---
_id: '6071'
author:
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ricarda-Samantha
  full_name: Götte, Ricarda-Samantha
  last_name: Götte
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/187946423
- first_name: Michael
  full_name: Hesse, Michael
  last_name: Hesse
- first_name: Luis
  full_name: Schwarzer, Luis
  last_name: Schwarzer
citation:
  alphadin: '<span style="font-variant:small-caps;">Timmermann, Julia</span> ; <span
    style="font-variant:small-caps;">Götte, Ricarda-Samantha</span> ; <span style="font-variant:small-caps;">Junker,
    Annika</span> ; <span style="font-variant:small-caps;">Hesse, Michael</span> ;
    <span style="font-variant:small-caps;">Schwarzer, Luis</span>: <i>DART - Datengetriebene
    Methoden in der Regelungstechnik</i>, <i>Verlagsschriftenreihe des Heinz Nixdorf
    Instituts</i>. Bd. 430. Paderborn : Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    2025'
  ama: 'Timmermann J, Götte R-S, Junker A, Hesse M, Schwarzer L. <i>DART - Datengetriebene
    Methoden in der Regelungstechnik</i>. Vol 430. Paderborn: Verlagsschriftenreihe
    des Heinz Nixdorf Instituts; 2025. doi:<a href="https://doi.org/10.17619/UNIPB/1-2305">10.17619/UNIPB/1-2305</a>'
  apa: 'Timmermann, J., Götte, R.-S., Junker, A., Hesse, M., &#38; Schwarzer, L. (2025).
    <i>DART - Datengetriebene Methoden in der Regelungstechnik</i> (Vol. 430). Paderborn:
    Verlagsschriftenreihe des Heinz Nixdorf Instituts. <a href="https://doi.org/10.17619/UNIPB/1-2305">https://doi.org/10.17619/UNIPB/1-2305</a>'
  bibtex: '@book{Timmermann_Götte_Junker_Hesse_Schwarzer_2025, place={Paderborn},
    series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={DART - Datengetriebene
    Methoden in der Regelungstechnik}, volume={430}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-2305">10.17619/UNIPB/1-2305</a>},
    publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, author={Timmermann,
    Julia and Götte, Ricarda-Samantha and Junker, Annika and Hesse, Michael and Schwarzer,
    Luis}, year={2025}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
    }'
  chicago: 'Timmermann, Julia, Ricarda-Samantha Götte, Annika Junker, Michael Hesse,
    and Luis Schwarzer. <i>DART - Datengetriebene Methoden in der Regelungstechnik</i>.
    Vol. 430. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, 2025. <a href="https://doi.org/10.17619/UNIPB/1-2305">https://doi.org/10.17619/UNIPB/1-2305</a>.'
  ieee: 'J. Timmermann, R.-S. Götte, A. Junker, M. Hesse, and L. Schwarzer, <i>DART
    - Datengetriebene Methoden in der Regelungstechnik</i>, vol. 430. Paderborn: Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, 2025.'
  mla: Timmermann, Julia, et al. <i>DART - Datengetriebene Methoden in der Regelungstechnik</i>.
    Vol. 430, Verlagsschriftenreihe des Heinz Nixdorf Instituts, 2025, doi:<a href="https://doi.org/10.17619/UNIPB/1-2305">10.17619/UNIPB/1-2305</a>.
  short: J. Timmermann, R.-S. Götte, A. Junker, M. Hesse, L. Schwarzer, DART - Datengetriebene
    Methoden in der Regelungstechnik, Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2025.
date_created: 2025-07-15T12:31:46Z
date_updated: 2026-03-17T15:29:26Z
doi: 10.17619/UNIPB/1-2305
intvolume: '       430'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://digital.ub.uni-paderborn.de/hs/content/titleinfo/7960941?query=Methode
oa: '1'
place: Paderborn
publication_identifier:
  isbn:
  - 978-3-947647-49-1
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: DART - Datengetriebene Methoden in der Regelungstechnik
type: book
user_id: '220548'
volume: 430
year: '2025'
...
---
_id: '5913'
article_number: e202400154
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/184020727
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  last_name: Trächtler
citation:
  alphadin: '<span style="font-variant:small-caps;">Junker, Annika</span> ; <span
    style="font-variant:small-caps;">Timmermann, Julia</span> ; <span style="font-variant:small-caps;">Trächtler,
    Ansgar</span>: Adaptive Data‐Driven Models in Port‐Hamiltonian Form for Control
    Design. In: <i>Proceedings in Applied Mathematics and Mechanics (PAMM)</i> Bd.
    25, Wiley (2025), Nr. 1'
  ama: Junker A, Timmermann J, Trächtler A. Adaptive Data‐Driven Models in Port‐Hamiltonian
    Form for Control Design. <i>Proceedings in Applied Mathematics and Mechanics (PAMM)</i>.
    2025;25(1). doi:<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>
  apa: Junker, A., Timmermann, J., &#38; Trächtler, A. (2025). Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design. <i>Proceedings in Applied
    Mathematics and Mechanics (PAMM)</i>, <i>25</i>(1). <a href="https://doi.org/10.1002/pamm.202400154">https://doi.org/10.1002/pamm.202400154</a>
  bibtex: '@article{Junker_Timmermann_Trächtler_2025, title={Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design}, volume={25}, DOI={<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>},
    number={1e202400154}, journal={Proceedings in Applied Mathematics and Mechanics
    (PAMM)}, publisher={Wiley}, author={Junker, Annika and Timmermann, Julia and Trächtler,
    Ansgar}, year={2025} }'
  chicago: Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design.” <i>Proceedings in Applied
    Mathematics and Mechanics (PAMM)</i> 25, no. 1 (2025). <a href="https://doi.org/10.1002/pamm.202400154">https://doi.org/10.1002/pamm.202400154</a>.
  ieee: A. Junker, J. Timmermann, and A. Trächtler, “Adaptive Data‐Driven Models in
    Port‐Hamiltonian Form for Control Design,” <i>Proceedings in Applied Mathematics
    and Mechanics (PAMM)</i>, vol. 25, no. 1, 2025.
  mla: Junker, Annika, et al. “Adaptive Data‐Driven Models in Port‐Hamiltonian Form
    for Control Design.” <i>Proceedings in Applied Mathematics and Mechanics (PAMM)</i>,
    vol. 25, no. 1, e202400154, Wiley, 2025, doi:<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>.
  short: A. Junker, J. Timmermann, A. Trächtler, Proceedings in Applied Mathematics
    and Mechanics (PAMM) 25 (2025).
date_created: 2025-05-13T13:32:39Z
date_updated: 2026-03-17T15:29:24Z
doi: 10.1002/pamm.202400154
intvolume: '        25'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Proceedings in Applied Mathematics and Mechanics (PAMM)
publication_identifier:
  eissn:
  - 1617-7061
  issn:
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Adaptive Data‐Driven Models in Port‐Hamiltonian Form for Control Design
type: journal_article
user_id: '220548'
volume: 25
year: '2025'
...
---
_id: '5918'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/184042060
- first_name: Keno
  full_name: Pape, Keno
  last_name: Pape
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  last_name: Trächtler
citation:
  alphadin: '<span style="font-variant:small-caps;">Junker, Annika</span> ; <span
    style="font-variant:small-caps;">Pape, Keno</span> ; <span style="font-variant:small-caps;">Timmermann,
    Julia</span> ; <span style="font-variant:small-caps;">Trächtler, Ansgar</span>:
    Adaptive Koopman-Based Models for Holistic Controller and Observer Design. In:
    <span style="font-variant:small-caps;">Canova, M.</span> (Hrsg.): <i>IFAC-PapersOnLine</i>.
    Bd. 56 : Elsevier BV, 2023, S. 625–630'
  ama: 'Junker A, Pape K, Timmermann J, Trächtler A. Adaptive Koopman-Based Models
    for Holistic Controller and Observer Design. In: Canova M, ed. <i>IFAC-PapersOnLine</i>.
    Vol 56. Elsevier BV; 2023:625-630. doi:<a href="https://doi.org/10.1016/j.ifacol.2023.12.094">10.1016/j.ifacol.2023.12.094</a>'
  apa: 'Junker, A., Pape, K., Timmermann, J., &#38; Trächtler, A. (2023). Adaptive
    Koopman-Based Models for Holistic Controller and Observer Design. In M. Canova
    (Ed.), <i>IFAC-PapersOnLine</i> (Vol. 56, pp. 625–630). Lake Tahoe, USA: Elsevier
    BV. <a href="https://doi.org/10.1016/j.ifacol.2023.12.094">https://doi.org/10.1016/j.ifacol.2023.12.094</a>'
  bibtex: '@inproceedings{Junker_Pape_Timmermann_Trächtler_2023, title={Adaptive Koopman-Based
    Models for Holistic Controller and Observer Design}, volume={56}, DOI={<a href="https://doi.org/10.1016/j.ifacol.2023.12.094">10.1016/j.ifacol.2023.12.094</a>},
    number={3}, booktitle={IFAC-PapersOnLine}, publisher={Elsevier BV}, author={Junker,
    Annika and Pape, Keno and Timmermann, Julia and Trächtler, Ansgar}, editor={Canova,
    Marcello Editor}, year={2023}, pages={625–630} }'
  chicago: Junker, Annika, Keno Pape, Julia Timmermann, and Ansgar Trächtler. “Adaptive
    Koopman-Based Models for Holistic Controller and Observer Design.” In <i>IFAC-PapersOnLine</i>,
    edited by Marcello  Canova, 56:625–30. Elsevier BV, 2023. <a href="https://doi.org/10.1016/j.ifacol.2023.12.094">https://doi.org/10.1016/j.ifacol.2023.12.094</a>.
  ieee: A. Junker, K. Pape, J. Timmermann, and A. Trächtler, “Adaptive Koopman-Based
    Models for Holistic Controller and Observer Design,” in <i>IFAC-PapersOnLine</i>,
    Lake Tahoe, USA, 2023, vol. 56, no. 3, pp. 625–630.
  mla: Junker, Annika, et al. “Adaptive Koopman-Based Models for Holistic Controller
    and Observer Design.” <i>IFAC-PapersOnLine</i>, edited by Marcello  Canova, vol.
    56, no. 3, Elsevier BV, 2023, pp. 625–30, doi:<a href="https://doi.org/10.1016/j.ifacol.2023.12.094">10.1016/j.ifacol.2023.12.094</a>.
  short: 'A. Junker, K. Pape, J. Timmermann, A. Trächtler, in: M. Canova (Ed.), IFAC-PapersOnLine,
    Elsevier BV, 2023, pp. 625–630.'
conference:
  end_date: 2023-10-05
  location: Lake Tahoe, USA
  name: '3rd Modeling, Estimation and Control Conference MECC 2023 '
  start_date: 2023-10-02
date_created: 2025-05-14T08:11:22Z
date_updated: 2026-03-17T15:29:24Z
doi: 10.1016/j.ifacol.2023.12.094
editor:
- first_name: 'Marcello '
  full_name: 'Canova, Marcello '
  last_name: Canova
intvolume: '        56'
issue: '3'
language:
- iso: eng
page: 625-630
publication: IFAC-PapersOnLine
publication_identifier:
  issn:
  - 2405-8963
publication_status: published
publisher: Elsevier BV
status: public
title: Adaptive Koopman-Based Models for Holistic Controller and Observer Design
type: conference
user_id: '220548'
volume: 56
year: '2023'
...
---
_id: '5914'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/184020482
- first_name: Niklas
  full_name: Fittkau, Niklas
  last_name: Fittkau
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  last_name: Trächtler
citation:
  alphadin: '<span style="font-variant:small-caps;">Junker, Annika</span> ; <span
    style="font-variant:small-caps;">Fittkau, Niklas</span> ; <span style="font-variant:small-caps;">Timmermann,
    Julia</span> ; <span style="font-variant:small-caps;">Trächtler, Ansgar</span>:
    Autonomous Golf Putting with Data-Driven and Physics-Based Methods. In: <span
    style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2022 Sixth IEEE International
    Conference on Robotic Computing (IRC)</i> : IEEE, 2022, S. 134–141'
  ama: 'Junker A, Fittkau N, Timmermann J, Trächtler A. Autonomous Golf Putting with
    Data-Driven and Physics-Based Methods. In: IEEE, ed. <i>2022 Sixth IEEE International
    Conference on Robotic Computing (IRC)</i>. IEEE; 2022:134-141. doi:<a href="https://doi.org/10.1109/IRC55401.2022.00031">10.1109/IRC55401.2022.00031</a>'
  apa: 'Junker, A., Fittkau, N., Timmermann, J., &#38; Trächtler, A. (2022). Autonomous
    Golf Putting with Data-Driven and Physics-Based Methods. In IEEE (Ed.), <i>2022
    Sixth IEEE International Conference on Robotic Computing (IRC)</i> (pp. 134–141).
    Italy: IEEE. <a href="https://doi.org/10.1109/IRC55401.2022.00031">https://doi.org/10.1109/IRC55401.2022.00031</a>'
  bibtex: '@inproceedings{Junker_Fittkau_Timmermann_Trächtler_2022, title={Autonomous
    Golf Putting with Data-Driven and Physics-Based Methods}, DOI={<a href="https://doi.org/10.1109/IRC55401.2022.00031">10.1109/IRC55401.2022.00031</a>},
    booktitle={2022 Sixth IEEE International Conference on Robotic Computing (IRC)},
    publisher={IEEE}, author={Junker, Annika and Fittkau, Niklas and Timmermann, Julia
    and Trächtler, Ansgar}, editor={IEEEEditor}, year={2022}, pages={134–141} }'
  chicago: Junker, Annika, Niklas Fittkau, Julia Timmermann, and Ansgar Trächtler.
    “Autonomous Golf Putting with Data-Driven and Physics-Based Methods.” In <i>2022
    Sixth IEEE International Conference on Robotic Computing (IRC)</i>, edited by
    IEEE, 134–41. IEEE, 2022. <a href="https://doi.org/10.1109/IRC55401.2022.00031">https://doi.org/10.1109/IRC55401.2022.00031</a>.
  ieee: A. Junker, N. Fittkau, J. Timmermann, and A. Trächtler, “Autonomous Golf Putting
    with Data-Driven and Physics-Based Methods,” in <i>2022 Sixth IEEE International
    Conference on Robotic Computing (IRC)</i>, Italy, 2022, pp. 134–141.
  mla: Junker, Annika, et al. “Autonomous Golf Putting with Data-Driven and Physics-Based
    Methods.” <i>2022 Sixth IEEE International Conference on Robotic Computing (IRC)</i>,
    edited by IEEE, IEEE, 2022, pp. 134–41, doi:<a href="https://doi.org/10.1109/IRC55401.2022.00031">10.1109/IRC55401.2022.00031</a>.
  short: 'A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: IEEE (Ed.), 2022
    Sixth IEEE International Conference on Robotic Computing (IRC), IEEE, 2022, pp.
    134–141.'
conference:
  end_date: 2022-12-07
  location: Italy
  name: 2022 Sixth IEEE International Conference on Robotic Computing (IRC)
  start_date: 2022-12-05
corporate_editor:
- IEEE
date_created: 2025-05-13T13:32:41Z
date_updated: 2026-03-17T15:29:24Z
doi: 10.1109/IRC55401.2022.00031
language:
- iso: eng
page: 134-141
publication: 2022 Sixth IEEE International Conference on Robotic Computing (IRC)
publication_identifier:
  eisbn:
  - 978-1-6654-7260-9
  isbn:
  - 978-1-6654-7261-6
publication_status: published
publisher: IEEE
status: public
title: Autonomous Golf Putting with Data-Driven and Physics-Based Methods
type: conference
user_id: '220548'
year: '2022'
...
---
_id: '5915'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/184015630
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  last_name: Trächtler
citation:
  alphadin: '<span style="font-variant:small-caps;">Junker, Annika</span> ; <span
    style="font-variant:small-caps;">Timmermann, Julia</span> ; <span style="font-variant:small-caps;">Trächtler,
    Ansgar</span>: Data-Driven Models for Control Engineering Applications Using the
    Koopman Operator. In: <span style="font-variant:small-caps;">IEEE</span> (Hrsg.):
    <i>2022 3rd International Conference on Artificial Intelligence, Robotics and
    Control (AIRC)</i> : IEEE, 2022, S. 1–9'
  ama: 'Junker A, Timmermann J, Trächtler A. Data-Driven Models for Control Engineering
    Applications Using the Koopman Operator. In: IEEE, ed. <i>2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>. IEEE;
    2022:1-9. doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>'
  apa: 'Junker, A., Timmermann, J., &#38; Trächtler, A. (2022). Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator. In IEEE (Ed.),
    <i>2022 3rd International Conference on Artificial Intelligence, Robotics and
    Control (AIRC)</i> (pp. 1–9). Cairo, Egypt : IEEE. <a href="https://doi.org/10.1109/AIRC56195.2022.9836980">https://doi.org/10.1109/AIRC56195.2022.9836980</a>'
  bibtex: '@inproceedings{Junker_Timmermann_Trächtler_2022, title={Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator}, DOI={<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>},
    booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics
    and Control (AIRC)}, publisher={IEEE}, author={Junker, Annika and Timmermann,
    Julia and Trächtler, Ansgar}, editor={IEEEEditor}, year={2022}, pages={1–9} }'
  chicago: Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator.” In <i>2022 3rd
    International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>,
    edited by IEEE, 1–9. IEEE, 2022. <a href="https://doi.org/10.1109/AIRC56195.2022.9836980">https://doi.org/10.1109/AIRC56195.2022.9836980</a>.
  ieee: A. Junker, J. Timmermann, and A. Trächtler, “Data-Driven Models for Control
    Engineering Applications Using the Koopman Operator,” in <i>2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, Cairo,
    Egypt , 2022, pp. 1–9.
  mla: Junker, Annika, et al. “Data-Driven Models for Control Engineering Applications
    Using the Koopman Operator.” <i>2022 3rd International Conference on Artificial
    Intelligence, Robotics and Control (AIRC)</i>, edited by IEEE, IEEE, 2022, pp.
    1–9, doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>.
  short: 'A. Junker, J. Timmermann, A. Trächtler, in: IEEE (Ed.), 2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC), IEEE, 2022,
    pp. 1–9.'
conference:
  end_date: 2022-05-12
  location: 'Cairo, Egypt '
  name: 2022 3rd International Conference on Artificial Intelligence, Robotics and
    Control (AIRC)
  start_date: 2022-05-10
corporate_editor:
- IEEE
date_created: 2025-05-13T13:32:43Z
date_updated: 2026-03-17T15:29:24Z
doi: 10.1109/AIRC56195.2022.9836980
language:
- iso: eng
page: 1-9
publication: 2022 3rd International Conference on Artificial Intelligence, Robotics
  and Control (AIRC)
publication_identifier:
  eisbn:
  - 978-1-6654-5947-1
publication_status: published
publisher: IEEE
status: public
title: Data-Driven Models for Control Engineering Applications Using the Koopman Operator
type: conference
user_id: '220548'
year: '2022'
...
---
_id: '5916'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '260115'
  last_name: Junker
  orcid: 0009-0002-6475-2503
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6475-2503/work/184015474
- first_name: Julia
  full_name: Timmermann, Julia
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  last_name: Trächtler
citation:
  alphadin: '<span style="font-variant:small-caps;">Junker, Annika</span> ; <span
    style="font-variant:small-caps;">Timmermann, Julia</span> ; <span style="font-variant:small-caps;">Trächtler,
    Ansgar</span>: Learning Data-Driven PCHD Models for Control Engineering Applications*.
    In: <span style="font-variant:small-caps;">Lajouad , R.</span> ; <span style="font-variant:small-caps;">Chaoui
    , F.-Z.</span> ; <span style="font-variant:small-caps;">Giri, F.</span> (Hrsg.):
    <i>IFAC-PapersOnLine</i>. Bd. 55 : Elsevier BV, 2022, S. 389–394'
  ama: 'Junker A, Timmermann J, Trächtler A. Learning Data-Driven PCHD Models for
    Control Engineering Applications*. In: Lajouad  R, Chaoui  F-Z, Giri F, eds. <i>IFAC-PapersOnLine</i>.
    Vol 55. Elsevier BV; 2022:389-394. doi:<a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>'
  apa: 'Junker, A., Timmermann, J., &#38; Trächtler, A. (2022). Learning Data-Driven
    PCHD Models for Control Engineering Applications*. In R. Lajouad , F.-Z. Chaoui
    , &#38; F. Giri (Eds.), <i>IFAC-PapersOnLine</i> (Vol. 55, pp. 389–394). Casablanca,
    Morocco: Elsevier BV. <a href="https://doi.org/10.1016/j.ifacol.2022.07.343">https://doi.org/10.1016/j.ifacol.2022.07.343</a>'
  bibtex: '@inproceedings{Junker_Timmermann_Trächtler_2022, title={Learning Data-Driven
    PCHD Models for Control Engineering Applications*}, volume={55}, DOI={<a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>},
    number={12}, booktitle={IFAC-PapersOnLine}, publisher={Elsevier BV}, author={Junker,
    Annika and Timmermann, Julia and Trächtler, Ansgar}, editor={Lajouad , Rachid  and
    Chaoui , Fatima-Zahra and Giri, Fouad Editors}, year={2022}, pages={389–394} }'
  chicago: Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Learning Data-Driven
    PCHD Models for Control Engineering Applications*.” In <i>IFAC-PapersOnLine</i>,
    edited by Rachid  Lajouad , Fatima-Zahra Chaoui , and Fouad  Giri, 55:389–94.
    Elsevier BV, 2022. <a href="https://doi.org/10.1016/j.ifacol.2022.07.343">https://doi.org/10.1016/j.ifacol.2022.07.343</a>.
  ieee: A. Junker, J. Timmermann, and A. Trächtler, “Learning Data-Driven PCHD Models
    for Control Engineering Applications*,” in <i>IFAC-PapersOnLine</i>, Casablanca,
    Morocco, 2022, vol. 55, no. 12, pp. 389–394.
  mla: Junker, Annika, et al. “Learning Data-Driven PCHD Models for Control Engineering
    Applications*.” <i>IFAC-PapersOnLine</i>, edited by Rachid  Lajouad  et al., vol.
    55, no. 12, Elsevier BV, 2022, pp. 389–94, doi:<a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>.
  short: 'A. Junker, J. Timmermann, A. Trächtler, in: R. Lajouad , F.-Z. Chaoui ,
    F. Giri (Eds.), IFAC-PapersOnLine, Elsevier BV, 2022, pp. 389–394.'
conference:
  end_date: 2022-07-01
  location: Casablanca, Morocco
  name: '14th IFAC Workshop on Adaptive and Learning Control Systems ALCOS 2022 '
  start_date: 2022-06-29
date_created: 2025-05-13T13:32:44Z
date_updated: 2026-03-17T15:29:24Z
doi: 10.1016/j.ifacol.2022.07.343
editor:
- first_name: 'Rachid '
  full_name: 'Lajouad , Rachid '
  last_name: 'Lajouad '
- first_name: Fatima-Zahra
  full_name: Chaoui , Fatima-Zahra
  last_name: 'Chaoui '
- first_name: 'Fouad '
  full_name: 'Giri, Fouad '
  last_name: Giri
intvolume: '        55'
issue: '12'
language:
- iso: eng
page: 389-394
publication: IFAC-PapersOnLine
publication_identifier:
  issn:
  - 2405-8963
publication_status: published
publisher: Elsevier BV
status: public
title: Learning Data-Driven PCHD Models for Control Engineering Applications*
type: conference
user_id: '220548'
volume: 55
year: '2022'
...