---
_id: '6445'
article_number: '30'
article_type: original
author:
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/202504183
- first_name: Luca
  full_name: Bonaventura, Luca
  last_name: Bonaventura
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Soledad
  full_name: Fernández-García, Soledad
  last_name: Fernández-García
- first_name: Macarena
  full_name: Gómez-Mármol, Macarena
  last_name: Gómez-Mármol
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/202504184
citation:
  alphadin: '<span style="font-variant:small-caps;">Bachmann, Bernhard</span> ; <span
    style="font-variant:small-caps;">Bonaventura, Luca</span> ; <span style="font-variant:small-caps;">Casella,
    Francesco</span> ; <span style="font-variant:small-caps;">Fernández-García, Soledad</span>
    ; <span style="font-variant:small-caps;">Gómez-Mármol, Macarena</span> ; <span
    style="font-variant:small-caps;">Hannebohm, Philip</span>: Self-Adjusting Multi-Rate
    Runge-Kutta Methods: Analysis and Efficient Implementation in An Open Source Framework.
    In: <i>Journal of Scientific Computing</i> Bd. 105, Springer Science and Business
    Media LLC (2025), Nr. 1'
  ama: 'Bachmann B, Bonaventura L, Casella F, Fernández-García S, Gómez-Mármol M,
    Hannebohm P. Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and Efficient
    Implementation in An Open Source Framework. <i>Journal of Scientific Computing</i>.
    2025;105(1). doi:<a href="https://doi.org/10.1007/s10915-025-03049-y">10.1007/s10915-025-03049-y</a>'
  apa: 'Bachmann, B., Bonaventura, L., Casella, F., Fernández-García, S., Gómez-Mármol,
    M., &#38; Hannebohm, P. (2025). Self-Adjusting Multi-Rate Runge-Kutta Methods:
    Analysis and Efficient Implementation in An Open Source Framework. <i>Journal
    of Scientific Computing</i>, <i>105</i>(1). <a href="https://doi.org/10.1007/s10915-025-03049-y">https://doi.org/10.1007/s10915-025-03049-y</a>'
  bibtex: '@article{Bachmann_Bonaventura_Casella_Fernández-García_Gómez-Mármol_Hannebohm_2025,
    title={Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and Efficient Implementation
    in An Open Source Framework}, volume={105}, DOI={<a href="https://doi.org/10.1007/s10915-025-03049-y">10.1007/s10915-025-03049-y</a>},
    number={130}, journal={Journal of Scientific Computing}, publisher={Springer Science
    and Business Media LLC}, author={Bachmann, Bernhard and Bonaventura, Luca and
    Casella, Francesco and Fernández-García, Soledad and Gómez-Mármol, Macarena and
    Hannebohm, Philip}, year={2025} }'
  chicago: 'Bachmann, Bernhard, Luca Bonaventura, Francesco Casella, Soledad Fernández-García,
    Macarena Gómez-Mármol, and Philip Hannebohm. “Self-Adjusting Multi-Rate Runge-Kutta
    Methods: Analysis and Efficient Implementation in An Open Source Framework.” <i>Journal
    of Scientific Computing</i> 105, no. 1 (2025). <a href="https://doi.org/10.1007/s10915-025-03049-y">https://doi.org/10.1007/s10915-025-03049-y</a>.'
  ieee: 'B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, M. Gómez-Mármol,
    and P. Hannebohm, “Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and
    Efficient Implementation in An Open Source Framework,” <i>Journal of Scientific
    Computing</i>, vol. 105, no. 1, 2025.'
  mla: 'Bachmann, Bernhard, et al. “Self-Adjusting Multi-Rate Runge-Kutta Methods:
    Analysis and Efficient Implementation in An Open Source Framework.” <i>Journal
    of Scientific Computing</i>, vol. 105, no. 1, 30, Springer Science and Business
    Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s10915-025-03049-y">10.1007/s10915-025-03049-y</a>.'
  short: B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, M. Gómez-Mármol,
    P. Hannebohm, Journal of Scientific Computing 105 (2025).
date_created: 2026-01-14T16:03:23Z
date_updated: 2026-03-17T15:29:30Z
doi: 10.1007/s10915-025-03049-y
intvolume: '       105'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Journal of Scientific Computing
publication_identifier:
  eissn:
  - 1573-7691
  issn:
  - 0885-7474
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and Efficient Implementation
  in An Open Source Framework'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '263827'
volume: 105
year: '2025'
...
---
_id: '6446'
author:
- first_name: Karim
  full_name: Abdelhak, Karim
  last_name: Abdelhak
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/202504543
citation:
  alphadin: '<span style="font-variant:small-caps;">Abdelhak, Karim</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span>: Constant Time Causalization
    using Resizable Arrays. In: <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and
    Arts (HSLU)</i>, <i>Linköping Electronic Conference Proceedings</i>. Bd. 218 :
    Linköping University Electronic Press, 2025'
  ama: 'Abdelhak K, Bachmann B. Constant Time Causalization using Resizable Arrays.
    In: <i>Proceedings of the 16th International Modelica&#38;FMI Conference, September
    8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>. Vol
    218. Linköping Electronic Conference Proceedings. Linköping University Electronic
    Press; 2025. doi:<a href="https://doi.org/10.3384/ecp218203">10.3384/ecp218203</a>'
  apa: Abdelhak, K., &#38; Bachmann, B. (2025). Constant Time Causalization using
    Resizable Arrays. In <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and
    Arts (HSLU)</i> (Vol. 218). Linköping University Electronic Press. <a href="https://doi.org/10.3384/ecp218203">https://doi.org/10.3384/ecp218203</a>
  bibtex: '@inproceedings{Abdelhak_Bachmann_2025, series={Linköping Electronic Conference
    Proceedings}, title={Constant Time Causalization using Resizable Arrays}, volume={218},
    DOI={<a href="https://doi.org/10.3384/ecp218203">10.3384/ecp218203</a>}, booktitle={Proceedings
    of the 16th International Modelica&#38;FMI Conference, September 8 – 10, 2025,
    Lucerne University of Applied Sciences and Arts (HSLU)}, publisher={Linköping
    University Electronic Press}, author={Abdelhak, Karim and Bachmann, Bernhard},
    year={2025}, collection={Linköping Electronic Conference Proceedings} }'
  chicago: Abdelhak, Karim, and Bernhard Bachmann. “Constant Time Causalization Using
    Resizable Arrays.” In <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and
    Arts (HSLU)</i>, Vol. 218. Linköping Electronic Conference Proceedings. Linköping
    University Electronic Press, 2025. <a href="https://doi.org/10.3384/ecp218203">https://doi.org/10.3384/ecp218203</a>.
  ieee: K. Abdelhak and B. Bachmann, “Constant Time Causalization using Resizable
    Arrays,” in <i>Proceedings of the 16th International Modelica&#38;FMI Conference,
    September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>,
    2025, vol. 218.
  mla: Abdelhak, Karim, and Bernhard Bachmann. “Constant Time Causalization Using
    Resizable Arrays.” <i>Proceedings of the 16th International Modelica&#38;FMI Conference,
    September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>,
    vol. 218, Linköping University Electronic Press, 2025, doi:<a href="https://doi.org/10.3384/ecp218203">10.3384/ecp218203</a>.
  short: 'K. Abdelhak, B. Bachmann, in: Proceedings of the 16th International Modelica&#38;FMI
    Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and
    Arts (HSLU), Linköping University Electronic Press, 2025.'
conference:
  name: The 16th International Modelica & FMI Conference, September 8 – 10, 2025,
    Lucerne University of Applied Sciences and Arts (HSLU)
date_created: 2026-01-14T16:04:54Z
date_updated: 2026-03-17T15:29:30Z
doi: 10.3384/ecp218203
intvolume: '       218'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Proceedings of the 16th International Modelica&FMI Conference, September
  8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)
publication_identifier:
  eisbn:
  - 978-91-8118-266-8
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Constant Time Causalization using Resizable Arrays
type: conference
user_id: '263827'
volume: 218
year: '2025'
...
---
_id: '6448'
author:
- first_name: Felix
  full_name: Brandt, Felix
  last_name: Brandt
- first_name: Andreas
  full_name: Heuermann, Andreas
  last_name: Heuermann
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/202504693
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/202504694
citation:
  alphadin: '<span style="font-variant:small-caps;">Brandt, Felix</span> ; <span style="font-variant:small-caps;">Heuermann,
    Andreas</span> ; <span style="font-variant:small-caps;">Hannebohm, Philip</span>
    ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>: Residual-Informed
    Learning of Solutions to Algebraic Loops. In: <i>arXiv:2510.09317</i> (2025)'
  ama: Brandt F, Heuermann A, Hannebohm P, Bachmann B. Residual-Informed Learning
    of Solutions to Algebraic Loops. <i>arXiv:251009317</i>. 2025.
  apa: Brandt, F., Heuermann, A., Hannebohm, P., &#38; Bachmann, B. (2025). Residual-Informed
    Learning of Solutions to Algebraic Loops. <i>ArXiv:2510.09317</i>.
  bibtex: '@article{Brandt_Heuermann_Hannebohm_Bachmann_2025, title={Residual-Informed
    Learning of Solutions to Algebraic Loops}, journal={arXiv:2510.09317}, author={Brandt,
    Felix and Heuermann, Andreas and Hannebohm, Philip and Bachmann, Bernhard}, year={2025}
    }'
  chicago: Brandt, Felix, Andreas Heuermann, Philip Hannebohm, and Bernhard Bachmann.
    “Residual-Informed Learning of Solutions to Algebraic Loops.” <i>ArXiv:2510.09317</i>,
    2025.
  ieee: F. Brandt, A. Heuermann, P. Hannebohm, and B. Bachmann, “Residual-Informed
    Learning of Solutions to Algebraic Loops,” <i>arXiv:2510.09317</i>. 2025.
  mla: Brandt, Felix, et al. “Residual-Informed Learning of Solutions to Algebraic
    Loops.” <i>ArXiv:2510.09317</i>, 2025.
  short: F. Brandt, A. Heuermann, P. Hannebohm, B. Bachmann, ArXiv:2510.09317 (2025).
date_created: 2026-01-14T16:09:00Z
date_updated: 2026-03-17T15:29:30Z
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: arXiv:2510.09317
status: public
title: Residual-Informed Learning of Solutions to Algebraic Loops
type: preprint
user_id: '263827'
year: '2025'
...
---
_id: '6449'
author:
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/202504612
- first_name: Karim
  full_name: Abdelhak, Karim
  last_name: Abdelhak
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/202504613
- first_name: Teus
  full_name: Van der Stelt, Teus
  last_name: Van der Stelt
citation:
  alphadin: '<span style="font-variant:small-caps;">Casella, Francesco</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span> ; <span style="font-variant:small-caps;">Abdelhak,
    Karim</span> ; <span style="font-variant:small-caps;">Hannebohm, Philip</span>
    ; <span style="font-variant:small-caps;">Van der Stelt, Teus</span>: Diagnosing
    Newton’s Solver Convergence Failures in the Initialization of Modelica Models.
    In: <i>Proceedings of the 16th International Modelica&#38;FMI Conference, September
    8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>, <i>Linköping
    Electronic Conference Proceedings</i>. Bd. 218 : Linköping University Electronic
    Press, 2025'
  ama: 'Casella F, Bachmann B, Abdelhak K, Hannebohm P, Van der Stelt T. Diagnosing
    Newton’s Solver Convergence Failures in the Initialization of Modelica Models.
    In: <i>Proceedings of the 16th International Modelica&#38;FMI Conference, September
    8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>. Vol
    218. Linköping Electronic Conference Proceedings. Linköping University Electronic
    Press; 2025. doi:<a href="https://doi.org/10.3384/ecp218109">10.3384/ecp218109</a>'
  apa: Casella, F., Bachmann, B., Abdelhak, K., Hannebohm, P., &#38; Van der Stelt,
    T. (2025). Diagnosing Newton’s Solver Convergence Failures in the Initialization
    of Modelica Models. In <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and
    Arts (HSLU)</i> (Vol. 218). Linköping University Electronic Press. <a href="https://doi.org/10.3384/ecp218109">https://doi.org/10.3384/ecp218109</a>
  bibtex: '@inproceedings{Casella_Bachmann_Abdelhak_Hannebohm_Van der Stelt_2025,
    series={Linköping Electronic Conference Proceedings}, title={Diagnosing Newton’s
    Solver Convergence Failures in the Initialization of Modelica Models}, volume={218},
    DOI={<a href="https://doi.org/10.3384/ecp218109">10.3384/ecp218109</a>}, booktitle={Proceedings
    of the 16th International Modelica&#38;FMI Conference, September 8 – 10, 2025,
    Lucerne University of Applied Sciences and Arts (HSLU)}, publisher={Linköping
    University Electronic Press}, author={Casella, Francesco and Bachmann, Bernhard
    and Abdelhak, Karim and Hannebohm, Philip and Van der Stelt, Teus}, year={2025},
    collection={Linköping Electronic Conference Proceedings} }'
  chicago: Casella, Francesco, Bernhard Bachmann, Karim Abdelhak, Philip Hannebohm,
    and Teus Van der Stelt. “Diagnosing Newton’s Solver Convergence Failures in the
    Initialization of Modelica Models.” In <i>Proceedings of the 16th International
    Modelica&#38;FMI Conference, September 8 – 10, 2025, Lucerne University of Applied
    Sciences and Arts (HSLU)</i>, Vol. 218. Linköping Electronic Conference Proceedings.
    Linköping University Electronic Press, 2025. <a href="https://doi.org/10.3384/ecp218109">https://doi.org/10.3384/ecp218109</a>.
  ieee: F. Casella, B. Bachmann, K. Abdelhak, P. Hannebohm, and T. Van der Stelt,
    “Diagnosing Newton’s Solver Convergence Failures in the Initialization of Modelica
    Models,” in <i>Proceedings of the 16th International Modelica&#38;FMI Conference,
    September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)</i>,
    2025, vol. 218.
  mla: Casella, Francesco, et al. “Diagnosing Newton’s Solver Convergence Failures
    in the Initialization of Modelica Models.” <i>Proceedings of the 16th International
    Modelica&#38;FMI Conference, September 8 – 10, 2025, Lucerne University of Applied
    Sciences and Arts (HSLU)</i>, vol. 218, Linköping University Electronic Press,
    2025, doi:<a href="https://doi.org/10.3384/ecp218109">10.3384/ecp218109</a>.
  short: 'F. Casella, B. Bachmann, K. Abdelhak, P. Hannebohm, T. Van der Stelt, in:
    Proceedings of the 16th International Modelica&#38;FMI Conference, September 8
    – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU), Linköping
    University Electronic Press, 2025.'
conference:
  name: The 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne
    University of Applied Sciences and Arts (HSLU)
date_created: 2026-01-14T16:10:30Z
date_updated: 2026-03-17T15:29:30Z
doi: 10.3384/ecp218109
intvolume: '       218'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Proceedings of the 16th International Modelica&FMI Conference, September
  8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)
publication_identifier:
  eisbn:
  - 978-91-8118-266-8
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Diagnosing Newton’s Solver Convergence Failures in the Initialization of Modelica
  Models
type: conference
user_id: '263827'
volume: 218
year: '2025'
...
---
_id: '6357'
author:
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/198431201
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/198431202
citation:
  alphadin: '<span style="font-variant:small-caps;">Hannebohm, Philip</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span>: Selective Evaluation
    of RHS during Multi-Rate Simulation. In: <span style="font-variant:small-caps;">Zimmer,
    D.</span> ; <span style="font-variant:small-caps;">Müller, U. C.</span> (Hrsg.):
    <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>, <i>Linköping
    Electronic Conference Proceedings</i>. Bd. 218 : Linköping University Electronic
    Press, 2025, S. 943–947'
  ama: 'Hannebohm P, Bachmann B. Selective Evaluation of RHS during Multi-Rate Simulation.
    In: Zimmer D, Müller UC, eds. <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference</i>. Vol 218. Linköping Electronic Conference Proceedings. Linköping
    University Electronic Press; 2025:943–947. doi:<a href="https://doi.org/10.3384/ecp218943">10.3384/ecp218943</a>'
  apa: 'Hannebohm, P., &#38; Bachmann, B. (2025). Selective Evaluation of RHS during
    Multi-Rate Simulation. In D. Zimmer &#38; U. C. Müller (Eds.), <i>Proceedings
    of the 16th International Modelica&#38;FMI Conference</i> (Vol. 218, pp. 943–947).
    Lucerne: Linköping University Electronic Press. <a href="https://doi.org/10.3384/ecp218943">https://doi.org/10.3384/ecp218943</a>'
  bibtex: '@inproceedings{Hannebohm_Bachmann_2025, series={Linköping Electronic Conference
    Proceedings}, title={Selective Evaluation of RHS during Multi-Rate Simulation},
    volume={218}, DOI={<a href="https://doi.org/10.3384/ecp218943">10.3384/ecp218943</a>},
    booktitle={Proceedings of the 16th International Modelica&#38;FMI Conference},
    publisher={Linköping University Electronic Press}, author={Hannebohm, Philip and
    Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025},
    pages={943–947}, collection={Linköping Electronic Conference Proceedings} }'
  chicago: Hannebohm, Philip, and Bernhard Bachmann. “Selective Evaluation of RHS
    during Multi-Rate Simulation.” In <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference</i>, edited by Dirk Zimmer and Ulf Christian Müller, 218:943–947. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press, 2025.
    <a href="https://doi.org/10.3384/ecp218943">https://doi.org/10.3384/ecp218943</a>.
  ieee: P. Hannebohm and B. Bachmann, “Selective Evaluation of RHS during Multi-Rate
    Simulation,” in <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>,
    Lucerne, 2025, vol. 218, pp. 943–947.
  mla: Hannebohm, Philip, and Bernhard Bachmann. “Selective Evaluation of RHS during
    Multi-Rate Simulation.” <i>Proceedings of the 16th International Modelica&#38;FMI
    Conference</i>, edited by Dirk Zimmer and Ulf Christian Müller, vol. 218, Linköping
    University Electronic Press, 2025, pp. 943–947, doi:<a href="https://doi.org/10.3384/ecp218943">10.3384/ecp218943</a>.
  short: 'P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings
    of the 16th International Modelica&#38;FMI Conference, Linköping University Electronic
    Press, 2025, pp. 943–947.'
conference:
  end_date: 2025-09-10
  location: Lucerne
  name: The 16th International Modelica&FMI Conference
  start_date: 2025-09-08
date_created: 2025-12-01T13:48:57Z
date_updated: 2026-03-17T15:29:29Z
department:
- _id: '103'
doi: 10.3384/ecp218943
editor:
- first_name: Dirk
  full_name: Zimmer, Dirk
  last_name: Zimmer
- first_name: Ulf Christian
  full_name: Müller, Ulf Christian
  last_name: Müller
file:
- access_level: open_access
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  creator: phannebohm
  date_created: 2025-12-01T13:55:19Z
  date_updated: 2025-12-01T13:55:19Z
  file_id: '6358'
  file_name: paper.pdf
  file_size: 149702
  relation: main_file
  success: 1
file_date_updated: 2025-12-01T13:55:19Z
has_accepted_license: '1'
intvolume: '       218'
keyword:
- Equation-based modelling
- Multi-rate simulation
- Structural analysis
language:
- iso: eng
oa: '1'
page: 943–947
publication: Proceedings of the 16th International Modelica&FMI Conference
publication_identifier:
  eisbn:
  - 978-91-8118-266-8
publication_status: published
publisher: Linköping University Electronic Press
quality_controlled: '1'
series_title: Linköping Electronic Conference Proceedings
status: public
title: Selective Evaluation of RHS during Multi-Rate Simulation
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type: conference_abstract
urn: urn:nbn:de:hbz:bi10-63570
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volume: 218
year: '2025'
...
---
_id: '6359'
author:
- first_name: Linus
  full_name: Langenkamp, Linus
  id: '240430'
  last_name: Langenkamp
  orcid: 0009-0009-7517-4842
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-7517-4842/work/198540284
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/198540286
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/198540287
citation:
  alphadin: '<span style="font-variant:small-caps;">Langenkamp, Linus</span> ; <span
    style="font-variant:small-caps;">Hannebohm, Philip</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span>: Efficient Training of Physics-enhanced Neural ODEs via Direct
    Collocation and Nonlinear Programming. In: <span style="font-variant:small-caps;">Zimmer,
    D.</span> ; <span style="font-variant:small-caps;">Müller, U. C.</span> (Hrsg.):
    <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>. Bd.
    218 : Linköping University Electronic Press, 2025, S. 445–457'
  ama: 'Langenkamp L, Hannebohm P, Bachmann B. Efficient Training of Physics-enhanced
    Neural ODEs via Direct Collocation and Nonlinear Programming. In: Zimmer D, Müller
    UC, eds. <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>.
    Vol 218. Linköping University Electronic Press; 2025:445-457. doi:<a href="https://doi.org/10.3384/ecp218445">10.3384/ecp218445</a>'
  apa: 'Langenkamp, L., Hannebohm, P., &#38; Bachmann, B. (2025). Efficient Training
    of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming.
    In D. Zimmer &#38; U. C. Müller (Eds.), <i>Proceedings of the 16th International
    Modelica&#38;FMI Conference</i> (Vol. 218, pp. 445–457). Luzern: Linköping University
    Electronic Press. <a href="https://doi.org/10.3384/ecp218445">https://doi.org/10.3384/ecp218445</a>'
  bibtex: '@inproceedings{Langenkamp_Hannebohm_Bachmann_2025, title={Efficient Training
    of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming},
    volume={218}, DOI={<a href="https://doi.org/10.3384/ecp218445">10.3384/ecp218445</a>},
    booktitle={Proceedings of the 16th International Modelica&#38;FMI Conference},
    publisher={Linköping University Electronic Press}, author={Langenkamp, Linus and
    Hannebohm, Philip and Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf
    ChristianEditors}, year={2025}, pages={445–457} }'
  chicago: Langenkamp, Linus, Philip Hannebohm, and Bernhard Bachmann. “Efficient
    Training of Physics-Enhanced Neural ODEs via Direct Collocation and Nonlinear
    Programming.” In <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>,
    edited by Dirk Zimmer and Ulf Christian Müller, 218:445–57. Linköping University
    Electronic Press, 2025. <a href="https://doi.org/10.3384/ecp218445">https://doi.org/10.3384/ecp218445</a>.
  ieee: L. Langenkamp, P. Hannebohm, and B. Bachmann, “Efficient Training of Physics-enhanced
    Neural ODEs via Direct Collocation and Nonlinear Programming,” in <i>Proceedings
    of the 16th International Modelica&#38;FMI Conference</i>, Luzern, 2025, vol.
    218, pp. 445–457.
  mla: Langenkamp, Linus, et al. “Efficient Training of Physics-Enhanced Neural ODEs
    via Direct Collocation and Nonlinear Programming.” <i>Proceedings of the 16th
    International Modelica&#38;FMI Conference</i>, edited by Dirk Zimmer and Ulf Christian
    Müller, vol. 218, Linköping University Electronic Press, 2025, pp. 445–57, doi:<a
    href="https://doi.org/10.3384/ecp218445">10.3384/ecp218445</a>.
  short: 'L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.),
    Proceedings of the 16th International Modelica&#38;FMI Conference, Linköping University
    Electronic Press, 2025, pp. 445–457.'
conference:
  end_date: 2025-09-10
  location: Luzern
  name: The 16th International Modelica&FMI Conference
  start_date: 2025-09-08
date_created: 2025-12-02T13:49:45Z
date_updated: 2026-03-17T15:29:29Z
department:
- _id: '103'
doi: 10.3384/ecp218445
editor:
- first_name: Dirk
  full_name: Zimmer, Dirk
  last_name: Zimmer
- first_name: Ulf Christian
  full_name: Müller, Ulf Christian
  last_name: Müller
file:
- access_level: open_access
  content_type: application/pdf
  creator: llangenkamp
  date_created: 2025-12-02T13:48:28Z
  date_updated: 2025-12-02T13:48:28Z
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  file_name: paper.pdf
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  relation: main_file
  success: 1
file_date_updated: 2025-12-02T13:48:28Z
has_accepted_license: '1'
intvolume: '       218'
keyword:
- Physics-enhanced Neural ODEs
- Dynamic Optimization
- Nonlinear Programming
- Modelica
- NeuralODEs
- Universal Differential Equations
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 445 - 457
publication: Proceedings of the 16th International Modelica&FMI Conference
publication_status: published
publisher: Linköping University Electronic Press
status: public
title: Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and
  Nonlinear Programming
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  short: CC BY (4.0)
type: conference
urn: urn:nbn:de:hbz:bi10-63592
user_id: '240430'
volume: 218
year: '2025'
...
---
_id: '6361'
author:
- first_name: Linus
  full_name: Langenkamp, Linus
  id: '240430'
  last_name: Langenkamp
  orcid: 0009-0009-7517-4842
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-7517-4842/work/198561013
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/198561014
citation:
  alphadin: '<span style="font-variant:small-caps;">Langenkamp, Linus</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span>: Enhancing Collocation-Based
    Dynamic Optimization through Adaptive Mesh Refinement. In: <span style="font-variant:small-caps;">Zimmer,
    D.</span> ; <span style="font-variant:small-caps;">Müller, U. C.</span> (Hrsg.):
    <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>, <i>Linköping
    Electronic Conference Proceedings</i>. Bd. 218 : Linköping University Electronic
    Press, 2025, S. 127–138'
  ama: 'Langenkamp L, Bachmann B. Enhancing Collocation-Based Dynamic Optimization
    through Adaptive Mesh Refinement. In: Zimmer D, Müller UC, eds. <i>Proceedings
    of the 16th International Modelica&#38;FMI Conference</i>. Vol 218. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press; 2025:127-138.
    doi:<a href="https://doi.org/10.3384/ecp218127">10.3384/ecp218127</a>'
  apa: 'Langenkamp, L., &#38; Bachmann, B. (2025). Enhancing Collocation-Based Dynamic
    Optimization through Adaptive Mesh Refinement. In D. Zimmer &#38; U. C. Müller
    (Eds.), <i>Proceedings of the 16th International Modelica&#38;FMI Conference</i>
    (Vol. 218, pp. 127–138). Luzern: Linköping University Electronic Press. <a href="https://doi.org/10.3384/ecp218127">https://doi.org/10.3384/ecp218127</a>'
  bibtex: '@inproceedings{Langenkamp_Bachmann_2025, series={Linköping Electronic Conference
    Proceedings}, title={Enhancing Collocation-Based Dynamic Optimization through
    Adaptive Mesh Refinement}, volume={218}, DOI={<a href="https://doi.org/10.3384/ecp218127">10.3384/ecp218127</a>},
    booktitle={Proceedings of the 16th International Modelica&#38;FMI Conference},
    publisher={Linköping University Electronic Press}, author={Langenkamp, Linus and
    Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025},
    pages={127–138}, collection={Linköping Electronic Conference Proceedings} }'
  chicago: Langenkamp, Linus, and Bernhard Bachmann. “Enhancing Collocation-Based
    Dynamic Optimization through Adaptive Mesh Refinement.” In <i>Proceedings of the
    16th International Modelica&#38;FMI Conference</i>, edited by Dirk Zimmer and
    Ulf Christian Müller, 218:127–38. Linköping Electronic Conference Proceedings.
    Linköping University Electronic Press, 2025. <a href="https://doi.org/10.3384/ecp218127">https://doi.org/10.3384/ecp218127</a>.
  ieee: L. Langenkamp and B. Bachmann, “Enhancing Collocation-Based Dynamic Optimization
    through Adaptive Mesh Refinement,” in <i>Proceedings of the 16th International
    Modelica&#38;FMI Conference</i>, Luzern, 2025, vol. 218, pp. 127–138.
  mla: Langenkamp, Linus, and Bernhard Bachmann. “Enhancing Collocation-Based Dynamic
    Optimization through Adaptive Mesh Refinement.” <i>Proceedings of the 16th International
    Modelica&#38;FMI Conference</i>, edited by Dirk Zimmer and Ulf Christian Müller,
    vol. 218, Linköping University Electronic Press, 2025, pp. 127–38, doi:<a href="https://doi.org/10.3384/ecp218127">10.3384/ecp218127</a>.
  short: 'L. Langenkamp, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings
    of the 16th International Modelica&#38;FMI Conference, Linköping University Electronic
    Press, 2025, pp. 127–138.'
conference:
  end_date: 2025-09-10
  location: Luzern
  name: The 16th International Modelica&FMI Conference
  start_date: 2025-09-08
date_created: 2025-12-02T17:57:34Z
date_updated: 2026-03-17T15:29:29Z
department:
- _id: '103'
doi: 10.3384/ecp218127
editor:
- first_name: Dirk
  full_name: Zimmer, Dirk
  last_name: Zimmer
- first_name: Ulf Christian
  full_name: Müller, Ulf Christian
  last_name: Müller
file:
- access_level: open_access
  content_type: application/pdf
  creator: llangenkamp
  date_created: 2025-12-02T17:59:17Z
  date_updated: 2025-12-02T17:59:17Z
  file_id: '6362'
  file_name: paper.pdf
  file_size: 615701
  relation: main_file
  success: 1
file_date_updated: 2025-12-02T17:59:17Z
has_accepted_license: '1'
intvolume: '       218'
keyword:
- Dynamic Optimization
- Direct Collocation
- Adaptive Mesh Refinement
- Nonlinear Programming
language:
- iso: eng
oa: '1'
page: 127 - 138
publication: Proceedings of the 16th International Modelica&FMI Conference
publication_identifier:
  eisbn:
  - 978-91-8118-266-8
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Enhancing Collocation-Based Dynamic Optimization through Adaptive Mesh Refinement
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type: conference
urn: urn:nbn:de:hbz:bi10-63618
user_id: '220548'
volume: 218
year: '2025'
...
---
_id: '4615'
author:
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161055308
- first_name: Luca
  full_name: Bonaventura, Luca
  last_name: Bonaventura
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Soledad
  full_name: Fernández-García, Soledad
  last_name: Fernández-García
- first_name: Macarena
  full_name: Gómez-Mármol, Macarena
  last_name: Gómez-Mármol
citation:
  alphadin: '<span style="font-variant:small-caps;">Bachmann, Bernhard</span> ; <span
    style="font-variant:small-caps;">Bonaventura, Luca</span> ; <span style="font-variant:small-caps;">Casella,
    Francesco</span> ; <span style="font-variant:small-caps;">Fernández-García, Soledad</span>
    ; <span style="font-variant:small-caps;">Gómez-Mármol, Macarena</span>: <i>Multi-rate
    Runge-Kutta methods: stability analysis and applications</i>, 2024'
  ama: 'Bachmann B, Bonaventura L, Casella F, Fernández-García S, Gómez-Mármol M.
    <i>Multi-Rate Runge-Kutta Methods: Stability Analysis and Applications</i>.; 2024.'
  apa: 'Bachmann, B., Bonaventura, L., Casella, F., Fernández-García, S., &#38; Gómez-Mármol,
    M. (2024). <i>Multi-rate Runge-Kutta methods: stability analysis and applications</i>.'
  bibtex: '@book{Bachmann_Bonaventura_Casella_Fernández-García_Gómez-Mármol_2024,
    title={Multi-rate Runge-Kutta methods: stability analysis and applications}, author={Bachmann,
    Bernhard and Bonaventura, Luca and Casella, Francesco and Fernández-García, Soledad
    and Gómez-Mármol, Macarena}, year={2024} }'
  chicago: 'Bachmann, Bernhard, Luca Bonaventura, Francesco Casella, Soledad Fernández-García,
    and Macarena Gómez-Mármol. <i>Multi-Rate Runge-Kutta Methods: Stability Analysis
    and Applications</i>, 2024.'
  ieee: 'B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, and M. Gómez-Mármol,
    <i>Multi-rate Runge-Kutta methods: stability analysis and applications</i>. 2024.'
  mla: 'Bachmann, Bernhard, et al. <i>Multi-Rate Runge-Kutta Methods: Stability Analysis
    and Applications</i>. 2024.'
  short: 'B. Bachmann, L. Bonaventura, F. Casella, S. Fernández-García, M. Gómez-Mármol,
    Multi-Rate Runge-Kutta Methods: Stability Analysis and Applications, 2024.'
date_created: 2024-05-29T09:36:50Z
date_updated: 2026-03-17T15:29:03Z
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
status: public
title: 'Multi-rate Runge-Kutta methods: stability analysis and applications'
type: working_paper
user_id: '220548'
year: '2024'
...
---
_id: '4617'
author:
- first_name: Karim
  full_name: Abdelhak, Karim
  last_name: Abdelhak
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161280999
citation:
  alphadin: '<span style="font-variant:small-caps;">Abdelhak, Karim</span> ; <span
    style="font-variant:small-caps;">Casella, Francesco</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span>: Pseudo Array Causalization. In: <i>Proceedings of the 15th International
    Modelica Conference 2023, Aachen, October 9-11</i>, <i>Linköping Electronic Conference
    Proceedings</i>. Bd. 204 : Linköping University Electronic Press, 2023, S. 177–188'
  ama: 'Abdelhak K, Casella F, Bachmann B. Pseudo Array Causalization. In: <i>Proceedings
    of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>.
    Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic
    Press; 2023:177-188. doi:<a href="https://doi.org/10.3384/ecp204177">10.3384/ecp204177</a>'
  apa: 'Abdelhak, K., Casella, F., &#38; Bachmann, B. (2023). Pseudo Array Causalization.
    In <i>Proceedings of the 15th International Modelica Conference 2023, Aachen,
    October 9-11</i> (Vol. 204, pp. 177–188). Aachen: Linköping University Electronic
    Press. <a href="https://doi.org/10.3384/ecp204177">https://doi.org/10.3384/ecp204177</a>'
  bibtex: '@inproceedings{Abdelhak_Casella_Bachmann_2023, series={Linköping Electronic
    Conference Proceedings}, title={Pseudo Array Causalization}, volume={204}, DOI={<a
    href="https://doi.org/10.3384/ecp204177">10.3384/ecp204177</a>}, booktitle={Proceedings
    of the 15th International Modelica Conference 2023, Aachen, October 9-11}, publisher={Linköping
    University Electronic Press}, author={Abdelhak, Karim and Casella, Francesco and
    Bachmann, Bernhard}, year={2023}, pages={177–188}, collection={Linköping Electronic
    Conference Proceedings} }'
  chicago: Abdelhak, Karim, Francesco Casella, and Bernhard Bachmann. “Pseudo Array
    Causalization.” In <i>Proceedings of the 15th International Modelica Conference
    2023, Aachen, October 9-11</i>, 204:177–88. Linköping Electronic Conference Proceedings.
    Linköping University Electronic Press, 2023. <a href="https://doi.org/10.3384/ecp204177">https://doi.org/10.3384/ecp204177</a>.
  ieee: K. Abdelhak, F. Casella, and B. Bachmann, “Pseudo Array Causalization,” in
    <i>Proceedings of the 15th International Modelica Conference 2023, Aachen, October
    9-11</i>, Aachen, 2023, vol. 204, pp. 177–188.
  mla: Abdelhak, Karim, et al. “Pseudo Array Causalization.” <i>Proceedings of the
    15th International Modelica Conference 2023, Aachen, October 9-11</i>, vol. 204,
    Linköping University Electronic Press, 2023, pp. 177–88, doi:<a href="https://doi.org/10.3384/ecp204177">10.3384/ecp204177</a>.
  short: 'K. Abdelhak, F. Casella, B. Bachmann, in: Proceedings of the 15th International
    Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic
    Press, 2023, pp. 177–188.'
conference:
  end_date: 2023-10-11
  location: Aachen
  name: 15th International Modelica Conference 2023
  start_date: 2023-10-09
date_created: 2024-05-29T10:03:24Z
date_updated: 2026-03-17T15:29:03Z
doi: 10.3384/ecp204177
intvolume: '       204'
language:
- iso: eng
page: 177-188
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Proceedings of the 15th International Modelica Conference 2023, Aachen,
  October 9-11
publication_identifier:
  eissn:
  - 1650-3740
  isbn:
  - 978-91-8075-505-4
  issn:
  - 1650-3686
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Pseudo Array Causalization
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: '220548'
volume: 204
year: '2023'
...
---
_id: '4618'
author:
- first_name: Andreas
  full_name: Heuermann, Andreas
  last_name: Heuermann
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/161055467
- first_name: Matthias
  full_name: Schäfer, Matthias
  last_name: Schäfer
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161055468
citation:
  alphadin: '<span style="font-variant:small-caps;">Heuermann, Andreas</span> ; <span
    style="font-variant:small-caps;">Hannebohm, Philip</span> ; <span style="font-variant:small-caps;">Schäfer,
    Matthias</span> ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>:
    Accelerating the simulation of equation-based models by replacing non-linear algebraic
    loops with error-controlled machine learning surrogates. In: <span style="font-variant:small-caps;">Müller,
    D.</span> ; <span style="font-variant:small-caps;">Monti, A.</span> ; <span style="font-variant:small-caps;">Benigni,
    A.</span> (Hrsg.): <i>Proceedings of the 15th International Modelica Conference
    2023, Aachen, October 9-11</i>, <i>Linköping Electronic Conference Proceedings</i>.
    Bd. 204 : Linköping University Electronic Press, 2023, S. 275–284'
  ama: 'Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Accelerating the simulation
    of equation-based models by replacing non-linear algebraic loops with error-controlled
    machine learning surrogates. In: Müller D, Monti A, Benigni A, eds. <i>Proceedings
    of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>.
    Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic
    Press; 2023:275-284. doi:<a href="https://doi.org/10.3384/ecp204275">10.3384/ecp204275</a>'
  apa: 'Heuermann, A., Hannebohm, P., Schäfer, M., &#38; Bachmann, B. (2023). Accelerating
    the simulation of equation-based models by replacing non-linear algebraic loops
    with error-controlled machine learning surrogates. In D. Müller, A. Monti, &#38;
    A. Benigni (Eds.), <i>Proceedings of the 15th International Modelica Conference
    2023, Aachen, October 9-11</i> (Vol. 204, pp. 275–284). Aachen: Linköping University
    Electronic Press. <a href="https://doi.org/10.3384/ecp204275">https://doi.org/10.3384/ecp204275</a>'
  bibtex: '@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, series={Linköping
    Electronic Conference Proceedings}, title={Accelerating the simulation of equation-based
    models by replacing non-linear algebraic loops with error-controlled machine learning
    surrogates}, volume={204}, DOI={<a href="https://doi.org/10.3384/ecp204275">10.3384/ecp204275</a>},
    booktitle={Proceedings of the 15th International Modelica Conference 2023, Aachen,
    October 9-11}, publisher={Linköping University Electronic Press}, author={Heuermann,
    Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, editor={Müller,
    Dirk  and Monti, Antonello  and Benigni, Andrea Editors}, year={2023}, pages={275–284},
    collection={Linköping Electronic Conference Proceedings} }'
  chicago: Heuermann, Andreas, Philip Hannebohm, Matthias Schäfer, and Bernhard Bachmann.
    “Accelerating the Simulation of Equation-Based Models by Replacing Non-Linear
    Algebraic Loops with Error-Controlled Machine Learning Surrogates.” In <i>Proceedings
    of the 15th International Modelica Conference 2023, Aachen, October 9-11</i>,
    edited by Dirk  Müller, Antonello  Monti, and Andrea  Benigni, 204:275–84. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press, 2023.
    <a href="https://doi.org/10.3384/ecp204275">https://doi.org/10.3384/ecp204275</a>.
  ieee: A. Heuermann, P. Hannebohm, M. Schäfer, and B. Bachmann, “Accelerating the
    simulation of equation-based models by replacing non-linear algebraic loops with
    error-controlled machine learning surrogates,” in <i>Proceedings of the 15th International
    Modelica Conference 2023, Aachen, October 9-11</i>, Aachen, 2023, vol. 204, pp.
    275–284.
  mla: Heuermann, Andreas, et al. “Accelerating the Simulation of Equation-Based Models
    by Replacing Non-Linear Algebraic Loops with Error-Controlled Machine Learning
    Surrogates.” <i>Proceedings of the 15th International Modelica Conference 2023,
    Aachen, October 9-11</i>, edited by Dirk  Müller et al., vol. 204, Linköping University
    Electronic Press, 2023, pp. 275–84, doi:<a href="https://doi.org/10.3384/ecp204275">10.3384/ecp204275</a>.
  short: 'A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti,
    A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023,
    Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.'
conference:
  end_date: 2023-10-11
  location: Aachen
  name: 15th International Modelica Conference 2023
  start_date: 2023-10-09
date_created: 2024-05-29T10:04:12Z
date_updated: 2026-03-17T15:29:03Z
doi: 10.3384/ecp204275
editor:
- first_name: 'Dirk '
  full_name: 'Müller, Dirk '
  last_name: Müller
- first_name: 'Antonello '
  full_name: 'Monti, Antonello '
  last_name: Monti
- first_name: 'Andrea '
  full_name: 'Benigni, Andrea '
  last_name: Benigni
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  name: Institute for Data Science Solutions
publication: Proceedings of the 15th International Modelica Conference 2023, Aachen,
  October 9-11
publication_identifier:
  eissn:
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  isbn:
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  issn:
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publication_status: published
publisher: Linköping University Electronic Press
quality_controlled: '1'
series_title: Linköping Electronic Conference Proceedings
status: public
title: Accelerating the simulation of equation-based models by replacing non-linear
  algebraic loops with error-controlled machine learning surrogates
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...
---
_id: '4620'
author:
- first_name: Andreas
  full_name: Heuermann, Andreas
  last_name: Heuermann
- first_name: Philip
  full_name: Hannebohm, Philip
  id: '221456'
  last_name: Hannebohm
  orcid: 0009-0003-8902-9079
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-8902-9079/work/161055991
- first_name: Matthias
  full_name: Schäfer, Matthias
  last_name: Schäfer
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/161055992
citation:
  alphadin: '<span style="font-variant:small-caps;">Heuermann, Andreas</span> ; <span
    style="font-variant:small-caps;">Hannebohm, Philip</span> ; <span style="font-variant:small-caps;">Schäfer,
    Matthias</span> ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>:
    Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme
    in Modelica. In:  : Unpublished, 2023'
  ama: 'Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Fehlerkontrollierte ML-Surrogate
    zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica. In:
    Unpublished; 2023. doi:<a href="https://doi.org/10.13140/RG.2.2.11838.70729">10.13140/RG.2.2.11838.70729</a>'
  apa: 'Heuermann, A., Hannebohm, P., Schäfer, M., &#38; Bachmann, B. (2023). Fehlerkontrollierte
    ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in
    Modelica. Presented at the KI@HSBI 2023 Kongress, Bielefeld: Unpublished. <a href="https://doi.org/10.13140/RG.2.2.11838.70729">https://doi.org/10.13140/RG.2.2.11838.70729</a>'
  bibtex: '@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, title={Fehlerkontrollierte
    ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in
    Modelica}, DOI={<a href="https://doi.org/10.13140/RG.2.2.11838.70729">10.13140/RG.2.2.11838.70729</a>},
    publisher={Unpublished}, author={Heuermann, Andreas and Hannebohm, Philip and
    Schäfer, Matthias and Bachmann, Bernhard}, year={2023} }'
  chicago: Heuermann, Andreas, Philip Hannebohm, Matthias Schäfer, and Bernhard Bachmann.
    “Fehlerkontrollierte ML-Surrogate Zur Beschleunigten Simulation Nichtlinearer
    Gleichungssysteme in Modelica.” Unpublished, 2023. <a href="https://doi.org/10.13140/RG.2.2.11838.70729">https://doi.org/10.13140/RG.2.2.11838.70729</a>.
  ieee: A. Heuermann, P. Hannebohm, M. Schäfer, and B. Bachmann, “Fehlerkontrollierte
    ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in
    Modelica,” presented at the KI@HSBI 2023 Kongress, Bielefeld, 2023.
  mla: Heuermann, Andreas, et al. <i>Fehlerkontrollierte ML-Surrogate Zur Beschleunigten
    Simulation Nichtlinearer Gleichungssysteme in Modelica</i>. Unpublished, 2023,
    doi:<a href="https://doi.org/10.13140/RG.2.2.11838.70729">10.13140/RG.2.2.11838.70729</a>.
  short: 'A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: Unpublished, 2023.'
conference:
  end_date: 2023-11-30
  location: Bielefeld
  name: KI@HSBI 2023 Kongress
  start_date: 2023-11-30
date_created: 2024-05-29T10:06:06Z
date_updated: 2026-03-17T15:29:03Z
doi: 10.13140/RG.2.2.11838.70729
file:
- access_level: open_access
  content_type: application/pdf
  creator: bbachmann
  date_created: 2024-05-29T10:28:33Z
  date_updated: 2024-05-29T10:28:33Z
  file_id: '4625'
  file_name: Fehlerkorrigierende_ML-Surrogate_zur_Beschleunigung_nichtlinearer_Gleichungssysteme_in_Modelica_Simulationen.pdf
  file_size: 545448
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  success: 1
file_date_updated: 2024-05-29T10:28:33Z
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language:
- iso: eng
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publisher: Unpublished
status: public
title: Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer
  Gleichungssysteme in Modelica
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type: conference_abstract
urn: urn:nbn:de:hbz:bi10-46202
user_id: '220548'
year: '2023'
...
---
_id: '3321'
author:
- first_name: Karim
  full_name: Abdelhak, Karim
  last_name: Abdelhak
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/158158479
- first_name: Ralf
  full_name: Derdau, Ralf
  last_name: Derdau
- first_name: Andreas
  full_name: Hartmann, Andreas
  last_name: Hartmann
- first_name: Hermann-Josef
  full_name: Kruse, Hermann-Josef
  last_name: Kruse
citation:
  alphadin: '<span style="font-variant:small-caps;">Abdelhak, Karim</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span> ; <span style="font-variant:small-caps;">Derdau,
    Ralf</span> ; <span style="font-variant:small-caps;">Hartmann, Andreas</span>
    ; <span style="font-variant:small-caps;">Kruse, Hermann-Josef</span>: <i>DETERMINISTISCHE
    UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN - Am Beispiel des
    Laubharkproblems</i>, <i>Forschungsreihe des Fachbereichs Ingenieurwissenschaften
    und Mathematik</i>. Bd. 5, 2023'
  ama: Abdelhak K, Bachmann B, Derdau R, Hartmann A, Kruse H-J. <i>DETERMINISTISCHE
    UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN - Am Beispiel des
    Laubharkproblems</i>. Vol 5.; 2023. doi:<a href="https://doi.org/10.57720/3321">10.57720/3321</a>
  apa: Abdelhak, K., Bachmann, B., Derdau, R., Hartmann, A., &#38; Kruse, H.-J. (2023).
    <i>DETERMINISTISCHE UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN
    - Am Beispiel des Laubharkproblems</i> (Vol. 5). <a href="https://doi.org/10.57720/3321">https://doi.org/10.57720/3321</a>
  bibtex: '@book{Abdelhak_Bachmann_Derdau_Hartmann_Kruse_2023, series={Forschungsreihe
    des Fachbereichs Ingenieurwissenschaften und Mathematik}, title={DETERMINISTISCHE
    UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN - Am Beispiel des
    Laubharkproblems}, volume={5}, DOI={<a href="https://doi.org/10.57720/3321">10.57720/3321</a>},
    author={Abdelhak, Karim and Bachmann, Bernhard and Derdau, Ralf and Hartmann,
    Andreas and Kruse, Hermann-Josef}, year={2023}, collection={Forschungsreihe des
    Fachbereichs Ingenieurwissenschaften und Mathematik} }'
  chicago: Abdelhak, Karim, Bernhard Bachmann, Ralf Derdau, Andreas Hartmann, and
    Hermann-Josef Kruse. <i>DETERMINISTISCHE UND BIONISCHE HEURISTIKEN ZUR LÖSUNG
    VON ENTSORGUNGSPROBLEMEN - Am Beispiel des Laubharkproblems</i>. Vol. 5. Forschungsreihe
    des Fachbereichs Ingenieurwissenschaften und Mathematik, 2023. <a href="https://doi.org/10.57720/3321">https://doi.org/10.57720/3321</a>.
  ieee: K. Abdelhak, B. Bachmann, R. Derdau, A. Hartmann, and H.-J. Kruse, <i>DETERMINISTISCHE
    UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN - Am Beispiel des
    Laubharkproblems</i>, vol. 5. 2023.
  mla: Abdelhak, Karim, et al. <i>DETERMINISTISCHE UND BIONISCHE HEURISTIKEN ZUR LÖSUNG
    VON ENTSORGUNGSPROBLEMEN - Am Beispiel des Laubharkproblems</i>. Vol. 5, 2023,
    doi:<a href="https://doi.org/10.57720/3321">10.57720/3321</a>.
  short: K. Abdelhak, B. Bachmann, R. Derdau, A. Hartmann, H.-J. Kruse, DETERMINISTISCHE
    UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN - Am Beispiel des
    Laubharkproblems, 2023.
date_created: 2023-07-07T07:38:26Z
date_updated: 2026-03-17T15:28:43Z
doi: 10.57720/3321
file:
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  content_type: application/pdf
  creator: bbachmann
  date_created: 2023-07-10T07:55:39Z
  date_updated: 2023-07-10T07:55:39Z
  file_id: '3327'
  file_name: DETERMINISTISCHE_UND_BIONISCHE_HEURISTIKEN_ZUR_LOESUNG_VON_ENTSORGUNGSPROBLEMEN.pdf
  file_size: 5252191
  relation: main_file
  success: 1
file_date_updated: 2023-07-10T07:55:39Z
has_accepted_license: '1'
intvolume: '         5'
jel:
- C6
keyword:
- Entsorgungsproblem
- Bionische Optimierung
- Deterministische Heuristiken
- Genetischer Algorithmus
- Bienen-Algorithmus
- Matlab
language:
- iso: ger
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication_identifier:
  issn:
  - 2196-6192
publication_status: published
series_title: Forschungsreihe des Fachbereichs Ingenieurwissenschaften und Mathematik
status: public
title: DETERMINISTISCHE UND BIONISCHE HEURISTIKEN ZUR LÖSUNG VON ENTSORGUNGSPROBLEMEN
  - Am Beispiel des Laubharkproblems
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  short: CC BY-SA (4.0)
type: working_paper
urn: urn:nbn:de:hbz:bi10-33217
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volume: 5
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...
---
_id: '1490'
article_number: '125991'
author:
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900366
citation:
  alphadin: '<span style="font-variant:small-caps;">Casella, Francesco</span> ; <span
    style="font-variant:small-caps;">Bachmann, Bernhard</span>: On the choice of initial
    guesses for the Newton-Raphson algorithm. In: <i>Applied Mathematics and Computation</i>
    Bd. 398, Elsevier BV (2021)'
  ama: Casella F, Bachmann B. On the choice of initial guesses for the Newton-Raphson
    algorithm. <i>Applied Mathematics and Computation</i>. 2021;398. doi:<a href="https://doi.org/10.1016/j.amc.2021.125991">10.1016/j.amc.2021.125991</a>
  apa: Casella, F., &#38; Bachmann, B. (2021). On the choice of initial guesses for
    the Newton-Raphson algorithm. <i>Applied Mathematics and Computation</i>, <i>398</i>.
    <a href="https://doi.org/10.1016/j.amc.2021.125991">https://doi.org/10.1016/j.amc.2021.125991</a>
  bibtex: '@article{Casella_Bachmann_2021, title={On the choice of initial guesses
    for the Newton-Raphson algorithm}, volume={398}, DOI={<a href="https://doi.org/10.1016/j.amc.2021.125991">10.1016/j.amc.2021.125991</a>},
    number={125991}, journal={Applied Mathematics and Computation}, publisher={Elsevier
    BV}, author={Casella, Francesco and Bachmann, Bernhard}, year={2021} }'
  chicago: Casella, Francesco, and Bernhard Bachmann. “On the Choice of Initial Guesses
    for the Newton-Raphson Algorithm.” <i>Applied Mathematics and Computation</i>
    398 (2021). <a href="https://doi.org/10.1016/j.amc.2021.125991">https://doi.org/10.1016/j.amc.2021.125991</a>.
  ieee: F. Casella and B. Bachmann, “On the choice of initial guesses for the Newton-Raphson
    algorithm,” <i>Applied Mathematics and Computation</i>, vol. 398, 2021.
  mla: Casella, Francesco, and Bernhard Bachmann. “On the Choice of Initial Guesses
    for the Newton-Raphson Algorithm.” <i>Applied Mathematics and Computation</i>,
    vol. 398, 125991, Elsevier BV, 2021, doi:<a href="https://doi.org/10.1016/j.amc.2021.125991">10.1016/j.amc.2021.125991</a>.
  short: F. Casella, B. Bachmann, Applied Mathematics and Computation 398 (2021).
date_created: 2021-11-09T12:57:51Z
date_updated: 2026-03-17T15:28:21Z
doi: 10.1016/j.amc.2021.125991
intvolume: '       398'
language:
- iso: eng
publication: Applied Mathematics and Computation
publication_identifier:
  issn:
  - '00963003'
publication_status: published
publisher: Elsevier BV
status: public
title: On the choice of initial guesses for the Newton-Raphson algorithm
type: journal_article
user_id: '220548'
volume: 398
year: '2021'
...
---
_id: '1521'
author:
- first_name: Willi
  full_name: Braun, Willi
  last_name: Braun
- first_name: Martin
  full_name: Schroschk, Martin
  last_name: Schroschk
- first_name: Vitalij
  full_name: Ruge, Vitalij
  last_name: Ruge
- first_name: Andreas
  full_name: Heuermann, Andreas
  last_name: Heuermann
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900276
citation:
  alphadin: '<span style="font-variant:small-caps;">Braun, Willi</span> ; <span style="font-variant:small-caps;">Schroschk,
    Martin</span> ; <span style="font-variant:small-caps;">Ruge, Vitalij</span> ;
    <span style="font-variant:small-caps;">Heuermann, Andreas</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span>: Contributions to the Efficient and Parallel Jacobian Evaluation
    and its Application in OpenModelica. In: <i>Proceedings of the American Modelica
    Conference 2020, Boulder, Colorado, USA, March 23-25, 2020</i>, <i>Linköping Electronic
    Conference Proceedings</i>. Bd. 169 : Linköping University Electronic Press, 2020,
    S. 159–167'
  ama: 'Braun W, Schroschk M, Ruge V, Heuermann A, Bachmann B. Contributions to the
    Efficient and Parallel Jacobian Evaluation and its Application in OpenModelica.
    In: <i>Proceedings of the American Modelica Conference 2020, Boulder, Colorado,
    USA, March 23-25, 2020</i>. Vol 169. Linköping Electronic Conference Proceedings.
    Linköping University Electronic Press; 2020:159-167. doi:<a href="https://doi.org/10.3384/ecp20169159">10.3384/ecp20169159</a>'
  apa: 'Braun, W., Schroschk, M., Ruge, V., Heuermann, A., &#38; Bachmann, B. (2020).
    Contributions to the Efficient and Parallel Jacobian Evaluation and its Application
    in OpenModelica. In <i>Proceedings of the American Modelica Conference 2020, Boulder,
    Colorado, USA, March 23-25, 2020</i> (Vol. 169, pp. 159–167). Colorado, USA: Linköping
    University Electronic Press. <a href="https://doi.org/10.3384/ecp20169159">https://doi.org/10.3384/ecp20169159</a>'
  bibtex: '@inproceedings{Braun_Schroschk_Ruge_Heuermann_Bachmann_2020, series={Linköping
    Electronic Conference Proceedings}, title={Contributions to the Efficient and
    Parallel Jacobian Evaluation and its Application in OpenModelica}, volume={169},
    DOI={<a href="https://doi.org/10.3384/ecp20169159">10.3384/ecp20169159</a>}, booktitle={Proceedings
    of the American Modelica Conference 2020, Boulder, Colorado, USA, March 23-25,
    2020}, publisher={Linköping University Electronic Press}, author={Braun, Willi
    and Schroschk, Martin and Ruge, Vitalij and Heuermann, Andreas and Bachmann, Bernhard},
    year={2020}, pages={159–167}, collection={Linköping Electronic Conference Proceedings}
    }'
  chicago: Braun, Willi, Martin Schroschk, Vitalij Ruge, Andreas Heuermann, and Bernhard
    Bachmann. “Contributions to the Efficient and Parallel Jacobian Evaluation and
    Its Application in OpenModelica.” In <i>Proceedings of the American Modelica Conference
    2020, Boulder, Colorado, USA, March 23-25, 2020</i>, 169:159–67. Linköping Electronic
    Conference Proceedings. Linköping University Electronic Press, 2020. <a href="https://doi.org/10.3384/ecp20169159">https://doi.org/10.3384/ecp20169159</a>.
  ieee: W. Braun, M. Schroschk, V. Ruge, A. Heuermann, and B. Bachmann, “Contributions
    to the Efficient and Parallel Jacobian Evaluation and its Application in OpenModelica,”
    in <i>Proceedings of the American Modelica Conference 2020, Boulder, Colorado,
    USA, March 23-25, 2020</i>, Colorado, USA, 2020, vol. 169, pp. 159–167.
  mla: Braun, Willi, et al. “Contributions to the Efficient and Parallel Jacobian
    Evaluation and Its Application in OpenModelica.” <i>Proceedings of the American
    Modelica Conference 2020, Boulder, Colorado, USA, March 23-25, 2020</i>, vol.
    169, Linköping University Electronic Press, 2020, pp. 159–67, doi:<a href="https://doi.org/10.3384/ecp20169159">10.3384/ecp20169159</a>.
  short: 'W. Braun, M. Schroschk, V. Ruge, A. Heuermann, B. Bachmann, in: Proceedings
    of the American Modelica Conference 2020, Boulder, Colorado, USA, March 23-25,
    2020, Linköping University Electronic Press, 2020, pp. 159–167.'
conference:
  end_date: 2020-03-25
  location: Colorado, USA
  name: Proceedings of the American Modelica Conference 2020
  start_date: 2020-03-23
date_created: 2021-11-09T14:37:48Z
date_updated: 2026-03-17T15:28:22Z
doi: 10.3384/ecp20169159
intvolume: '       169'
language:
- iso: eng
page: 159-167
publication: Proceedings of the American Modelica Conference 2020, Boulder, Colorado,
  USA, March 23-25, 2020
publication_identifier:
  isbn:
  - 978-91-7929-900-2
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Contributions to the Efficient and Parallel Jacobian Evaluation and its Application
  in OpenModelica
type: conference
user_id: '220548'
volume: 169
year: '2020'
...
---
_id: '1491'
author:
- first_name: Peter
  full_name: Fritzson, Peter
  last_name: Fritzson
- first_name: Adrian
  full_name: Pop, Adrian
  last_name: Pop
- first_name: Karim
  full_name: Abdelhak, Karim
  last_name: Abdelhak
- first_name: Adeel
  full_name: Ashgar, Adeel
  last_name: Ashgar
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900427
- first_name: Willi
  full_name: Braun, Willi
  last_name: Braun
- first_name: Daniel
  full_name: Bouskela, Daniel
  last_name: Bouskela
- first_name: Robert
  full_name: Braun, Robert
  last_name: Braun
- first_name: Lena
  full_name: Buffoni, Lena
  last_name: Buffoni
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Rodrigo
  full_name: Castro, Rodrigo
  last_name: Castro
- first_name: Rüdiger
  full_name: Franke, Rüdiger
  last_name: Franke
- first_name: Dag
  full_name: Fritzson, Dag
  last_name: Fritzson
- first_name: Mahder
  full_name: Gebremedhin, Mahder
  last_name: Gebremedhin
- first_name: Andreas
  full_name: Heuermann, Andreas
  last_name: Heuermann
- first_name: Bernt
  full_name: Lie, Bernt
  last_name: Lie
- first_name: Alachew
  full_name: Mengist, Alachew
  last_name: Mengist
- first_name: Lars
  full_name: Mikelsons, Lars
  last_name: Mikelsons
- first_name: Kannan
  full_name: Moudgalya, Kannan
  last_name: Moudgalya
- first_name: Lennart
  full_name: Ochel, Lennart
  last_name: Ochel
- first_name: Arunkumar
  full_name: Palanisamy, Arunkumar
  last_name: Palanisamy
- first_name: Vitalij
  full_name: Ruge, Vitalij
  last_name: Ruge
- first_name: Wladimir
  full_name: Schamai, Wladimir
  last_name: Schamai
- first_name: Martin
  full_name: Sjölund, Martin
  last_name: Sjölund
- first_name: Bernhard
  full_name: Thiele, Bernhard
  last_name: Thiele
- first_name: John
  full_name: Tinnerholm, John
  last_name: Tinnerholm
- first_name: Per
  full_name: Östlund, Per
  last_name: Östlund
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Fritzson,
    Peter</span> ; <span style="font-variant:small-caps;">Pop, Adrian</span> ; <span
    style="font-variant:small-caps;">Abdelhak, Karim</span> ; <span style="font-variant:small-caps;">Ashgar,
    Adeel</span> ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>
    ; <span style="font-variant:small-caps;">Braun, Willi</span> ; <span style="font-variant:small-caps;">Bouskela,
    Daniel</span> ; <span style="font-variant:small-caps;">Braun, Robert</span> ;
    u. a.</span>: The OpenModelica Integrated Environment for Modeling, Simulation,
    and Model-Based Development. In: <i>Modeling, Identification and Control: A Norwegian
    Research Bulletin</i> Bd. 41, Norwegian Society of Automatic Control (2020), Nr. 4,
    S. 241–295'
  ama: 'Fritzson P, Pop A, Abdelhak K, et al. The OpenModelica Integrated Environment
    for Modeling, Simulation, and Model-Based Development. <i>Modeling, Identification
    and Control: A Norwegian Research Bulletin</i>. 2020;41(4):241-295. doi:<a href="https://doi.org/10.4173/mic.2020.4.1">10.4173/mic.2020.4.1</a>'
  apa: 'Fritzson, P., Pop, A., Abdelhak, K., Ashgar, A., Bachmann, B., Braun, W.,
    … Östlund, P. (2020). The OpenModelica Integrated Environment for Modeling, Simulation,
    and Model-Based Development. <i>Modeling, Identification and Control: A Norwegian
    Research Bulletin</i>, <i>41</i>(4), 241–295. <a href="https://doi.org/10.4173/mic.2020.4.1">https://doi.org/10.4173/mic.2020.4.1</a>'
  bibtex: '@article{Fritzson_Pop_Abdelhak_Ashgar_Bachmann_Braun_Bouskela_Braun_Buffoni_Casella_et
    al._2020, title={The OpenModelica Integrated Environment for Modeling, Simulation,
    and Model-Based Development}, volume={41}, DOI={<a href="https://doi.org/10.4173/mic.2020.4.1">10.4173/mic.2020.4.1</a>},
    number={4}, journal={Modeling, Identification and Control: A Norwegian Research
    Bulletin}, publisher={Norwegian Society of Automatic Control}, author={Fritzson,
    Peter and Pop, Adrian and Abdelhak, Karim and Ashgar, Adeel and Bachmann, Bernhard
    and Braun, Willi and Bouskela, Daniel and Braun, Robert and Buffoni, Lena and
    Casella, Francesco and et al.}, year={2020}, pages={241–295} }'
  chicago: 'Fritzson, Peter, Adrian Pop, Karim Abdelhak, Adeel Ashgar, Bernhard Bachmann,
    Willi Braun, Daniel Bouskela, et al. “The OpenModelica Integrated Environment
    for Modeling, Simulation, and Model-Based Development.” <i>Modeling, Identification
    and Control: A Norwegian Research Bulletin</i> 41, no. 4 (2020): 241–95. <a href="https://doi.org/10.4173/mic.2020.4.1">https://doi.org/10.4173/mic.2020.4.1</a>.'
  ieee: 'P. Fritzson <i>et al.</i>, “The OpenModelica Integrated Environment for Modeling,
    Simulation, and Model-Based Development,” <i>Modeling, Identification and Control:
    A Norwegian Research Bulletin</i>, vol. 41, no. 4, pp. 241–295, 2020.'
  mla: 'Fritzson, Peter, et al. “The OpenModelica Integrated Environment for Modeling,
    Simulation, and Model-Based Development.” <i>Modeling, Identification and Control:
    A Norwegian Research Bulletin</i>, vol. 41, no. 4, Norwegian Society of Automatic
    Control, 2020, pp. 241–95, doi:<a href="https://doi.org/10.4173/mic.2020.4.1">10.4173/mic.2020.4.1</a>.'
  short: 'P. Fritzson, A. Pop, K. Abdelhak, A. Ashgar, B. Bachmann, W. Braun, D. Bouskela,
    R. Braun, L. Buffoni, F. Casella, R. Castro, R. Franke, D. Fritzson, M. Gebremedhin,
    A. Heuermann, B. Lie, A. Mengist, L. Mikelsons, K. Moudgalya, L. Ochel, A. Palanisamy,
    V. Ruge, W. Schamai, M. Sjölund, B. Thiele, J. Tinnerholm, P. Östlund, Modeling,
    Identification and Control: A Norwegian Research Bulletin 41 (2020) 241–295.'
date_created: 2021-11-09T12:58:30Z
date_updated: 2026-03-17T15:28:21Z
doi: 10.4173/mic.2020.4.1
intvolume: '        41'
issue: '4'
language:
- iso: eng
page: 241-295
publication: 'Modeling, Identification and Control: A Norwegian Research Bulletin'
publication_identifier:
  eissn:
  - 1890-1328
  issn:
  - 0332-7353
publication_status: published
publisher: Norwegian Society of Automatic Control
status: public
title: The OpenModelica Integrated Environment for Modeling, Simulation, and Model-Based
  Development
type: journal_article
user_id: '220548'
volume: 41
year: '2020'
...
---
_id: '1522'
author:
- first_name: Peter
  full_name: Fritzson, Peter
  last_name: Fritzson
- first_name: Adrian
  full_name: Pop, Adrian
  last_name: Pop
- first_name: Adeel
  full_name: Asghar, Adeel
  last_name: Asghar
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900240
- first_name: Willi
  full_name: Braun, Willi
  last_name: Braun
- first_name: Robert
  full_name: Braun, Robert
  last_name: Braun
- first_name: Lena
  full_name: Buffoni, Lena
  last_name: Buffoni
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Rodrigo
  full_name: Castro, Rodrigo
  last_name: Castro
- first_name: Alejandro
  full_name: Danós, Alejandro
  last_name: Danós
- first_name: Rüdiger
  full_name: Franke, Rüdiger
  last_name: Franke
- first_name: Mahder
  full_name: Gebremedhin, Mahder
  last_name: Gebremedhin
- first_name: Bernt
  full_name: Lie, Bernt
  last_name: Lie
- first_name: Alachew
  full_name: Mengist, Alachew
  last_name: Mengist
- first_name: Kannan
  full_name: Moudgalya, Kannan
  last_name: Moudgalya
- first_name: Lennart
  full_name: Ochel, Lennart
  last_name: Ochel
- first_name: Arunkumar
  full_name: Palanisamy, Arunkumar
  last_name: Palanisamy
- first_name: Wladimir
  full_name: Schamai, Wladimir
  last_name: Schamai
- first_name: Martin
  full_name: Sjölund, Martin
  last_name: Sjölund
- first_name: Bernhard
  full_name: Thiele, Bernhard
  last_name: Thiele
- first_name: Volker
  full_name: Waurich, Volker
  last_name: Waurich
- first_name: Per
  full_name: Östlund, Per
  last_name: Östlund
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Fritzson,
    Peter</span> ; <span style="font-variant:small-caps;">Pop, Adrian</span> ; <span
    style="font-variant:small-caps;">Asghar, Adeel</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span> ; <span style="font-variant:small-caps;">Braun, Willi</span> ;
    <span style="font-variant:small-caps;">Braun, Robert</span> ; <span style="font-variant:small-caps;">Buffoni,
    Lena</span> ; <span style="font-variant:small-caps;">Casella, Francesco</span>
    ; u. a.</span>: The OpenModelica Integrated Modeling, Simulation, and Optimization
    Environment. In: <span style="font-variant:small-caps;">Tiller, M.</span> ; <span
    style="font-variant:small-caps;">Tummescheit, H.</span> ; <span style="font-variant:small-caps;">Vanfretti,
    L.</span> (Hrsg.): <i>Proceedings of The American Modelica Conference 2018, October
    9-10, Somberg Conference Center, Cambridge MA, USA</i>, <i>Linköping Electronic
    Conference Proceedings</i>. Bd. 154 : Linköping University Electronic Press, 2019,
    S. 206–219'
  ama: 'Fritzson P, Pop A, Asghar A, et al. The OpenModelica Integrated Modeling,
    Simulation, and Optimization Environment. In: Tiller M, Tummescheit H, Vanfretti
    L, eds. <i>Proceedings of The American Modelica Conference 2018, October 9-10,
    Somberg Conference Center, Cambridge MA, USA</i>. Vol 154. Linköping Electronic
    Conference Proceedings. Linköping University Electronic Press; 2019:206-219. doi:<a
    href="https://doi.org/10.3384/ecp18154206">10.3384/ecp18154206</a>'
  apa: 'Fritzson, P., Pop, A., Asghar, A., Bachmann, B., Braun, W., Braun, R., … Östlund,
    P. (2019). The OpenModelica Integrated Modeling, Simulation, and Optimization
    Environment. In M. Tiller, H. Tummescheit, &#38; L. Vanfretti (Eds.), <i>Proceedings
    of The American Modelica Conference 2018, October 9-10, Somberg Conference Center,
    Cambridge MA, USA</i> (Vol. 154, pp. 206–219). Massachusetts, USA: Linköping University
    Electronic Press. <a href="https://doi.org/10.3384/ecp18154206">https://doi.org/10.3384/ecp18154206</a>'
  bibtex: '@inproceedings{Fritzson_Pop_Asghar_Bachmann_Braun_Braun_Buffoni_Casella_Castro_Danós_et
    al._2019, series={Linköping Electronic Conference Proceedings}, title={The OpenModelica
    Integrated Modeling, Simulation, and Optimization Environment}, volume={154},
    DOI={<a href="https://doi.org/10.3384/ecp18154206">10.3384/ecp18154206</a>}, booktitle={Proceedings
    of The American Modelica Conference 2018, October 9-10, Somberg Conference Center,
    Cambridge MA, USA}, publisher={Linköping University Electronic Press}, author={Fritzson,
    Peter and Pop, Adrian and Asghar, Adeel and Bachmann, Bernhard and Braun, Willi
    and Braun, Robert and Buffoni, Lena and Casella, Francesco and Castro, Rodrigo
    and Danós, Alejandro and et al.}, editor={Tiller, Michael  and Tummescheit, Hubertus  and
    Vanfretti, LuigiEditors}, year={2019}, pages={206–219}, collection={Linköping
    Electronic Conference Proceedings} }'
  chicago: Fritzson, Peter, Adrian Pop, Adeel Asghar, Bernhard Bachmann, Willi Braun,
    Robert Braun, Lena Buffoni, et al. “The OpenModelica Integrated Modeling, Simulation,
    and Optimization Environment.” In <i>Proceedings of The American Modelica Conference
    2018, October 9-10, Somberg Conference Center, Cambridge MA, USA</i>, edited by
    Michael  Tiller, Hubertus  Tummescheit, and Luigi Vanfretti, 154:206–19. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press, 2019.
    <a href="https://doi.org/10.3384/ecp18154206">https://doi.org/10.3384/ecp18154206</a>.
  ieee: P. Fritzson <i>et al.</i>, “The OpenModelica Integrated Modeling, Simulation,
    and Optimization Environment,” in <i>Proceedings of The American Modelica Conference
    2018, October 9-10, Somberg Conference Center, Cambridge MA, USA</i>, Massachusetts,
    USA, 2019, vol. 154, pp. 206–219.
  mla: Fritzson, Peter, et al. “The OpenModelica Integrated Modeling, Simulation,
    and Optimization Environment.” <i>Proceedings of The American Modelica Conference
    2018, October 9-10, Somberg Conference Center, Cambridge MA, USA</i>, edited by
    Michael  Tiller et al., vol. 154, Linköping University Electronic Press, 2019,
    pp. 206–19, doi:<a href="https://doi.org/10.3384/ecp18154206">10.3384/ecp18154206</a>.
  short: 'P. Fritzson, A. Pop, A. Asghar, B. Bachmann, W. Braun, R. Braun, L. Buffoni,
    F. Casella, R. Castro, A. Danós, R. Franke, M. Gebremedhin, B. Lie, A. Mengist,
    K. Moudgalya, L. Ochel, A. Palanisamy, W. Schamai, M. Sjölund, B. Thiele, V. Waurich,
    P. Östlund, in: M. Tiller, H. Tummescheit, L. Vanfretti (Eds.), Proceedings of
    The American Modelica Conference 2018, October 9-10, Somberg Conference Center,
    Cambridge MA, USA, Linköping University Electronic Press, 2019, pp. 206–219.'
conference:
  end_date: 2018-10-10
  location: Massachusetts, USA
  name: The American Modelica Conference 2018, October 9-10, Somberg Conference Center,
    Cambridge MA, USA
  start_date: 2018-10-09
date_created: 2021-11-09T14:46:02Z
date_updated: 2026-03-17T15:28:22Z
doi: 10.3384/ecp18154206
editor:
- first_name: 'Michael '
  full_name: 'Tiller, Michael '
  last_name: Tiller
- first_name: 'Hubertus '
  full_name: 'Tummescheit, Hubertus '
  last_name: Tummescheit
- first_name: Luigi
  full_name: Vanfretti, Luigi
  last_name: Vanfretti
intvolume: '       154'
language:
- iso: eng
page: 206-219
publication: Proceedings of The American Modelica Conference 2018, October 9-10, Somberg
  Conference Center, Cambridge MA, USA
publication_identifier:
  isbn:
  - 978-91-7685-148-7
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: The OpenModelica Integrated Modeling, Simulation, and Optimization Environment
type: conference
user_id: '220548'
volume: 154
year: '2019'
...
---
_id: '1489'
author:
- first_name: Xiaolin
  full_name: Qin, Xiaolin
  last_name: Qin
- first_name: Lu
  full_name: Yang, Lu
  last_name: Yang
- first_name: Yong
  full_name: Feng, Yong
  last_name: Feng
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900647
- first_name: Peter
  full_name: Fritzson, Peter
  last_name: Fritzson
citation:
  alphadin: '<span style="font-variant:small-caps;">Qin, Xiaolin</span> ; <span style="font-variant:small-caps;">Yang,
    Lu</span> ; <span style="font-variant:small-caps;">Feng, Yong</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span> ; <span style="font-variant:small-caps;">Fritzson, Peter</span>:
    Index reduction of differential algebraic equations by differential Dixon resultant.
    In: <i>Applied Mathematics and Computation</i> Bd. 328, Elsevier BV (2018), S. 189–202'
  ama: Qin X, Yang L, Feng Y, Bachmann B, Fritzson P. Index reduction of differential
    algebraic equations by differential Dixon resultant. <i>Applied Mathematics and
    Computation</i>. 2018;328:189-202. doi:<a href="https://doi.org/10.1016/j.amc.2017.12.029">10.1016/j.amc.2017.12.029</a>
  apa: Qin, X., Yang, L., Feng, Y., Bachmann, B., &#38; Fritzson, P. (2018). Index
    reduction of differential algebraic equations by differential Dixon resultant.
    <i>Applied Mathematics and Computation</i>, <i>328</i>, 189–202. <a href="https://doi.org/10.1016/j.amc.2017.12.029">https://doi.org/10.1016/j.amc.2017.12.029</a>
  bibtex: '@article{Qin_Yang_Feng_Bachmann_Fritzson_2018, title={Index reduction of
    differential algebraic equations by differential Dixon resultant}, volume={328},
    DOI={<a href="https://doi.org/10.1016/j.amc.2017.12.029">10.1016/j.amc.2017.12.029</a>},
    journal={Applied Mathematics and Computation}, publisher={Elsevier BV}, author={Qin,
    Xiaolin and Yang, Lu and Feng, Yong and Bachmann, Bernhard and Fritzson, Peter},
    year={2018}, pages={189–202} }'
  chicago: 'Qin, Xiaolin, Lu Yang, Yong Feng, Bernhard Bachmann, and Peter Fritzson.
    “Index Reduction of Differential Algebraic Equations by Differential Dixon Resultant.”
    <i>Applied Mathematics and Computation</i> 328 (2018): 189–202. <a href="https://doi.org/10.1016/j.amc.2017.12.029">https://doi.org/10.1016/j.amc.2017.12.029</a>.'
  ieee: X. Qin, L. Yang, Y. Feng, B. Bachmann, and P. Fritzson, “Index reduction of
    differential algebraic equations by differential Dixon resultant,” <i>Applied
    Mathematics and Computation</i>, vol. 328, pp. 189–202, 2018.
  mla: Qin, Xiaolin, et al. “Index Reduction of Differential Algebraic Equations by
    Differential Dixon Resultant.” <i>Applied Mathematics and Computation</i>, vol.
    328, Elsevier BV, 2018, pp. 189–202, doi:<a href="https://doi.org/10.1016/j.amc.2017.12.029">10.1016/j.amc.2017.12.029</a>.
  short: X. Qin, L. Yang, Y. Feng, B. Bachmann, P. Fritzson, Applied Mathematics and
    Computation 328 (2018) 189–202.
date_created: 2021-11-09T12:55:26Z
date_updated: 2026-03-17T15:28:21Z
doi: 10.1016/j.amc.2017.12.029
intvolume: '       328'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ideas.repec.org/a/eee/apmaco/v328y2018icp189-202.html
oa: '1'
page: 189-202
publication: Applied Mathematics and Computation
publication_identifier:
  issn:
  - '00963003'
publication_status: published
publisher: Elsevier BV
status: public
title: Index reduction of differential algebraic equations by differential Dixon resultant
type: journal_article
user_id: '35437'
volume: 328
year: '2018'
...
---
_id: '1525'
author:
- first_name: Willi
  full_name: Braun, Willi
  last_name: Braun
- first_name: Francesco
  full_name: Casella, Francesco
  last_name: Casella
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900179
citation:
  alphadin: '<span style="font-variant:small-caps;">Braun, Willi</span> ; <span style="font-variant:small-caps;">Casella,
    Francesco</span> ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>:
    Solving large-scale Modelica models: new approaches and experimental results using
    OpenModelica. In: <i>Proceedings of the 12th International Modelica Conference,
    Prague, Czech Republic, May 15-17, 2017</i>, <i>Linköping Electronic Conference
    Proceedings</i>. Bd. 132 : Linköping University Electronic Press, 2017, S. 557–563'
  ama: 'Braun W, Casella F, Bachmann B. Solving large-scale Modelica models: new approaches
    and experimental results using OpenModelica. In: <i>Proceedings of the 12th International
    Modelica Conference, Prague, Czech Republic, May 15-17, 2017</i>. Vol 132. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press; 2017:557-563.
    doi:<a href="https://doi.org/10.3384/ecp17132557">10.3384/ecp17132557</a>'
  apa: 'Braun, W., Casella, F., &#38; Bachmann, B. (2017). Solving large-scale Modelica
    models: new approaches and experimental results using OpenModelica. In <i>Proceedings
    of the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017</i> (Vol. 132, pp. 557–563). Prag, Czech Republic: Linköping University Electronic
    Press. <a href="https://doi.org/10.3384/ecp17132557">https://doi.org/10.3384/ecp17132557</a>'
  bibtex: '@inproceedings{Braun_Casella_Bachmann_2017, series={Linköping Electronic
    Conference Proceedings}, title={Solving large-scale Modelica models: new approaches
    and experimental results using OpenModelica}, volume={132}, DOI={<a href="https://doi.org/10.3384/ecp17132557">10.3384/ecp17132557</a>},
    booktitle={Proceedings of the 12th International Modelica Conference, Prague,
    Czech Republic, May 15-17, 2017}, publisher={Linköping University Electronic Press},
    author={Braun, Willi and Casella, Francesco and Bachmann, Bernhard}, year={2017},
    pages={557–563}, collection={Linköping Electronic Conference Proceedings} }'
  chicago: 'Braun, Willi, Francesco Casella, and Bernhard Bachmann. “Solving Large-Scale
    Modelica Models: New Approaches and Experimental Results Using OpenModelica.”
    In <i>Proceedings of the 12th International Modelica Conference, Prague, Czech
    Republic, May 15-17, 2017</i>, 132:557–63. Linköping Electronic Conference Proceedings.
    Linköping University Electronic Press, 2017. <a href="https://doi.org/10.3384/ecp17132557">https://doi.org/10.3384/ecp17132557</a>.'
  ieee: 'W. Braun, F. Casella, and B. Bachmann, “Solving large-scale Modelica models:
    new approaches and experimental results using OpenModelica,” in <i>Proceedings
    of the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017</i>, Prag, Czech Republic, 2017, vol. 132, pp. 557–563.'
  mla: 'Braun, Willi, et al. “Solving Large-Scale Modelica Models: New Approaches
    and Experimental Results Using OpenModelica.” <i>Proceedings of the 12th International
    Modelica Conference, Prague, Czech Republic, May 15-17, 2017</i>, vol. 132, Linköping
    University Electronic Press, 2017, pp. 557–63, doi:<a href="https://doi.org/10.3384/ecp17132557">10.3384/ecp17132557</a>.'
  short: 'W. Braun, F. Casella, B. Bachmann, in: Proceedings of the 12th International
    Modelica Conference, Prague, Czech Republic, May 15-17, 2017, Linköping University
    Electronic Press, 2017, pp. 557–563.'
conference:
  end_date: 2017-05-17
  location: Prag, Czech Republic
  name: The 12th International Modelica Conference
  start_date: 2017-05-15
date_created: 2021-11-09T14:52:45Z
date_updated: 2026-03-17T15:28:22Z
doi: 10.3384/ecp17132557
intvolume: '       132'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ep.liu.se/en/conference-article.aspx?series=ecp&issue=132&Article_No=63
oa: '1'
page: 557-563
publication: Proceedings of the 12th International Modelica Conference, Prague, Czech
  Republic, May 15-17, 2017
publication_identifier:
  isbn:
  - '9789176855751'
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: 'Solving large-scale Modelica models: new approaches and experimental results
  using OpenModelica'
type: conference
user_id: '43795'
volume: 132
year: '2017'
...
---
_id: '1526'
alternative_id:
- '1528'
author:
- first_name: Willi
  full_name: Braun, Willi
  last_name: Braun
- first_name: Kshitij
  full_name: Kulshreshtha, Kshitij
  last_name: Kulshreshtha
- first_name: Rüdiger
  full_name: Franke, Rüdiger
  last_name: Franke
- first_name: Andrea
  full_name: Walther, Andrea
  last_name: Walther
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
citation:
  alphadin: '<span style="font-variant:small-caps;">Braun, Willi</span> ; <span style="font-variant:small-caps;">Kulshreshtha,
    Kshitij</span> ; <span style="font-variant:small-caps;">Franke, Rüdiger</span>
    ; <span style="font-variant:small-caps;">Walther, Andrea</span> ; <span style="font-variant:small-caps;">Bachmann,
    Bernhard</span>: Towards Adjoint and Directional Derivatives in FMI utilizing
    ADOL-C within OpenModelica. In: <i>Proceedings of the 12th International Modelica
    Conference, Prague, Czech Republic, May 15-17, 2017</i>, <i>Linköping Electronic
    Conference Proceedings</i>. Bd. 132 : Linköping University Electronic Press, 2017,
    S. 363–366'
  ama: 'Braun W, Kulshreshtha K, Franke R, Walther A, Bachmann B. Towards Adjoint
    and Directional Derivatives in FMI utilizing ADOL-C within OpenModelica. In: <i>Proceedings
    of the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017</i>. Vol 132. Linköping Electronic Conference Proceedings. Linköping University
    Electronic Press; 2017:363-366. doi:<a href="https://doi.org/10.3384/ecp17132363">10.3384/ecp17132363</a>'
  apa: 'Braun, W., Kulshreshtha, K., Franke, R., Walther, A., &#38; Bachmann, B. (2017).
    Towards Adjoint and Directional Derivatives in FMI utilizing ADOL-C within OpenModelica.
    In <i>Proceedings of the 12th International Modelica Conference, Prague, Czech
    Republic, May 15-17, 2017</i> (Vol. 132, pp. 363–366). Prague: Linköping University
    Electronic Press. <a href="https://doi.org/10.3384/ecp17132363">https://doi.org/10.3384/ecp17132363</a>'
  bibtex: '@inproceedings{Braun_Kulshreshtha_Franke_Walther_Bachmann_2017, series={Linköping
    Electronic Conference Proceedings}, title={Towards Adjoint and Directional Derivatives
    in FMI utilizing ADOL-C within OpenModelica}, volume={132}, DOI={<a href="https://doi.org/10.3384/ecp17132363">10.3384/ecp17132363</a>},
    booktitle={Proceedings of the 12th International Modelica Conference, Prague,
    Czech Republic, May 15-17, 2017}, publisher={Linköping University Electronic Press},
    author={Braun, Willi and Kulshreshtha, Kshitij and Franke, Rüdiger and Walther,
    Andrea and Bachmann, Bernhard}, year={2017}, pages={363–366}, collection={Linköping
    Electronic Conference Proceedings} }'
  chicago: Braun, Willi, Kshitij Kulshreshtha, Rüdiger Franke, Andrea Walther, and
    Bernhard Bachmann. “Towards Adjoint and Directional Derivatives in FMI Utilizing
    ADOL-C within OpenModelica.” In <i>Proceedings of the 12th International Modelica
    Conference, Prague, Czech Republic, May 15-17, 2017</i>, 132:363–66. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press, 2017.
    <a href="https://doi.org/10.3384/ecp17132363">https://doi.org/10.3384/ecp17132363</a>.
  ieee: W. Braun, K. Kulshreshtha, R. Franke, A. Walther, and B. Bachmann, “Towards
    Adjoint and Directional Derivatives in FMI utilizing ADOL-C within OpenModelica,”
    in <i>Proceedings of the 12th International Modelica Conference, Prague, Czech
    Republic, May 15-17, 2017</i>, Prague, 2017, vol. 132, pp. 363–366.
  mla: Braun, Willi, et al. “Towards Adjoint and Directional Derivatives in FMI Utilizing
    ADOL-C within OpenModelica.” <i>Proceedings of the 12th International Modelica
    Conference, Prague, Czech Republic, May 15-17, 2017</i>, vol. 132, Linköping University
    Electronic Press, 2017, pp. 363–66, doi:<a href="https://doi.org/10.3384/ecp17132363">10.3384/ecp17132363</a>.
  short: 'W. Braun, K. Kulshreshtha, R. Franke, A. Walther, B. Bachmann, in: Proceedings
    of the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017, Linköping University Electronic Press, 2017, pp. 363–366.'
conference:
  end_date: 2017-05-17
  location: Prague
  name: The 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017
  start_date: 2017-05-15
date_created: 2021-11-09T14:54:12Z
date_updated: 2026-03-17T15:28:22Z
doi: 10.3384/ecp17132363
intvolume: '       132'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://2017.international.conference.modelica.org/proceedings/html/submissions/ecp17132363_BraunKulshreshthaFrankeBachmannWalther.pdf
oa: '1'
page: 363-366
publication: Proceedings of the 12th International Modelica Conference, Prague, Czech
  Republic, May 15-17, 2017
publication_identifier:
  eissn:
  - 1650-3740
  isbn:
  - '9789176855751'
  issn:
  - 1650-3686
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Towards Adjoint and Directional Derivatives in FMI utilizing ADOL-C within
  OpenModelica
type: conference
user_id: '43795'
volume: 132
year: '2017'
...
---
_id: '1527'
author:
- first_name: Jan
  full_name: Hagemann, Jan
  last_name: Hagemann
- first_name: Patrick
  full_name: Täuber, Patrick
  last_name: Täuber
- first_name: Lennart
  full_name: Ochel, Lennart
  last_name: Ochel
- first_name: Bernhard
  full_name: Bachmann, Bernhard
  id: '33931'
  last_name: Bachmann
  orcid: 0000-0002-4339-0438
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4339-0438/work/102900162
citation:
  alphadin: '<span style="font-variant:small-caps;">Hagemann, Jan</span> ; <span style="font-variant:small-caps;">Täuber,
    Patrick</span> ; <span style="font-variant:small-caps;">Ochel, Lennart</span>
    ; <span style="font-variant:small-caps;">Bachmann, Bernhard</span>: Smart Processing
    of Function Calls to Achieve Efficient Simulation Code. In: <i>Proceedings of
    the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017</i>, <i>Linköping Electronic Conference Proceedings</i>. Bd. 132 : Linköping
    University Electronic Press, 2017, S. 581–588'
  ama: 'Hagemann J, Täuber P, Ochel L, Bachmann B. Smart Processing of Function Calls
    to Achieve Efficient Simulation Code. In: <i>Proceedings of the 12th International
    Modelica Conference, Prague, Czech Republic, May 15-17, 2017</i>. Vol 132. Linköping
    Electronic Conference Proceedings. Linköping University Electronic Press; 2017:581-588.
    doi:<a href="https://doi.org/10.3384/ecp17132581">10.3384/ecp17132581</a>'
  apa: 'Hagemann, J., Täuber, P., Ochel, L., &#38; Bachmann, B. (2017). Smart Processing
    of Function Calls to Achieve Efficient Simulation Code. In <i>Proceedings of the
    12th International Modelica Conference, Prague, Czech Republic, May 15-17, 2017</i>
    (Vol. 132, pp. 581–588). Prague: Linköping University Electronic Press. <a href="https://doi.org/10.3384/ecp17132581">https://doi.org/10.3384/ecp17132581</a>'
  bibtex: '@inproceedings{Hagemann_Täuber_Ochel_Bachmann_2017, series={Linköping Electronic
    Conference Proceedings}, title={Smart Processing of Function Calls to Achieve
    Efficient Simulation Code}, volume={132}, DOI={<a href="https://doi.org/10.3384/ecp17132581">10.3384/ecp17132581</a>},
    booktitle={Proceedings of the 12th International Modelica Conference, Prague,
    Czech Republic, May 15-17, 2017}, publisher={Linköping University Electronic Press},
    author={Hagemann, Jan and Täuber, Patrick and Ochel, Lennart and Bachmann, Bernhard},
    year={2017}, pages={581–588}, collection={Linköping Electronic Conference Proceedings}
    }'
  chicago: Hagemann, Jan, Patrick Täuber, Lennart Ochel, and Bernhard Bachmann. “Smart
    Processing of Function Calls to Achieve Efficient Simulation Code.” In <i>Proceedings
    of the 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017</i>, 132:581–88. Linköping Electronic Conference Proceedings. Linköping University
    Electronic Press, 2017. <a href="https://doi.org/10.3384/ecp17132581">https://doi.org/10.3384/ecp17132581</a>.
  ieee: J. Hagemann, P. Täuber, L. Ochel, and B. Bachmann, “Smart Processing of Function
    Calls to Achieve Efficient Simulation Code,” in <i>Proceedings of the 12th International
    Modelica Conference, Prague, Czech Republic, May 15-17, 2017</i>, Prague, 2017,
    vol. 132, pp. 581–588.
  mla: Hagemann, Jan, et al. “Smart Processing of Function Calls to Achieve Efficient
    Simulation Code.” <i>Proceedings of the 12th International Modelica Conference,
    Prague, Czech Republic, May 15-17, 2017</i>, vol. 132, Linköping University Electronic
    Press, 2017, pp. 581–88, doi:<a href="https://doi.org/10.3384/ecp17132581">10.3384/ecp17132581</a>.
  short: 'J. Hagemann, P. Täuber, L. Ochel, B. Bachmann, in: Proceedings of the 12th
    International Modelica Conference, Prague, Czech Republic, May 15-17, 2017, Linköping
    University Electronic Press, 2017, pp. 581–588.'
conference:
  end_date: 2017-05-17
  location: Prague
  name: The 12th International Modelica Conference, Prague, Czech Republic, May 15-17,
    2017
  start_date: 2017-05-15
date_created: 2021-11-09T14:55:57Z
date_updated: 2026-03-17T15:28:22Z
doi: 10.3384/ecp17132581
intvolume: '       132'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ep.liu.se/ecp/132/065/ecp17132581.pdf
oa: '1'
page: 581-588
publication: Proceedings of the 12th International Modelica Conference, Prague, Czech
  Republic, May 15-17, 2017
publication_identifier:
  isbn:
  - '9789176855751'
publication_status: published
publisher: Linköping University Electronic Press
series_title: Linköping Electronic Conference Proceedings
status: public
title: Smart Processing of Function Calls to Achieve Efficient Simulation Code
type: conference
user_id: '43795'
volume: 132
year: '2017'
...
