---
_id: '45331'
alternative_title:
- (Studien zur theoretischen und empirischen Forschung in der Mathematikdidaktik)
author:
- first_name: Johanna
  full_name: Schönherr, Johanna
  id: '99409'
  last_name: Schönherr
citation:
  ama: 'Schönherr J. <i>Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study]</i>. Springer Spektrum; 2019.'
  apa: 'Schönherr, J. (2019). <i>Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study]</i>. Springer Spektrum.'
  bibtex: '@book{Schönherr_2019, place={Wiesbaden}, title={Selbst erstellte Skizzen
    beim mathematischen Modellieren: Ergebnisse einer empirischen Untersuchung [Self-generated
    drawings for modelling problems: Findings of an empirical study]}, publisher={Springer
    Spektrum}, author={Schönherr, Johanna}, year={2019} }'
  chicago: 'Schönherr, Johanna. <i>Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study]</i>. Wiesbaden: Springer Spektrum, 2019.'
  ieee: 'J. Schönherr, <i>Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study]</i>. Wiesbaden: Springer Spektrum, 2019.'
  mla: 'Schönherr, Johanna. <i>Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study]</i>. Springer Spektrum, 2019.'
  short: 'J. Schönherr, Selbst erstellte Skizzen beim mathematischen Modellieren:
    Ergebnisse einer empirischen Untersuchung [Self-generated drawings for modelling
    problems: Findings of an empirical study], Springer Spektrum, Wiesbaden, 2019.'
date_created: 2023-05-29T17:17:11Z
date_updated: 2023-06-20T19:29:45Z
department:
- _id: '97'
extern: '1'
language:
- iso: ger
place: Wiesbaden
publication_status: published
publisher: Springer Spektrum
status: public
title: 'Selbst erstellte Skizzen beim mathematischen Modellieren: Ergebnisse einer
  empirischen Untersuchung [Self-generated drawings for modelling problems: Findings
  of an empirical study]'
type: book
user_id: '49063'
year: '2019'
...
---
_id: '21'
abstract:
- lang: eng
  text: "We address the general mathematical problem of computing the inverse p-th\r\nroot
    of a given matrix in an efficient way. A new method to construct iteration\r\nfunctions
    that allow calculating arbitrary p-th roots and their inverses of\r\nsymmetric
    positive definite matrices is presented. We show that the order of\r\nconvergence
    is at least quadratic and that adaptively adjusting a parameter q\r\nalways leads
    to an even faster convergence. In this way, a better performance\r\nthan with
    previously known iteration schemes is achieved. The efficiency of the\r\niterative
    functions is demonstrated for various matrices with different\r\ndensities, condition
    numbers and spectral radii."
author:
- first_name: Dorothee
  full_name: Richters, Dorothee
  last_name: Richters
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Andrea
  full_name: Walther, Andrea
  last_name: Walther
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
citation:
  ama: Richters D, Lass M, Walther A, Plessl C, Kühne T. A General Algorithm to Calculate
    the Inverse Principal p-th Root of Symmetric Positive Definite Matrices. <i>Communications
    in Computational Physics</i>. 2019;25(2):564-585. doi:<a href="https://doi.org/10.4208/cicp.OA-2018-0053">10.4208/cicp.OA-2018-0053</a>
  apa: Richters, D., Lass, M., Walther, A., Plessl, C., &#38; Kühne, T. (2019). A
    General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric Positive
    Definite Matrices. <i>Communications in Computational Physics</i>, <i>25</i>(2),
    564–585. <a href="https://doi.org/10.4208/cicp.OA-2018-0053">https://doi.org/10.4208/cicp.OA-2018-0053</a>
  bibtex: '@article{Richters_Lass_Walther_Plessl_Kühne_2019, title={A General Algorithm
    to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices},
    volume={25}, DOI={<a href="https://doi.org/10.4208/cicp.OA-2018-0053">10.4208/cicp.OA-2018-0053</a>},
    number={2}, journal={Communications in Computational Physics}, publisher={Global
    Science Press}, author={Richters, Dorothee and Lass, Michael and Walther, Andrea
    and Plessl, Christian and Kühne, Thomas}, year={2019}, pages={564–585} }'
  chicago: 'Richters, Dorothee, Michael Lass, Andrea Walther, Christian Plessl, and
    Thomas Kühne. “A General Algorithm to Calculate the Inverse Principal P-Th Root
    of Symmetric Positive Definite Matrices.” <i>Communications in Computational Physics</i>
    25, no. 2 (2019): 564–85. <a href="https://doi.org/10.4208/cicp.OA-2018-0053">https://doi.org/10.4208/cicp.OA-2018-0053</a>.'
  ieee: 'D. Richters, M. Lass, A. Walther, C. Plessl, and T. Kühne, “A General Algorithm
    to Calculate the Inverse Principal p-th Root of Symmetric Positive Definite Matrices,”
    <i>Communications in Computational Physics</i>, vol. 25, no. 2, pp. 564–585, 2019,
    doi: <a href="https://doi.org/10.4208/cicp.OA-2018-0053">10.4208/cicp.OA-2018-0053</a>.'
  mla: Richters, Dorothee, et al. “A General Algorithm to Calculate the Inverse Principal
    P-Th Root of Symmetric Positive Definite Matrices.” <i>Communications in Computational
    Physics</i>, vol. 25, no. 2, Global Science Press, 2019, pp. 564–85, doi:<a href="https://doi.org/10.4208/cicp.OA-2018-0053">10.4208/cicp.OA-2018-0053</a>.
  short: D. Richters, M. Lass, A. Walther, C. Plessl, T. Kühne, Communications in
    Computational Physics 25 (2019) 564–585.
date_created: 2017-07-25T14:48:26Z
date_updated: 2023-09-26T11:45:02Z
department:
- _id: '27'
- _id: '518'
- _id: '304'
- _id: '104'
doi: 10.4208/cicp.OA-2018-0053
external_id:
  arxiv:
  - '1703.02456'
intvolume: '        25'
issue: '2'
language:
- iso: eng
page: 564-585
project:
- _id: '32'
  grant_number: PL 595/2-1 / 320898746
  name: Performance and Efficiency in HPC with Custom Computing
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Communications in Computational Physics
publisher: Global Science Press
quality_controlled: '1'
status: public
title: A General Algorithm to Calculate the Inverse Principal p-th Root of Symmetric
  Positive Definite Matrices
type: journal_article
user_id: '15278'
volume: 25
year: '2019'
...
---
_id: '16711'
abstract:
- lang: eng
  text: "Embedding techniques allow the approximations of finite dimensional\r\nattractors
    and manifolds of infinite dimensional dynamical systems via\r\nsubdivision and
    continuation methods. These approximations give a topological\r\none-to-one image
    of the original set. In order to additionally reveal their\r\ngeometry we use
    diffusion mapst o find intrinsic coordinates. We illustrate our\r\nresults on
    the unstable manifold of the one-dimensional Kuramoto--Sivashinsky\r\nequation,
    as well as for the attractor of the Mackey-Glass delay differential\r\nequation."
author:
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
- first_name: Péter
  full_name: Koltai, Péter
  last_name: Koltai
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
citation:
  ama: Gerlach R, Koltai P, Dellnitz M. Revealing the intrinsic geometry of finite
    dimensional invariant sets of  infinite dimensional dynamical systems. <i>arXiv:190208824</i>.
    Published online 2019.
  apa: Gerlach, R., Koltai, P., &#38; Dellnitz, M. (2019). Revealing the intrinsic
    geometry of finite dimensional invariant sets of  infinite dimensional dynamical
    systems. In <i>arXiv:1902.08824</i>.
  bibtex: '@article{Gerlach_Koltai_Dellnitz_2019, title={Revealing the intrinsic geometry
    of finite dimensional invariant sets of  infinite dimensional dynamical systems},
    journal={arXiv:1902.08824}, author={Gerlach, Raphael and Koltai, Péter and Dellnitz,
    Michael}, year={2019} }'
  chicago: Gerlach, Raphael, Péter Koltai, and Michael Dellnitz. “Revealing the Intrinsic
    Geometry of Finite Dimensional Invariant Sets of  Infinite Dimensional Dynamical
    Systems.” <i>ArXiv:1902.08824</i>, 2019.
  ieee: R. Gerlach, P. Koltai, and M. Dellnitz, “Revealing the intrinsic geometry
    of finite dimensional invariant sets of  infinite dimensional dynamical systems,”
    <i>arXiv:1902.08824</i>. 2019.
  mla: Gerlach, Raphael, et al. “Revealing the Intrinsic Geometry of Finite Dimensional
    Invariant Sets of  Infinite Dimensional Dynamical Systems.” <i>ArXiv:1902.08824</i>,
    2019.
  short: R. Gerlach, P. Koltai, M. Dellnitz, ArXiv:1902.08824 (2019).
date_created: 2020-04-16T14:06:21Z
date_updated: 2024-09-24T12:09:27Z
ddc:
- '510'
department:
- _id: '101'
external_id:
  arxiv:
  - '1902.08824'
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1902.08824
oa: '1'
publication: arXiv:1902.08824
status: public
title: Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite
  dimensional dynamical systems
type: preprint
user_id: '32655'
year: '2019'
...
---
_id: '56248'
author:
- first_name: Joachim
  full_name: Engel, Joachim
  last_name: Engel
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Susanne
  full_name: Podworny, Susanne
  id: '30619'
  last_name: Podworny
  orcid: 0000-0002-6313-5987
- first_name: Achim
  full_name: Schiller, Achim
  last_name: Schiller
- first_name: Laura
  full_name: Martignon, Laura
  last_name: Martignon
citation:
  ama: 'Engel J, Biehler R, Frischemeier D, Podworny S, Schiller A, Martignon L. Erratum
    to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical
    Literacy. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. 2019;14(1):113-114.
    doi:<a href="https://doi.org/10.1007/s11943-019-00266-4">10.1007/s11943-019-00266-4</a>'
  apa: 'Engel, J., Biehler, R., Frischemeier, D., Podworny, S., Schiller, A., &#38;
    Martignon, L. (2019). Erratum to: Zivilstatistik: Konzept einer neuen Perspektive
    auf Data Literacy und Statistical Literacy. <i>AStA Wirtschafts- Und Sozialstatistisches
    Archiv</i>, <i>14</i>(1), 113–114. <a href="https://doi.org/10.1007/s11943-019-00266-4">https://doi.org/10.1007/s11943-019-00266-4</a>'
  bibtex: '@article{Engel_Biehler_Frischemeier_Podworny_Schiller_Martignon_2019, title={Erratum
    to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical
    Literacy}, volume={14}, DOI={<a href="https://doi.org/10.1007/s11943-019-00266-4">10.1007/s11943-019-00266-4</a>},
    number={1}, journal={AStA Wirtschafts- und Sozialstatistisches Archiv}, publisher={Springer
    Science and Business Media LLC}, author={Engel, Joachim and Biehler, Rolf and
    Frischemeier, Daniel and Podworny, Susanne and Schiller, Achim and Martignon,
    Laura}, year={2019}, pages={113–114} }'
  chicago: 'Engel, Joachim, Rolf Biehler, Daniel Frischemeier, Susanne Podworny, Achim
    Schiller, and Laura Martignon. “Erratum to: Zivilstatistik: Konzept Einer Neuen
    Perspektive Auf Data Literacy Und Statistical Literacy.” <i>AStA Wirtschafts-
    Und Sozialstatistisches Archiv</i> 14, no. 1 (2019): 113–14. <a href="https://doi.org/10.1007/s11943-019-00266-4">https://doi.org/10.1007/s11943-019-00266-4</a>.'
  ieee: 'J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, and L. Martignon,
    “Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy
    und Statistical Literacy,” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>,
    vol. 14, no. 1, pp. 113–114, 2019, doi: <a href="https://doi.org/10.1007/s11943-019-00266-4">10.1007/s11943-019-00266-4</a>.'
  mla: 'Engel, Joachim, et al. “Erratum to: Zivilstatistik: Konzept Einer Neuen Perspektive
    Auf Data Literacy Und Statistical Literacy.” <i>AStA Wirtschafts- Und Sozialstatistisches
    Archiv</i>, vol. 14, no. 1, Springer Science and Business Media LLC, 2019, pp.
    113–14, doi:<a href="https://doi.org/10.1007/s11943-019-00266-4">10.1007/s11943-019-00266-4</a>.'
  short: J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, L. Martignon,
    AStA Wirtschafts- Und Sozialstatistisches Archiv 14 (2019) 113–114.
date_created: 2024-09-25T08:19:16Z
date_updated: 2024-09-25T08:27:59Z
department:
- _id: '363'
doi: 10.1007/s11943-019-00266-4
intvolume: '        14'
issue: '1'
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/article/10.1007/s11943-019-00266-4
page: 113-114
publication: AStA Wirtschafts- und Sozialstatistisches Archiv
publication_identifier:
  issn:
  - 1863-8155
  - 1863-8163
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy
  und Statistical Literacy'
type: journal_article
user_id: '37888'
volume: 14
year: '2019'
...
---
_id: '56245'
author:
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Biehler R. Allgemeinbildung, Mathematical Literacy, and Competence Orientation.
    In: Jahnke HN, Hefendehl-Hebeker L, eds. <i>ICME-13 Monographs</i>. Springer International
    Publishing; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-11069-7_6">10.1007/978-3-030-11069-7_6</a>'
  apa: Biehler, R. (2019). Allgemeinbildung, Mathematical Literacy, and Competence
    Orientation. In H. N. Jahnke &#38; L. Hefendehl-Hebeker (Eds.), <i>ICME-13 Monographs</i>.
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-11069-7_6">https://doi.org/10.1007/978-3-030-11069-7_6</a>
  bibtex: '@inbook{Biehler_2019, place={Cham}, title={Allgemeinbildung, Mathematical
    Literacy, and Competence Orientation}, DOI={<a href="https://doi.org/10.1007/978-3-030-11069-7_6">10.1007/978-3-030-11069-7_6</a>},
    booktitle={ICME-13 Monographs}, publisher={Springer International Publishing},
    author={Biehler, Rolf}, editor={Jahnke, H. N. and Hefendehl-Hebeker, L.}, year={2019}
    }'
  chicago: 'Biehler, Rolf. “Allgemeinbildung, Mathematical Literacy, and Competence
    Orientation.” In <i>ICME-13 Monographs</i>, edited by H. N. Jahnke and L. Hefendehl-Hebeker.
    Cham: Springer International Publishing, 2019. <a href="https://doi.org/10.1007/978-3-030-11069-7_6">https://doi.org/10.1007/978-3-030-11069-7_6</a>.'
  ieee: 'R. Biehler, “Allgemeinbildung, Mathematical Literacy, and Competence Orientation,”
    in <i>ICME-13 Monographs</i>, H. N. Jahnke and L. Hefendehl-Hebeker, Eds. Cham:
    Springer International Publishing, 2019.'
  mla: Biehler, Rolf. “Allgemeinbildung, Mathematical Literacy, and Competence Orientation.”
    <i>ICME-13 Monographs</i>, edited by H. N. Jahnke and L. Hefendehl-Hebeker, Springer
    International Publishing, 2019, doi:<a href="https://doi.org/10.1007/978-3-030-11069-7_6">10.1007/978-3-030-11069-7_6</a>.
  short: 'R. Biehler, in: H.N. Jahnke, L. Hefendehl-Hebeker (Eds.), ICME-13 Monographs,
    Springer International Publishing, Cham, 2019.'
date_created: 2024-09-25T08:12:22Z
date_updated: 2024-09-25T08:27:36Z
department:
- _id: '363'
doi: 10.1007/978-3-030-11069-7_6
editor:
- first_name: H. N.
  full_name: Jahnke, H. N.
  last_name: Jahnke
- first_name: L.
  full_name: Hefendehl-Hebeker, L.
  last_name: Hefendehl-Hebeker
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-030-11069-7_6
place: Cham
publication: ICME-13 Monographs
publication_identifier:
  isbn:
  - '9783030110680'
  - '9783030110697'
  issn:
  - 2520-8322
  - 2520-8330
publication_status: published
publisher: Springer International Publishing
status: public
title: Allgemeinbildung, Mathematical Literacy, and Competence Orientation
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '56247'
author:
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Biehler R. Software for learning and for doing statistics and probability–Looking
    back and looking forward from a personal perspective. In: Contreras JM, Gea MM,
    Lopez-Martin MM, Molina-Portillo E, eds. <i>Proceedings of the Third International
    Virtual Congress of Statistical Education</i>. Universidad de Granada; 2019.'
  apa: Biehler, R. (2019). Software for learning and for doing statistics and probability–Looking
    back and looking forward from a personal perspective. In J. M. Contreras, M. M.
    Gea, M. M. Lopez-Martin, &#38; E. Molina-Portillo (Eds.), <i>Proceedings of the
    Third International Virtual Congress of Statistical Education</i>. Universidad
    de Granada.
  bibtex: '@inbook{Biehler_2019, title={Software for learning and for doing statistics
    and probability–Looking back and looking forward from a personal perspective},
    booktitle={Proceedings of the Third International Virtual Congress of Statistical
    Education}, publisher={Universidad de Granada}, author={Biehler, Rolf}, editor={Contreras,
    J. M. and Gea, M. M. and Lopez-Martin, M. M. and Molina-Portillo, E.}, year={2019}
    }'
  chicago: Biehler, Rolf. “Software for Learning and for Doing Statistics and Probability–Looking
    Back and Looking Forward from a Personal Perspective.” In <i>Proceedings of the
    Third International Virtual Congress of Statistical Education</i>, edited by J.
    M. Contreras, M. M. Gea, M. M. Lopez-Martin, and E. Molina-Portillo. Universidad
    de Granada, 2019.
  ieee: R. Biehler, “Software for learning and for doing statistics and probability–Looking
    back and looking forward from a personal perspective,” in <i>Proceedings of the
    Third International Virtual Congress of Statistical Education</i>, J. M. Contreras,
    M. M. Gea, M. M. Lopez-Martin, and E. Molina-Portillo, Eds. Universidad de Granada,
    2019.
  mla: Biehler, Rolf. “Software for Learning and for Doing Statistics and Probability–Looking
    Back and Looking Forward from a Personal Perspective.” <i>Proceedings of the Third
    International Virtual Congress of Statistical Education</i>, edited by J. M. Contreras
    et al., Universidad de Granada, 2019.
  short: 'R. Biehler, in: J.M. Contreras, M.M. Gea, M.M. Lopez-Martin, E. Molina-Portillo
    (Eds.), Proceedings of the Third International Virtual Congress of Statistical
    Education, Universidad de Granada, 2019.'
date_created: 2024-09-25T08:16:21Z
date_updated: 2024-09-25T08:27:48Z
department:
- _id: '363'
editor:
- first_name: J. M.
  full_name: Contreras, J. M.
  last_name: Contreras
- first_name: M. M.
  full_name: Gea, M. M.
  last_name: Gea
- first_name: M. M.
  full_name: Lopez-Martin, M. M.
  last_name: Lopez-Martin
- first_name: E.
  full_name: Molina-Portillo, E.
  last_name: Molina-Portillo
language:
- iso: eng
main_file_link:
- url: https://digibug.ugr.es/handle/10481/55033
publication: Proceedings of the Third International Virtual Congress of Statistical
  Education
publisher: Universidad de Granada
status: public
title: Software for learning and for doing statistics and probability–Looking back
  and looking forward from a personal perspective
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '56252'
author:
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Susanne
  full_name: Podworny, Susanne
  id: '30619'
  last_name: Podworny
  orcid: 0000-0002-6313-5987
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: Frischemeier D, Podworny S, Biehler R. Chancen und Herausforderungen für die
    Implementation von Zivilstatistiken in der Lehramtsausbildung. <i>Stochastik in
    der Schule</i>. 2019;39(1):26-33.
  apa: Frischemeier, D., Podworny, S., &#38; Biehler, R. (2019). Chancen und Herausforderungen
    für die Implementation von Zivilstatistiken in der Lehramtsausbildung. <i>Stochastik
    in Der Schule</i>, <i>39</i>(1), 26–33.
  bibtex: '@article{Frischemeier_Podworny_Biehler_2019, title={Chancen und Herausforderungen
    für die Implementation von Zivilstatistiken in der Lehramtsausbildung}, volume={39},
    number={1}, journal={Stochastik in der Schule}, author={Frischemeier, Daniel and
    Podworny, Susanne and Biehler, Rolf}, year={2019}, pages={26–33} }'
  chicago: 'Frischemeier, Daniel, Susanne Podworny, and Rolf Biehler. “Chancen Und
    Herausforderungen Für Die Implementation von Zivilstatistiken in Der Lehramtsausbildung.”
    <i>Stochastik in Der Schule</i> 39, no. 1 (2019): 26–33.'
  ieee: D. Frischemeier, S. Podworny, and R. Biehler, “Chancen und Herausforderungen
    für die Implementation von Zivilstatistiken in der Lehramtsausbildung,” <i>Stochastik
    in der Schule</i>, vol. 39, no. 1, pp. 26–33, 2019.
  mla: Frischemeier, Daniel, et al. “Chancen Und Herausforderungen Für Die Implementation
    von Zivilstatistiken in Der Lehramtsausbildung.” <i>Stochastik in Der Schule</i>,
    vol. 39, no. 1, 2019, pp. 26–33.
  short: D. Frischemeier, S. Podworny, R. Biehler, Stochastik in Der Schule 39 (2019)
    26–33.
date_created: 2024-09-25T08:40:23Z
date_updated: 2024-09-25T08:40:28Z
department:
- _id: '363'
intvolume: '        39'
issue: '1'
language:
- iso: eng
page: 26-33
publication: Stochastik in der Schule
status: public
title: Chancen und Herausforderungen für die Implementation von Zivilstatistiken
  in der Lehramtsausbildung
type: journal_article
user_id: '37888'
volume: 39
year: '2019'
...
---
_id: '56259'
author:
- first_name: Ralf
  full_name: Nieszporek, Ralf
  last_name: Nieszporek
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Nieszporek R, Biehler R. Retrospective competence assessment in a PD course
    on teaching statistics with digital tools in upper secondary schools. In: Jankvist
    UT, van den Heuvel-Panhuizen M, Veldhuis M, eds. <i>Proceedings of the Eleventh
    Congress of the European Society for Research in Mathematics Education</i>. Freudenthal
    Group &#38; Freudenthal Institute, Utrecht University and ERME; 2019.'
  apa: Nieszporek, R., &#38; Biehler, R. (2019). Retrospective competence assessment
    in a PD course on teaching statistics with digital tools in upper secondary schools.
    In U. T. Jankvist, M. van den Heuvel-Panhuizen, &#38; M. Veldhuis (Eds.), <i>Proceedings
    of the Eleventh Congress of the European Society for Research in Mathematics Education</i>.
    Freudenthal Group &#38; Freudenthal Institute, Utrecht University and ERME.
  bibtex: '@inbook{Nieszporek_Biehler_2019, place={Utrecht, the Netherlands}, title={Retrospective
    competence assessment in a PD course on teaching statistics with digital tools
    in upper secondary schools}, booktitle={Proceedings of the Eleventh Congress of
    the European Society for Research in Mathematics Education}, publisher={Freudenthal
    Group &#38; Freudenthal Institute, Utrecht University and ERME}, author={Nieszporek,
    Ralf and Biehler, Rolf}, editor={Jankvist, U. T. and van den Heuvel-Panhuizen,
    M. and Veldhuis, M.}, year={2019} }'
  chicago: 'Nieszporek, Ralf, and Rolf Biehler. “Retrospective Competence Assessment
    in a PD Course on Teaching Statistics with Digital Tools in Upper Secondary Schools.”
    In <i>Proceedings of the Eleventh Congress of the European Society for Research
    in Mathematics Education</i>, edited by U. T. Jankvist, M. van den Heuvel-Panhuizen,
    and M. Veldhuis. Utrecht, the Netherlands: Freudenthal Group &#38; Freudenthal
    Institute, Utrecht University and ERME, 2019.'
  ieee: 'R. Nieszporek and R. Biehler, “Retrospective competence assessment in a PD
    course on teaching statistics with digital tools in upper secondary schools,”
    in <i>Proceedings of the Eleventh Congress of the European Society for Research
    in Mathematics Education</i>, U. T. Jankvist, M. van den Heuvel-Panhuizen, and
    M. Veldhuis, Eds. Utrecht, the Netherlands: Freudenthal Group &#38; Freudenthal
    Institute, Utrecht University and ERME, 2019.'
  mla: Nieszporek, Ralf, and Rolf Biehler. “Retrospective Competence Assessment in
    a PD Course on Teaching Statistics with Digital Tools in Upper Secondary Schools.”
    <i>Proceedings of the Eleventh Congress of the European Society for Research in
    Mathematics Education</i>, edited by U. T. Jankvist et al., Freudenthal Group
    &#38; Freudenthal Institute, Utrecht University and ERME, 2019.
  short: 'R. Nieszporek, R. Biehler, in: U.T. Jankvist, M. van den Heuvel-Panhuizen,
    M. Veldhuis (Eds.), Proceedings of the Eleventh Congress of the European Society
    for Research in Mathematics Education, Freudenthal Group &#38; Freudenthal Institute,
    Utrecht University and ERME, Utrecht, the Netherlands, 2019.'
date_created: 2024-09-25T08:56:43Z
date_updated: 2024-09-25T08:59:22Z
department:
- _id: '363'
editor:
- first_name: U. T.
  full_name: Jankvist, U. T.
  last_name: Jankvist
- first_name: M.
  full_name: van den Heuvel-Panhuizen, M.
  last_name: van den Heuvel-Panhuizen
- first_name: M.
  full_name: Veldhuis, M.
  last_name: Veldhuis
language:
- iso: eng
main_file_link:
- url: https://hal.science/hal-02422582/
place: Utrecht, the Netherlands
publication: Proceedings of the Eleventh Congress of the European Society for Research
  in Mathematics Education
publisher: Freudenthal Group & Freudenthal Institute, Utrecht University and ERME
status: public
title: Retrospective competence assessment in a PD course on teaching statistics with
  digital tools in upper secondary schools
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '56257'
author:
- first_name: Tobias
  full_name: Mai, Tobias
  last_name: Mai
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Mai T, Biehler R. On the Introduction of Vectors in German Textbooks for Upper
    Secondary School. In: Rezat S, Lianghuo F, Hattermann M, Schumacher J, Wuschke
    H, eds. <i>Proceedings of the Third International Conference on Mathametics Textbook
    Research and Development</i>. Vol 16. Universitätsbibliothek Paderborn; 2019:233-238.'
  apa: Mai, T., &#38; Biehler, R. (2019). On the Introduction of Vectors in German
    Textbooks for Upper Secondary School. In S. Rezat, F. Lianghuo, M. Hattermann,
    J. Schumacher, &#38; H. Wuschke (Eds.), <i>Proceedings of the Third International
    Conference on Mathametics Textbook research and Development</i> (Vol. 16, pp.
    233–238). Universitätsbibliothek Paderborn.
  bibtex: '@inbook{Mai_Biehler_2019, place={Paderborn}, title={On the Introduction
    of Vectors in German Textbooks for Upper Secondary School}, volume={16}, booktitle={Proceedings
    of the Third International Conference on Mathametics Textbook research and Development},
    publisher={Universitätsbibliothek Paderborn}, author={Mai, Tobias and Biehler,
    Rolf}, editor={Rezat, S. and Lianghuo, F. and Hattermann, M. and Schumacher, J.
    and Wuschke, H.}, year={2019}, pages={233–238} }'
  chicago: 'Mai, Tobias, and Rolf Biehler. “On the Introduction of Vectors in German
    Textbooks for Upper Secondary School.” In <i>Proceedings of the Third International
    Conference on Mathametics Textbook Research and Development</i>, edited by S.
    Rezat, F. Lianghuo, M. Hattermann, J. Schumacher, and H. Wuschke, 16:233–38. Paderborn:
    Universitätsbibliothek Paderborn, 2019.'
  ieee: 'T. Mai and R. Biehler, “On the Introduction of Vectors in German Textbooks
    for Upper Secondary School,” in <i>Proceedings of the Third International Conference
    on Mathametics Textbook research and Development</i>, vol. 16, S. Rezat, F. Lianghuo,
    M. Hattermann, J. Schumacher, and H. Wuschke, Eds. Paderborn: Universitätsbibliothek
    Paderborn, 2019, pp. 233–238.'
  mla: Mai, Tobias, and Rolf Biehler. “On the Introduction of Vectors in German Textbooks
    for Upper Secondary School.” <i>Proceedings of the Third International Conference
    on Mathametics Textbook Research and Development</i>, edited by S. Rezat et al.,
    vol. 16, Universitätsbibliothek Paderborn, 2019, pp. 233–38.
  short: 'T. Mai, R. Biehler, in: S. Rezat, F. Lianghuo, M. Hattermann, J. Schumacher,
    H. Wuschke (Eds.), Proceedings of the Third International Conference on Mathametics
    Textbook Research and Development, Universitätsbibliothek Paderborn, Paderborn,
    2019, pp. 233–238.'
date_created: 2024-09-25T08:51:50Z
date_updated: 2024-09-25T09:00:47Z
department:
- _id: '363'
editor:
- first_name: S.
  full_name: Rezat, S.
  last_name: Rezat
- first_name: F.
  full_name: Lianghuo, F.
  last_name: Lianghuo
- first_name: M.
  full_name: Hattermann, M.
  last_name: Hattermann
- first_name: J.
  full_name: Schumacher, J.
  last_name: Schumacher
- first_name: H.
  full_name: Wuschke, H.
  last_name: Wuschke
intvolume: '        16'
language:
- iso: eng
main_file_link:
- url: https://vbn.aau.dk/ws/files/319795417/ICMT3_proceedings_third_international_mit_doi.pdf#page=236
page: 233-238
place: Paderborn
publication: Proceedings of the Third International Conference on Mathametics Textbook
  research and Development
publisher: Universitätsbibliothek Paderborn
status: public
title: On the Introduction of Vectors in German Textbooks for Upper Secondary School
type: book_chapter
user_id: '37888'
volume: 16
year: '2019'
...
---
_id: '56255'
author:
- first_name: Leander
  full_name: Kempen, Leander
  last_name: Kempen
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: Kempen L, Biehler R. Fostering first-year pre-service teachers’ proof competencies.
    <i>ZDM</i>. 2019;51(5):731-746. doi:<a href="https://doi.org/10.1007/s11858-019-01035-x">10.1007/s11858-019-01035-x</a>
  apa: Kempen, L., &#38; Biehler, R. (2019). Fostering first-year pre-service teachers’
    proof competencies. <i>ZDM</i>, <i>51</i>(5), 731–746. <a href="https://doi.org/10.1007/s11858-019-01035-x">https://doi.org/10.1007/s11858-019-01035-x</a>
  bibtex: '@article{Kempen_Biehler_2019, title={Fostering first-year pre-service teachers’
    proof competencies}, volume={51}, DOI={<a href="https://doi.org/10.1007/s11858-019-01035-x">10.1007/s11858-019-01035-x</a>},
    number={5}, journal={ZDM}, publisher={Springer Science and Business Media LLC},
    author={Kempen, Leander and Biehler, Rolf}, year={2019}, pages={731–746} }'
  chicago: 'Kempen, Leander, and Rolf Biehler. “Fostering First-Year Pre-Service Teachers’
    Proof Competencies.” <i>ZDM</i> 51, no. 5 (2019): 731–46. <a href="https://doi.org/10.1007/s11858-019-01035-x">https://doi.org/10.1007/s11858-019-01035-x</a>.'
  ieee: 'L. Kempen and R. Biehler, “Fostering first-year pre-service teachers’ proof
    competencies,” <i>ZDM</i>, vol. 51, no. 5, pp. 731–746, 2019, doi: <a href="https://doi.org/10.1007/s11858-019-01035-x">10.1007/s11858-019-01035-x</a>.'
  mla: Kempen, Leander, and Rolf Biehler. “Fostering First-Year Pre-Service Teachers’
    Proof Competencies.” <i>ZDM</i>, vol. 51, no. 5, Springer Science and Business
    Media LLC, 2019, pp. 731–46, doi:<a href="https://doi.org/10.1007/s11858-019-01035-x">10.1007/s11858-019-01035-x</a>.
  short: L. Kempen, R. Biehler, ZDM 51 (2019) 731–746.
date_created: 2024-09-25T08:44:43Z
date_updated: 2024-09-25T08:51:04Z
department:
- _id: '363'
doi: 10.1007/s11858-019-01035-x
intvolume: '        51'
issue: '5'
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/article/10.1007/s11858-019-01035-x
page: 731-746
publication: ZDM
publication_identifier:
  issn:
  - 1863-9690
  - 1863-9704
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Fostering first-year pre-service teachers’ proof competencies
type: journal_article
user_id: '37888'
volume: 51
year: '2019'
...
---
_id: '56256'
author:
- first_name: Elisa
  full_name: Lankeit, Elisa
  last_name: Lankeit
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Lankeit E, Biehler R. Vorstellung einer Aufgabe zu den Zusammenhängen verschiedener
    Differenzierbarkeitsbegriffe im Mehrdimensionalen. In: Klinger M, Schüler-Meyer
    A, Wessel L, eds. <i>Hanse-Kolloquium Zur Hochschuldidaktik Der Mathematik 2018</i>.
    WTM-Verlag; 2019:117-131.'
  apa: Lankeit, E., &#38; Biehler, R. (2019). Vorstellung einer Aufgabe zu den Zusammenhängen
    verschiedener Differenzierbarkeitsbegriffe im Mehrdimensionalen. In M. Klinger,
    A. Schüler-Meyer, &#38; L. Wessel (Eds.), <i>Hanse-Kolloquium zur Hochschuldidaktik
    der Mathematik 2018</i> (pp. 117–131). WTM-Verlag.
  bibtex: '@inbook{Lankeit_Biehler_2019, place={Münster}, title={Vorstellung einer
    Aufgabe zu den Zusammenhängen verschiedener Differenzierbarkeitsbegriffe im Mehrdimensionalen},
    booktitle={Hanse-Kolloquium zur Hochschuldidaktik der Mathematik 2018}, publisher={WTM-Verlag},
    author={Lankeit, Elisa and Biehler, Rolf}, editor={Klinger, M. and Schüler-Meyer,
    A. and Wessel, L.}, year={2019}, pages={117–131} }'
  chicago: 'Lankeit, Elisa, and Rolf Biehler. “Vorstellung Einer Aufgabe Zu Den Zusammenhängen
    Verschiedener Differenzierbarkeitsbegriffe Im Mehrdimensionalen.” In <i>Hanse-Kolloquium
    Zur Hochschuldidaktik Der Mathematik 2018</i>, edited by M. Klinger, A. Schüler-Meyer,
    and L. Wessel, 117–31. Münster: WTM-Verlag, 2019.'
  ieee: 'E. Lankeit and R. Biehler, “Vorstellung einer Aufgabe zu den Zusammenhängen
    verschiedener Differenzierbarkeitsbegriffe im Mehrdimensionalen,” in <i>Hanse-Kolloquium
    zur Hochschuldidaktik der Mathematik 2018</i>, M. Klinger, A. Schüler-Meyer, and
    L. Wessel, Eds. Münster: WTM-Verlag, 2019, pp. 117–131.'
  mla: Lankeit, Elisa, and Rolf Biehler. “Vorstellung Einer Aufgabe Zu Den Zusammenhängen
    Verschiedener Differenzierbarkeitsbegriffe Im Mehrdimensionalen.” <i>Hanse-Kolloquium
    Zur Hochschuldidaktik Der Mathematik 2018</i>, edited by M. Klinger et al., WTM-Verlag,
    2019, pp. 117–31.
  short: 'E. Lankeit, R. Biehler, in: M. Klinger, A. Schüler-Meyer, L. Wessel (Eds.),
    Hanse-Kolloquium Zur Hochschuldidaktik Der Mathematik 2018, WTM-Verlag, Münster,
    2019, pp. 117–131.'
date_created: 2024-09-25T08:50:54Z
date_updated: 2024-09-25T08:51:07Z
department:
- _id: '363'
editor:
- first_name: M.
  full_name: Klinger, M.
  last_name: Klinger
- first_name: A.
  full_name: Schüler-Meyer, A.
  last_name: Schüler-Meyer
- first_name: L.
  full_name: Wessel, L.
  last_name: Wessel
language:
- iso: eng
page: 117-131
place: Münster
publication: Hanse-Kolloquium zur Hochschuldidaktik der Mathematik 2018
publisher: WTM-Verlag
status: public
title: Vorstellung einer Aufgabe zu den Zusammenhängen verschiedener Differenzierbarkeitsbegriffe
  im Mehrdimensionalen
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '56789'
author:
- first_name: Ralf
  full_name: Nieszporek, Ralf
  last_name: Nieszporek
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
- first_name: Birgit
  full_name: Griese, Birgit
  last_name: Griese
citation:
  ama: 'Nieszporek R, Biehler R, Griese B. Developments of teachers’ knowledge facets
    in teaching statistics with digital tools measured with retrospective self-assessment.
    In: Sorto MA, White A, Guyot L, eds. <i>Looking Back, Looking Forward. Proceedings
    of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July,
    2018), Kyoto, Japan</i>. International Statistical Institute; 2019.'
  apa: Nieszporek, R., Biehler, R., &#38; Griese, B. (2019). Developments of teachers’
    knowledge facets in teaching statistics with digital tools measured with retrospective
    self-assessment. In M. A. Sorto, A. White, &#38; L. Guyot (Eds.), <i>Looking back,
    looking forward. Proceedings of the Tenth International Conference on Teaching
    Sta-tistics (ICOTS10, July, 2018), Kyoto, Japan</i>. International Statistical
    Institute.
  bibtex: '@inbook{Nieszporek_Biehler_Griese_2019, place={Voorburg, The Netherlands},
    title={Developments of teachers’ knowledge facets in teaching statistics with
    digital tools measured with retrospective self-assessment}, booktitle={Looking
    back, looking forward. Proceedings of the Tenth International Conference on Teaching
    Sta-tistics (ICOTS10, July, 2018), Kyoto, Japan}, publisher={International Statistical
    Institute}, author={Nieszporek, Ralf and Biehler, Rolf and Griese, Birgit}, editor={Sorto,
    M.A. and White, A. and Guyot, L.}, year={2019} }'
  chicago: 'Nieszporek, Ralf, Rolf Biehler, and Birgit Griese. “Developments of Teachers’
    Knowledge Facets in Teaching Statistics with Digital Tools Measured with Retrospective
    Self-Assessment.” In <i>Looking Back, Looking Forward. Proceedings of the Tenth
    International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto,
    Japan</i>, edited by M.A. Sorto, A. White, and L. Guyot. Voorburg, The Netherlands:
    International Statistical Institute, 2019.'
  ieee: 'R. Nieszporek, R. Biehler, and B. Griese, “Developments of teachers’ knowledge
    facets in teaching statistics with digital tools measured with retrospective self-assessment,”
    in <i>Looking back, looking forward. Proceedings of the Tenth International Conference
    on Teaching Sta-tistics (ICOTS10, July, 2018), Kyoto, Japan</i>, M. A. Sorto,
    A. White, and L. Guyot, Eds. Voorburg, The Netherlands: International Statistical
    Institute, 2019.'
  mla: Nieszporek, Ralf, et al. “Developments of Teachers’ Knowledge Facets in Teaching
    Statistics with Digital Tools Measured with Retrospective Self-Assessment.” <i>Looking
    Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching
    Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan</i>, edited by M.A. Sorto et al.,
    International Statistical Institute, 2019.
  short: 'R. Nieszporek, R. Biehler, B. Griese, in: M.A. Sorto, A. White, L. Guyot
    (Eds.), Looking Back, Looking Forward. Proceedings of the Tenth International
    Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan, International
    Statistical Institute, Voorburg, The Netherlands, 2019.'
date_created: 2024-10-29T11:04:26Z
date_updated: 2024-10-29T11:06:50Z
department:
- _id: '363'
editor:
- first_name: M.A.
  full_name: Sorto, M.A.
  last_name: Sorto
- first_name: A.
  full_name: White, A.
  last_name: White
- first_name: L.
  full_name: Guyot, L.
  last_name: Guyot
language:
- iso: eng
main_file_link:
- url: https://iase-web.org/icots/10/proceedings/pdfs/ICOTS10_C103.pdf
place: Voorburg, The Netherlands
publication: Looking back, looking forward. Proceedings of the Tenth International
  Conference on Teaching Sta-tistics (ICOTS10, July, 2018), Kyoto, Japan
publisher: International Statistical Institute
status: public
title: Developments of teachers’ knowledge facets in teaching statistics with digital
  tools measured with retrospective self-assessment
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '56246'
author:
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Biehler R. The transition from calculus and to analysis—Conceptual analyses
    and supporting steps for students. In: Monaghan J, Nardi E, Dreyfus T, eds. <i>Calculus
    in Upper Secondary and Beginning University Mathematics—Conference Proceedings</i>.
    MatRIC; 2019:4–17.'
  apa: Biehler, R. (2019). The transition from calculus and to analysis—Conceptual
    analyses and supporting steps for students. In J. Monaghan, E. Nardi, &#38; T.
    Dreyfus (Eds.), <i>Calculus in upper secondary and beginning university mathematics—Conference
    proceedings</i> (pp. 4–17). MatRIC.
  bibtex: '@inproceedings{Biehler_2019, place={Kristiansand, Norway}, title={The transition
    from calculus and to analysis—Conceptual analyses and supporting steps for students},
    booktitle={Calculus in upper secondary and beginning university mathematics—Conference
    proceedings}, publisher={MatRIC}, author={Biehler, Rolf}, editor={Monaghan, J.
    and Nardi, E. and Dreyfus, T.}, year={2019}, pages={4–17} }'
  chicago: 'Biehler, Rolf. “The Transition from Calculus and to Analysis—Conceptual
    Analyses and Supporting Steps for Students.” In <i>Calculus in Upper Secondary
    and Beginning University Mathematics—Conference Proceedings</i>, edited by J.
    Monaghan, E. Nardi, and T. Dreyfus, 4–17. Kristiansand, Norway: MatRIC, 2019.'
  ieee: R. Biehler, “The transition from calculus and to analysis—Conceptual analyses
    and supporting steps for students,” in <i>Calculus in upper secondary and beginning
    university mathematics—Conference proceedings</i>, 2019, pp. 4–17.
  mla: Biehler, Rolf. “The Transition from Calculus and to Analysis—Conceptual Analyses
    and Supporting Steps for Students.” <i>Calculus in Upper Secondary and Beginning
    University Mathematics—Conference Proceedings</i>, edited by J. Monaghan et al.,
    MatRIC, 2019, pp. 4–17.
  short: 'R. Biehler, in: J. Monaghan, E. Nardi, T. Dreyfus (Eds.), Calculus in Upper
    Secondary and Beginning University Mathematics—Conference Proceedings, MatRIC,
    Kristiansand, Norway, 2019, pp. 4–17.'
date_created: 2024-09-25T08:14:06Z
date_updated: 2024-11-12T11:05:42Z
ddc:
- '510'
department:
- _id: '363'
editor:
- first_name: J.
  full_name: Monaghan, J.
  last_name: Monaghan
- first_name: E.
  full_name: Nardi, E.
  last_name: Nardi
- first_name: T.
  full_name: Dreyfus, T.
  last_name: Dreyfus
file:
- access_level: closed
  content_type: application/pdf
  creator: krueter
  date_created: 2024-11-12T11:05:25Z
  date_updated: 2024-11-12T11:05:25Z
  file_id: '57000'
  file_name: Biehler_CalcConf2019_Papers_190910.pdf
  file_size: 1765719
  relation: main_file
  success: 1
file_date_updated: 2024-11-12T11:05:25Z
has_accepted_license: '1'
language:
- iso: eng
page: 4–17
place: Kristiansand, Norway
publication: Calculus in upper secondary and beginning university mathematics—Conference
  proceedings
publisher: MatRIC
status: public
title: The transition from calculus and to analysis—Conceptual analyses and supporting
  steps for students
type: conference
user_id: '37888'
year: '2019'
...
---
_id: '14848'
abstract:
- lang: ger
  text: Data Science und Big Data durchdringt in ihren diversen Facetten unser tägliches
    Leben– kaum ein Tag, an dem nicht verschiedene Meldungen über technische Innovationen,
    Einsatzmöglichkeiten von Künstlicher Intelligenz (KI) und Maschinelles Lernen
    (ML) und ihre ethischen sowie gesellschaftlichen Implikationen in den unterschiedlichen
    Medien diskutiert werden. Aus diesem Grund erscheint es uns immens wichtig, diese
    Fragestellungen und Technologien auch in den Unterricht der Sekundarstufe II zu
    integrieren. Um diesem Anspruch gerecht zu werden, entwickelten wir im Rahmen
    eines Forschungsprojekts ein Curriculum, welches wir als konkretes Unterrichtskonzept
    innerhalb eines Projektkurses erprobt, evaluiert weiterentwickelt wird. Bei der
    Implementierung entschieden wir uns, zur aktiven Umsetzung von Konzepten von ML
    als Plattform Jupyter Notebook mit Python zu verwenden, da diese Umgebung durch
    die Verbindung von Code und Hypertext zur Dokumentation und Erklärung Medienbrüche
    im Lernprozess verringern kann. Zudem ist Python zur Implementierung der Methoden
    von ML sehr gut geeignet. Im Themenfeld des ML als Teilgebiet der KI legen wir
    den Fokus auf zwei unterschiedliche Lernverfahren um verschieden Aspekte von ML,
    u.A. wie Nachvollziehbarkeit unter gesellschaftlichen Gesichtspunkten zu vermitteln.
    Diese sind Künstliche Neuronale Netze (bei denen die Berechnung und Bedeutung
    der Kantengewichte zwischen den Neuronen für den Menschen insbesondere bei komplexeren
    Netzen kaum nachvollziehbar erschienen) und Entscheidungsbäume (strukturierte
    und gerichtete Bäume zur Darstellung von Entscheidungsregeln, welche auch für
    Schülerinnen und Schüler meist gut nachvollziehbares und verständliches KI-Modell
    darstellen). In diesem Workshop stellen wir konkrete Umsetzungsbeispiele inklusive
    der Programmierung für beide Verfahren mit Jupyter Notebook und Python als Teil
    einer Unterrichtssequenz vor und diskutieren diese.
author:
- first_name: Michael
  full_name: Schlichtig, Michael
  id: '32312'
  last_name: Schlichtig
  orcid: 0000-0001-6600-6171
- first_name: Simone
  full_name: Opel, Simone
  last_name: Opel
- first_name: Carsten
  full_name: Schulte, Carsten
  last_name: Schulte
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Thomas
  full_name: Wassong, Thomas
  id: '21241'
  last_name: Wassong
citation:
  ama: 'Schlichtig M, Opel S, Schulte C, et al. Maschinelles Lernen im Unterricht
    mit Jupyter Notebook. In: Pasternak A, ed. <i>Informatik für alle</i>. Gesellschaft
    für Informatik; 2019:385.'
  apa: Schlichtig, M., Opel, S., Schulte, C., Biehler, R., Frischemeier, D., Podworny,
    S., &#38; Wassong, T. (2019). Maschinelles Lernen im Unterricht mit Jupyter Notebook.
    In A. Pasternak (Ed.), <i>Informatik für alle</i> (p. 385). Gesellschaft für Informatik.
  bibtex: '@inproceedings{Schlichtig_Opel_Schulte_Biehler_Frischemeier_Podworny_Wassong_2019,
    place={Bonn}, title={Maschinelles Lernen im Unterricht mit Jupyter Notebook},
    booktitle={Informatik für alle}, publisher={Gesellschaft für Informatik}, author={Schlichtig,
    Michael and Opel, Simone and Schulte, Carsten and Biehler, Rolf and Frischemeier,
    Daniel and Podworny, Susanne and Wassong, Thomas}, editor={Pasternak, Arno}, year={2019},
    pages={385} }'
  chicago: 'Schlichtig, Michael, Simone Opel, Carsten Schulte, Rolf Biehler, Daniel
    Frischemeier, Susanne Podworny, and Thomas Wassong. “Maschinelles Lernen im Unterricht
    mit Jupyter Notebook.” In <i>Informatik für alle</i>, edited by Arno Pasternak,
    385. Bonn: Gesellschaft für Informatik, 2019.'
  ieee: M. Schlichtig <i>et al.</i>, “Maschinelles Lernen im Unterricht mit Jupyter
    Notebook,” in <i>Informatik für alle</i>, Dortmund, Germany, 2019, p. 385.
  mla: Schlichtig, Michael, et al. “Maschinelles Lernen im Unterricht mit Jupyter
    Notebook.” <i>Informatik für alle</i>, edited by Arno Pasternak, Gesellschaft
    für Informatik, 2019, p. 385.
  short: 'M. Schlichtig, S. Opel, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny,
    T. Wassong, in: A. Pasternak (Ed.), Informatik für alle, Gesellschaft für Informatik,
    Bonn, 2019, p. 385.'
conference:
  end_date: 2019-09-18
  location: Dortmund, Germany
  name: INFOS 2019
  start_date: 2019-09-16
date_created: 2019-11-07T14:08:13Z
date_updated: 2025-05-25T20:01:30Z
department:
- _id: '67'
- _id: '97'
editor:
- first_name: Arno
  full_name: Pasternak, Arno
  last_name: Pasternak
language:
- iso: ger
main_file_link:
- url: https://dl.gi.de/handle/20.500.12116/28964
page: ' 385 '
place: Bonn
publication: Informatik für alle
publication_identifier:
  isbn:
  - 978-3-88579-682-4
publication_status: published
publisher: Gesellschaft für Informatik
status: public
title: Maschinelles Lernen im Unterricht mit Jupyter Notebook
type: conference
user_id: '21241'
year: '2019'
...
---
_id: '64769'
author:
- first_name: Natalie
  full_name: Nikitin, Natalie
  last_name: Nikitin
citation:
  ama: Nikitin N. Measurable regularity of infinite-dimensional Lie groups based on
    Lusin measurability. Published online 2019.
  apa: Nikitin, N. (2019). <i>Measurable regularity of infinite-dimensional Lie groups
    based on Lusin measurability</i>.
  bibtex: '@article{Nikitin_2019, title={Measurable regularity of infinite-dimensional
    Lie groups based on Lusin measurability}, author={Nikitin, Natalie}, year={2019}
    }'
  chicago: Nikitin, Natalie. “Measurable Regularity of Infinite-Dimensional Lie Groups
    Based on Lusin Measurability,” 2019.
  ieee: N. Nikitin, “Measurable regularity of infinite-dimensional Lie groups based
    on Lusin measurability.” 2019.
  mla: Nikitin, Natalie. <i>Measurable Regularity of Infinite-Dimensional Lie Groups
    Based on Lusin Measurability</i>. 2019.
  short: N. Nikitin, (2019).
date_created: 2026-02-26T21:22:48Z
date_updated: 2026-02-26T21:22:58Z
department:
- _id: '10'
- _id: '87'
- _id: '93'
external_id:
  arxiv:
  - arXiv:1904.10928
language:
- iso: eng
status: public
title: Measurable regularity of infinite-dimensional Lie groups based on Lusin measurability
type: preprint
user_id: '178'
year: '2019'
...
---
_id: '64756'
article_type: original
author:
- first_name: Boris
  full_name: Walter, Boris
  last_name: Walter
citation:
  ama: Walter B. Weighted diffeomorphism groups of Riemannian manifolds. <i>Indagationes
    Mathematicae</i>. 2019;30(4):669–705. doi:<a href="https://doi.org/10.1016/j.indag.2019.03.003">10.1016/j.indag.2019.03.003</a>
  apa: Walter, B. (2019). Weighted diffeomorphism groups of Riemannian manifolds.
    <i>Indagationes Mathematicae</i>, <i>30</i>(4), 669–705. <a href="https://doi.org/10.1016/j.indag.2019.03.003">https://doi.org/10.1016/j.indag.2019.03.003</a>
  bibtex: '@article{Walter_2019, title={Weighted diffeomorphism groups of Riemannian
    manifolds}, volume={30}, DOI={<a href="https://doi.org/10.1016/j.indag.2019.03.003">10.1016/j.indag.2019.03.003</a>},
    number={4}, journal={Indagationes Mathematicae}, author={Walter, Boris}, year={2019},
    pages={669–705} }'
  chicago: 'Walter, Boris. “Weighted Diffeomorphism Groups of Riemannian Manifolds.”
    <i>Indagationes Mathematicae</i> 30, no. 4 (2019): 669–705. <a href="https://doi.org/10.1016/j.indag.2019.03.003">https://doi.org/10.1016/j.indag.2019.03.003</a>.'
  ieee: 'B. Walter, “Weighted diffeomorphism groups of Riemannian manifolds,” <i>Indagationes
    Mathematicae</i>, vol. 30, no. 4, pp. 669–705, 2019, doi: <a href="https://doi.org/10.1016/j.indag.2019.03.003">10.1016/j.indag.2019.03.003</a>.'
  mla: Walter, Boris. “Weighted Diffeomorphism Groups of Riemannian Manifolds.” <i>Indagationes
    Mathematicae</i>, vol. 30, no. 4, 2019, pp. 669–705, doi:<a href="https://doi.org/10.1016/j.indag.2019.03.003">10.1016/j.indag.2019.03.003</a>.
  short: B. Walter, Indagationes Mathematicae 30 (2019) 669–705.
date_created: 2026-02-26T20:43:34Z
date_updated: 2026-02-27T07:09:17Z
department:
- _id: '10'
- _id: '87'
- _id: '93'
doi: 10.1016/j.indag.2019.03.003
intvolume: '        30'
issue: '4'
keyword:
- 58D05
- 57S05
- '22E65'
- 58D15
- 58B10
language:
- iso: eng
page: 669–705
publication: Indagationes Mathematicae
publication_identifier:
  issn:
  - 0019-3577
quality_controlled: '1'
status: public
title: Weighted diffeomorphism groups of Riemannian manifolds
type: journal_article
user_id: '178'
volume: 30
year: '2019'
...
---
_id: '64630'
article_type: original
author:
- first_name: Helge
  full_name: Glöckner, Helge
  id: '178'
  last_name: Glöckner
citation:
  ama: Glöckner H. Completeness of infinite-dimensional Lie groups in their left uniformity.
    <i>Canadian Journal of Mathematics</i>. 2019;71(1):131–152. doi:<a href="https://doi.org/10.4153/CJM-2017-048-5">10.4153/CJM-2017-048-5</a>
  apa: Glöckner, H. (2019). Completeness of infinite-dimensional Lie groups in their
    left uniformity. <i>Canadian Journal of Mathematics</i>, <i>71</i>(1), 131–152.
    <a href="https://doi.org/10.4153/CJM-2017-048-5">https://doi.org/10.4153/CJM-2017-048-5</a>
  bibtex: '@article{Glöckner_2019, title={Completeness of infinite-dimensional Lie
    groups in their left uniformity}, volume={71}, DOI={<a href="https://doi.org/10.4153/CJM-2017-048-5">10.4153/CJM-2017-048-5</a>},
    number={1}, journal={Canadian Journal of Mathematics}, author={Glöckner, Helge},
    year={2019}, pages={131–152} }'
  chicago: 'Glöckner, Helge. “Completeness of Infinite-Dimensional Lie Groups in Their
    Left Uniformity.” <i>Canadian Journal of Mathematics</i> 71, no. 1 (2019): 131–152.
    <a href="https://doi.org/10.4153/CJM-2017-048-5">https://doi.org/10.4153/CJM-2017-048-5</a>.'
  ieee: 'H. Glöckner, “Completeness of infinite-dimensional Lie groups in their left
    uniformity,” <i>Canadian Journal of Mathematics</i>, vol. 71, no. 1, pp. 131–152,
    2019, doi: <a href="https://doi.org/10.4153/CJM-2017-048-5">10.4153/CJM-2017-048-5</a>.'
  mla: Glöckner, Helge. “Completeness of Infinite-Dimensional Lie Groups in Their
    Left Uniformity.” <i>Canadian Journal of Mathematics</i>, vol. 71, no. 1, 2019,
    pp. 131–152, doi:<a href="https://doi.org/10.4153/CJM-2017-048-5">10.4153/CJM-2017-048-5</a>.
  short: H. Glöckner, Canadian Journal of Mathematics 71 (2019) 131–152.
date_created: 2026-02-26T07:03:36Z
date_updated: 2026-02-27T08:33:56Z
department:
- _id: '10'
- _id: '87'
- _id: '93'
doi: 10.4153/CJM-2017-048-5
intvolume: '        71'
issue: '1'
keyword:
- '22E65'
- 22A05
- '22E67'
- 46A13
- 46M40
- 58D05
language:
- iso: eng
page: 131–152
publication: Canadian Journal of Mathematics
publication_identifier:
  issn:
  - 0008-414X
quality_controlled: '1'
status: public
title: Completeness of infinite-dimensional Lie groups in their left uniformity
type: journal_article
user_id: '178'
volume: 71
year: '2019'
...
---
_id: '62712'
author:
- first_name: Simone
  full_name: Opel, Simone
  last_name: Opel
- first_name: Michael
  full_name: Schlichtig, Michael
  last_name: Schlichtig
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Thomas
  full_name: Wassong, Thomas
  id: '21241'
  last_name: Wassong
citation:
  ama: 'Opel S, Schlichtig M, Schulte C, et al. Entwicklung und Reflexion einer Unterrichtssequenz
    zum Maschinellen Lernen als Aspekt von Data Science in der Sekundarstufe II. In:
    Pasternak A, ed. <i>Informatik für alle - 18. GI-Fachtagung Informatik und Schule,
    16.-18. September 2019, Dortmund</i>. Gesellschaft für Informatik; 2019:285–294.
    doi:<a href="https://doi.org/10.18420/infos2019-c14">10.18420/infos2019-c14</a>'
  apa: Opel, S., Schlichtig, M., Schulte, C., Biehler, R., Frischemeier, D., Podworny,
    S., &#38; Wassong, T. (2019). Entwicklung und Reflexion einer Unterrichtssequenz
    zum Maschinellen Lernen als Aspekt von Data Science in der Sekundarstufe II. In
    A. Pasternak (Ed.), <i>Informatik für alle - 18. GI-Fachtagung Informatik und
    Schule, 16.-18. September 2019, Dortmund</i> (pp. 285–294). Gesellschaft für Informatik.
    <a href="https://doi.org/10.18420/infos2019-c14">https://doi.org/10.18420/infos2019-c14</a>
  bibtex: '@inbook{Opel_Schlichtig_Schulte_Biehler_Frischemeier_Podworny_Wassong_2019,
    title={Entwicklung und Reflexion einer Unterrichtssequenz zum Maschinellen Lernen
    als Aspekt von Data Science in der Sekundarstufe II}, DOI={<a href="https://doi.org/10.18420/infos2019-c14">10.18420/infos2019-c14</a>},
    booktitle={Informatik für alle - 18. GI-Fachtagung Informatik und Schule, 16.-18.
    September 2019, Dortmund}, publisher={Gesellschaft für Informatik}, author={Opel,
    Simone and Schlichtig, Michael and Schulte, Carsten and Biehler, Rolf and Frischemeier,
    Daniel and Podworny, Susanne and Wassong, Thomas}, editor={Pasternak, A.}, year={2019},
    pages={285–294} }'
  chicago: Opel, Simone, Michael Schlichtig, Carsten Schulte, Rolf Biehler, Daniel
    Frischemeier, Susanne Podworny, and Thomas Wassong. “Entwicklung und Reflexion
    einer Unterrichtssequenz zum Maschinellen Lernen als Aspekt von Data Science in
    der Sekundarstufe II.” In <i>Informatik für alle - 18. GI-Fachtagung Informatik
    und Schule, 16.-18. September 2019, Dortmund</i>, edited by A. Pasternak, 285–294.
    Gesellschaft für Informatik, 2019. <a href="https://doi.org/10.18420/infos2019-c14">https://doi.org/10.18420/infos2019-c14</a>.
  ieee: S. Opel <i>et al.</i>, “Entwicklung und Reflexion einer Unterrichtssequenz
    zum Maschinellen Lernen als Aspekt von Data Science in der Sekundarstufe II,”
    in <i>Informatik für alle - 18. GI-Fachtagung Informatik und Schule, 16.-18. September
    2019, Dortmund</i>, A. Pasternak, Ed. Gesellschaft für Informatik, 2019, pp. 285–294.
  mla: Opel, Simone, et al. “Entwicklung und Reflexion einer Unterrichtssequenz zum
    Maschinellen Lernen als Aspekt von Data Science in der Sekundarstufe II.” <i>Informatik
    für alle - 18. GI-Fachtagung Informatik und Schule, 16.-18. September 2019, Dortmund</i>,
    edited by A. Pasternak, Gesellschaft für Informatik, 2019, pp. 285–294, doi:<a
    href="https://doi.org/10.18420/infos2019-c14">10.18420/infos2019-c14</a>.
  short: 'S. Opel, M. Schlichtig, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny,
    T. Wassong, in: A. Pasternak (Ed.), Informatik für alle - 18. GI-Fachtagung Informatik
    und Schule, 16.-18. September 2019, Dortmund, Gesellschaft für Informatik, 2019,
    pp. 285–294.'
date_created: 2025-12-01T08:03:19Z
date_updated: 2025-12-01T08:30:39Z
department:
- _id: '363'
doi: 10.18420/infos2019-c14
editor:
- first_name: A.
  full_name: Pasternak, A.
  last_name: Pasternak
language:
- iso: ger
page: 285–294
publication: Informatik für alle - 18. GI-Fachtagung Informatik und Schule, 16.-18.
  September 2019, Dortmund
publication_identifier:
  isbn:
  - 978-3-88579-682-4
publisher: Gesellschaft für Informatik
status: public
title: Entwicklung und Reflexion einer Unterrichtssequenz zum Maschinellen Lernen
  als Aspekt von Data Science in der Sekundarstufe II
type: book_chapter
user_id: '37888'
year: '2019'
...
---
_id: '8482'
author:
- first_name: Benjamin
  full_name: Jurgelucks, Benjamin
  last_name: Jurgelucks
- first_name: Veronika
  full_name: Schulze, Veronika
  last_name: Schulze
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
citation:
  ama: Jurgelucks B, Schulze V, Feldmann N, Claes L. <i>Arbitrary Sensitivity for
    Inverse Problems in Piezoelectricity</i>.; 2019.
  apa: Jurgelucks, B., Schulze, V., Feldmann, N., &#38; Claes, L. (2019). <i>Arbitrary
    sensitivity for inverse problems in piezoelectricity</i>.
  bibtex: '@book{Jurgelucks_Schulze_Feldmann_Claes_2019, place={GAMM Annual Meeting,
    Wien}, title={Arbitrary sensitivity for inverse problems in piezoelectricity},
    author={Jurgelucks, Benjamin and Schulze, Veronika and Feldmann, Nadine and Claes,
    Leander}, year={2019} }'
  chicago: Jurgelucks, Benjamin, Veronika Schulze, Nadine Feldmann, and Leander Claes.
    <i>Arbitrary Sensitivity for Inverse Problems in Piezoelectricity</i>. GAMM Annual
    Meeting, Wien, 2019.
  ieee: B. Jurgelucks, V. Schulze, N. Feldmann, and L. Claes, <i>Arbitrary sensitivity
    for inverse problems in piezoelectricity</i>. GAMM Annual Meeting, Wien, 2019.
  mla: Jurgelucks, Benjamin, et al. <i>Arbitrary Sensitivity for Inverse Problems
    in Piezoelectricity</i>. 2019.
  short: B. Jurgelucks, V. Schulze, N. Feldmann, L. Claes, Arbitrary Sensitivity for
    Inverse Problems in Piezoelectricity, GAMM Annual Meeting, Wien, 2019.
date_created: 2019-03-08T13:20:14Z
date_updated: 2026-01-05T07:53:43Z
department:
- _id: '104'
- _id: '49'
language:
- iso: eng
place: GAMM Annual Meeting, Wien
project:
- _id: '90'
  name: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
status: public
title: Arbitrary sensitivity for inverse problems in piezoelectricity
type: misc
user_id: '11829'
year: '2019'
...
---
_id: '19935'
abstract:
- lang: eng
  text: 'A bifurcation is a qualitative change in a family of solutions to an equation
    produced by varying parameters. In contrast to the local bifurcations of dynamical
    systems that are often related to a change in the number or stability of equilibria,
    bifurcations of boundary value problems are global in nature and may not be related
    to any obvious change in dynamical behaviour. Catastrophe theory is a well-developed
    framework which studies the bifurcations of critical points of functions. In this
    paper we study the bifurcations of solutions of boundary-value problems for symplectic
    maps, using the language of (finite-dimensional) singularity theory. We associate
    certain such problems with a geometric picture involving the intersection of Lagrangian
    submanifolds, and hence with the critical points of a suitable generating function.
    Within this framework, we then study the effect of three special cases: (i) some
    common boundary conditions, such as Dirichlet boundary conditions for second-order
    systems, restrict the possible types of bifurcations (for example, in generic
    planar systems only the A-series beginning with folds and cusps can occur); (ii)
    integrable systems, such as planar Hamiltonian systems, can exhibit a novel periodic
    pitchfork bifurcation; and (iii) systems with Hamiltonian symmetries or reversing
    symmetries can exhibit restricted bifurcations associated with the symmetry. This
    approach offers an alternative to the analysis of critical points in function
    spaces, typically used in the study of bifurcation of variational problems, and
    opens the way to the detection of more exotic bifurcations than the simple folds
    and cusps that are often found in examples. '
article_type: original
author:
- first_name: Robert I
  full_name: McLachlan, Robert I
  last_name: McLachlan
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: https://orcid.org/0000-0002-5940-8057
citation:
  ama: McLachlan RI, Offen C. Bifurcation of solutions to Hamiltonian boundary value
    problems. <i>Nonlinearity</i>. 2018:2895-2927. doi:<a href="https://doi.org/10.1088/1361-6544/aab630">10.1088/1361-6544/aab630</a>
  apa: McLachlan, R. I., &#38; Offen, C. (2018). Bifurcation of solutions to Hamiltonian
    boundary value problems. <i>Nonlinearity</i>, 2895–2927. <a href="https://doi.org/10.1088/1361-6544/aab630">https://doi.org/10.1088/1361-6544/aab630</a>
  bibtex: '@article{McLachlan_Offen_2018, title={Bifurcation of solutions to Hamiltonian
    boundary value problems}, DOI={<a href="https://doi.org/10.1088/1361-6544/aab630">10.1088/1361-6544/aab630</a>},
    journal={Nonlinearity}, author={McLachlan, Robert I and Offen, Christian}, year={2018},
    pages={2895–2927} }'
  chicago: McLachlan, Robert I, and Christian Offen. “Bifurcation of Solutions to
    Hamiltonian Boundary Value Problems.” <i>Nonlinearity</i>, 2018, 2895–2927. <a
    href="https://doi.org/10.1088/1361-6544/aab630">https://doi.org/10.1088/1361-6544/aab630</a>.
  ieee: R. I. McLachlan and C. Offen, “Bifurcation of solutions to Hamiltonian boundary
    value problems,” <i>Nonlinearity</i>, pp. 2895–2927, 2018.
  mla: McLachlan, Robert I., and Christian Offen. “Bifurcation of Solutions to Hamiltonian
    Boundary Value Problems.” <i>Nonlinearity</i>, 2018, pp. 2895–927, doi:<a href="https://doi.org/10.1088/1361-6544/aab630">10.1088/1361-6544/aab630</a>.
  short: R.I. McLachlan, C. Offen, Nonlinearity (2018) 2895–2927.
date_created: 2020-10-06T16:28:36Z
date_updated: 2022-01-06T06:54:14Z
department:
- _id: '636'
doi: 10.1088/1361-6544/aab630
extern: '1'
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.1088/1361-6544/aab630
page: 2895-2927
publication: Nonlinearity
publication_identifier:
  issn:
  - 0951-7715
  - 1361-6544
publication_status: published
status: public
title: Bifurcation of solutions to Hamiltonian boundary value problems
type: journal_article
user_id: '85279'
year: '2018'
...
