---
_id: '65622'
citation:
  ama: Bürgel C, Heiderich J, Koch C, Schlaak C, Visser J, eds. <i>Zeitschrift Für
    Romanische Sprachen Und Ihre Didaktik</i>. Vol 18,2.; 2024.
  apa: 'Bürgel, C., Heiderich, J., Koch, C., Schlaak, C., &#38; Visser, J. (Eds.).
    (2024). <i>Zeitschrift für Romanische Sprachen und ihre Didaktik: Vol. 18,2</i>.'
  bibtex: '@book{Bürgel_Heiderich_Koch_Schlaak_Visser_2024, title={Zeitschrift für
    Romanische Sprachen und ihre Didaktik}, volume={18,2}, year={2024} }'
  chicago: Bürgel, Christoph, Jens Heiderich, Corinna Koch, Claudia Schlaak, and Judith
    Visser, eds. <i>Zeitschrift Für Romanische Sprachen Und Ihre Didaktik</i>. Vol.
    18,2, 2024.
  ieee: C. Bürgel, J. Heiderich, C. Koch, C. Schlaak, and J. Visser, Eds., <i>Zeitschrift
    für Romanische Sprachen und ihre Didaktik</i>, vol. 18,2. 2024.
  mla: Bürgel, Christoph, et al., editors. <i>Zeitschrift Für Romanische Sprachen
    Und Ihre Didaktik</i>. 2024.
  short: C. Bürgel, J. Heiderich, C. Koch, C. Schlaak, J. Visser, eds., Zeitschrift
    Für Romanische Sprachen Und Ihre Didaktik, 2024.
date_created: 2026-05-13T13:42:23Z
date_updated: 2026-05-13T13:50:43Z
editor:
- first_name: Christoph
  full_name: Bürgel, Christoph
  id: '58448'
  last_name: Bürgel
- first_name: Jens
  full_name: Heiderich, Jens
  last_name: Heiderich
- first_name: Corinna
  full_name: Koch, Corinna
  last_name: Koch
- first_name: Claudia
  full_name: Schlaak, Claudia
  last_name: Schlaak
- first_name: Judith
  full_name: Visser, Judith
  last_name: Visser
language:
- iso: eng
status: public
title: Zeitschrift für Romanische Sprachen und ihre Didaktik
type: book_editor
user_id: '43976'
volume: 18,2
year: '2024'
...
---
_id: '50273'
abstract:
- lang: eng
  text: "The Polynomial-Time Hierarchy ($\\mathsf{PH}$) is a staple of classical\r\ncomplexity
    theory, with applications spanning randomized computation to circuit\r\nlower
    bounds to ''quantum advantage'' analyses for near-term quantum computers.\r\nQuantumly,
    however, despite the fact that at least \\emph{four} definitions of\r\nquantum
    $\\mathsf{PH}$ exist, it has been challenging to prove analogues for\r\nthese
    of even basic facts from $\\mathsf{PH}$. This work studies three\r\nquantum-verifier
    based generalizations of $\\mathsf{PH}$, two of which are from\r\n[Gharibian,
    Santha, Sikora, Sundaram, Yirka, 2022] and use classical strings\r\n($\\mathsf{QCPH}$)
    and quantum mixed states ($\\mathsf{QPH}$) as proofs, and one\r\nof which is new
    to this work, utilizing quantum pure states\r\n($\\mathsf{pureQPH}$) as proofs.
    We first resolve several open problems from\r\n[GSSSY22], including a collapse
    theorem and a Karp-Lipton theorem for\r\n$\\mathsf{QCPH}$. Then, for our new class
    $\\mathsf{pureQPH}$, we show one-sided\r\nerror reduction for $\\mathsf{pureQPH}$,
    as well as the first bounds relating\r\nthese quantum variants of $\\mathsf{PH}$,
    namely $\\mathsf{QCPH}\\subseteq\r\n\\mathsf{pureQPH} \\subseteq \\mathsf{EXP}^{\\mathsf{PP}}$."
author:
- first_name: Avantika
  full_name: Agarwal, Avantika
  last_name: Agarwal
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
- first_name: Venkata
  full_name: Koppula, Venkata
  last_name: Koppula
- first_name: Dorian
  full_name: Rudolph, Dorian
  id: '57863'
  last_name: Rudolph
citation:
  ama: 'Agarwal A, Gharibian S, Koppula V, Rudolph D. Quantum Polynomial Hierarchies:
    Karp-Lipton, error reduction, and lower  bounds. In: <i>Proceedings of 49th International
    Symposium on Mathematical Foundations of Computer Science (MFCS)</i>. Vol 306.
    ; 2024:7-17. doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>'
  apa: 'Agarwal, A., Gharibian, S., Koppula, V., &#38; Rudolph, D. (2024). Quantum
    Polynomial Hierarchies: Karp-Lipton, error reduction, and lower  bounds. <i>Proceedings
    of 49th International Symposium on Mathematical Foundations of Computer Science
    (MFCS)</i>, <i>306</i>(7), 7–17. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">https://doi.org/10.4230/LIPIcs.MFCS.2024.7</a>'
  bibtex: '@inproceedings{Agarwal_Gharibian_Koppula_Rudolph_2024, title={Quantum Polynomial
    Hierarchies: Karp-Lipton, error reduction, and lower  bounds}, volume={306}, DOI={<a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>},
    number={7}, booktitle={Proceedings of 49th International Symposium on Mathematical
    Foundations of Computer Science (MFCS)}, author={Agarwal, Avantika and Gharibian,
    Sevag and Koppula, Venkata and Rudolph, Dorian}, year={2024}, pages={7–17} }'
  chicago: 'Agarwal, Avantika, Sevag Gharibian, Venkata Koppula, and Dorian Rudolph.
    “Quantum Polynomial Hierarchies: Karp-Lipton, Error Reduction, and Lower  Bounds.”
    In <i>Proceedings of 49th International Symposium on Mathematical Foundations
    of Computer Science (MFCS)</i>, 306:7–17, 2024. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">https://doi.org/10.4230/LIPIcs.MFCS.2024.7</a>.'
  ieee: 'A. Agarwal, S. Gharibian, V. Koppula, and D. Rudolph, “Quantum Polynomial
    Hierarchies: Karp-Lipton, error reduction, and lower  bounds,” in <i>Proceedings
    of 49th International Symposium on Mathematical Foundations of Computer Science
    (MFCS)</i>, 2024, vol. 306, no. 7, pp. 7–17, doi: <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>.'
  mla: 'Agarwal, Avantika, et al. “Quantum Polynomial Hierarchies: Karp-Lipton, Error
    Reduction, and Lower  Bounds.” <i>Proceedings of 49th International Symposium
    on Mathematical Foundations of Computer Science (MFCS)</i>, vol. 306, no. 7, 2024,
    pp. 7–17, doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>.'
  short: 'A. Agarwal, S. Gharibian, V. Koppula, D. Rudolph, in: Proceedings of 49th
    International Symposium on Mathematical Foundations of Computer Science (MFCS),
    2024, pp. 7–17.'
date_created: 2024-01-07T20:09:32Z
date_updated: 2026-05-15T08:39:23Z
department:
- _id: '7'
- _id: '623'
doi: 10.4230/LIPIcs.MFCS.2024.7
external_id:
  arxiv:
  - '2401.01633'
intvolume: '       306'
issue: '7'
language:
- iso: eng
page: 7-17
publication: Proceedings of 49th International Symposium on Mathematical Foundations
  of Computer Science (MFCS)
publication_status: published
status: public
title: 'Quantum Polynomial Hierarchies: Karp-Lipton, error reduction, and lower  bounds'
type: conference
user_id: '71541'
volume: 306
year: '2024'
...
---
_id: '50406'
abstract:
- lang: eng
  text: "What is the power of polynomial-time quantum computation with access to an
    NP\r\noracle? In this work, we focus on two fundamental tasks from the study of\r\nBoolean
    satisfiability (SAT) problems: search-to-decision reductions, and\r\napproximate
    counting. We first show that, in strong contrast to the classical\r\nsetting where
    a poly-time Turing machine requires $\\Theta(n)$ queries to an NP\r\noracle to
    compute a witness to a given SAT formula, quantumly $\\Theta(\\log n)$\r\nqueries
    suffice. We then show this is tight in the black-box model - any\r\nquantum algorithm
    with \"NP-like\" query access to a formula requires\r\n$\\Omega(\\log n)$ queries
    to extract a solution with constant probability.\r\nMoving to approximate counting
    of SAT solutions, by exploiting a quantum link\r\nbetween search-to-decision reductions
    and approximate counting, we show that\r\nexisting classical approximate counting
    algorithms are likely optimal. First,\r\nwe give a lower bound in the \"NP-like\"
    black-box query setting: Approximate\r\ncounting requires $\\Omega(\\log n)$ queries,
    even on a quantum computer. We then\r\ngive a \"white-box\" lower bound (i.e.
    where the input formula is not hidden in\r\nthe oracle) - if there exists a randomized
    poly-time classical or quantum\r\nalgorithm for approximate counting making $o(log
    n)$ NP queries, then\r\n$\\text{BPP}^{\\text{NP}[o(n)]}$ contains a $\\text{P}^{\\text{NP}}$-complete\r\nproblem
    if the algorithm is classical and $\\text{FBQP}^{\\text{NP}[o(n)]}$\r\ncontains
    an $\\text{FP}^{\\text{NP}}$-complete problem if the algorithm is\r\nquantum."
author:
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
- first_name: Jonas
  full_name: Kamminga, Jonas
  last_name: Kamminga
citation:
  ama: 'Gharibian S, Kamminga J. BQP, meet NP: Search-to-decision reductions and approximate
    counting. In: <i>Proceedings of 51st EATCS International Colloquium on Automata,
    Languages and Programming (ICALP)</i>. Vol 297. ; 2024:1-19.'
  apa: 'Gharibian, S., &#38; Kamminga, J. (2024). BQP, meet NP: Search-to-decision
    reductions and approximate counting. <i>Proceedings of 51st EATCS International
    Colloquium on Automata, Languages and Programming (ICALP)</i>, <i>297</i>(70),
    1–19.'
  bibtex: '@inproceedings{Gharibian_Kamminga_2024, title={BQP, meet NP: Search-to-decision
    reductions and approximate counting}, volume={297}, number={70}, booktitle={Proceedings
    of 51st EATCS International Colloquium on Automata, Languages and Programming
    (ICALP)}, author={Gharibian, Sevag and Kamminga, Jonas}, year={2024}, pages={1–19}
    }'
  chicago: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision
    Reductions and Approximate Counting.” In <i>Proceedings of 51st EATCS International
    Colloquium on Automata, Languages and Programming (ICALP)</i>, 297:1–19, 2024.'
  ieee: 'S. Gharibian and J. Kamminga, “BQP, meet NP: Search-to-decision reductions
    and approximate counting,” in <i>Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP)</i>, 2024, vol. 297, no. 70, pp.
    1–19.'
  mla: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision Reductions
    and Approximate Counting.” <i>Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP)</i>, vol. 297, no. 70, 2024, pp.
    1–19.'
  short: 'S. Gharibian, J. Kamminga, in: Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP), 2024, pp. 1–19.'
date_created: 2024-01-09T13:59:44Z
date_updated: 2026-05-15T08:41:59Z
department:
- _id: '7'
- _id: '623'
external_id:
  arxiv:
  - '2401.03943'
intvolume: '       297'
issue: '70'
language:
- iso: eng
page: 1-19
publication: Proceedings of 51st EATCS International Colloquium on Automata, Languages
  and Programming (ICALP)
publication_status: published
status: public
title: 'BQP, meet NP: Search-to-decision reductions and approximate counting'
type: conference
user_id: '71541'
volume: 297
year: '2024'
...
---
_id: '56944'
abstract:
- lang: eng
  text: "Quantum Max Cut (QMC), also known as the quantum anti-ferromagnetic\r\nHeisenberg
    model, is a QMA-complete problem relevant to quantum many-body\r\nphysics and
    computer science. Semidefinite programming relaxations have been\r\nfruitful in
    designing theoretical approximation algorithms for QMC, but are\r\ncomputationally
    expensive for systems beyond tens of qubits. We give a second\r\norder cone relaxation
    for QMC, which optimizes over the set of mutually\r\nconsistent three-qubit reduced
    density matrices. In combination with Pauli\r\nlevel-$1$ of the quantum Lasserre
    hierarchy, the relaxation achieves an\r\napproximation ratio of $0.526$ to the
    ground state energy. Our relaxation is\r\nsolvable on systems with hundreds of
    qubits and paves the way to\r\ncomputationally efficient lower and upper bounds
    on the ground state energy of\r\nlarge-scale quantum spin systems."
author:
- first_name: Felix
  full_name: Huber, Felix
  last_name: Huber
- first_name: Kevin
  full_name: Thompson, Kevin
  last_name: Thompson
- first_name: Ojas
  full_name: Parekh, Ojas
  last_name: Parekh
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
citation:
  ama: Huber F, Thompson K, Parekh O, Gharibian S. Second order cone relaxations for
    quantum Max Cut. <i>arXiv:241104120</i>. Published online 2024.
  apa: Huber, F., Thompson, K., Parekh, O., &#38; Gharibian, S. (2024). Second order
    cone relaxations for quantum Max Cut. In <i>arXiv:2411.04120</i>.
  bibtex: '@article{Huber_Thompson_Parekh_Gharibian_2024, title={Second order cone
    relaxations for quantum Max Cut}, journal={arXiv:2411.04120}, author={Huber, Felix
    and Thompson, Kevin and Parekh, Ojas and Gharibian, Sevag}, year={2024} }'
  chicago: Huber, Felix, Kevin Thompson, Ojas Parekh, and Sevag Gharibian. “Second
    Order Cone Relaxations for Quantum Max Cut.” <i>ArXiv:2411.04120</i>, 2024.
  ieee: F. Huber, K. Thompson, O. Parekh, and S. Gharibian, “Second order cone relaxations
    for quantum Max Cut,” <i>arXiv:2411.04120</i>. 2024.
  mla: Huber, Felix, et al. “Second Order Cone Relaxations for Quantum Max Cut.” <i>ArXiv:2411.04120</i>,
    2024.
  short: F. Huber, K. Thompson, O. Parekh, S. Gharibian, ArXiv:2411.04120 (2024).
date_created: 2024-11-07T12:09:37Z
date_updated: 2026-05-15T08:41:38Z
department:
- _id: '7'
- _id: '623'
external_id:
  arxiv:
  - '2411.04120'
language:
- iso: eng
publication: arXiv:2411.04120
status: public
title: Second order cone relaxations for quantum Max Cut
type: preprint
user_id: '71541'
year: '2024'
...
---
_id: '48544'
abstract:
- lang: eng
  text: 'When it comes to NP, its natural definition, its wide applicability across
    scientific disciplines, and its timeless relevance, the writing is on the wall:
    There can be only one. Quantum NP, on the other hand, is clearly the apple that
    fell far from the tree of NP. Two decades since the first definitions of quantum
    NP started rolling in, quantum complexity theorists face a stark reality: There''s
    QMA, QCMA, QMA1, QMA(2), StoqMA, and NQP. In this article aimed at a general theoretical
    computer science audience, I survey these various definitions of quantum NP, their
    strengths and weaknesses, and why most of them, for better or worse, actually
    appear to fit naturally into the complexity zoo.'
article_type: review
author:
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
citation:
  ama: 'Gharibian S. Guest Column: The 7 faces of quantum NP. <i>ACM SIGACT News</i>.
    2024;54(4):54-91.'
  apa: 'Gharibian, S. (2024). Guest Column: The 7 faces of quantum NP. <i>ACM SIGACT
    News</i>, <i>54</i>(4), 54–91.'
  bibtex: '@article{Gharibian_2024, title={Guest Column: The 7 faces of quantum NP},
    volume={54}, number={4}, journal={ACM SIGACT News}, author={Gharibian, Sevag},
    year={2024}, pages={54–91} }'
  chicago: 'Gharibian, Sevag. “Guest Column: The 7 Faces of Quantum NP.” <i>ACM SIGACT
    News</i> 54, no. 4 (2024): 54–91.'
  ieee: 'S. Gharibian, “Guest Column: The 7 faces of quantum NP,” <i>ACM SIGACT News</i>,
    vol. 54, no. 4, pp. 54–91, 2024.'
  mla: 'Gharibian, Sevag. “Guest Column: The 7 Faces of Quantum NP.” <i>ACM SIGACT
    News</i>, vol. 54, no. 4, 2024, pp. 54–91.'
  short: S. Gharibian, ACM SIGACT News 54 (2024) 54–91.
date_created: 2023-10-30T12:19:11Z
date_updated: 2026-05-15T08:42:54Z
department:
- _id: '7'
- _id: '623'
intvolume: '        54'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2310.18010
oa: '1'
page: 54-91
publication: ACM SIGACT News
publication_status: published
related_material:
  link:
  - relation: confirmation
    url: https://dl.acm.org/doi/abs/10.1145/3639528.3639535
status: public
title: 'Guest Column: The 7 faces of quantum NP'
type: journal_article
user_id: '71541'
volume: 54
year: '2024'
...
---
_id: '65638'
author:
- first_name: Andre
  full_name: Gövert, Andre
  last_name: Gövert
- first_name: Constanze
  full_name: Niederhaus, Constanze
  last_name: Niederhaus
- first_name: Eva
  full_name: Blumberg, Eva
  last_name: Blumberg
citation:
  ama: 'Gövert A, Niederhaus C, Blumberg E. Professionalisierung für Sprachbildung
    aus Sicht von Sachunterrichtsstudierenden – Langzeitwirkungen eines Vertiefungsseminars
    in der ersten Phase der sachunterrichtsdidaktischen Lehrer*innenbildung. . In:
    Blumberg E, Constanze N, Anne M, eds. <i>Mehrsprachigkeit in Der Schule: Sprachbildung
    Im Und Durch Sachunterricht</i>. Kohlhammer; 2024:295--309.'
  apa: 'Gövert, A., Niederhaus, C., &#38; Blumberg, E. (2024). Professionalisierung
    für Sprachbildung aus Sicht von Sachunterrichtsstudierenden – Langzeitwirkungen
    eines Vertiefungsseminars in der ersten Phase der sachunterrichtsdidaktischen
    Lehrer*innenbildung. . In E. Blumberg, N. Constanze, &#38; M. Anne (Eds.), <i>Mehrsprachigkeit
    in der Schule: Sprachbildung im und durch Sachunterricht</i> (pp. 295--309). Kohlhammer.'
  bibtex: '@inbook{Gövert_Niederhaus_Blumberg_2024, place={Stuttgart}, title={Professionalisierung
    für Sprachbildung aus Sicht von Sachunterrichtsstudierenden – Langzeitwirkungen
    eines Vertiefungsseminars in der ersten Phase der sachunterrichtsdidaktischen
    Lehrer*innenbildung. }, booktitle={Mehrsprachigkeit in der Schule: Sprachbildung
    im und durch Sachunterricht}, publisher={Kohlhammer}, author={Gövert, Andre and
    Niederhaus, Constanze and Blumberg, Eva}, editor={Blumberg, Eva and Constanze,
    Niederhaus and Anne, Mischendahl}, year={2024}, pages={295--309} }'
  chicago: 'Gövert, Andre, Constanze Niederhaus, and Eva Blumberg. “Professionalisierung
    Für Sprachbildung Aus Sicht von Sachunterrichtsstudierenden – Langzeitwirkungen
    Eines Vertiefungsseminars in Der Ersten Phase Der Sachunterrichtsdidaktischen
    Lehrer*innenbildung. .” In <i>Mehrsprachigkeit in Der Schule: Sprachbildung Im
    Und Durch Sachunterricht</i>, edited by Eva Blumberg, Niederhaus Constanze, and
    Mischendahl Anne, 295--309. Stuttgart: Kohlhammer, 2024.'
  ieee: 'A. Gövert, C. Niederhaus, and E. Blumberg, “Professionalisierung für Sprachbildung
    aus Sicht von Sachunterrichtsstudierenden – Langzeitwirkungen eines Vertiefungsseminars
    in der ersten Phase der sachunterrichtsdidaktischen Lehrer*innenbildung. ,” in
    <i>Mehrsprachigkeit in der Schule: Sprachbildung im und durch Sachunterricht</i>,
    E. Blumberg, N. Constanze, and M. Anne, Eds. Stuttgart: Kohlhammer, 2024, pp.
    295--309.'
  mla: 'Gövert, Andre, et al. “Professionalisierung Für Sprachbildung Aus Sicht von
    Sachunterrichtsstudierenden – Langzeitwirkungen Eines Vertiefungsseminars in Der
    Ersten Phase Der Sachunterrichtsdidaktischen Lehrer*innenbildung. .” <i>Mehrsprachigkeit
    in Der Schule: Sprachbildung Im Und Durch Sachunterricht</i>, edited by Eva Blumberg
    et al., Kohlhammer, 2024, pp. 295--309.'
  short: 'A. Gövert, C. Niederhaus, E. Blumberg, in: E. Blumberg, N. Constanze, M.
    Anne (Eds.), Mehrsprachigkeit in Der Schule: Sprachbildung Im Und Durch Sachunterricht,
    Kohlhammer, Stuttgart, 2024, pp. 295--309.'
date_created: 2026-05-19T11:46:42Z
date_updated: 2026-05-19T11:46:49Z
editor:
- first_name: Eva
  full_name: Blumberg, Eva
  last_name: Blumberg
- first_name: Niederhaus
  full_name: Constanze, Niederhaus
  last_name: Constanze
- first_name: Mischendahl
  full_name: Anne, Mischendahl
  last_name: Anne
language:
- iso: eng
page: 295--309
place: Stuttgart
publication: 'Mehrsprachigkeit in der Schule: Sprachbildung im und durch Sachunterricht'
publisher: Kohlhammer
status: public
title: 'Professionalisierung für Sprachbildung aus Sicht von Sachunterrichtsstudierenden
  – Langzeitwirkungen eines Vertiefungsseminars in der ersten Phase der sachunterrichtsdidaktischen
  Lehrer*innenbildung. '
type: book_chapter
user_id: '54999'
year: '2024'
...
---
_id: '65649'
citation:
  ama: Drumm S, Niederhaus C, eds. <i>(Mehr-)Sprachen-Bildung in Beruflichen Kontexten</i>.
    Vol 29.; 2024.
  apa: (Mehr-)Sprachen-Bildung in beruflichen Kontexten. (2024). In S. Drumm &#38;
    C. Niederhaus (Eds.), <i> Zeitschrift für Interkulturellen Fremdsprachenunterricht
    (ZIF) </i> (Vol. 29).
  bibtex: '@book{Drumm_Niederhaus_2024, title={(Mehr-)Sprachen-Bildung in beruflichen
    Kontexten}, volume={29}, journal={ Zeitschrift für Interkulturellen Fremdsprachenunterricht
    (ZIF) }, year={2024} }'
  chicago: Drumm, Sandra, and Constanze Niederhaus, eds. <i>(Mehr-)Sprachen-Bildung
    in Beruflichen Kontexten</i>. <i> Zeitschrift Für Interkulturellen Fremdsprachenunterricht
    (ZIF) </i>. Vol. 29, 2024.
  ieee: S. Drumm and C. Niederhaus, Eds., <i>(Mehr-)Sprachen-Bildung in beruflichen
    Kontexten</i>, vol. 29. 2024.
  mla: Drumm, Sandra, and Constanze Niederhaus, editors. “(Mehr-)Sprachen-Bildung
    in Beruflichen Kontexten.” <i> Zeitschrift Für Interkulturellen Fremdsprachenunterricht
    (ZIF) </i>, vol. 29, 2024.
  short: S. Drumm, C. Niederhaus, eds., (Mehr-)Sprachen-Bildung in Beruflichen Kontexten,
    2024.
date_created: 2026-05-19T15:35:48Z
date_updated: 2026-05-19T15:36:17Z
editor:
- first_name: Sandra
  full_name: Drumm, Sandra
  last_name: Drumm
- first_name: Constanze
  full_name: Niederhaus, Constanze
  id: '54999'
  last_name: Niederhaus
intvolume: '        29'
language:
- iso: eng
publication: ' Zeitschrift für Interkulturellen Fremdsprachenunterricht (ZIF) '
status: public
title: (Mehr-)Sprachen-Bildung in beruflichen Kontexten
type: journal_editor
user_id: '54999'
volume: 29
year: '2024'
...
---
_id: '65648'
author:
- first_name: Sandra
  full_name: Drumm, Sandra
  last_name: Drumm
- first_name: Constanze
  full_name: Niederhaus, Constanze
  id: '54999'
  last_name: Niederhaus
citation:
  ama: 'Drumm S, Niederhaus C. <i>Mehrsprachigkeit in Der Beruflichen Bildung: Einleitung
    in Das Themenheft</i>. LibreCat University; 2024. doi:<a href="https://doi.org/10.48694/ZIF.3900">10.48694/ZIF.3900</a>'
  apa: 'Drumm, S., &#38; Niederhaus, C. (2024). <i>Mehrsprachigkeit in der beruflichen
    Bildung: Einleitung in das Themenheft</i>. LibreCat University. <a href="https://doi.org/10.48694/ZIF.3900">https://doi.org/10.48694/ZIF.3900</a>'
  bibtex: '@book{Drumm_Niederhaus_2024, title={Mehrsprachigkeit in der beruflichen
    Bildung: Einleitung in das Themenheft}, DOI={<a href="https://doi.org/10.48694/ZIF.3900">10.48694/ZIF.3900</a>},
    publisher={LibreCat University}, author={Drumm, Sandra and Niederhaus, Constanze},
    year={2024} }'
  chicago: 'Drumm, Sandra, and Constanze Niederhaus. <i>Mehrsprachigkeit in Der Beruflichen
    Bildung: Einleitung in Das Themenheft</i>. LibreCat University, 2024. <a href="https://doi.org/10.48694/ZIF.3900">https://doi.org/10.48694/ZIF.3900</a>.'
  ieee: 'S. Drumm and C. Niederhaus, <i>Mehrsprachigkeit in der beruflichen Bildung:
    Einleitung in das Themenheft</i>. LibreCat University, 2024.'
  mla: 'Drumm, Sandra, and Constanze Niederhaus. <i>Mehrsprachigkeit in Der Beruflichen
    Bildung: Einleitung in Das Themenheft</i>. LibreCat University, 2024, doi:<a href="https://doi.org/10.48694/ZIF.3900">10.48694/ZIF.3900</a>.'
  short: 'S. Drumm, C. Niederhaus, Mehrsprachigkeit in Der Beruflichen Bildung: Einleitung
    in Das Themenheft, LibreCat University, 2024.'
date_created: 2026-05-19T15:29:38Z
date_updated: 2026-05-19T15:37:33Z
doi: 10.48694/ZIF.3900
publisher: LibreCat University
status: public
title: 'Mehrsprachigkeit in der beruflichen Bildung: Einleitung in das Themenheft'
type: research_data
user_id: '54999'
year: '2024'
...
---
_id: '56671'
author:
- first_name: Marvin
  full_name: Illian, Marvin
  id: '44169'
  last_name: Illian
  orcid: 0009-0007-2992-8346
- first_name: Christopher
  full_name: Zinda, Christopher
  last_name: Zinda
- first_name: Darius
  full_name: Schlangenotto, Darius
  last_name: Schlangenotto
citation:
  ama: 'Illian M, Zinda C, Schlangenotto D. Data Store Architectures: Balancing Functionality
    and Performance. In: <i>2024 IEEE International Conference on Industrial Technology
    (ICIT)</i>. IEEE; 2024. doi:<a href="https://doi.org/10.1109/icit58233.2024.10540811">10.1109/icit58233.2024.10540811</a>'
  apa: 'Illian, M., Zinda, C., &#38; Schlangenotto, D. (2024). Data Store Architectures:
    Balancing Functionality and Performance. <i>2024 IEEE International Conference
    on Industrial Technology (ICIT)</i>. <a href="https://doi.org/10.1109/icit58233.2024.10540811">https://doi.org/10.1109/icit58233.2024.10540811</a>'
  bibtex: '@inproceedings{Illian_Zinda_Schlangenotto_2024, title={Data Store Architectures:
    Balancing Functionality and Performance}, DOI={<a href="https://doi.org/10.1109/icit58233.2024.10540811">10.1109/icit58233.2024.10540811</a>},
    booktitle={2024 IEEE International Conference on Industrial Technology (ICIT)},
    publisher={IEEE}, author={Illian, Marvin and Zinda, Christopher and Schlangenotto,
    Darius}, year={2024} }'
  chicago: 'Illian, Marvin, Christopher Zinda, and Darius Schlangenotto. “Data Store
    Architectures: Balancing Functionality and Performance.” In <i>2024 IEEE International
    Conference on Industrial Technology (ICIT)</i>. IEEE, 2024. <a href="https://doi.org/10.1109/icit58233.2024.10540811">https://doi.org/10.1109/icit58233.2024.10540811</a>.'
  ieee: 'M. Illian, C. Zinda, and D. Schlangenotto, “Data Store Architectures: Balancing
    Functionality and Performance,” 2024, doi: <a href="https://doi.org/10.1109/icit58233.2024.10540811">10.1109/icit58233.2024.10540811</a>.'
  mla: 'Illian, Marvin, et al. “Data Store Architectures: Balancing Functionality
    and Performance.” <i>2024 IEEE International Conference on Industrial Technology
    (ICIT)</i>, IEEE, 2024, doi:<a href="https://doi.org/10.1109/icit58233.2024.10540811">10.1109/icit58233.2024.10540811</a>.'
  short: 'M. Illian, C. Zinda, D. Schlangenotto, in: 2024 IEEE International Conference
    on Industrial Technology (ICIT), IEEE, 2024.'
date_created: 2024-10-17T15:58:15Z
date_updated: 2026-05-20T08:44:06Z
doi: 10.1109/icit58233.2024.10540811
language:
- iso: eng
publication: 2024 IEEE International Conference on Industrial Technology (ICIT)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Data Store Architectures: Balancing Functionality and Performance'
type: conference
user_id: '44169'
year: '2024'
...
---
_id: '55175'
author:
- first_name: André
  full_name: Uhde, André
  id: '36049'
  last_name: Uhde
- first_name: Stephan
  full_name: Paul, Stephan
  last_name: Paul
- first_name: Andreas
  full_name: Horsch, Andreas
  last_name: Horsch
- first_name: 'Daniel '
  full_name: 'Kaltofen, Daniel '
  last_name: Kaltofen
- first_name: Gregor
  full_name: Weiß, Gregor
  last_name: Weiß
citation:
  ama: Uhde A, Paul S, Horsch A, Kaltofen D, Weiß G. <i>Bankpolitik</i>. 1st ed. Schäffer-Poeschel;
    2024.
  apa: Uhde, A., Paul, S., Horsch, A., Kaltofen, D., &#38; Weiß, G. (2024). <i>Bankpolitik</i>
    (1st ed.). Schäffer-Poeschel.
  bibtex: '@book{Uhde_Paul_Horsch_Kaltofen_Weiß_2024, place={Stuttgart}, edition={1},
    title={Bankpolitik}, publisher={Schäffer-Poeschel}, author={Uhde, André and Paul,
    Stephan and Horsch, Andreas and Kaltofen, Daniel  and Weiß, Gregor}, year={2024}
    }'
  chicago: 'Uhde, André, Stephan Paul, Andreas Horsch, Daniel  Kaltofen, and Gregor
    Weiß. <i>Bankpolitik</i>. 1st ed. Stuttgart: Schäffer-Poeschel, 2024.'
  ieee: 'A. Uhde, S. Paul, A. Horsch, D. Kaltofen, and G. Weiß, <i>Bankpolitik</i>,
    1st ed. Stuttgart: Schäffer-Poeschel, 2024.'
  mla: Uhde, André, et al. <i>Bankpolitik</i>. 1st ed., Schäffer-Poeschel, 2024.
  short: A. Uhde, S. Paul, A. Horsch, D. Kaltofen, G. Weiß, Bankpolitik, 1st ed.,
    Schäffer-Poeschel, Stuttgart, 2024.
date_created: 2024-07-11T08:25:33Z
date_updated: 2026-05-27T10:58:34Z
department:
- _id: '19'
edition: '1'
language:
- iso: ger
page: '776'
place: Stuttgart
publication_identifier:
  isbn:
  - 978-3-7910-4633-4
publication_status: published
publisher: Schäffer-Poeschel
status: public
title: Bankpolitik
type: book
user_id: '36049'
year: '2024'
...
---
_id: '55517'
author:
- first_name: Vasileios
  full_name: Rizos, Vasileios
  last_name: Rizos
- first_name: Edoardo
  full_name: Righetti, Edoardo
  last_name: Righetti
- first_name: Amin
  full_name: Kassab, Amin
  id: '98377'
  last_name: Kassab
citation:
  ama: 'Rizos V, Righetti E, Kassab A. Understanding the barriers to recycling critical
    raw materials for the energy transition: The case of rare earth permanent magnets.
    <i>Energy Reports</i>. 2024;12:1673-1682. doi:<a href="https://doi.org/10.1016/j.egyr.2024.07.022">10.1016/j.egyr.2024.07.022</a>'
  apa: 'Rizos, V., Righetti, E., &#38; Kassab, A. (2024). Understanding the barriers
    to recycling critical raw materials for the energy transition: The case of rare
    earth permanent magnets. <i>Energy Reports</i>, <i>12</i>, 1673–1682. <a href="https://doi.org/10.1016/j.egyr.2024.07.022">https://doi.org/10.1016/j.egyr.2024.07.022</a>'
  bibtex: '@article{Rizos_Righetti_Kassab_2024, title={Understanding the barriers
    to recycling critical raw materials for the energy transition: The case of rare
    earth permanent magnets}, volume={12}, DOI={<a href="https://doi.org/10.1016/j.egyr.2024.07.022">10.1016/j.egyr.2024.07.022</a>},
    journal={Energy Reports}, publisher={Elsevier BV}, author={Rizos, Vasileios and
    Righetti, Edoardo and Kassab, Amin}, year={2024}, pages={1673–1682} }'
  chicago: 'Rizos, Vasileios, Edoardo Righetti, and Amin Kassab. “Understanding the
    Barriers to Recycling Critical Raw Materials for the Energy Transition: The Case
    of Rare Earth Permanent Magnets.” <i>Energy Reports</i> 12 (2024): 1673–82. <a
    href="https://doi.org/10.1016/j.egyr.2024.07.022">https://doi.org/10.1016/j.egyr.2024.07.022</a>.'
  ieee: 'V. Rizos, E. Righetti, and A. Kassab, “Understanding the barriers to recycling
    critical raw materials for the energy transition: The case of rare earth permanent
    magnets,” <i>Energy Reports</i>, vol. 12, pp. 1673–1682, 2024, doi: <a href="https://doi.org/10.1016/j.egyr.2024.07.022">10.1016/j.egyr.2024.07.022</a>.'
  mla: 'Rizos, Vasileios, et al. “Understanding the Barriers to Recycling Critical
    Raw Materials for the Energy Transition: The Case of Rare Earth Permanent Magnets.”
    <i>Energy Reports</i>, vol. 12, Elsevier BV, 2024, pp. 1673–82, doi:<a href="https://doi.org/10.1016/j.egyr.2024.07.022">10.1016/j.egyr.2024.07.022</a>.'
  short: V. Rizos, E. Righetti, A. Kassab, Energy Reports 12 (2024) 1673–1682.
date_created: 2024-08-05T09:37:10Z
date_updated: 2026-05-28T11:11:17Z
doi: 10.1016/j.egyr.2024.07.022
intvolume: '        12'
language:
- iso: eng
page: 1673-1682
publication: Energy Reports
publication_identifier:
  issn:
  - 2352-4847
publication_status: published
publisher: Elsevier BV
status: public
title: 'Understanding the barriers to recycling critical raw materials for the energy
  transition: The case of rare earth permanent magnets'
type: journal_article
user_id: '98377'
volume: 12
year: '2024'
...
---
_id: '65723'
abstract:
- lang: eng
  text: "This study aims to investigate student spatial reasoning, thinking, strategies,
    interests, and\r\nchallenges across four different countries in the context of
    collaborative group problem\r\nsolving. The researchers used a problem solving
    scenario with groups of students that involved\r\npainting the outside of a cube,
    which was composed of 216 cubes (6 × 6 × 6). the four\r\ncountries, findings were
    mostly consistent among the student collaborative groups with some\r\nvariation
    of problem solving strategies employed. One challenge encountered across the\r\nresearch
    sites was student understanding of what the problem was asking. Overall, students\r\nwere
    observed to be engaged and interested in this spatial reasoning problem solving
    scenario\r\nwith some students expressing interest in having to visualize the
    exterior and interior cubes for\r\nthe problem they were required to solve."
author:
- first_name: Hans-Jürgen
  full_name: Stoppel, Hans-Jürgen
  id: '101162'
  last_name: Stoppel
- first_name: Monica
  full_name: Arnal-Palacián, Monica
  last_name: Arnal-Palacián
- first_name: Roberto
  full_name: Catanuto, Roberto
  last_name: Catanuto
- first_name: Bronislaw
  full_name: Czarnocha, Bronislaw
  last_name: Czarnocha
- first_name: Brian R.
  full_name: Evans, Brian R.
  last_name: Evans
- first_name: Malgorzata Aneta
  full_name: Marciniak, Malgorzata Aneta
  last_name: Marciniak
- first_name: Yana
  full_name: Shvartsberg, Yana
  last_name: Shvartsberg
citation:
  ama: Stoppel H-J, Arnal-Palacián M, Catanuto R, et al. Strategies, interests, and
    challenges in a spatial problem solving in different scenarios.
  apa: Stoppel, H.-J., Arnal-Palacián, M., Catanuto, R., Czarnocha, B., Evans, B.
    R., Marciniak, M. A., &#38; Shvartsberg, Y. (n.d.). <i>Strategies, interests,
    and challenges in a spatial problem solving in different scenarios</i>. 15th International
    Congress on Mathematical Education, Sydney, Australia.
  bibtex: '@inproceedings{Stoppel_Arnal-Palacián_Catanuto_Czarnocha_Evans_Marciniak_Shvartsberg,
    title={Strategies, interests, and challenges in a spatial problem solving in different
    scenarios}, author={Stoppel, Hans-Jürgen and Arnal-Palacián, Monica and Catanuto,
    Roberto and Czarnocha, Bronislaw and Evans, Brian R. and Marciniak, Malgorzata
    Aneta and Shvartsberg, Yana} }'
  chicago: Stoppel, Hans-Jürgen, Monica Arnal-Palacián, Roberto Catanuto, Bronislaw
    Czarnocha, Brian R. Evans, Malgorzata Aneta Marciniak, and Yana Shvartsberg. “Strategies,
    Interests, and Challenges in a Spatial Problem Solving in Different Scenarios,”
    n.d.
  ieee: H.-J. Stoppel <i>et al.</i>, “Strategies, interests, and challenges in a spatial
    problem solving in different scenarios,” presented at the 15th International Congress
    on Mathematical Education, Sydney, Australia.
  mla: Stoppel, Hans-Jürgen, et al. <i>Strategies, Interests, and Challenges in a
    Spatial Problem Solving in Different Scenarios</i>.
  short: 'H.-J. Stoppel, M. Arnal-Palacián, R. Catanuto, B. Czarnocha, B.R. Evans,
    M.A. Marciniak, Y. Shvartsberg, in: n.d.'
conference:
  end_date: 2024-07-14
  location: Sydney, Australia
  name: 15th International Congress on Mathematical Education
  start_date: 2024-07-07
date_created: 2026-05-29T07:55:29Z
date_updated: 2026-05-29T08:16:50Z
language:
- iso: eng
publication_status: accepted
status: public
title: Strategies, interests, and challenges in a spatial problem solving in different
  scenarios
type: conference
user_id: '101162'
year: '2024'
...
---
_id: '65720'
author:
- first_name: Hans-Jürgen
  full_name: Stoppel, Hans-Jürgen
  id: '101162'
  last_name: Stoppel
citation:
  ama: 'Stoppel H-J. MINT-Unterricht – undenkbar für Lehrkräfte ohne mathematisches
    Hintergrundwissen. In: Ebers P, Rösken F, Barzel B, Büchter A, Schacht F, Scherer
    P, eds. Verlag für wissenschaftliche Texte und Medien; 2024.'
  apa: Stoppel, H.-J. (2024). <i>MINT-Unterricht – undenkbar für Lehrkräfte ohne mathematisches
    Hintergrundwissen</i> (P. Ebers, F. Rösken, B. Barzel, A. Büchter, F. Schacht,
    &#38; P. Scherer, Eds.). Verlag für wissenschaftliche Texte und Medien.
  bibtex: '@inproceedings{Stoppel_2024, place={Münster}, title={MINT-Unterricht –
    undenkbar für Lehrkräfte ohne mathematisches Hintergrundwissen}, publisher={Verlag
    für wissenschaftliche Texte und Medien}, author={Stoppel, Hans-Jürgen}, editor={Ebers,
    Patrick and Rösken, Fabian and Barzel, Bärbel and Büchter, Andreas and Schacht,
    Florian and Scherer, Petra}, year={2024} }'
  chicago: 'Stoppel, Hans-Jürgen. “MINT-Unterricht – undenkbar für Lehrkräfte ohne
    mathematisches Hintergrundwissen.” edited by Patrick Ebers, Fabian Rösken, Bärbel
    Barzel, Andreas Büchter, Florian Schacht, and Petra Scherer. Münster: Verlag für
    wissenschaftliche Texte und Medien, 2024.'
  ieee: H.-J. Stoppel, “MINT-Unterricht – undenkbar für Lehrkräfte ohne mathematisches
    Hintergrundwissen,” Essen, 2024.
  mla: Stoppel, Hans-Jürgen. <i>MINT-Unterricht – undenkbar für Lehrkräfte ohne mathematisches
    Hintergrundwissen</i>. Edited by Patrick Ebers et al., Verlag für wissenschaftliche
    Texte und Medien, 2024.
  short: 'H.-J. Stoppel, in: P. Ebers, F. Rösken, B. Barzel, A. Büchter, F. Schacht,
    P. Scherer (Eds.), Verlag für wissenschaftliche Texte und Medien, Münster, 2024.'
conference:
  end_date: 2024-03-08
  location: Essen
  name: 57. Jahrestagung der Gesellschaft für Didaktik der Mathematik
  start_date: 2024-03-04
date_created: 2026-05-29T07:16:44Z
date_updated: 2026-05-29T08:22:47Z
editor:
- first_name: Patrick
  full_name: Ebers, Patrick
  last_name: Ebers
- first_name: Fabian
  full_name: Rösken, Fabian
  last_name: Rösken
- first_name: Bärbel
  full_name: Barzel, Bärbel
  last_name: Barzel
- first_name: Andreas
  full_name: Büchter, Andreas
  last_name: Büchter
- first_name: Florian
  full_name: Schacht, Florian
  last_name: Schacht
- first_name: Petra
  full_name: Scherer, Petra
  last_name: Scherer
language:
- iso: ger
place: Münster
publication_identifier:
  unknown:
  - 978-3-95987-278-2
publication_status: published
publisher: Verlag für wissenschaftliche Texte und Medien
status: public
title: MINT-Unterricht – undenkbar für Lehrkräfte ohne mathematisches Hintergrundwissen
type: conference
user_id: '101162'
year: '2024'
...
---
_id: '62702'
abstract:
- lang: eng
  text: '<jats:p>Clifford algebras are a natural extension of division algebras, including
    real numbers, complex numbers, quaternions, and octonions. Previous research in
    knowledge graph embeddings has focused exclusively on Clifford algebras of a specific
    type, which do not include nilpotent base vectors—elements that square to zero.
    In this work, we introduce a novel approach by incorporating nilpotent base vectors
    with a nilpotency index of two, leading to a more general form of Clifford algebras
    named degenerate Clifford algebras. This generalization to degenerate Clifford
    algebras does allow for covering dual numbers and as such include translations
    and rotations models under the same generalization paradigm for the first time.
    We develop two models to determine the parameters that define the algebra: one
    using a greedy search and another predicting the parameters based on neural network
    embeddings of the input knowledge graph. Our evaluation on seven benchmark datasets
    demonstrates that this incorporation of nilpotent vectors enhances the quality
    of embeddings. Additionally, our method outperforms state-of-the-art approaches
    in terms of generalization, particularly regarding the mean reciprocal rank achieved
    on validation data. Finally, we show that even a simple greedy search can effectively
    discover optimal or near-optimal parameters for the algebra.</jats:p>'
author:
- first_name: Louis Mozart
  full_name: Kamdem Teyou, Louis Mozart
  id: '101165'
  last_name: Kamdem Teyou
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in
    Degenerate Clifford Algebras. In: <i>Frontiers in Artificial Intelligence and
    Applications</i>. IOS Press; 2024. doi:<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>'
  apa: Kamdem Teyou, L. M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2024). Embedding
    Knowledge Graphs in Degenerate Clifford Algebras. In <i>Frontiers in Artificial
    Intelligence and Applications</i>. 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE,
    Santiago de Compostela. IOS Press. <a href="https://doi.org/10.3233/faia240627">https://doi.org/10.3233/faia240627</a>
  bibtex: '@inbook{Kamdem Teyou_Demir_Ngonga Ngomo_2024, title={Embedding Knowledge
    Graphs in Degenerate Clifford Algebras}, DOI={<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>},
    booktitle={Frontiers in Artificial Intelligence and Applications}, publisher={IOS
    Press}, author={Kamdem Teyou, Louis Mozart and Demir, Caglar and Ngonga Ngomo,
    Axel-Cyrille}, year={2024} }'
  chicago: Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo.
    “Embedding Knowledge Graphs in Degenerate Clifford Algebras.” In <i>Frontiers
    in Artificial Intelligence and Applications</i>. IOS Press, 2024. <a href="https://doi.org/10.3233/faia240627">https://doi.org/10.3233/faia240627</a>.
  ieee: L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Embedding Knowledge
    Graphs in Degenerate Clifford Algebras,” in <i>Frontiers in Artificial Intelligence
    and Applications</i>, IOS Press, 2024.
  mla: Kamdem Teyou, Louis Mozart, et al. “Embedding Knowledge Graphs in Degenerate
    Clifford Algebras.” <i>Frontiers in Artificial Intelligence and Applications</i>,
    IOS Press, 2024, doi:<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>.
  short: 'L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Frontiers in Artificial
    Intelligence and Applications, IOS Press, 2024.'
conference:
  end_date: 2024-10-24
  location: Santiago de Compostela
  name: 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE
  start_date: 2024-10-19
date_created: 2025-11-28T14:32:43Z
date_updated: 2026-05-29T14:34:11Z
department:
- _id: '34'
- _id: '574'
doi: 10.3233/faia240627
language:
- iso: eng
popular_science: '1'
publication: Frontiers in Artificial Intelligence and Applications
publication_identifier:
  isbn:
  - '9781643685489'
  issn:
  - 0922-6389
  - 1879-8314
publication_status: published
publisher: IOS Press
quality_controlled: '1'
status: public
title: Embedding Knowledge Graphs in Degenerate Clifford Algebras
type: book_chapter
user_id: '101165'
year: '2024'
...
---
_id: '62703'
abstract:
- lang: eng
  text: We introduce a novel embedding method diverging from conventional approaches
    by operating within function spaces of finite dimension rather than finite vector
    space, thus departing significantly from standard knowledge graph embedding techniques.
    Initially employing polynomial functions to compute embeddings, we progress to
    more intricate representations using neural networks with varying layer complexities.
    We argue that employing functions for embedding computation enhances expressiveness
    and allows for more degrees of freedom, enabling operations such as composition,
    derivatives and primitive of entities representation. Additionally, we meticulously
    outline the step-by-step construction of our approach and provide code for reproducibility,
    thereby facilitating further exploration and application in the field.
author:
- first_name: Louis Mozart
  full_name: Kamdem Teyou, Louis Mozart
  id: '101165'
  last_name: Kamdem Teyou
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
citation:
  ama: 'Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in
    Function Spaces. In: <i>Proceedings of the 33rd ACM International Conference on
    Information and Knowledge Management</i>. ACM; 2024. doi:<a href="https://doi.org/10.1145/3627673.3679819">10.1145/3627673.3679819</a>'
  apa: Kamdem Teyou, L. M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2024). Embedding
    Knowledge Graphs in Function Spaces. <i>Proceedings of the 33rd ACM International
    Conference on Information and Knowledge Management</i>. 33rd ACM International
    Conference on Information and Knowledge Management, Boise. <a href="https://doi.org/10.1145/3627673.3679819">https://doi.org/10.1145/3627673.3679819</a>
  bibtex: '@inproceedings{Kamdem Teyou_Demir_Ngonga Ngomo_2024, place={Boise}, title={Embedding
    Knowledge Graphs in Function Spaces}, DOI={<a href="https://doi.org/10.1145/3627673.3679819">10.1145/3627673.3679819</a>},
    booktitle={Proceedings of the 33rd ACM International Conference on Information
    and Knowledge Management}, publisher={ACM}, author={Kamdem Teyou, Louis Mozart
    and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2024} }'
  chicago: 'Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo.
    “Embedding Knowledge Graphs in Function Spaces.” In <i>Proceedings of the 33rd
    ACM International Conference on Information and Knowledge Management</i>. Boise:
    ACM, 2024. <a href="https://doi.org/10.1145/3627673.3679819">https://doi.org/10.1145/3627673.3679819</a>.'
  ieee: 'L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Embedding Knowledge
    Graphs in Function Spaces,” presented at the 33rd ACM International Conference
    on Information and Knowledge Management, Boise, 2024, doi: <a href="https://doi.org/10.1145/3627673.3679819">10.1145/3627673.3679819</a>.'
  mla: Kamdem Teyou, Louis Mozart, et al. “Embedding Knowledge Graphs in Function
    Spaces.” <i>Proceedings of the 33rd ACM International Conference on Information
    and Knowledge Management</i>, ACM, 2024, doi:<a href="https://doi.org/10.1145/3627673.3679819">10.1145/3627673.3679819</a>.
  short: 'L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Proceedings of the
    33rd ACM International Conference on Information and Knowledge Management, ACM,
    Boise, 2024.'
conference:
  end_date: 2024-10-25
  location: Boise
  name: 33rd ACM International Conference on Information and Knowledge Management
  start_date: 2024-10-21
date_created: 2025-11-28T14:42:32Z
date_updated: 2026-05-29T14:32:04Z
department:
- _id: '34'
- _id: '574'
doi: 10.1145/3627673.3679819
language:
- iso: eng
place: Boise
publication: Proceedings of the 33rd ACM International Conference on Information and
  Knowledge Management
publication_status: published
publisher: ACM
status: public
title: Embedding Knowledge Graphs in Function Spaces
type: conference
user_id: '101165'
year: '2024'
...
---
_id: '65760'
author:
- first_name: Sandra
  full_name: Ballweg, Sandra
  id: '94512'
  last_name: Ballweg
citation:
  ama: Ballweg S. Vielfalt, Erweiterung und ein Hauch von Mehrsprachigkeit – Eine
    subjektive Perspektive auf Entwicklungen im Fach Deutsch als Fremd- und Zweitsprache
    im Spiegel der InfoDaF in den Jahren 2010-2020. <i>InfoDaF</i>. 2024;50(6):650-663.
  apa: Ballweg, S. (2024). Vielfalt, Erweiterung und ein Hauch von Mehrsprachigkeit
    – Eine subjektive Perspektive auf Entwicklungen im Fach Deutsch als Fremd- und
    Zweitsprache im Spiegel der InfoDaF in den Jahren 2010-2020. <i>InfoDaF</i>, <i>50</i>(6),
    650–663.
  bibtex: '@article{Ballweg_2024, title={Vielfalt, Erweiterung und ein Hauch von Mehrsprachigkeit
    – Eine subjektive Perspektive auf Entwicklungen im Fach Deutsch als Fremd- und
    Zweitsprache im Spiegel der InfoDaF in den Jahren 2010-2020}, volume={50}, number={6},
    journal={InfoDaF}, author={Ballweg, Sandra}, year={2024}, pages={650–663} }'
  chicago: 'Ballweg, Sandra. “Vielfalt, Erweiterung Und Ein Hauch von Mehrsprachigkeit
    – Eine Subjektive Perspektive Auf Entwicklungen Im Fach Deutsch Als Fremd- Und
    Zweitsprache Im Spiegel Der InfoDaF in Den Jahren 2010-2020.” <i>InfoDaF</i> 50,
    no. 6 (2024): 650–63.'
  ieee: S. Ballweg, “Vielfalt, Erweiterung und ein Hauch von Mehrsprachigkeit – Eine
    subjektive Perspektive auf Entwicklungen im Fach Deutsch als Fremd- und Zweitsprache
    im Spiegel der InfoDaF in den Jahren 2010-2020,” <i>InfoDaF</i>, vol. 50, no.
    6, pp. 650–663, 2024.
  mla: Ballweg, Sandra. “Vielfalt, Erweiterung Und Ein Hauch von Mehrsprachigkeit
    – Eine Subjektive Perspektive Auf Entwicklungen Im Fach Deutsch Als Fremd- Und
    Zweitsprache Im Spiegel Der InfoDaF in Den Jahren 2010-2020.” <i>InfoDaF</i>,
    vol. 50, no. 6, 2024, pp. 650–63.
  short: S. Ballweg, InfoDaF 50 (2024) 650–663.
date_created: 2026-06-03T07:00:52Z
date_updated: 2026-06-03T07:09:08Z
department:
- _id: '468'
- _id: '5'
intvolume: '        50'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.degruyterbrill.com/de/document/doi/10.1515/infodaf-2023-0075/html
oa: '1'
page: 650-663
publication: InfoDaF
status: public
title: Vielfalt, Erweiterung und ein Hauch von Mehrsprachigkeit – Eine subjektive
  Perspektive auf Entwicklungen im Fach Deutsch als Fremd- und Zweitsprache im Spiegel
  der InfoDaF in den Jahren 2010-2020
type: journal_article
user_id: '94512'
volume: 50
year: '2024'
...
---
_id: '54247'
author:
- first_name: Axel
  full_name: Berndt, Axel
  id: '55565'
  last_name: Berndt
- first_name: Davide Andrea
  full_name: Mauro, Davide Andrea
  id: '104047'
  last_name: Mauro
  orcid: 0000-0001-8437-4517
citation:
  ama: 'Berndt A, Mauro DA. Arpeggiatorum: An audio controllable MIDI arpeggiator.
    In: <i>Proceedings of the Sound and Music Computing Conference (SMC) 2024</i>.
    Sound and Music Computing Network / Universidade do Porto; 2024.'
  apa: 'Berndt, A., &#38; Mauro, D. A. (2024). Arpeggiatorum: An audio controllable
    MIDI arpeggiator. <i>Proceedings of the Sound and Music Computing Conference (SMC)
    2024</i>.'
  bibtex: '@inproceedings{Berndt_Mauro_2024, place={Porto, Porugal}, title={Arpeggiatorum:
    An audio controllable MIDI arpeggiator}, booktitle={Proceedings of the Sound and
    Music Computing Conference (SMC) 2024}, publisher={Sound and Music Computing Network
    / Universidade do Porto}, author={Berndt, Axel and Mauro, Davide Andrea}, year={2024}
    }'
  chicago: 'Berndt, Axel, and Davide Andrea Mauro. “Arpeggiatorum: An Audio Controllable
    MIDI Arpeggiator.” In <i>Proceedings of the Sound and Music Computing Conference
    (SMC) 2024</i>. Porto, Porugal: Sound and Music Computing Network / Universidade
    do Porto, 2024.'
  ieee: 'A. Berndt and D. A. Mauro, “Arpeggiatorum: An audio controllable MIDI arpeggiator,”
    2024.'
  mla: 'Berndt, Axel, and Davide Andrea Mauro. “Arpeggiatorum: An Audio Controllable
    MIDI Arpeggiator.” <i>Proceedings of the Sound and Music Computing Conference
    (SMC) 2024</i>, Sound and Music Computing Network / Universidade do Porto, 2024.'
  short: 'A. Berndt, D.A. Mauro, in: Proceedings of the Sound and Music Computing
    Conference (SMC) 2024, Sound and Music Computing Network / Universidade do Porto,
    Porto, Porugal, 2024.'
date_created: 2024-05-13T14:56:18Z
date_updated: 2026-06-03T13:00:21Z
department:
- _id: '233'
language:
- iso: eng
place: Porto, Porugal
project:
- _id: '1048'
  name: KreativInstitut.OWL
publication: Proceedings of the Sound and Music Computing Conference (SMC) 2024
publisher: Sound and Music Computing Network / Universidade do Porto
status: public
title: 'Arpeggiatorum: An audio controllable MIDI arpeggiator'
type: conference
user_id: '55565'
year: '2024'
...
---
_id: '58552'
author:
- first_name: Axel
  full_name: Berndt, Axel
  id: '55565'
  last_name: Berndt
- first_name: Frithjof
  full_name: Bömcke-Vollmer, Frithjof
  id: '124535'
  last_name: Bömcke-Vollmer
- first_name: Andreas
  full_name: Münzmay, Andreas
  id: '61139'
  last_name: Münzmay
  orcid: 0000-0002-8373-4055
citation:
  ama: 'Berndt A, Bömcke-Vollmer F, Münzmay A. Multi-Modal Data Networks in Music:
    Thoughts on a Digital Performance Edition and its Potential for Ethnomusicology.
    In: <i>{Diskografentag: International Conference on Recorded Music}</i>. ; 2024.'
  apa: 'Berndt, A., Bömcke-Vollmer, F., &#38; Münzmay, A. (2024). Multi-Modal Data
    Networks in Music: Thoughts on a Digital Performance Edition and its Potential
    for Ethnomusicology. <i>{Diskografentag: International Conference on Recorded
    Music}</i>.'
  bibtex: '@inproceedings{Berndt_Bömcke-Vollmer_Münzmay_2024, place={Guildford, Surrey,
    England}, title={Multi-Modal Data Networks in Music: Thoughts on a Digital Performance
    Edition and its Potential for Ethnomusicology}, booktitle={{Diskografentag: International
    Conference on Recorded Music}}, author={Berndt, Axel and Bömcke-Vollmer, Frithjof
    and Münzmay, Andreas}, year={2024} }'
  chicago: 'Berndt, Axel, Frithjof Bömcke-Vollmer, and Andreas Münzmay. “Multi-Modal
    Data Networks in Music: Thoughts on a Digital Performance Edition and Its Potential
    for Ethnomusicology.” In <i>{Diskografentag: International Conference on Recorded
    Music}</i>. Guildford, Surrey, England, 2024.'
  ieee: 'A. Berndt, F. Bömcke-Vollmer, and A. Münzmay, “Multi-Modal Data Networks
    in Music: Thoughts on a Digital Performance Edition and its Potential for Ethnomusicology,”
    2024.'
  mla: 'Berndt, Axel, et al. “Multi-Modal Data Networks in Music: Thoughts on a Digital
    Performance Edition and Its Potential for Ethnomusicology.” <i>{Diskografentag:
    International Conference on Recorded Music}</i>, 2024.'
  short: 'A. Berndt, F. Bömcke-Vollmer, A. Münzmay, in: {Diskografentag: International
    Conference on Recorded Music}, Guildford, Surrey, England, 2024.'
date_created: 2025-02-10T14:11:58Z
date_updated: 2026-06-03T13:00:31Z
department:
- _id: '36'
- _id: '233'
- _id: '870'
- _id: '615'
- _id: '856'
language:
- iso: eng
place: Guildford, Surrey, England
project:
- _id: '1614'
  name: 'Digitale Interpretationsedition: Prototypischer Forschungsprozess und Modelledition'
publication: '{Diskografentag: International Conference on Recorded Music}'
status: public
title: 'Multi-Modal Data Networks in Music: Thoughts on a Digital Performance Edition
  and its Potential for Ethnomusicology'
type: conference
user_id: '55565'
year: '2024'
...
---
_id: '58553'
author:
- first_name: Axel
  full_name: Berndt, Axel
  id: '55565'
  last_name: Berndt
- first_name: S.
  full_name: Waloschek, S.
  last_name: Waloschek
citation:
  ama: 'Berndt A, Waloschek S. FlowScore: MEI Streaming to Digital Music Stands. In:
    <i>{Edirom Summer School 2024}</i>. ; 2024.'
  apa: 'Berndt, A., &#38; Waloschek, S. (2024). FlowScore: MEI Streaming to Digital
    Music Stands. <i>{Edirom Summer School 2024}</i>.'
  bibtex: '@inproceedings{Berndt_Waloschek_2024, place={Paderborn, Germany}, title={FlowScore:
    MEI Streaming to Digital Music Stands}, booktitle={{Edirom Summer School 2024}},
    author={Berndt, Axel and Waloschek, S.}, year={2024} }'
  chicago: 'Berndt, Axel, and S. Waloschek. “FlowScore: MEI Streaming to Digital Music
    Stands.” In <i>{Edirom Summer School 2024}</i>. Paderborn, Germany, 2024.'
  ieee: 'A. Berndt and S. Waloschek, “FlowScore: MEI Streaming to Digital Music Stands,”
    2024.'
  mla: 'Berndt, Axel, and S. Waloschek. “FlowScore: MEI Streaming to Digital Music
    Stands.” <i>{Edirom Summer School 2024}</i>, 2024.'
  short: 'A. Berndt, S. Waloschek, in: {Edirom Summer School 2024}, Paderborn, Germany,
    2024.'
date_created: 2025-02-10T14:12:09Z
date_updated: 2026-06-03T12:58:25Z
department:
- _id: '36'
- _id: '233'
- _id: '870'
language:
- iso: eng
place: Paderborn, Germany
project:
- _id: '1048'
  name: KreativInstitut.OWL
publication: '{Edirom Summer School 2024}'
status: public
title: 'FlowScore: MEI Streaming to Digital Music Stands'
type: conference
user_id: '55565'
year: '2024'
...
---
_id: '55387'
author:
- first_name: Franz
  full_name: Schröer, Franz
  id: '71764'
  last_name: Schröer
  orcid: 0000-0002-1445-3647
- first_name: Claudia
  full_name: Tenberge, Claudia
  id: '67302'
  last_name: Tenberge
citation:
  ama: Schröer F, Tenberge C. Was macht ein Roboter im Zoo? – Technisches Experimentieren
    inklusiv gestalten. <i>Lernen konkret - Sonderpädagogischer Schwerpunkt Geistige
    Entwicklung</i>. 43(3).
  apa: Schröer, F., &#38; Tenberge, C. (n.d.). Was macht ein Roboter im Zoo? – Technisches
    Experimentieren inklusiv gestalten. <i>Lernen konkret - Sonderpädagogischer Schwerpunkt
    Geistige Entwicklung</i>, <i>43</i>(3).
  bibtex: '@article{Schröer_Tenberge, title={Was macht ein Roboter im Zoo? – Technisches
    Experimentieren inklusiv gestalten}, volume={43}, number={3}, journal={Lernen
    konkret - Sonderpädagogischer Schwerpunkt Geistige Entwicklung}, publisher={westermann},
    author={Schröer, Franz and Tenberge, Claudia} }'
  chicago: Schröer, Franz, and Claudia Tenberge. “Was macht ein Roboter im Zoo? –
    Technisches Experimentieren inklusiv gestalten.” <i>Lernen konkret - Sonderpädagogischer
    Schwerpunkt Geistige Entwicklung</i> 43, no. 3 (n.d.).
  ieee: F. Schröer and C. Tenberge, “Was macht ein Roboter im Zoo? – Technisches Experimentieren
    inklusiv gestalten,” <i>Lernen konkret - Sonderpädagogischer Schwerpunkt Geistige
    Entwicklung</i>, vol. 43, no. 3.
  mla: Schröer, Franz, and Claudia Tenberge. “Was macht ein Roboter im Zoo? – Technisches
    Experimentieren inklusiv gestalten.” <i>Lernen konkret - Sonderpädagogischer Schwerpunkt
    Geistige Entwicklung</i>, vol. 43, no. 3, westermann.
  short: F. Schröer, C. Tenberge, Lernen konkret - Sonderpädagogischer Schwerpunkt
    Geistige Entwicklung 43 (n.d.).
date_created: 2024-07-25T09:38:13Z
date_updated: 2026-06-04T20:57:00Z
department:
- _id: '588'
intvolume: '        43'
issue: '3'
language:
- iso: ger
publication: Lernen konkret - Sonderpädagogischer Schwerpunkt Geistige Entwicklung
publication_identifier:
  issn:
  - 0722-1843
publication_status: inpress
publisher: westermann
status: public
title: Was macht ein Roboter im Zoo? – Technisches Experimentieren inklusiv gestalten
type: journal_article
user_id: '71764'
volume: 43
year: '2024'
...
