---
_id: '60504'
author:
- first_name: Tom
  full_name: Nellius, Tom
  last_name: Nellius
- first_name: Kevin
  full_name: Henne, Kevin
  id: '56918'
  last_name: Henne
- first_name: Maximilian
  full_name: Hartinger, Maximilian
  last_name: Hartinger
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Tim
  full_name: Hetkämper, Tim
  id: '38123'
  last_name: Hetkämper
- first_name: Henning
  full_name: Zeipert, Henning
  id: '32580'
  last_name: Zeipert
- 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: 'Nellius T, Henne K, Hartinger M, et al. Ultrasonic phased array interface
    using programmable I/O and microprocessor clock synchronisation. In: ; 2025. doi:<a
    href="https://doi.org/ 10.5162/SMSI2025/A5.4"> 10.5162/SMSI2025/A5.4</a>'
  apa: Nellius, T., Henne, K., Hartinger, M., Meihost, L., Hetkämper, T., Zeipert,
    H., Claes, L., &#38; Henning, B. (2025). <i>Ultrasonic phased array interface
    using programmable I/O and microprocessor clock synchronisation</i>. SMSI 2025,
    Nürnberg. <a href="https://doi.org/ 10.5162/SMSI2025/A5.4">https://doi.org/ 10.5162/SMSI2025/A5.4</a>
  bibtex: '@inproceedings{Nellius_Henne_Hartinger_Meihost_Hetkämper_Zeipert_Claes_Henning_2025,
    title={Ultrasonic phased array interface using programmable I/O and microprocessor
    clock synchronisation}, DOI={<a href="https://doi.org/ 10.5162/SMSI2025/A5.4">
    10.5162/SMSI2025/A5.4</a>}, author={Nellius, Tom and Henne, Kevin and Hartinger,
    Maximilian and Meihost, Lars and Hetkämper, Tim and Zeipert, Henning and Claes,
    Leander and Henning, Bernd}, year={2025} }'
  chicago: Nellius, Tom, Kevin Henne, Maximilian Hartinger, Lars Meihost, Tim Hetkämper,
    Henning Zeipert, Leander Claes, and Bernd Henning. “Ultrasonic Phased Array Interface
    Using Programmable I/O and Microprocessor Clock Synchronisation,” 2025. <a href="https://doi.org/
    10.5162/SMSI2025/A5.4">https://doi.org/ 10.5162/SMSI2025/A5.4</a>.
  ieee: 'T. Nellius <i>et al.</i>, “Ultrasonic phased array interface using programmable
    I/O and microprocessor clock synchronisation,” presented at the SMSI 2025, Nürnberg,
    2025, doi: <a href="https://doi.org/ 10.5162/SMSI2025/A5.4"> 10.5162/SMSI2025/A5.4</a>.'
  mla: Nellius, Tom, et al. <i>Ultrasonic Phased Array Interface Using Programmable
    I/O and Microprocessor Clock Synchronisation</i>. 2025, doi:<a href="https://doi.org/
    10.5162/SMSI2025/A5.4"> 10.5162/SMSI2025/A5.4</a>.
  short: 'T. Nellius, K. Henne, M. Hartinger, L. Meihost, T. Hetkämper, H. Zeipert,
    L. Claes, B. Henning, in: 2025.'
conference:
  end_date: 2025-05-08
  location: Nürnberg
  name: SMSI 2025
  start_date: 2025-05-06
date_created: 2025-07-03T07:17:54Z
date_updated: 2025-07-04T07:14:54Z
department:
- _id: '49'
doi: ' 10.5162/SMSI2025/A5.4'
language:
- iso: eng
status: public
title: Ultrasonic phased array interface using programmable I/O and microprocessor
  clock synchronisation
type: conference
user_id: '11829'
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: '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: '55039'
author:
- first_name: Tim
  full_name: Hetkämper, Tim
  id: '38123'
  last_name: Hetkämper
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
citation:
  ama: Hetkämper T, Meihost L. <i>Bits Und Bytes - Mikrocontroller Verstehen Mit Modularer
    Hardware</i>.; 2024.
  apa: Hetkämper, T., &#38; Meihost, L. (2024). <i>Bits und Bytes - Mikrocontroller
    verstehen mit modularer Hardware</i>.
  bibtex: '@book{Hetkämper_Meihost_2024, place={Tag der Lehre, Universität Paderborn},
    title={Bits und Bytes - Mikrocontroller verstehen mit modularer Hardware}, author={Hetkämper,
    Tim and Meihost, Lars}, year={2024} }'
  chicago: Hetkämper, Tim, and Lars Meihost. <i>Bits Und Bytes - Mikrocontroller Verstehen
    Mit Modularer Hardware</i>. Tag der Lehre, Universität Paderborn, 2024.
  ieee: T. Hetkämper and L. Meihost, <i>Bits und Bytes - Mikrocontroller verstehen
    mit modularer Hardware</i>. Tag der Lehre, Universität Paderborn, 2024.
  mla: Hetkämper, Tim, and Lars Meihost. <i>Bits Und Bytes - Mikrocontroller Verstehen
    Mit Modularer Hardware</i>. 2024.
  short: T. Hetkämper, L. Meihost, Bits Und Bytes - Mikrocontroller Verstehen Mit
    Modularer Hardware, Tag der Lehre, Universität Paderborn, 2024.
date_created: 2024-07-04T11:15:40Z
date_updated: 2024-07-04T11:16:31Z
department:
- _id: '49'
language:
- iso: eng
place: Tag der Lehre, Universität Paderborn
status: public
title: Bits und Bytes - Mikrocontroller verstehen mit modularer Hardware
type: misc
user_id: '38123'
year: '2024'
...
---
_id: '53824'
author:
- 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: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Koch K, Claes L, Jurgelucks B, Meihost L, Henning B. Inverses Verfahren zur
    Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
    Netze. In: Gesellschaft für Akustik e.V. D, ed. <i>Fortschritte der Akustik -
    DAGA 2024</i>. ; 2024:1113–1116.'
  apa: Koch, K., Claes, L., Jurgelucks, B., Meihost, L., &#38; Henning, B. (2024).
    Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
    durch neuronale Netze. In D. Gesellschaft für Akustik e.V. (Ed.), <i>Fortschritte
    der Akustik - DAGA 2024</i> (pp. 1113–1116).
  bibtex: '@inproceedings{Koch_Claes_Jurgelucks_Meihost_Henning_2024, title={Inverses
    Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch
    neuronale Netze}, booktitle={Fortschritte der Akustik - DAGA 2024}, author={Koch,
    Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars and Henning,
    Bernd}, editor={Gesellschaft für Akustik e.V., Deutsche }, year={2024}, pages={1113–1116}
    }'
  chicago: Koch, Kevin, Leander Claes, Benjamin Jurgelucks, Lars Meihost, and Bernd
    Henning. “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter
    unterstützt durch neuronale Netze.” In <i>Fortschritte der Akustik - DAGA 2024</i>,
    edited by Deutsche  Gesellschaft für Akustik e.V., 1113–1116, 2024.
  ieee: K. Koch, L. Claes, B. Jurgelucks, L. Meihost, and B. Henning, “Inverses Verfahren
    zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
    Netze,” in <i>Fortschritte der Akustik - DAGA 2024</i>, 2024, pp. 1113–1116.
  mla: Koch, Kevin, et al. “Inverses Verfahren zur Identifikation piezoelektrischer
    Materialparameter unterstützt durch neuronale Netze.” <i>Fortschritte der Akustik
    - DAGA 2024</i>, edited by Deutsche  Gesellschaft für Akustik e.V., 2024, pp.
    1113–1116.
  short: 'K. Koch, L. Claes, B. Jurgelucks, L. Meihost, B. Henning, in: D. Gesellschaft
    für Akustik e.V. (Ed.), Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.'
conference:
  end_date: 2024-03-21
  start_date: 2024-03-18
date_created: 2024-05-02T13:34:01Z
date_updated: 2026-01-05T07:56:42Z
ddc:
- '620'
department:
- _id: '49'
editor:
- first_name: 'Deutsche '
  full_name: 'Gesellschaft für Akustik e.V., Deutsche '
  last_name: Gesellschaft für Akustik e.V.
file:
- access_level: open_access
  content_type: application/pdf
  creator: leanderc
  date_created: 2024-05-02T13:36:51Z
  date_updated: 2024-05-02T14:06:28Z
  file_id: '53825'
  file_name: daga2024koch.pdf
  file_size: 365911
  relation: main_file
file_date_updated: 2024-05-02T14:06:28Z
has_accepted_license: '1'
language:
- iso: ger
oa: '1'
page: 1113–1116
project:
- _id: '90'
  name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _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)'
publication: Fortschritte der Akustik - DAGA 2024
status: public
title: Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
  durch neuronale Netze
type: conference
user_id: '11829'
year: '2024'
...
---
_id: '55416'
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. <i>Machine Learning in Inverse Measurement
    Problems: An Application to Piezoelectric Material Characterisation</i>.; 2024.'
  apa: 'Claes, L., Koch, K., Friesen, O., &#38; Meihost, L. (2024). <i>Machine learning
    in inverse measurement problems: An application to piezoelectric material characterisation</i>.'
  bibtex: '@book{Claes_Koch_Friesen_Meihost_2024, place={International Workshop on
    Piezoelectric Materials and Applications (IWPMA)}, title={Machine learning in
    inverse measurement problems: An application to piezoelectric material characterisation},
    author={Claes, Leander and Koch, Kevin and Friesen, Olga and Meihost, Lars}, year={2024}
    }'
  chicago: 'Claes, Leander, Kevin Koch, Olga Friesen, and Lars Meihost. <i>Machine
    Learning in Inverse Measurement Problems: An Application to Piezoelectric Material
    Characterisation</i>. International Workshop on Piezoelectric Materials and Applications
    (IWPMA), 2024.'
  ieee: 'L. Claes, K. Koch, O. Friesen, and L. Meihost, <i>Machine learning in inverse
    measurement problems: An application to piezoelectric material characterisation</i>.
    International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
  mla: 'Claes, Leander, et al. <i>Machine Learning in Inverse Measurement Problems:
    An Application to Piezoelectric Material Characterisation</i>. 2024.'
  short: 'L. Claes, K. Koch, O. Friesen, L. Meihost, Machine Learning in Inverse Measurement
    Problems: An Application to Piezoelectric Material Characterisation, International
    Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
date_created: 2024-07-29T12:34:21Z
date_updated: 2026-01-05T07:57:27Z
department:
- _id: '49'
language:
- iso: eng
place: International Workshop on Piezoelectric Materials and Applications (IWPMA)
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: 'Machine learning in inverse measurement problems: An application to piezoelectric
  material characterisation'
type: misc
user_id: '11829'
year: '2024'
...
---
_id: '54314'
alternative_title:
- Neural networks for initial value estimation in the identification of piezoelectric
  material parameters
article_type: original
author:
- 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: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
citation:
  ama: Koch K, Claes L, Jurgelucks B, Meihost L. Neuronale Netze zur Startwertschätzung
    bei der Identifikation piezoelektrischer Materialparameter. <i>tm - Technisches
    Messen</i>. Published online 2024. doi:<a href="https://doi.org/10.1515/teme-2024-0099">10.1515/teme-2024-0099</a>
  apa: Koch, K., Claes, L., Jurgelucks, B., &#38; Meihost, L. (2024). Neuronale Netze
    zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter.
    <i>Tm - Technisches Messen</i>. <a href="https://doi.org/10.1515/teme-2024-0099">https://doi.org/10.1515/teme-2024-0099</a>
  bibtex: '@article{Koch_Claes_Jurgelucks_Meihost_2024, title={Neuronale Netze zur
    Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter},
    DOI={<a href="https://doi.org/10.1515/teme-2024-0099">10.1515/teme-2024-0099</a>},
    journal={tm - Technisches Messen}, publisher={Walter de Gruyter GmbH}, author={Koch,
    Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars}, year={2024}
    }'
  chicago: Koch, Kevin, Leander Claes, Benjamin Jurgelucks, and Lars Meihost. “Neuronale
    Netze Zur Startwertschätzung Bei Der Identifikation Piezoelektrischer Materialparameter.”
    <i>Tm - Technisches Messen</i>, 2024. <a href="https://doi.org/10.1515/teme-2024-0099">https://doi.org/10.1515/teme-2024-0099</a>.
  ieee: 'K. Koch, L. Claes, B. Jurgelucks, and L. Meihost, “Neuronale Netze zur Startwertschätzung
    bei der Identifikation piezoelektrischer Materialparameter,” <i>tm - Technisches
    Messen</i>, 2024, doi: <a href="https://doi.org/10.1515/teme-2024-0099">10.1515/teme-2024-0099</a>.'
  mla: Koch, Kevin, et al. “Neuronale Netze Zur Startwertschätzung Bei Der Identifikation
    Piezoelektrischer Materialparameter.” <i>Tm - Technisches Messen</i>, Walter de
    Gruyter GmbH, 2024, doi:<a href="https://doi.org/10.1515/teme-2024-0099">10.1515/teme-2024-0099</a>.
  short: K. Koch, L. Claes, B. Jurgelucks, L. Meihost, Tm - Technisches Messen (2024).
date_created: 2024-05-17T08:26:55Z
date_updated: 2026-01-05T07:59:09Z
department:
- _id: '49'
doi: 10.1515/teme-2024-0099
language:
- iso: eng
main_file_link:
- url: https://www.degruyter.com/document/doi/10.1515/teme-2024-0099/html
project:
- _id: '90'
  name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _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)'
publication: tm - Technisches Messen
publisher: Walter de Gruyter GmbH
quality_controlled: '1'
status: public
title: Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer
  Materialparameter
type: journal_article
user_id: '11829'
year: '2024'
...
---
_id: '45445'
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Veronika
  full_name: Schulze, Veronika
  last_name: Schulze
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Henrik
  full_name: Kuhlmann, Henrik
  last_name: Kuhlmann
- first_name: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
- first_name: Andrea
  full_name: Walther, Andrea
  last_name: Walther
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Claes L, Feldmann N, Schulze V, et al. Inverse procedure for measuring piezoelectric
    material parameters using a single multi-electrode sample. <i>Journal of Sensors
    and Sensor Systems</i>. 2023;12(1):163–173. doi:<a href="https://doi.org/10.5194/jsss-12-163-2023">10.5194/jsss-12-163-2023</a>
  apa: Claes, L., Feldmann, N., Schulze, V., Meihost, L., Kuhlmann, H., Jurgelucks,
    B., Walther, A., &#38; Henning, B. (2023). Inverse procedure for measuring piezoelectric
    material parameters using a single multi-electrode sample. <i>Journal of Sensors
    and Sensor Systems</i>, <i>12</i>(1), 163–173. <a href="https://doi.org/10.5194/jsss-12-163-2023">https://doi.org/10.5194/jsss-12-163-2023</a>
  bibtex: '@article{Claes_Feldmann_Schulze_Meihost_Kuhlmann_Jurgelucks_Walther_Henning_2023,
    title={Inverse procedure for measuring piezoelectric material parameters using
    a single multi-electrode sample}, volume={12}, DOI={<a href="https://doi.org/10.5194/jsss-12-163-2023">10.5194/jsss-12-163-2023</a>},
    number={1}, journal={Journal of Sensors and Sensor Systems}, author={Claes, Leander
    and Feldmann, Nadine and Schulze, Veronika and Meihost, Lars and Kuhlmann, Henrik
    and Jurgelucks, Benjamin and Walther, Andrea and Henning, Bernd}, year={2023},
    pages={163–173} }'
  chicago: 'Claes, Leander, Nadine Feldmann, Veronika Schulze, Lars Meihost, Henrik
    Kuhlmann, Benjamin Jurgelucks, Andrea Walther, and Bernd Henning. “Inverse Procedure
    for Measuring Piezoelectric Material Parameters Using a Single Multi-Electrode
    Sample.” <i>Journal of Sensors and Sensor Systems</i> 12, no. 1 (2023): 163–173.
    <a href="https://doi.org/10.5194/jsss-12-163-2023">https://doi.org/10.5194/jsss-12-163-2023</a>.'
  ieee: 'L. Claes <i>et al.</i>, “Inverse procedure for measuring piezoelectric material
    parameters using a single multi-electrode sample,” <i>Journal of Sensors and Sensor
    Systems</i>, vol. 12, no. 1, pp. 163–173, 2023, doi: <a href="https://doi.org/10.5194/jsss-12-163-2023">10.5194/jsss-12-163-2023</a>.'
  mla: Claes, Leander, et al. “Inverse Procedure for Measuring Piezoelectric Material
    Parameters Using a Single Multi-Electrode Sample.” <i>Journal of Sensors and Sensor
    Systems</i>, vol. 12, no. 1, 2023, pp. 163–173, doi:<a href="https://doi.org/10.5194/jsss-12-163-2023">10.5194/jsss-12-163-2023</a>.
  short: L. Claes, N. Feldmann, V. Schulze, L. Meihost, H. Kuhlmann, B. Jurgelucks,
    A. Walther, B. Henning, Journal of Sensors and Sensor Systems 12 (2023) 163–173.
date_created: 2023-06-01T12:55:43Z
date_updated: 2026-01-05T07:57:13Z
department:
- _id: '49'
doi: 10.5194/jsss-12-163-2023
intvolume: '        12'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://jsss.copernicus.org/articles/12/163/2023/jsss-12-163-2023.pdf
oa: '1'
page: 163–173
project:
- _id: '90'
  name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
publication: Journal of Sensors and Sensor Systems
publication_status: published
status: public
title: Inverse procedure for measuring piezoelectric material parameters using a single
  multi-electrode sample
type: journal_article
user_id: '11829'
volume: 12
year: '2023'
...
---
_id: '45455'
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
citation:
  ama: Claes L, Meihost L, Jurgelucks B. <i>Inverse Procedure for the Identification
    of Piezoelectric Material Parameters Supported by Dense Neural Networks</i>.;
    2023.
  apa: Claes, L., Meihost, L., &#38; Jurgelucks, B. (2023). <i>Inverse procedure for
    the identification of piezoelectric material parameters supported by dense neural
    networks</i>.
  bibtex: '@book{Claes_Meihost_Jurgelucks_2023, place={GAMM Annual Meeting, Dresden},
    title={Inverse procedure for the identification of piezoelectric material parameters
    supported by dense neural networks}, author={Claes, Leander and Meihost, Lars
    and Jurgelucks, Benjamin}, year={2023} }'
  chicago: Claes, Leander, Lars Meihost, and Benjamin Jurgelucks. <i>Inverse Procedure
    for the Identification of Piezoelectric Material Parameters Supported by Dense
    Neural Networks</i>. GAMM Annual Meeting, Dresden, 2023.
  ieee: L. Claes, L. Meihost, and B. Jurgelucks, <i>Inverse procedure for the identification
    of piezoelectric material parameters supported by dense neural networks</i>. GAMM
    Annual Meeting, Dresden, 2023.
  mla: Claes, Leander, et al. <i>Inverse Procedure for the Identification of Piezoelectric
    Material Parameters Supported by Dense Neural Networks</i>. 2023.
  short: L. Claes, L. Meihost, B. Jurgelucks, Inverse Procedure for the Identification
    of Piezoelectric Material Parameters Supported by Dense Neural Networks, GAMM
    Annual Meeting, Dresden, 2023.
date_created: 2023-06-05T07:24:38Z
date_updated: 2026-01-05T07:58:01Z
department:
- _id: '49'
language:
- iso: eng
place: GAMM Annual Meeting, Dresden
project:
- _id: '90'
  name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _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: Inverse procedure for the identification of piezoelectric material parameters
  supported by dense neural networks
type: misc
user_id: '11829'
year: '2023'
...
---
_id: '21341'
abstract:
- lang: eng
  text: The progress in numerical methods and simulation tools promotes the use of
    inverse problems in material characterisation problems. A newly developed procedure
    can be used to identify the behaviour of piezoceramic discs over a wide frequency
    range using a single specimen via fitting simulated and measured impedances by
    optimising the underlying material parameters. Since there is no generally accepted
    damping model for piezoelectric ceramics, several mechanical damping models are
    examined for the material identification. Three models have been chosen and their
    ability to replicate the measured impedances is evaluated. On the one hand, the
    common Rayleigh model is considered as a reference. On the other hand, a Zener
    model and a model using complex constants are extended to model the transversely
    isotropic material. As the Rayleigh model is only valid for a limited frequency
    range, it fails to model the broadband behaviour of the material. The model using
    complex constants leads to the best fit over a wide frequency range while at the
    same time only adding three additional parameters for modelling damping. Thus,
    damping can be assumed approximately frequency-independent in piezoceramics.
author:
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Veronika
  full_name: Schulze, Veronika
  last_name: Schulze
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
- first_name: Lars
  full_name: Meihost, Lars
  id: '24769'
  last_name: Meihost
- first_name: Andrea
  full_name: Walther, Andrea
  last_name: Walther
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Feldmann N, Schulze V, Claes L, et al. Modelling damping in piezoceramics:
    A comparative study. <i>tm - Technisches Messen</i>. 2021;88(5):294-302. doi:<a
    href="https://doi.org/10.1515/teme-2020-0096">10.1515/teme-2020-0096</a>'
  apa: 'Feldmann, N., Schulze, V., Claes, L., Jurgelucks, B., Meihost, L., Walther,
    A., &#38; Henning, B. (2021). Modelling damping in piezoceramics: A comparative
    study. <i>Tm - Technisches Messen</i>, <i>88</i>(5), 294–302. <a href="https://doi.org/10.1515/teme-2020-0096">https://doi.org/10.1515/teme-2020-0096</a>'
  bibtex: '@article{Feldmann_Schulze_Claes_Jurgelucks_Meihost_Walther_Henning_2021,
    title={Modelling damping in piezoceramics: A comparative study}, volume={88},
    DOI={<a href="https://doi.org/10.1515/teme-2020-0096">10.1515/teme-2020-0096</a>},
    number={5}, journal={tm - Technisches Messen}, author={Feldmann, Nadine and Schulze,
    Veronika and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars and Walther,
    Andrea and Henning, Bernd}, year={2021}, pages={294–302} }'
  chicago: 'Feldmann, Nadine, Veronika Schulze, Leander Claes, Benjamin Jurgelucks,
    Lars Meihost, Andrea Walther, and Bernd Henning. “Modelling Damping in Piezoceramics:
    A Comparative Study.” <i>Tm - Technisches Messen</i> 88, no. 5 (2021): 294–302.
    <a href="https://doi.org/10.1515/teme-2020-0096">https://doi.org/10.1515/teme-2020-0096</a>.'
  ieee: 'N. Feldmann <i>et al.</i>, “Modelling damping in piezoceramics: A comparative
    study,” <i>tm - Technisches Messen</i>, vol. 88, no. 5, pp. 294–302, 2021, doi:
    <a href="https://doi.org/10.1515/teme-2020-0096">10.1515/teme-2020-0096</a>.'
  mla: 'Feldmann, Nadine, et al. “Modelling Damping in Piezoceramics: A Comparative
    Study.” <i>Tm - Technisches Messen</i>, vol. 88, no. 5, 2021, pp. 294–302, doi:<a
    href="https://doi.org/10.1515/teme-2020-0096">10.1515/teme-2020-0096</a>.'
  short: N. Feldmann, V. Schulze, L. Claes, B. Jurgelucks, L. Meihost, A. Walther,
    B. Henning, Tm - Technisches Messen 88 (2021) 294–302.
date_created: 2021-03-01T14:49:51Z
date_updated: 2026-01-05T07:54:13Z
department:
- _id: '49'
doi: 10.1515/teme-2020-0096
intvolume: '        88'
issue: '5'
language:
- iso: eng
page: 294 - 302
project:
- _id: '90'
  name: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
publication: tm - Technisches Messen
publication_identifier:
  issn:
  - 2196-7113
  - 0171-8096
publication_status: published
quality_controlled: '1'
status: public
title: 'Modelling damping in piezoceramics: A comparative study'
type: journal_article
user_id: '11829'
volume: 88
year: '2021'
...