
    in a 250 nm EPIC BiCMOS Technology}, volume={43}, DOI={<a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>},
    number={1}, journal={Journal of Lightwave Technology}, author={Schwabe, Tobias
    and Kress, Christian and Kruse, Stephan and Weizel, Maxim and Rhee, Hanjo and
    Scheytt, J. Christoph}, year={2025}, pages={255–270} }'
  chicago: 'Schwabe, Tobias, Christian Kress, Stephan Kruse, Maxim Weizel, Hanjo Rhee,
    and J. Christoph Scheytt. “Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic
    Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.” <i>Journal of
    Lightwave Technology</i> 43, no. 1 (2025): 255–70. <a href="https://doi.org/10.1109/JLT.2024.3450949">https://doi.org/10.1109/JLT.2024.3450949</a>.'
  ieee: 'T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, and J. C. Scheytt, “Forward-Biased
    Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation
    in a 250 nm EPIC BiCMOS Technology,” <i>Journal of Lightwave Technology</i>, vol.
    43, no. 1, pp. 255–270, 2025, doi: <a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>.'
  mla: Schwabe, Tobias, et al. “Forward-Biased Silicon Phase Shifter Modeling for
    Electronic-Photonic Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.”
    <i>Journal of Lightwave Technology</i>, vol. 43, no. 1, 2025, pp. 255–70, doi:<a
    href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>.
  short: T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, J.C. Scheytt, Journal
    of Lightwave Technology 43 (2025) 255–270.
date_created: 2025-11-27T07:14:34Z
date_updated: 2025-11-27T07:16:01Z
department:
- _id: '58'
doi: 10.1109/JLT.2024.3450949
intvolume: '        43'
issue: '1'
keyword:
- Integrated circuit modeling
- Capacitance
- Silicon
- Modulation
- Adaptation models
- Semiconductor device modeling
- Bandwidth
- Data communication
- electrooptical transmitter
- equalization
- free-carrier-plasma dispersion effect
- modelling
- optical modulator
- phase shifter
- silicon photonics
language:
- iso: eng
page: 255-270
publication: Journal of Lightwave Technology
status: public
title: Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation
  and Validation in a 250 nm EPIC BiCMOS Technology
type: journal_article
user_id: '38254'
volume: 43
year: '2025'
...
---
_id: '62642'
author:
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Jan
  full_name: Brockmeier, Jan
  id: '67349'
  last_name: Brockmeier
- first_name: Max
  full_name: Schwengelbeck, Max
  last_name: Schwengelbeck
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: 'Kruse S, Brockmeier J, Schwengelbeck M, Schwabe T, Scheytt JC. A Photonic
    Assisted Visible Light FMCW Lidar System for Large Aperture Phased Array MIMO
    Based on LEDs. In: <i>2025 55th European Microwave Conference (EuMC)</i>. ; 2025:602-605.
    doi:<a href="https://doi.org/10.23919/EuMC65286.2025.11235259">10.23919/EuMC65286.2025.11235259</a>'
  apa: Kruse, S., Brockmeier, J., Schwengelbeck, M., Schwabe, T., &#38; Scheytt, J.
    C. (2025). A Photonic Assisted Visible Light FMCW Lidar System for Large Aperture
    Phased Array MIMO Based on LEDs. <i>2025 55th European Microwave Conference (EuMC)</i>,
    602–605. <a href="https://doi.org/10.23919/EuMC65286.2025.11235259">https://doi.org/10.23919/EuMC65286.2025.11235259</a>
  bibtex: '@inproceedings{Kruse_Brockmeier_Schwengelbeck_Schwabe_Scheytt_2025, title={A
    Photonic Assisted Visible Light FMCW Lidar System for Large Aperture Phased Array
    MIMO Based on LEDs}, DOI={<a href="https://doi.org/10.23919/EuMC65286.2025.11235259">10.23919/EuMC65286.2025.11235259</a>},
    booktitle={2025 55th European Microwave Conference (EuMC)}, author={Kruse, Stephan
    and Brockmeier, Jan and Schwengelbeck, Max and Schwabe, Tobias and Scheytt, J.
    Christoph}, year={2025}, pages={602–605} }'
  chicago: Kruse, Stephan, Jan Brockmeier, Max Schwengelbeck, Tobias Schwabe, and
    J. Christoph Scheytt. “A Photonic Assisted Visible Light FMCW Lidar System for
    Large Aperture Phased Array MIMO Based on LEDs.” In <i>2025 55th European Microwave
    Conference (EuMC)</i>, 602–5, 2025. <a href="https://doi.org/10.23919/EuMC65286.2025.11235259">https://doi.org/10.23919/EuMC65286.2025.11235259</a>.
  ieee: 'S. Kruse, J. Brockmeier, M. Schwengelbeck, T. Schwabe, and J. C. Scheytt,
    “A Photonic Assisted Visible Light FMCW Lidar System for Large Aperture Phased
    Array MIMO Based on LEDs,” in <i>2025 55th European Microwave Conference (EuMC)</i>,
    2025, pp. 602–605, doi: <a href="https://doi.org/10.23919/EuMC65286.2025.11235259">10.23919/EuMC65286.2025.11235259</a>.'
  mla: Kruse, Stephan, et al. “A Photonic Assisted Visible Light FMCW Lidar System
    for Large Aperture Phased Array MIMO Based on LEDs.” <i>2025 55th European Microwave
    Conference (EuMC)</i>, 2025, pp. 602–05, doi:<a href="https://doi.org/10.23919/EuMC65286.2025.11235259">10.23919/EuMC65286.2025.11235259</a>.
  short: 'S. Kruse, J. Brockmeier, M. Schwengelbeck, T. Schwabe, J.C. Scheytt, in:
    2025 55th European Microwave Conference (EuMC), 2025, pp. 602–605.'
date_created: 2025-11-27T07:10:46Z
date_updated: 2025-11-27T07:11:40Z
department:
- _id: '58'
doi: 10.23919/EuMC65286.2025.11235259
keyword:
- Phased arrays
- Optical fibers
- Optical fiber sensors
- Laser radar
- Optical variables measurement
- Apertures
- Light emitting diodes
- Optical receivers
- Optical transmitters
- Optical modulation
- Lidar
- light detection and ranging
- FMCW
- frequency modulated contentious wave
- visible light sensing (VLS)
- visible light communication (VLC)
- automotive headlights
- light emitting diode (LED)
- microwave photonics
- wireless sensing
language:
- iso: eng
page: 602-605
publication: 2025 55th European Microwave Conference (EuMC)
status: public
title: A Photonic Assisted Visible Light FMCW Lidar System for Large Aperture Phased
  Array MIMO Based on LEDs
type: conference
user_id: '38254'
year: '2025'
...
---
_id: '62644'
author:
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
  orcid: 0000-0002-4403-2237
- first_name: Babak
  full_name: Sadiye, Babak
  id: '93634'
  last_name: Sadiye
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: Schwabe T, Kress C, Sadiye B, Kruse S, Scheytt JC. Analysis and Design of Forward
    Biased Silicon Photonics Phase Shifter Equalizer Circuits. <i>IEEE Access</i>.
    2025;13:192433-192450. doi:<a href="https://doi.org/10.1109/ACCESS.2025.3629385">10.1109/ACCESS.2025.3629385</a>
  apa: Schwabe, T., Kress, C., Sadiye, B., Kruse, S., &#38; Scheytt, J. C. (2025).
    Analysis and Design of Forward Biased Silicon Photonics Phase Shifter Equalizer
    Circuits. <i>IEEE Access</i>, <i>13</i>, 192433–192450. <a href="https://doi.org/10.1109/ACCESS.2025.3629385">https://doi.org/10.1109/ACCESS.2025.3629385</a>
  bibtex: '@article{Schwabe_Kress_Sadiye_Kruse_Scheytt_2025, title={Analysis and Design
    of Forward Biased Silicon Photonics Phase Shifter Equalizer Circuits}, volume={13},
    DOI={<a href="https://doi.org/10.1109/ACCESS.2025.3629385">10.1109/ACCESS.2025.3629385</a>},
    journal={IEEE Access}, author={Schwabe, Tobias and Kress, Christian and Sadiye,
    Babak and Kruse, Stephan and Scheytt, J. Christoph}, year={2025}, pages={192433–192450}
    }'
  chicago: 'Schwabe, Tobias, Christian Kress, Babak Sadiye, Stephan Kruse, and J.
    Christoph Scheytt. “Analysis and Design of Forward Biased Silicon Photonics Phase
    Shifter Equalizer Circuits.” <i>IEEE Access</i> 13 (2025): 192433–50. <a href="https://doi.org/10.1109/ACCESS.2025.3629385">https://doi.org/10.1109/ACCESS.2025.3629385</a>.'
  ieee: 'T. Schwabe, C. Kress, B. Sadiye, S. Kruse, and J. C. Scheytt, “Analysis and
    Design of Forward Biased Silicon Photonics Phase Shifter Equalizer Circuits,”
    <i>IEEE Access</i>, vol. 13, pp. 192433–192450, 2025, doi: <a href="https://doi.org/10.1109/ACCESS.2025.3629385">10.1109/ACCESS.2025.3629385</a>.'
  mla: Schwabe, Tobias, et al. “Analysis and Design of Forward Biased Silicon Photonics
    Phase Shifter Equalizer Circuits.” <i>IEEE Access</i>, vol. 13, 2025, pp. 192433–50,
    doi:<a href="https://doi.org/10.1109/ACCESS.2025.3629385">10.1109/ACCESS.2025.3629385</a>.
  short: T. Schwabe, C. Kress, B. Sadiye, S. Kruse, J.C. Scheytt, IEEE Access 13 (2025)
    192433–192450.
date_created: 2025-11-27T07:14:48Z
date_updated: 2025-11-27T07:16:06Z
department:
- _id: '58'
doi: 10.1109/ACCESS.2025.3629385
intvolume: '        13'
keyword:
- Optical attenuators
- Equalizers
- Phase shifters
- Optical modulation
- Electro-optic modulators
- Optical amplifiers
- Circuits
- Silicon photonics
- Optical saturation
- Integrated circuit modeling
- Data communication
- equalization
- electro-optical transmitter
- silicon photonics
- phase shifter
- optical modulator
- free-carrier plasma dispersion effect
- driver architectures
- biasing schemes
language:
- iso: eng
page: 192433-192450
publication: IEEE Access
status: public
title: Analysis and Design of Forward Biased Silicon Photonics Phase Shifter Equalizer
  Circuits
type: journal_article
user_id: '38254'
volume: 13
year: '2025'
...
---
_id: '62641'
author:
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Jabil
  full_name: Diri, Jabil
  last_name: Diri
- first_name: Thomas
  full_name: Mager, Thomas
  last_name: Mager
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
  orcid: 0000-0002-4403-2237
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: 'Kruse S, Diri J, Mager T, Kress C, Scheytt JC. Electrooptical Integration
    of an Electronic Photonic Integrated Circuit Into Plastic Substrates Using Mid-Technology.
    In: <i>2025 55th European Microwave Conference (EuMC)</i>. ; 2025:127-130. doi:<a
    href="https://doi.org/10.23919/EuMC65286.2025.11235121">10.23919/EuMC65286.2025.11235121</a>'
  apa: Kruse, S., Diri, J., Mager, T., Kress, C., &#38; Scheytt, J. C. (2025). Electrooptical
    Integration of an Electronic Photonic Integrated Circuit Into Plastic Substrates
    Using Mid-Technology. <i>2025 55th European Microwave Conference (EuMC)</i>, 127–130.
    <a href="https://doi.org/10.23919/EuMC65286.2025.11235121">https://doi.org/10.23919/EuMC65286.2025.11235121</a>
  bibtex: '@inproceedings{Kruse_Diri_Mager_Kress_Scheytt_2025, title={Electrooptical
    Integration of an Electronic Photonic Integrated Circuit Into Plastic Substrates
    Using Mid-Technology}, DOI={<a href="https://doi.org/10.23919/EuMC65286.2025.11235121">10.23919/EuMC65286.2025.11235121</a>},
    booktitle={2025 55th European Microwave Conference (EuMC)}, author={Kruse, Stephan
    and Diri, Jabil and Mager, Thomas and Kress, Christian and Scheytt, J. Christoph},
    year={2025}, pages={127–130} }'
  chicago: Kruse, Stephan, Jabil Diri, Thomas Mager, Christian Kress, and J. Christoph
    Scheytt. “Electrooptical Integration of an Electronic Photonic Integrated Circuit
    Into Plastic Substrates Using Mid-Technology.” In <i>2025 55th European Microwave
    Conference (EuMC)</i>, 127–30, 2025. <a href="https://doi.org/10.23919/EuMC65286.2025.11235121">https://doi.org/10.23919/EuMC65286.2025.11235121</a>.
  ieee: 'S. Kruse, J. Diri, T. Mager, C. Kress, and J. C. Scheytt, “Electrooptical
    Integration of an Electronic Photonic Integrated Circuit Into Plastic Substrates
    Using Mid-Technology,” in <i>2025 55th European Microwave Conference (EuMC)</i>,
    2025, pp. 127–130, doi: <a href="https://doi.org/10.23919/EuMC65286.2025.11235121">10.23919/EuMC65286.2025.11235121</a>.'
  mla: Kruse, Stephan, et al. “Electrooptical Integration of an Electronic Photonic
    Integrated Circuit Into Plastic Substrates Using Mid-Technology.” <i>2025 55th
    European Microwave Conference (EuMC)</i>, 2025, pp. 127–30, doi:<a href="https://doi.org/10.23919/EuMC65286.2025.11235121">10.23919/EuMC65286.2025.11235121</a>.
  short: 'S. Kruse, J. Diri, T. Mager, C. Kress, J.C. Scheytt, in: 2025 55th European
    Microwave Conference (EuMC), 2025, pp. 127–130.'
date_created: 2025-11-27T07:10:33Z
date_updated: 2025-11-27T07:12:30Z
department:
- _id: '58'
- _id: '241'
doi: 10.23919/EuMC65286.2025.11235121
keyword:
- Optical fibers
- Integrated optics
- Semiconductor device measurement
- Laser radar
- Optical device fabrication
- Photonic integrated circuits
- Microwave theory and techniques
- Optical fiber devices
- Plastics
- Substrates
- Microwave photonics
- photonic radar
- optical LO distribution
- mechatronic integrated device (MID)
language:
- iso: eng
page: 127-130
publication: 2025 55th European Microwave Conference (EuMC)
status: public
title: Electrooptical Integration of an Electronic Photonic Integrated Circuit Into
  Plastic Substrates Using Mid-Technology
type: conference
user_id: '38254'
year: '2025'
...
---
_id: '62638'
author:
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Marc-Michael
  full_name: Meinecke, Marc-Michael
  last_name: Meinecke
- first_name: Thomas
  full_name: Gisder, Thomas
  last_name: Gisder
- first_name: Renato
  full_name: Simoni, Renato
  last_name: Simoni
- first_name: Maria Antonia
  full_name: González-Huici, Maria Antonia
  last_name: González-Huici
- first_name: Christian
  full_name: Greiff, Christian
  last_name: Greiff
- first_name: David
  full_name: Mateos-Nunez, David
  last_name: Mateos-Nunez
- first_name: Andreas
  full_name: Danklmayer, Andreas
  last_name: Danklmayer
- first_name: Julien
  full_name: Ladan, Julien
  last_name: Ladan
- first_name: Heiko Gustav
  full_name: Kurz, Heiko Gustav
  last_name: Kurz
citation:
  ama: Kruse S, Meinecke M-M, Gisder T, et al. Antennenvorrichtung zum Aussenden von
    elektromagnetischer Strahlung für ein Kraftfahrzeug sowie Kraftfahrzeug. Published
    online 2025.
  apa: Kruse, S., Meinecke, M.-M., Gisder, T., Simoni, R., González-Huici, M. A.,
    Greiff, C., Mateos-Nunez, D., Danklmayer, A., Ladan, J., &#38; Kurz, H. G. (2025).
    <i>Antennenvorrichtung zum Aussenden von elektromagnetischer Strahlung für ein
    Kraftfahrzeug sowie Kraftfahrzeug</i>.
  bibtex: '@article{Kruse_Meinecke_Gisder_Simoni_González-Huici_Greiff_Mateos-Nunez_Danklmayer_Ladan_Kurz_2025,
    title={Antennenvorrichtung zum Aussenden von elektromagnetischer Strahlung für
    ein Kraftfahrzeug sowie Kraftfahrzeug}, author={Kruse, Stephan and Meinecke, Marc-Michael
    and Gisder, Thomas and Simoni, Renato and González-Huici, Maria Antonia and Greiff,
    Christian and Mateos-Nunez, David and Danklmayer, Andreas and Ladan, Julien and
    Kurz, Heiko Gustav}, year={2025} }'
  chicago: Kruse, Stephan, Marc-Michael Meinecke, Thomas Gisder, Renato Simoni, Maria
    Antonia González-Huici, Christian Greiff, David Mateos-Nunez, Andreas Danklmayer,
    Julien Ladan, and Heiko Gustav Kurz. “Antennenvorrichtung Zum Aussenden von Elektromagnetischer
    Strahlung Für Ein Kraftfahrzeug Sowie Kraftfahrzeug,” 2025.
  ieee: S. Kruse <i>et al.</i>, “Antennenvorrichtung zum Aussenden von elektromagnetischer
    Strahlung für ein Kraftfahrzeug sowie Kraftfahrzeug.” 2025.
  mla: Kruse, Stephan, et al. <i>Antennenvorrichtung Zum Aussenden von Elektromagnetischer
    Strahlung Für Ein Kraftfahrzeug Sowie Kraftfahrzeug</i>. 2025.
  short: S. Kruse, M.-M. Meinecke, T. Gisder, R. Simoni, M.A. González-Huici, C. Greiff,
    D. Mateos-Nunez, A. Danklmayer, J. Ladan, H.G. Kurz, (2025).
date_created: 2025-11-27T06:59:21Z
date_updated: 2025-11-27T07:07:38Z
department:
- _id: '58'
ipc: H01Q 21/06
ipn: DE102023208400A1
publication_date: 2025-03-06
status: public
title: Antennenvorrichtung zum Aussenden von elektromagnetischer Strahlung für ein
  Kraftfahrzeug sowie Kraftfahrzeug
type: patent
user_id: '38254'
year: '2025'
...
---
_id: '62639'
author:
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Christine
  full_name: Silberhorn, Christine
  id: '26263'
  last_name: Silberhorn
- first_name: Benjamin
  full_name: Brecht, Benjamin
  id: '27150'
  last_name: Brecht
  orcid: '0000-0003-4140-0556 '
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
citation:
  ama: Kruse S, Silberhorn C, Brecht B, Schwabe T. Optisch basierter Digital-Analog-Umsetzer.
    Published online 2025.
  apa: Kruse, S., Silberhorn, C., Brecht, B., &#38; Schwabe, T. (2025). <i>Optisch
    basierter Digital-Analog-Umsetzer</i>.
  bibtex: '@article{Kruse_Silberhorn_Brecht_Schwabe_2025, title={Optisch basierter
    Digital-Analog-Umsetzer}, author={Kruse, Stephan and Silberhorn, Christine and
    Brecht, Benjamin and Schwabe, Tobias}, year={2025} }'
  chicago: Kruse, Stephan, Christine Silberhorn, Benjamin Brecht, and Tobias Schwabe.
    “Optisch Basierter Digital-Analog-Umsetzer,” 2025.
  ieee: S. Kruse, C. Silberhorn, B. Brecht, and T. Schwabe, “Optisch basierter Digital-Analog-Umsetzer.”
    2025.
  mla: Kruse, Stephan, et al. <i>Optisch Basierter Digital-Analog-Umsetzer</i>. 2025.
  short: S. Kruse, C. Silberhorn, B. Brecht, T. Schwabe, (2025).
date_created: 2025-11-27T07:00:50Z
date_updated: 2025-11-27T07:07:16Z
department:
- _id: '58'
- _id: '623'
- _id: '288'
ipc: H03M 1/66
ipn: DE102023212604B3
publication_date: 2025-01-23
status: public
title: Optisch basierter Digital-Analog-Umsetzer
type: patent
user_id: '38254'
year: '2025'
...
---
_id: '62645'
author:
- first_name: Uta
  full_name: Häsel-Weide, Uta
  id: '60267'
  last_name: Häsel-Weide
  orcid: 0000-0001-6278-4240
- first_name: Marcus
  full_name: Nührenbörger, Marcus
  last_name: Nührenbörger
citation:
  ama: 'Häsel-Weide U, Nührenbörger M.  Mathematik (Primarstufe) in der Lehrerinnen-
    und Lehrerbildung. Qualifizierung für das Lehren von Mathematik in der Grundschule.
    In: Cramer C, König J, Rothland M, eds. <i>Handbuch Lehrerinnen- und Lehrerbildung</i>.
    2nd ed. Klinkhardt; 2025:549-555. doi:<a href="https://doi.org/10.35468/hblb2025-070">10.35468/hblb2025-070</a>'
  apa: Häsel-Weide, U., &#38; Nührenbörger, M. (2025).  Mathematik (Primarstufe) in
    der Lehrerinnen- und Lehrerbildung. Qualifizierung für das Lehren von Mathematik
    in der Grundschule. In C. Cramer, J. König, &#38; M. Rothland (Eds.), <i>Handbuch
    Lehrerinnen- und Lehrerbildung</i> (2nd ed., pp. 549–555). Klinkhardt. <a href="https://doi.org/10.35468/hblb2025-070">https://doi.org/10.35468/hblb2025-070</a>
  bibtex: '@inbook{Häsel-Weide_Nührenbörger_2025, edition={2}, title={ Mathematik
    (Primarstufe) in der Lehrerinnen- und Lehrerbildung. Qualifizierung für das Lehren
    von Mathematik in der Grundschule}, DOI={<a href="https://doi.org/10.35468/hblb2025-070">10.35468/hblb2025-070</a>},
    booktitle={Handbuch Lehrerinnen- und Lehrerbildung}, publisher={Klinkhardt}, author={Häsel-Weide,
    Uta and Nührenbörger, Marcus}, editor={Cramer, C. and König, J. and Rothland,
    M.}, year={2025}, pages={549–555} }'
  chicago: Häsel-Weide, Uta, and Marcus Nührenbörger. “ Mathematik (Primarstufe) in
    der Lehrerinnen- und Lehrerbildung. Qualifizierung für das Lehren von Mathematik
    in der Grundschule.” In <i>Handbuch Lehrerinnen- und Lehrerbildung</i>, edited
    by C. Cramer, J. König, and M. Rothland, 2nd ed., 549–55. Klinkhardt, 2025. <a
    href="https://doi.org/10.35468/hblb2025-070">https://doi.org/10.35468/hblb2025-070</a>.
  ieee: U. Häsel-Weide and M. Nührenbörger, “ Mathematik (Primarstufe) in der Lehrerinnen-
    und Lehrerbildung. Qualifizierung für das Lehren von Mathematik in der Grundschule,”
    in <i>Handbuch Lehrerinnen- und Lehrerbildung</i>, 2nd ed., C. Cramer, J. König,
    and M. Rothland, Eds. Klinkhardt, 2025, pp. 549–555.
  mla: Häsel-Weide, Uta, and Marcus Nührenbörger. “ Mathematik (Primarstufe) in der
    Lehrerinnen- und Lehrerbildung. Qualifizierung für das Lehren von Mathematik in
    der Grundschule.” <i>Handbuch Lehrerinnen- und Lehrerbildung</i>, edited by C.
    Cramer et al., 2nd ed., Klinkhardt, 2025, pp. 549–55, doi:<a href="https://doi.org/10.35468/hblb2025-070">10.35468/hblb2025-070</a>.
  short: 'U. Häsel-Weide, M. Nührenbörger, in: C. Cramer, J. König, M. Rothland (Eds.),
    Handbuch Lehrerinnen- und Lehrerbildung, 2nd ed., Klinkhardt, 2025, pp. 549–555.'
date_created: 2025-11-27T10:53:30Z
date_updated: 2025-11-27T10:53:52Z
department:
- _id: '543'
doi: 10.35468/hblb2025-070
edition: '2'
editor:
- first_name: C.
  full_name: Cramer, C.
  last_name: Cramer
- first_name: J.
  full_name: König, J.
  last_name: König
- first_name: M.
  full_name: Rothland, M.
  last_name: Rothland
language:
- iso: ger
page: 549-555
publication: Handbuch Lehrerinnen- und Lehrerbildung
publisher: Klinkhardt
status: public
title: ' Mathematik (Primarstufe) in der Lehrerinnen- und Lehrerbildung. Qualifizierung
  für das Lehren von Mathematik in der Grundschule'
type: book_chapter
user_id: '44184'
year: '2025'
...
---
_id: '62163'
abstract:
- lang: eng
  text: Zero-shot classifiers based on Contrastive Language-Audio Pretraining (CLAP)
    models enable classification of given audio into classes defined at test time
    using text. These models are costly to run with respect to computation and memory
    requirements. In this work, we propose to build a specialized low-resource classifier
    for classes pre-defined using text, using a two-stage procedure consisting of
    zero-shot data set pruning and model compression. First, relevant in-domain data
    is selected from a source dataset using class label embeddings obtained from a
    pre-trained CLAP model. This data is then used to distill the audio encoder of
    a CLAP model. The proposed compression method produces compact audio encoders
    with slightly reduced accuracy. Note that neither labeled nor unlabeled in-domain
    audio data is required for its development. We verify by cross-dataset tests that
    the resulting classifiers are indeed specialized to their task.
author:
- first_name: Alexander
  full_name: Werning, Alexander
  id: '62152'
  last_name: Werning
- first_name: Reinhold
  full_name: Häb-Umbach, Reinhold
  id: '242'
  last_name: Häb-Umbach
citation:
  ama: 'Werning A, Häb-Umbach R. A Fully Zero-Shot Approach to Obtaining Specialized
    and Compact Audio Tagging Models. In: Möller S, Gerkmann T, Kolossa D, eds. <i>Proceedings
    of the 16th ITG Conference on Speech Communication</i>. ; 2025:76-80.'
  apa: Werning, A., &#38; Häb-Umbach, R. (2025). A Fully Zero-Shot Approach to Obtaining
    Specialized and Compact Audio Tagging Models. In S. Möller, T. Gerkmann, &#38;
    D. Kolossa (Eds.), <i>Proceedings of the 16th ITG Conference on Speech Communication</i>
    (pp. 76–80).
  bibtex: '@inproceedings{Werning_Häb-Umbach_2025, place={Berlin}, title={A Fully
    Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models},
    booktitle={Proceedings of the 16th ITG Conference on Speech Communication}, author={Werning,
    Alexander and Häb-Umbach, Reinhold}, editor={Möller, Sebastian and Gerkmann, Timo
    and Kolossa, Dorothea}, year={2025}, pages={76–80} }'
  chicago: Werning, Alexander, and Reinhold Häb-Umbach. “A Fully Zero-Shot Approach
    to Obtaining Specialized and Compact Audio Tagging Models.” In <i>Proceedings
    of the 16th ITG Conference on Speech Communication</i>, edited by Sebastian Möller,
    Timo Gerkmann, and Dorothea Kolossa, 76–80. Berlin, 2025.
  ieee: A. Werning and R. Häb-Umbach, “A Fully Zero-Shot Approach to Obtaining Specialized
    and Compact Audio Tagging Models,” in <i>Proceedings of the 16th ITG Conference
    on Speech Communication</i>, Berlin, 2025, pp. 76–80.
  mla: Werning, Alexander, and Reinhold Häb-Umbach. “A Fully Zero-Shot Approach to
    Obtaining Specialized and Compact Audio Tagging Models.” <i>Proceedings of the
    16th ITG Conference on Speech Communication</i>, edited by Sebastian Möller et
    al., 2025, pp. 76–80.
  short: 'A. Werning, R. Häb-Umbach, in: S. Möller, T. Gerkmann, D. Kolossa (Eds.),
    Proceedings of the 16th ITG Conference on Speech Communication, Berlin, 2025,
    pp. 76–80.'
conference:
  end_date: 2025-09-26
  location: Berlin
  name: 16th ITG Conference on Speech Communication
  start_date: 2025-09-24
date_created: 2025-11-11T11:46:42Z
date_updated: 2025-11-28T13:20:17Z
department:
- _id: '54'
editor:
- first_name: Sebastian
  full_name: Möller, Sebastian
  last_name: Möller
- first_name: Timo
  full_name: Gerkmann, Timo
  last_name: Gerkmann
- first_name: Dorothea
  full_name: Kolossa, Dorothea
  last_name: Kolossa
language:
- iso: eng
page: 76-80
place: Berlin
project:
- _id: '512'
  name: WestAI - AI Service Center West
publication: Proceedings of the 16th ITG Conference on Speech Communication
publication_identifier:
  unknown:
  - 978-3-8007-6617-8
publication_status: published
quality_controlled: '1'
status: public
title: A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging
  Models
type: conference
user_id: '62152'
year: '2025'
...
---
_id: '59900'
abstract:
- lang: eng
  text: Running state-of-the-art large-scale audio models on edge devices is often
    infeasible due to their limited storage and computing resources. It is therefore
    necessary to compress and tune the models for the specific target task and hardware.
    This is commonly achieved by distilling the audio model, the teacher, to a small
    target model, the student. However, this approach can be improved by prepending
    a dataset pruning stage and training the teacher on the pruned data set only,
    which contains examples relevant to the target task. Recently, CLAP models have
    emerged that embed audio and text examples in a common embedding space. We use
    the audio embeddings of the CLAP model for the above pruning stage, which is realized
    using a domain classifier. After knowledge distillation, the student is eventually
    fine-tuned on some data from the target domain. The CLAP architecture combines
    text and audio embedding spaces, which allows to search for data given only a
    textual description, such as a class label. We show how this can help data pruning.
author:
- first_name: Alexander
  full_name: Werning, Alexander
  id: '62152'
  last_name: Werning
- first_name: Reinhold
  full_name: Häb-Umbach, Reinhold
  id: '242'
  last_name: Häb-Umbach
citation:
  ama: 'Werning A, Häb-Umbach R. Distilling Efficient Audio Models using Data Pruning
    with CLAP. In: Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025, ed.
    <i>Proceedings of DAS|DAGA 2025</i>. ; 2025.'
  apa: Werning, A., &#38; Häb-Umbach, R. (2025). Distilling Efficient Audio Models
    using Data Pruning with CLAP. In Deutsche Gesellschaft für Akustik e.V. (DEGA),
    Berlin, 2025 (Ed.), <i>Proceedings of DAS|DAGA 2025</i>.
  bibtex: '@inproceedings{Werning_Häb-Umbach_2025, place={Copenhagen}, title={Distilling
    Efficient Audio Models using Data Pruning with CLAP}, booktitle={Proceedings of
    DAS|DAGA 2025}, author={Werning, Alexander and Häb-Umbach, Reinhold}, editor={Deutsche
    Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025}, year={2025} }'
  chicago: Werning, Alexander, and Reinhold Häb-Umbach. “Distilling Efficient Audio
    Models Using Data Pruning with CLAP.” In <i>Proceedings of DAS|DAGA 2025</i>,
    edited by Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025. Copenhagen,
    2025.
  ieee: A. Werning and R. Häb-Umbach, “Distilling Efficient Audio Models using Data
    Pruning with CLAP,” in <i>Proceedings of DAS|DAGA 2025</i>, Copenhagen, 2025.
  mla: Werning, Alexander, and Reinhold Häb-Umbach. “Distilling Efficient Audio Models
    Using Data Pruning with CLAP.” <i>Proceedings of DAS|DAGA 2025</i>, edited by
    Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025, 2025.
  short: 'A. Werning, R. Häb-Umbach, in: Deutsche Gesellschaft für Akustik e.V. (DEGA),
    Berlin, 2025 (Ed.), Proceedings of DAS|DAGA 2025, Copenhagen, 2025.'
conference:
  end_date: 2025-03-20
  location: Copenhagen
  name: DAS|DAGA 2025 - 51st Annual Meeting on Acoustics
  start_date: 2025-03-17
corporate_editor:
- Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025
date_created: 2025-05-14T13:18:10Z
date_updated: 2025-11-28T13:21:13Z
ddc:
- '004'
department:
- _id: '54'
has_accepted_license: '1'
language:
- iso: eng
place: Copenhagen
project:
- _id: '512'
  name: WestAI - AI Service Center West
publication: Proceedings of DAS|DAGA 2025
publication_identifier:
  unknown:
  - 978-3-939296-23-2
publication_status: published
status: public
title: Distilling Efficient Audio Models using Data Pruning with CLAP
type: conference
user_id: '62152'
year: '2025'
...
---
_id: '62701'
abstract:
- lang: eng
  text: 'Learning  continuous  vector  representations  for  knowledge graphs has
    signiﬁcantly improved state-of-the-art performances in many challenging tasks.
    Yet, deep-learning-based models are only post-hoc and locally explainable. In
    contrast, learning Web Ontology Language (OWL) class  expressions  in  Description  Logics  (DLs)  is  ante-hoc  and  globally
    explainable. However, state-of-the-art learners have two well-known lim-itations:  scaling  to  large  knowledge  graphs  and  handling  missing  infor-mation.  Here,  we  present  a  decision-tree-based  learner  (tDL)  to  learn
    Web  Ontology  Languages  (OWLs)  class  expressions  over  large  knowl-edge
    graphs, while imputing missing triples. Given positive and negative example individuals,
    tDL  ﬁrstly constructs unique OWL expressions in .SHOIN from  concise  bounded  descriptions  of  individuals.  Each  OWL
    class expression is used as a feature in a binary classiﬁcation problem to represent
    input individuals. Thereafter, tDL  ﬁts a CART decision tree to learn Boolean
    decision rules distinguishing positive examples from nega-tive examples. A ﬁnal
    OWL expression in.SHOIN is built by traversing the  built  CART  decision  tree  from  the  root  node  to  leaf  nodes  for  each
    positive example. By this, tDL  can learn OWL class expressions without exploration,
    i.e., the number of queries to a knowledge graph is bounded by the number of input
    individuals. Our empirical results show that tDL outperforms  the  current state-of-the-art  models  across
    datasets. Impor-tantly, our experiments over a large knowledge graph (DBpedia
    with 1.1 billion triples) show that tDL  can eﬀectively learn accurate OWL class
    expressions,  while  the  state-of-the-art  models  fail  to  return  any  results.
    Finally,  expressions  learned  by  tDL  can  be  seamlessly  translated  into
    natural language explanations using a pre-trained large language model and a DL
    verbalizer.'
author:
- first_name: Caglar
  full_name: Demir, Caglar
  last_name: Demir
- first_name: Moshood
  full_name: Yekini, Moshood
  last_name: Yekini
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Yasir
  full_name: Mahmood, Yasir
  last_name: Mahmood
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
citation:
  ama: 'Demir C, Yekini M, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class
    Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>.
    Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>'
  apa: Demir, C., Yekini, M., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C. (2025).
    Tree-Based OWL Class Expression Learner over Large Graphs. In <i>Lecture Notes
    in Computer Science</i>. European Conference on Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases - ECML PKDD, Porto, Portugal.
    Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-032-06066-2_29">https://doi.org/10.1007/978-3-032-06066-2_29</a>
  bibtex: '@inbook{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based
    OWL Class Expression Learner over Large Graphs}, DOI={<a href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Demir, Caglar and Yekini, Moshood and Röder, Michael and Mahmood, Yasir
    and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: 'Demir, Caglar, Moshood Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille
    Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In
    <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025.
    <a href="https://doi.org/10.1007/978-3-032-06066-2_29">https://doi.org/10.1007/978-3-032-06066-2_29</a>.'
  ieee: 'C. Demir, M. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based
    OWL Class Expression Learner over Large Graphs,” in <i>Lecture Notes in Computer
    Science</i>, Cham: Springer Nature Switzerland, 2025.'
  mla: Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.”
    <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a
    href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>.
  short: 'C. Demir, M. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture
    Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
conference:
  end_date: 2025-09-19
  location: Porto, Portugal
  name: European Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases - ECML PKDD
  start_date: 2025-09-15
date_created: 2025-11-28T14:09:17Z
date_updated: 2025-11-28T14:57:39Z
department:
- _id: '34'
- _id: '574'
doi: 10.1007/978-3-032-06066-2_29
keyword:
- Decision Tree
- OWL Class Expression Learning
- Description Logic
- Knowledge Graph
- Large Language Model
- Verbalizer
language:
- iso: eng
place: Cham
project:
- _id: '285'
  name: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783032060655'
  - '9783032060662'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Tree-Based OWL Class Expression Learner over Large Graphs
type: book_chapter
user_id: '114533'
year: '2025'
...
---
_id: '62707'
author:
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Daniel
  full_name: Neib, Daniel
  last_name: Neib
citation:
  ama: 'Heindorf S, Neib D. Assessing Natural Language Explanations of Relational
    Graph Neural Networks. In: <i>Proceedings of the 34th ACM International Conference
    on Information and Knowledge Management</i>. ACM; 2025. doi:<a href="https://doi.org/10.1145/3746252.3760918">10.1145/3746252.3760918</a>'
  apa: Heindorf, S., &#38; Neib, D. (2025). Assessing Natural Language Explanations
    of Relational Graph Neural Networks. <i>Proceedings of the 34th ACM International
    Conference on Information and Knowledge Management</i>. <a href="https://doi.org/10.1145/3746252.3760918">https://doi.org/10.1145/3746252.3760918</a>
  bibtex: '@inproceedings{Heindorf_Neib_2025, title={Assessing Natural Language Explanations
    of Relational Graph Neural Networks}, DOI={<a href="https://doi.org/10.1145/3746252.3760918">10.1145/3746252.3760918</a>},
    booktitle={Proceedings of the 34th ACM International Conference on Information
    and Knowledge Management}, publisher={ACM}, author={Heindorf, Stefan and Neib,
    Daniel}, year={2025} }'
  chicago: Heindorf, Stefan, and Daniel Neib. “Assessing Natural Language Explanations
    of Relational Graph Neural Networks.” In <i>Proceedings of the 34th ACM International
    Conference on Information and Knowledge Management</i>. ACM, 2025. <a href="https://doi.org/10.1145/3746252.3760918">https://doi.org/10.1145/3746252.3760918</a>.
  ieee: 'S. Heindorf and D. Neib, “Assessing Natural Language Explanations of Relational
    Graph Neural Networks,” 2025, doi: <a href="https://doi.org/10.1145/3746252.3760918">10.1145/3746252.3760918</a>.'
  mla: Heindorf, Stefan, and Daniel Neib. “Assessing Natural Language Explanations
    of Relational Graph Neural Networks.” <i>Proceedings of the 34th ACM International
    Conference on Information and Knowledge Management</i>, ACM, 2025, doi:<a href="https://doi.org/10.1145/3746252.3760918">10.1145/3746252.3760918</a>.
  short: 'S. Heindorf, D. Neib, in: Proceedings of the 34th ACM International Conference
    on Information and Knowledge Management, ACM, 2025.'
date_created: 2025-11-28T15:36:11Z
date_updated: 2025-11-28T15:36:57Z
department:
- _id: '760'
doi: 10.1145/3746252.3760918
language:
- iso: eng
publication: Proceedings of the 34th ACM International Conference on Information and
  Knowledge Management
publication_status: published
publisher: ACM
status: public
title: Assessing Natural Language Explanations of Relational Graph Neural Networks
type: conference
user_id: '11871'
year: '2025'
...
---
_id: '61041'
abstract:
- lang: eng
  text: Large Language Models (LLMs) are increasingly deployed in real-world applications
    that require access to up-to-date knowledge. However, retraining LLMs is computationally
    expensive. Therefore, knowledge editing techniques are crucial for maintaining
    current information and correcting erroneous assertions within pre-trained models.
    Current benchmarks for knowledge editing primarily focus on recalling edited facts,
    often neglecting their logical consequences. To address this limitation, we introduce
    a new benchmark designed to evaluate how knowledge editing methods handle the
    logical consequences of a single fact edit. Our benchmark extracts relevant logical
    rules from a knowledge graph for a given edit. Then, it generates multi-hop questions
    based on these rules to assess the impact on logical consequences. Our findings
    indicate that while existing knowledge editing approaches can accurately insert
    direct assertions into LLMs, they frequently fail to inject entailed knowledge.
    Specifically, experiments with popular methods like ROME and FT reveal a substantial
    performance gap, up to 24%, between evaluations on directly edited knowledge and
    on entailed knowledge. This highlights the critical need for semantics-aware evaluation
    frameworks in knowledge editing.
author:
- first_name: Tatiana
  full_name: Moteu Ngoli, Tatiana
  id: '99174'
  last_name: Moteu Ngoli
- first_name: N'Dah Jean
  full_name: Kouagou, N'Dah Jean
  id: '87189'
  last_name: Kouagou
- first_name: Hamada Mohamed Abdelsamee
  full_name: Zahera, Hamada Mohamed Abdelsamee
  id: '72768'
  last_name: Zahera
  orcid: 0000-0003-0215-1278
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Moteu Ngoli T, Kouagou NJ, Zahera HMA, Ngonga Ngomo A-C. Benchmarking Knowledge
    Editing using Logical Rules. In: <i>Proceedings of the 24th International Semantic
    Web Conference (ISWC 2025)</i>. Springer, Cham; 2025:pp 41-56. doi:<a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>'
  apa: Moteu Ngoli, T., Kouagou, N. J., Zahera, H. M. A., &#38; Ngonga Ngomo, A.-C.
    (2025). Benchmarking Knowledge Editing using Logical Rules. <i>Proceedings of
    the 24th International Semantic Web Conference (ISWC 2025)</i>, pp 41-56. <a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>
  bibtex: '@inproceedings{Moteu Ngoli_Kouagou_Zahera_Ngonga Ngomo_2025, title={Benchmarking
    Knowledge Editing using Logical Rules}, DOI={<a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>},
    booktitle={Proceedings of the 24th International Semantic Web Conference (ISWC
    2025)}, publisher={Springer, Cham}, author={Moteu Ngoli, Tatiana and Kouagou,
    N’Dah Jean and Zahera, Hamada Mohamed Abdelsamee and Ngonga Ngomo, Axel-Cyrille},
    year={2025}, pages={pp 41-56} }'
  chicago: Moteu Ngoli, Tatiana, N’Dah Jean Kouagou, Hamada Mohamed Abdelsamee Zahera,
    and Axel-Cyrille Ngonga Ngomo. “Benchmarking Knowledge Editing Using Logical Rules.”
    In <i>Proceedings of the 24th International Semantic Web Conference (ISWC 2025)</i>,
    pp 41-56. Springer, Cham, 2025. <a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>.
  ieee: 'T. Moteu Ngoli, N. J. Kouagou, H. M. A. Zahera, and A.-C. Ngonga Ngomo, “Benchmarking
    Knowledge Editing using Logical Rules,” in <i>Proceedings of the 24th International
    Semantic Web Conference (ISWC 2025)</i>, Nara, Japan, 2025, p. pp 41-56, doi:
    <a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>.'
  mla: Moteu Ngoli, Tatiana, et al. “Benchmarking Knowledge Editing Using Logical
    Rules.” <i>Proceedings of the 24th International Semantic Web Conference (ISWC
    2025)</i>, Springer, Cham, 2025, p. pp 41-56, doi:<a href="https://doi.org/10.1007/978-3-032-09530-5_3">https://doi.org/10.1007/978-3-032-09530-5_3</a>.
  short: 'T. Moteu Ngoli, N.J. Kouagou, H.M.A. Zahera, A.-C. Ngonga Ngomo, in: Proceedings
    of the 24th International Semantic Web Conference (ISWC 2025), Springer, Cham,
    2025, p. pp 41-56.'
conference:
  end_date: 2025.11.6
  location: Nara, Japan
  name: The 24th International Semantic Web Conference (ISWC 2025)
  start_date: 2025.11.2
date_created: 2025-08-27T13:17:55Z
date_updated: 2025-12-01T10:04:25Z
department:
- _id: '574'
doi: https://doi.org/10.1007/978-3-032-09530-5_3
keyword:
- dice sailproject moteu kouagou zahera ngonga
language:
- iso: eng
page: pp 41-56
project:
- _id: '285'
  name: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen
publication: Proceedings of the 24th International Semantic Web Conference (ISWC 2025)
publication_identifier:
  isbn:
  - 978-3-032-09530-5
publication_status: published
publisher: Springer, Cham
status: public
title: Benchmarking Knowledge Editing using Logical Rules
type: conference
user_id: '99174'
year: '2025'
...
---
_id: '62731'
article_number: '139453'
author:
- first_name: Henning
  full_name: Meschede, Henning
  id: '86954'
  last_name: Meschede
  orcid: 0000-0002-1538-089X
- first_name: Lukas
  full_name: Knorr, Lukas
  id: '90391'
  last_name: Knorr
- first_name: Antonio
  full_name: Piacentino, Antonio
  last_name: Piacentino
- first_name: Natasa
  full_name: Markovska, Natasa
  last_name: Markovska
- first_name: Neven
  full_name: Duic, Neven
  last_name: Duic
citation:
  ama: Meschede H, Knorr L, Piacentino A, Markovska N, Duic N. Integrated and demand-responsive
    energy futures in the context of sustainable development of energy systems. <i>Energy</i>.
    Published online 2025. doi:<a href="https://doi.org/10.1016/j.energy.2025.139453">10.1016/j.energy.2025.139453</a>
  apa: Meschede, H., Knorr, L., Piacentino, A., Markovska, N., &#38; Duic, N. (2025).
    Integrated and demand-responsive energy futures in the context of sustainable
    development of energy systems. <i>Energy</i>, Article 139453. <a href="https://doi.org/10.1016/j.energy.2025.139453">https://doi.org/10.1016/j.energy.2025.139453</a>
  bibtex: '@article{Meschede_Knorr_Piacentino_Markovska_Duic_2025, title={Integrated
    and demand-responsive energy futures in the context of sustainable development
    of energy systems}, DOI={<a href="https://doi.org/10.1016/j.energy.2025.139453">10.1016/j.energy.2025.139453</a>},
    number={139453}, journal={Energy}, publisher={Elsevier BV}, author={Meschede,
    Henning and Knorr, Lukas and Piacentino, Antonio and Markovska, Natasa and Duic,
    Neven}, year={2025} }'
  chicago: Meschede, Henning, Lukas Knorr, Antonio Piacentino, Natasa Markovska, and
    Neven Duic. “Integrated and Demand-Responsive Energy Futures in the Context of
    Sustainable Development of Energy Systems.” <i>Energy</i>, 2025. <a href="https://doi.org/10.1016/j.energy.2025.139453">https://doi.org/10.1016/j.energy.2025.139453</a>.
  ieee: 'H. Meschede, L. Knorr, A. Piacentino, N. Markovska, and N. Duic, “Integrated
    and demand-responsive energy futures in the context of sustainable development
    of energy systems,” <i>Energy</i>, Art. no. 139453, 2025, doi: <a href="https://doi.org/10.1016/j.energy.2025.139453">10.1016/j.energy.2025.139453</a>.'
  mla: Meschede, Henning, et al. “Integrated and Demand-Responsive Energy Futures
    in the Context of Sustainable Development of Energy Systems.” <i>Energy</i>, 139453,
    Elsevier BV, 2025, doi:<a href="https://doi.org/10.1016/j.energy.2025.139453">10.1016/j.energy.2025.139453</a>.
  short: H. Meschede, L. Knorr, A. Piacentino, N. Markovska, N. Duic, Energy (2025).
date_created: 2025-12-02T05:43:01Z
date_updated: 2025-12-02T05:44:54Z
department:
- _id: '644'
doi: 10.1016/j.energy.2025.139453
language:
- iso: eng
publication: Energy
publication_identifier:
  issn:
  - 0360-5442
publication_status: published
publisher: Elsevier BV
status: public
title: Integrated and demand-responsive energy futures in the context of sustainable
  development of energy systems
type: journal_article
user_id: '90391'
year: '2025'
...
---
_id: '62750'
abstract:
- lang: eng
  text: 'Diese Dissertation enthält Beiträge zum Bereich der Mehrzieloptimierung mit
    einem Fokus auf unbeschränkten Problemen, die auf einem allgemeinen Hilbertraum
    definiert sind. Für Mehrzieloptimierungsprobleme mit lokal Lipschitz-stetigen
    Zielfunktionen definieren wir ein multikriterielles Subdifferential, das wir erstmals
    im Kontext allgemeiner Hilberträume analysieren. Aufbauend auf diesen theoretischen
    Untersuchungen präsentieren wir ein Abstiegsverfahren, bei welchem in jeder Iteration
    eine Abstiegsrichtung mittels einer numerischen Approximation des multikriteriellen
    Subdifferentials bestimmt wird. Im Kontext konvexer, stetig differenzierbarer
    Zielfunktionen mit Lipschitz-stetigen Gradienten, führen wir eine Familie von
    dynamischen Gradientensystemen mit Trägheitsterm ein, die bekannte kontinuierliche
    Systeme aus der skalaren Optimierung verallgemeinern. Wir stellen drei neue Systeme
    vor: eines mit konstanter Dämpfung, eines mit asymptotisch abnehmender Dämpfung
    und eines, das zusätzlich eine zeitabhängige Tikhonov-Regularisierung beinhaltet.
    Aufbauend auf den Untersuchungen der neuen dynamischen Gradientensysteme, entwickeln
    wir ein beschleunigtes Gradientenverfahren zur Mehrzieloptimierung, das auf einer
    Diskretisierung des multikriteriellen Gradientensystems mit asymptotisch abnehmender
    Dämpfung beruht. Das hergeleitete Verfahren bewahrt die günstigen Konvergenzeigenschaften
    des kontinuierlichen Systems und erreicht eine schnellere Konvergenz als klassische
    Verfahren.'
- lang: eng
  text: 'This dissertation contributes to the field of multiobjective optimization,
    with a focus on unconstrained problems formulated in a general Hilbert space.
    For multiobjective optimization problems with locally Lipschitz continuous objective
    functions, we define a multiobjective subdifferential, which we analyze for the
    first time in the context of general Hilbert spaces. Building on these theoretical
    investigations, we present a descent method in which, at each iteration, a descent
    direction is determined via a numerical approximation of the multiobjective subdifferential.
    In the setting of convex, continuously differentiable objective functions with
    Lipschitz continuous gradients, we introduce a family of inertial gradient dynamical
    systems that generalize well-known continuous-time systems from scalar optimization.
    We present three novel systems: one with constant damping, one with asymptotic
    vanishing damping, and one combining vanishing damping with time-dependent Tikhonov
    regularization. Building on the investigation of the novel gradient dynamical
    systems, we develop an accelerated gradient method for multiobjective optimization
    via discretization of the multiobjective gradient system with asymptotic vanishing
    damping. The proposed method retains the favorable convergence properties of the
    continuous system while achieving faster convergence than standard approaches,
    such as classical methods.'
author:
- first_name: Konstantin
  full_name: Sonntag, Konstantin
  id: '56399'
  last_name: Sonntag
  orcid: https://orcid.org/0000-0003-3384-3496
citation:
  ama: Sonntag K. <i>First-Order Methods and Gradient Dynamical Systems for Multiobjective
    Optimization</i>. Paderborn University; 2025. doi:<a href="https://doi.org/10.17619/UNIPB/1-2457">10.17619/UNIPB/1-2457</a>
  apa: Sonntag, K. (2025). <i>First-order methods and gradient dynamical systems for
    multiobjective optimization</i>. Paderborn University. <a href="https://doi.org/10.17619/UNIPB/1-2457">https://doi.org/10.17619/UNIPB/1-2457</a>
  bibtex: '@book{Sonntag_2025, title={First-order methods and gradient dynamical systems
    for multiobjective optimization}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-2457">10.17619/UNIPB/1-2457</a>},
    publisher={Paderborn University}, author={Sonntag, Konstantin}, year={2025} }'
  chicago: Sonntag, Konstantin. <i>First-Order Methods and Gradient Dynamical Systems
    for Multiobjective Optimization</i>. Paderborn University, 2025. <a href="https://doi.org/10.17619/UNIPB/1-2457">https://doi.org/10.17619/UNIPB/1-2457</a>.
  ieee: K. Sonntag, <i>First-order methods and gradient dynamical systems for multiobjective
    optimization</i>. Paderborn University, 2025.
  mla: Sonntag, Konstantin. <i>First-Order Methods and Gradient Dynamical Systems
    for Multiobjective Optimization</i>. Paderborn University, 2025, doi:<a href="https://doi.org/10.17619/UNIPB/1-2457">10.17619/UNIPB/1-2457</a>.
  short: K. Sonntag, First-Order Methods and Gradient Dynamical Systems for Multiobjective
    Optimization, Paderborn University, 2025.
date_created: 2025-12-03T06:55:01Z
date_updated: 2025-12-03T07:04:36Z
ddc:
- '510'
department:
- _id: '101'
- _id: '530'
doi: 10.17619/UNIPB/1-2457
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://digital.ub.uni-paderborn.de/hs/download/pdf/8141881
oa: '1'
publisher: Paderborn University
status: public
supervisor:
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
title: First-order methods and gradient dynamical systems for multiobjective optimization
type: dissertation
user_id: '56399'
year: '2025'
...
---
_id: '62007'
abstract:
- lang: eng
  text: "Ensemble methods are widely employed to improve generalization in machine
    learning. This has also prompted the adoption of ensemble learning for the knowledge
    graph embedding (KGE) models in performing link prediction. Typical approaches
    to this end train multiple models as part of the ensemble, and the diverse predictions
    are then averaged. However, this approach has some significant drawbacks. For
    instance, the computational overhead of training multiple models increases latency
    and memory overhead. In contrast, model merging approaches offer a promising alternative
    that does not require training multiple models. In this work, we introduce model
    merging, specifically weighted averaging, in\r\nKGE models. Herein, a running
    average of model parameters from a training epoch onward is maintained and used
    for predictions. To address this, we additionally propose an approach that selectively
    updates the running average of the ensemble model parameters only when the generalization
    performance improves on a validation dataset. We evaluate these two different
    weighted averaging approaches on link prediction tasks, comparing the state-of-the-art
    benchmark ensemble approach. Additionally, we evaluate the weighted averaging
    approach considering literal-augmented KGE models and multi-hop query answering
    tasks as well. The results demonstrate that the proposed weighted averaging approach
    consistently improves performance across diverse evaluation settings."
author:
- first_name: Rupesh
  full_name: Sapkota, Rupesh
  id: '89326'
  last_name: Sapkota
- first_name: Caglar
  full_name: Demir, Caglar
  last_name: Demir
- first_name: Arnab
  full_name: Sharma, Arnab
  last_name: Sharma
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
citation:
  ama: 'Sapkota R, Demir C, Sharma A, Ngonga Ngomo A-C. Parameter Averaging in Link
    Prediction. In: <i>Proceedings of the Thirteenth International Conference on Knowledge
    Capture(K-CAP 2025)</i>. ACM; 2025. doi:<a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>'
  apa: Sapkota, R., Demir, C., Sharma, A., &#38; Ngonga Ngomo, A.-C. (2025). Parameter
    Averaging in Link Prediction. <i>Proceedings of the Thirteenth International Conference
    on Knowledge Capture(K-CAP 2025)</i>. Knowledge Capture Conference 2025, Dayton,
    OH, USA. <a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>
  bibtex: '@inproceedings{Sapkota_Demir_Sharma_Ngonga Ngomo_2025, place={Dayton, OH,
    USA}, title={Parameter Averaging in Link Prediction}, DOI={<a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>},
    booktitle={Proceedings of the Thirteenth International Conference on Knowledge
    Capture(K-CAP 2025)}, publisher={ACM}, author={Sapkota, Rupesh and Demir, Caglar
    and Sharma, Arnab and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: 'Sapkota, Rupesh, Caglar Demir, Arnab Sharma, and Axel-Cyrille Ngonga Ngomo.
    “Parameter Averaging in Link Prediction.” In <i>Proceedings of the Thirteenth
    International Conference on Knowledge Capture(K-CAP 2025)</i>. Dayton, OH, USA:
    ACM, 2025. <a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>.'
  ieee: 'R. Sapkota, C. Demir, A. Sharma, and A.-C. Ngonga Ngomo, “Parameter Averaging
    in Link Prediction,” presented at the Knowledge Capture Conference 2025, Dayton,
    OH, USA, 2025, doi: <a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>.'
  mla: Sapkota, Rupesh, et al. “Parameter Averaging in Link Prediction.” <i>Proceedings
    of the Thirteenth International Conference on Knowledge Capture(K-CAP 2025)</i>,
    ACM, 2025, doi:<a href="https://doi.org/10.1145/3731443.3771365">https://doi.org/10.1145/3731443.3771365</a>.
  short: 'R. Sapkota, C. Demir, A. Sharma, A.-C. Ngonga Ngomo, in: Proceedings of
    the Thirteenth International Conference on Knowledge Capture(K-CAP 2025), ACM,
    Dayton, OH, USA, 2025.'
conference:
  end_date: 2025-12-10
  location: Dayton, OH, USA
  name: Knowledge Capture Conference 2025
  start_date: 2025-12-10
date_created: 2025-10-28T10:02:40Z
date_updated: 2025-12-04T09:15:07Z
ddc:
- '000'
department:
- _id: '574'
doi: https://doi.org/10.1145/3731443.3771365
file:
- access_level: open_access
  content_type: application/pdf
  creator: rupezzz
  date_created: 2025-10-28T10:02:13Z
  date_updated: 2025-10-28T10:02:13Z
  file_id: '62008'
  file_name: public.pdf
  file_size: 837462
  relation: main_file
file_date_updated: 2025-10-28T10:02:13Z
has_accepted_license: '1'
keyword:
- Knowledge Graphs
- Embeddings
- Ensemble Learning
language:
- iso: eng
main_file_link:
- url: https://papers.dice-research.org/2025/KCAP_ASWA/public.pdf
oa: '1'
place: Dayton, OH, USA
project:
- _id: '285'
  name: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen
publication: Proceedings of the Thirteenth International Conference on Knowledge Capture(K-CAP
  2025)
publisher: ACM
status: public
title: Parameter Averaging in Link Prediction
type: conference
user_id: '89326'
year: '2025'
...
---
_id: '62973'
abstract:
- lang: eng
  text: "Large Language Models (LLMs) are increasingly being explored for their potential
    in software engineering, particularly in static analysis tasks. In this study,
    we investigate the potential of current LLMs to enhance call-graph analysis and
    type inference for Python and JavaScript programs. We empirically evaluated 24
    LLMs, including OpenAI's GPT series and open-source models like LLaMA and Mistral,
    using existing and newly developed benchmarks. Specifically, we enhanced TypeEvalPy,
    a micro-benchmarking framework for type inference in Python, with auto-generation
    capabilities, expanding its scope from 860 to 77,268 type annotations for Python.
    Additionally, we introduced SWARM-CG and SWARM-JS, comprehensive benchmarking
    suites for evaluating call-graph construction tools across multiple programming
    languages.\r\n Our findings reveal a contrasting performance of LLMs in static
    analysis tasks. For call-graph generation, traditional static analysis tools such
    as PyCG for Python and Jelly for JavaScript consistently outperform LLMs. While
    advanced models like mistral-large-it-2407-123b and gpt-4o show promise, they
    still struggle with completeness and soundness in call-graph analysis across both
    languages. In contrast, LLMs demonstrate a clear advantage in type inference for
    Python, surpassing traditional tools like HeaderGen and hybrid approaches such
    as HiTyper. These results suggest that, while LLMs hold promise in type inference,
    their limitations in call-graph analysis highlight the need for further research.
    Our study provides a foundation for integrating LLMs into static analysis workflows,
    offering insights into their strengths and current limitations."
author:
- first_name: Ashwin Prasad
  full_name: Shivarpatna Venkatesh, Ashwin Prasad
  id: '66637'
  last_name: Shivarpatna Venkatesh
- first_name: Rose
  full_name: Sunil, Rose
  id: '97670'
  last_name: Sunil
- first_name: Samkutty
  full_name: Sabu, Samkutty
  last_name: Sabu
- first_name: Amir M.
  full_name: Mir, Amir M.
  last_name: Mir
- first_name: Sofia
  full_name: Reis, Sofia
  last_name: Reis
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: Shivarpatna Venkatesh AP, Sunil R, Sabu S, Mir AM, Reis S, Bodden E. An Empirical
    Study of Large Language Models for Type and Call Graph Analysis in Python and
    JavaScript. <i>Empirical Software Engineering</i>. 2025;30(6). doi:<a href="https://doi.org/10.48550/ARXIV.2410.00603">10.48550/ARXIV.2410.00603</a>
  apa: Shivarpatna Venkatesh, A. P., Sunil, R., Sabu, S., Mir, A. M., Reis, S., &#38;
    Bodden, E. (2025). An Empirical Study of Large Language Models for Type and Call
    Graph Analysis in Python and JavaScript. <i>Empirical Software Engineering</i>,
    <i>30</i>(6). <a href="https://doi.org/10.48550/ARXIV.2410.00603">https://doi.org/10.48550/ARXIV.2410.00603</a>
  bibtex: '@article{Shivarpatna Venkatesh_Sunil_Sabu_Mir_Reis_Bodden_2025, title={An
    Empirical Study of Large Language Models for Type and Call Graph Analysis in Python
    and JavaScript}, volume={30}, DOI={<a href="https://doi.org/10.48550/ARXIV.2410.00603">10.48550/ARXIV.2410.00603</a>},
    number={6}, journal={Empirical Software Engineering}, publisher={Springer}, author={Shivarpatna
    Venkatesh, Ashwin Prasad and Sunil, Rose and Sabu, Samkutty and Mir, Amir M. and
    Reis, Sofia and Bodden, Eric}, year={2025} }'
  chicago: Shivarpatna Venkatesh, Ashwin Prasad, Rose Sunil, Samkutty Sabu, Amir M.
    Mir, Sofia Reis, and Eric Bodden. “An Empirical Study of Large Language Models
    for Type and Call Graph Analysis in Python and JavaScript.” <i>Empirical Software
    Engineering</i> 30, no. 6 (2025). <a href="https://doi.org/10.48550/ARXIV.2410.00603">https://doi.org/10.48550/ARXIV.2410.00603</a>.
  ieee: 'A. P. Shivarpatna Venkatesh, R. Sunil, S. Sabu, A. M. Mir, S. Reis, and E.
    Bodden, “An Empirical Study of Large Language Models for Type and Call Graph Analysis
    in Python and JavaScript,” <i>Empirical Software Engineering</i>, vol. 30, no.
    6, 2025, doi: <a href="https://doi.org/10.48550/ARXIV.2410.00603">10.48550/ARXIV.2410.00603</a>.'
  mla: Shivarpatna Venkatesh, Ashwin Prasad, et al. “An Empirical Study of Large Language
    Models for Type and Call Graph Analysis in Python and JavaScript.” <i>Empirical
    Software Engineering</i>, vol. 30, no. 6, Springer, 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2410.00603">10.48550/ARXIV.2410.00603</a>.
  short: A.P. Shivarpatna Venkatesh, R. Sunil, S. Sabu, A.M. Mir, S. Reis, E. Bodden,
    Empirical Software Engineering 30 (2025).
date_created: 2025-12-08T13:20:30Z
date_updated: 2025-12-08T13:25:49Z
department:
- _id: '76'
doi: 10.48550/ARXIV.2410.00603
intvolume: '        30'
issue: '6'
language:
- iso: eng
publication: Empirical Software Engineering
publisher: Springer
status: public
title: An Empirical Study of Large Language Models for Type and Call Graph Analysis
  in Python and JavaScript
type: journal_article
user_id: '15249'
volume: 30
year: '2025'
...
---
_id: '62980'
abstract:
- lang: eng
  text: <jats:p>We introduce a new classification of multimode states with a fixed
    number of photons. This classification is based on the factorizability of homogeneous
    multivariate polynomials and is invariant under unitary transformations. The classes
    physically correspond to field excitations in terms of single and multiple photons,
    each of which is in an arbitrary irreducible superposition of quantized modes.
    We further show how the transitions between classes are rendered possible by photon
    addition, photon subtraction, and photon-projection nonlinearities. We explicitly
    put forward a design for a multilayer interferometer in which the states for different
    classes can be generated with state-of-the-art experimental techniques. Limitations
    of the proposed designs are analyzed using the introduced classification, providing
    a benchmark for the robustness of certain states and classes.</jats:p>
article_number: '033062'
author:
- first_name: Denis A.
  full_name: Kopylov, Denis A.
  last_name: Kopylov
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: 0000-0002-5940-8057
- first_name: Laura
  full_name: Ares, Laura
  last_name: Ares
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Torsten
  full_name: Meier, Torsten
  id: '344'
  last_name: Meier
  orcid: 0000-0001-8864-2072
- first_name: Polina R.
  full_name: Sharapova, Polina R.
  id: '60286'
  last_name: Sharapova
- first_name: Jan
  full_name: Sperling, Jan
  id: '75127'
  last_name: Sperling
  orcid: 0000-0002-5844-3205
citation:
  ama: Kopylov DA, Offen C, Ares L, et al. Multiphoton, multimode state classification
    for nonlinear optical circuits. <i>Physical Review Research</i>. 2025;7(3). doi:<a
    href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>
  apa: Kopylov, D. A., Offen, C., Ares, L., Wembe Moafo, B. E., Ober-Blöbaum, S.,
    Meier, T., Sharapova, P. R., &#38; Sperling, J. (2025). Multiphoton, multimode
    state classification for nonlinear optical circuits. <i>Physical Review Research</i>,
    <i>7</i>(3), Article 033062. <a href="https://doi.org/10.1103/sv6z-v1gk">https://doi.org/10.1103/sv6z-v1gk</a>
  bibtex: '@article{Kopylov_Offen_Ares_Wembe Moafo_Ober-Blöbaum_Meier_Sharapova_Sperling_2025,
    title={Multiphoton, multimode state classification for nonlinear optical circuits},
    volume={7}, DOI={<a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>},
    number={3033062}, journal={Physical Review Research}, publisher={American Physical
    Society (APS)}, author={Kopylov, Denis A. and Offen, Christian and Ares, Laura
    and Wembe Moafo, Boris Edgar and Ober-Blöbaum, Sina and Meier, Torsten and Sharapova,
    Polina R. and Sperling, Jan}, year={2025} }'
  chicago: Kopylov, Denis A., Christian Offen, Laura Ares, Boris Edgar Wembe Moafo,
    Sina Ober-Blöbaum, Torsten Meier, Polina R. Sharapova, and Jan Sperling. “Multiphoton,
    Multimode State Classification for Nonlinear Optical Circuits.” <i>Physical Review
    Research</i> 7, no. 3 (2025). <a href="https://doi.org/10.1103/sv6z-v1gk">https://doi.org/10.1103/sv6z-v1gk</a>.
  ieee: 'D. A. Kopylov <i>et al.</i>, “Multiphoton, multimode state classification
    for nonlinear optical circuits,” <i>Physical Review Research</i>, vol. 7, no.
    3, Art. no. 033062, 2025, doi: <a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>.'
  mla: Kopylov, Denis A., et al. “Multiphoton, Multimode State Classification for
    Nonlinear Optical Circuits.” <i>Physical Review Research</i>, vol. 7, no. 3, 033062,
    American Physical Society (APS), 2025, doi:<a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>.
  short: D.A. Kopylov, C. Offen, L. Ares, B.E. Wembe Moafo, S. Ober-Blöbaum, T. Meier,
    P.R. Sharapova, J. Sperling, Physical Review Research 7 (2025).
date_created: 2025-12-09T09:08:39Z
date_updated: 2025-12-09T09:10:01Z
department:
- _id: '15'
- _id: '569'
- _id: '170'
- _id: '293'
- _id: '706'
- _id: '636'
- _id: '35'
- _id: '230'
- _id: '429'
- _id: '623'
doi: 10.1103/sv6z-v1gk
intvolume: '         7'
issue: '3'
language:
- iso: eng
project:
- _id: '53'
  name: 'TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten
    zu funktionellen Strukturen'
- _id: '56'
  name: TRR 142 - Project Area C
- _id: '174'
  name: 'TRR 142 ; TP: C10: Erzeugung und Charakterisierung von Quantenlicht in nichtlinearen
    Systemen: Eine theoretische Analyse'
- _id: '266'
  name: 'PhoQC: Photonisches Quantencomputing'
publication: Physical Review Research
publication_identifier:
  issn:
  - 2643-1564
publication_status: published
publisher: American Physical Society (APS)
status: public
title: Multiphoton, multimode state classification for nonlinear optical circuits
type: journal_article
user_id: '16199'
volume: 7
year: '2025'
...
