---
_id: '51158'
abstract:
- lang: eng
text: "Extended Dynamic Mode Decomposition (EDMD) is a popular data-driven method
to\r\napproximate the Koopman operator for deterministic and stochastic (control)\r\nsystems.
This operator is linear and encompasses full information on the\r\n(expected stochastic)
dynamics. In this paper, we analyze a kernel-based EDMD\r\nalgorithm, known as
kEDMD, where the dictionary consists of the canonical\r\nkernel features at the
data points. The latter are acquired by i.i.d. samples\r\nfrom a user-defined
and application-driven distribution on a compact set. We\r\nprove bounds on the
prediction error of the kEDMD estimator when sampling from\r\nthis (not necessarily
ergodic) distribution. The error analysis is further\r\nextended to control-affine
systems, where the considered invariance of the\r\nReproducing Kernel Hilbert
Space is significantly less restrictive in\r\ncomparison to invariance assumptions
on an a-priori chosen dictionary."
article_number: '92'
author:
- first_name: Friedrich
full_name: Philipp, Friedrich
last_name: Philipp
- first_name: Manuel
full_name: Schaller, Manuel
last_name: Schaller
- first_name: Karl
full_name: Worthmann, Karl
last_name: Worthmann
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Feliks
full_name: Nüske, Feliks
last_name: Nüske
citation:
ama: Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error analysis of kernel
EDMD for prediction and control in the Koopman framework. ournal of Nonlinear
Science. 2025;35. doi:10.1007/s00332-025-10182-3
apa: Philipp, F., Schaller, M., Worthmann, K., Peitz, S., & Nüske, F. (2025).
Error analysis of kernel EDMD for prediction and control in the Koopman framework.
Ournal of Nonlinear Science, 35, Article 92. https://doi.org/10.1007/s00332-025-10182-3
bibtex: '@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2025, title={Error analysis
of kernel EDMD for prediction and control in the Koopman framework}, volume={35},
DOI={10.1007/s00332-025-10182-3},
number={92}, journal={ournal of Nonlinear Science}, author={Philipp, Friedrich
and Schaller, Manuel and Worthmann, Karl and Peitz, Sebastian and Nüske, Feliks},
year={2025} }'
chicago: Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and
Feliks Nüske. “Error Analysis of Kernel EDMD for Prediction and Control in the
Koopman Framework.” Ournal of Nonlinear Science 35 (2025). https://doi.org/10.1007/s00332-025-10182-3.
ieee: 'F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error analysis
of kernel EDMD for prediction and control in the Koopman framework,” ournal
of Nonlinear Science, vol. 35, Art. no. 92, 2025, doi: 10.1007/s00332-025-10182-3.'
mla: Philipp, Friedrich, et al. “Error Analysis of Kernel EDMD for Prediction and
Control in the Koopman Framework.” Ournal of Nonlinear Science, vol. 35,
92, 2025, doi:10.1007/s00332-025-10182-3.
short: F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, Ournal of Nonlinear
Science 35 (2025).
date_created: 2024-02-06T08:49:50Z
date_updated: 2026-10-01T11:28:01Z
department:
- _id: '655'
doi: 10.1007/s00332-025-10182-3
external_id:
arxiv:
- '2312.10460'
intvolume: ' 35'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s00332-025-10182-3.pdf
oa: '1'
publication: ournal of Nonlinear Science
status: public
title: Error analysis of kernel EDMD for prediction and control in the Koopman framework
type: journal_article
user_id: '47427'
volume: 35
year: '2025'
...
---
_id: '67319'
author:
- first_name: K. M.
full_name: de Payrebrune, K. M.
last_name: de Payrebrune
- first_name: K.
full_name: Flaßkamp, K.
last_name: Flaßkamp
- first_name: T.
full_name: Ströhla, T.
last_name: Ströhla
- first_name: T.
full_name: Sattel, T.
last_name: Sattel
- first_name: D.
full_name: Bestle, D.
last_name: Bestle
- first_name: B.
full_name: Röder, B.
last_name: Röder
- first_name: P.
full_name: Eberhard, P.
last_name: Eberhard
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: M.
full_name: Stoffel, M.
last_name: Stoffel
- first_name: G.
full_name: Rutwik, G.
last_name: Rutwik
- first_name: B.
full_name: Aditya, B.
last_name: Aditya
- first_name: M.
full_name: Wohlleben, M.
last_name: Wohlleben
- first_name: W.
full_name: Sextro, W.
last_name: Sextro
- first_name: M.
full_name: Raff, M.
last_name: Raff
- first_name: C. D.
full_name: Remy, C. D.
last_name: Remy
- first_name: M.
full_name: Yadav, M.
last_name: Yadav
- first_name: M.
full_name: Stender, M.
last_name: Stender
- first_name: J.
full_name: van Delden, J.
last_name: van Delden
- first_name: T.
full_name: Lüddecke, T.
last_name: Lüddecke
- first_name: S. C.
full_name: Langer, S. C.
last_name: Langer
- first_name: J.
full_name: Schultz, J.
last_name: Schultz
- first_name: C.
full_name: Blech, C.
last_name: Blech
citation:
ama: de Payrebrune KM, Flaßkamp K, Ströhla T, et al. The impact of AI on engineering
design procedures for dynamical systems. Technische Mechanik - European Journal
of Engineering Mechanics. 2025;45(1):1–23. doi:10.24352/UB.OVGU-2025-037
apa: de Payrebrune, K. M., Flaßkamp, K., Ströhla, T., Sattel, T., Bestle, D., Röder,
B., Eberhard, P., Peitz, S., Stoffel, M., Rutwik, G., Aditya, B., Wohlleben, M.,
Sextro, W., Raff, M., Remy, C. D., Yadav, M., Stender, M., van Delden, J., Lüddecke,
T., … Blech, C. (2025). The impact of AI on engineering design procedures for
dynamical systems. Technische Mechanik - European Journal of Engineering Mechanics,
45(1), 1–23. https://doi.org/10.24352/UB.OVGU-2025-037
bibtex: '@article{de Payrebrune_Flaßkamp_Ströhla_Sattel_Bestle_Röder_Eberhard_Peitz_Stoffel_Rutwik_et
al._2025, title={The impact of AI on engineering design procedures for dynamical
systems}, volume={45}, DOI={10.24352/UB.OVGU-2025-037},
number={1}, journal={Technische Mechanik - European Journal of Engineering Mechanics},
author={de Payrebrune, K. M. and Flaßkamp, K. and Ströhla, T. and Sattel, T. and
Bestle, D. and Röder, B. and Eberhard, P. and Peitz, Sebastian and Stoffel, M.
and Rutwik, G. and et al.}, year={2025}, pages={1–23} }'
chicago: 'Payrebrune, K. M. de, K. Flaßkamp, T. Ströhla, T. Sattel, D. Bestle, B.
Röder, P. Eberhard, et al. “The Impact of AI on Engineering Design Procedures
for Dynamical Systems.” Technische Mechanik - European Journal of Engineering
Mechanics 45, no. 1 (2025): 1–23. https://doi.org/10.24352/UB.OVGU-2025-037.'
ieee: 'K. M. de Payrebrune et al., “The impact of AI on engineering design
procedures for dynamical systems,” Technische Mechanik - European Journal of
Engineering Mechanics, vol. 45, no. 1, pp. 1–23, 2025, doi: 10.24352/UB.OVGU-2025-037.'
mla: de Payrebrune, K. M., et al. “The Impact of AI on Engineering Design Procedures
for Dynamical Systems.” Technische Mechanik - European Journal of Engineering
Mechanics, vol. 45, no. 1, 2025, pp. 1–23, doi:10.24352/UB.OVGU-2025-037.
short: K.M. de Payrebrune, K. Flaßkamp, T. Ströhla, T. Sattel, D. Bestle, B. Röder,
P. Eberhard, S. Peitz, M. Stoffel, G. Rutwik, B. Aditya, M. Wohlleben, W. Sextro,
M. Raff, C.D. Remy, M. Yadav, M. Stender, J. van Delden, T. Lüddecke, S.C. Langer,
J. Schultz, C. Blech, Technische Mechanik - European Journal of Engineering Mechanics
45 (2025) 1–23.
date_created: 2026-10-01T12:06:51Z
date_updated: 2026-10-01T12:07:01Z
department:
- _id: '655'
doi: 10.24352/UB.OVGU-2025-037
intvolume: ' 45'
issue: '1'
keyword:
- own
- own-journal
language:
- iso: eng
page: 1–23
publication: Technische Mechanik - European Journal of Engineering Mechanics
status: public
title: The impact of AI on engineering design procedures for dynamical systems
type: journal_article
user_id: '47427'
volume: 45
year: '2025'
...
---
_id: '67317'
author:
- first_name: Manuel
full_name: Berkemeier, Manuel
last_name: Berkemeier
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Berkemeier M, Peitz S. Multi-Objective Trust-Region Filter Method for Nonlinear
Constraints using Inexact Gradients. Open Journal of Mathematical Optimization.
2025;6:1–36. doi:10.5802/ojmo.47
apa: Berkemeier, M., & Peitz, S. (2025). Multi-Objective Trust-Region Filter
Method for Nonlinear Constraints using Inexact Gradients. Open Journal of Mathematical
Optimization, 6, 1–36. https://doi.org/10.5802/ojmo.47
bibtex: '@article{Berkemeier_Peitz_2025, title={Multi-Objective Trust-Region Filter
Method for Nonlinear Constraints using Inexact Gradients}, volume={6}, DOI={10.5802/ojmo.47}, journal={Open Journal
of Mathematical Optimization}, publisher={Université de Montpellier}, author={Berkemeier,
Manuel and Peitz, Sebastian}, year={2025}, pages={1–36} }'
chicago: 'Berkemeier, Manuel, and Sebastian Peitz. “Multi-Objective Trust-Region
Filter Method for Nonlinear Constraints Using Inexact Gradients.” Open Journal
of Mathematical Optimization 6 (2025): 1–36. https://doi.org/10.5802/ojmo.47.'
ieee: 'M. Berkemeier and S. Peitz, “Multi-Objective Trust-Region Filter Method for
Nonlinear Constraints using Inexact Gradients,” Open Journal of Mathematical
Optimization, vol. 6, pp. 1–36, 2025, doi: 10.5802/ojmo.47.'
mla: Berkemeier, Manuel, and Sebastian Peitz. “Multi-Objective Trust-Region Filter
Method for Nonlinear Constraints Using Inexact Gradients.” Open Journal of
Mathematical Optimization, vol. 6, Université de Montpellier, 2025, pp. 1–36,
doi:10.5802/ojmo.47.
short: M. Berkemeier, S. Peitz, Open Journal of Mathematical Optimization 6 (2025)
1–36.
date_created: 2026-10-01T12:06:11Z
date_updated: 2026-10-01T12:06:26Z
department:
- _id: '655'
doi: 10.5802/ojmo.47
intvolume: ' 6'
keyword:
- own
- own-journal
language:
- iso: eng
page: 1–36
publication: Open Journal of Mathematical Optimization
publisher: Université de Montpellier
status: public
title: Multi-Objective Trust-Region Filter Method for Nonlinear Constraints using
Inexact Gradients
type: journal_article
user_id: '47427'
volume: 6
year: '2025'
...
---
_id: '67314'
author:
- first_name: Hans
full_name: Harder, Hans
id: '98879'
last_name: Harder
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Feliks
full_name: Nüske, Feliks
last_name: Nüske
- first_name: Friedrich
full_name: Philipp, Friedrich
last_name: Philipp
- first_name: Manuel
full_name: Schaller, Manuel
last_name: Schaller
- first_name: Karl
full_name: Worthmann, Karl
last_name: Worthmann
citation:
ama: 'Harder H, Peitz S, Nüske F, Philipp F, Schaller M, Worthmann K. Group Convolutional
Extended Dynamic Mode Decomposition. Physica D: Nonlinear Phenomena. 2025;480:134725.
doi:10.1016/j.physd.2025.134725'
apa: 'Harder, H., Peitz, S., Nüske, F., Philipp, F., Schaller, M., & Worthmann,
K. (2025). Group Convolutional Extended Dynamic Mode Decomposition. Physica
D: Nonlinear Phenomena, 480, 134725. https://doi.org/10.1016/j.physd.2025.134725'
bibtex: '@article{Harder_Peitz_Nüske_Philipp_Schaller_Worthmann_2025, title={Group
Convolutional Extended Dynamic Mode Decomposition}, volume={480}, DOI={10.1016/j.physd.2025.134725},
journal={Physica D: Nonlinear Phenomena}, author={Harder, Hans and Peitz, Sebastian
and Nüske, Feliks and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl},
year={2025}, pages={134725} }'
chicago: 'Harder, Hans, Sebastian Peitz, Feliks Nüske, Friedrich Philipp, Manuel
Schaller, and Karl Worthmann. “Group Convolutional Extended Dynamic Mode Decomposition.”
Physica D: Nonlinear Phenomena 480 (2025): 134725. https://doi.org/10.1016/j.physd.2025.134725.'
ieee: 'H. Harder, S. Peitz, F. Nüske, F. Philipp, M. Schaller, and K. Worthmann,
“Group Convolutional Extended Dynamic Mode Decomposition,” Physica D: Nonlinear
Phenomena, vol. 480, p. 134725, 2025, doi: 10.1016/j.physd.2025.134725.'
mla: 'Harder, Hans, et al. “Group Convolutional Extended Dynamic Mode Decomposition.”
Physica D: Nonlinear Phenomena, vol. 480, 2025, p. 134725, doi:10.1016/j.physd.2025.134725.'
short: 'H. Harder, S. Peitz, F. Nüske, F. Philipp, M. Schaller, K. Worthmann, Physica
D: Nonlinear Phenomena 480 (2025) 134725.'
date_created: 2026-10-01T12:05:08Z
date_updated: 2026-10-01T12:05:18Z
department:
- _id: '655'
doi: 10.1016/j.physd.2025.134725
intvolume: ' 480'
keyword:
- own
- own-journal
language:
- iso: eng
page: '134725'
publication: 'Physica D: Nonlinear Phenomena'
status: public
title: Group Convolutional Extended Dynamic Mode Decomposition
type: journal_article
user_id: '47427'
volume: 480
year: '2025'
...
---
_id: '67316'
author:
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Sedjro Salomon
full_name: Hotegni, Sedjro Salomon
id: '97995'
last_name: Hotegni
citation:
ama: 'Peitz S, Hotegni SS. Multi-objective Deep Learning: Taxonomy and Survey of
the State of the Art. Machine Learning with Applications. 2025;(100700).
doi:10.1016/j.mlwa.2025.100700'
apa: 'Peitz, S., & Hotegni, S. S. (2025). Multi-objective Deep Learning: Taxonomy
and Survey of the State of the Art. Machine Learning with Applications,
100700. https://doi.org/10.1016/j.mlwa.2025.100700'
bibtex: '@article{Peitz_Hotegni_2025, title={Multi-objective Deep Learning: Taxonomy
and Survey of the State of the Art}, DOI={10.1016/j.mlwa.2025.100700},
number={100700}, journal={Machine Learning with Applications}, author={Peitz,
Sebastian and Hotegni, Sedjro Salomon}, year={2025} }'
chicago: 'Peitz, Sebastian, and Sedjro Salomon Hotegni. “Multi-Objective Deep Learning:
Taxonomy and Survey of the State of the Art.” Machine Learning with Applications,
no. 100700 (2025). https://doi.org/10.1016/j.mlwa.2025.100700.'
ieee: 'S. Peitz and S. S. Hotegni, “Multi-objective Deep Learning: Taxonomy and
Survey of the State of the Art,” Machine Learning with Applications, no.
100700, 2025, doi: 10.1016/j.mlwa.2025.100700.'
mla: 'Peitz, Sebastian, and Sedjro Salomon Hotegni. “Multi-Objective Deep Learning:
Taxonomy and Survey of the State of the Art.” Machine Learning with Applications,
no. 100700, 2025, doi:10.1016/j.mlwa.2025.100700.'
short: S. Peitz, S.S. Hotegni, Machine Learning with Applications (2025).
date_created: 2026-10-01T12:05:57Z
date_updated: 2026-10-01T12:06:04Z
department:
- _id: '655'
doi: 10.1016/j.mlwa.2025.100700
issue: '100700'
keyword:
- own
- own-journal
language:
- iso: eng
publication: Machine Learning with Applications
status: public
title: 'Multi-objective Deep Learning: Taxonomy and Survey of the State of the Art'
type: journal_article
user_id: '47427'
year: '2025'
...
---
_id: '67315'
author:
- first_name: Michiel
full_name: Straat, Michiel
last_name: Straat
- first_name: Thorben
full_name: Markmann, Thorben
last_name: Markmann
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: Straat M, Markmann T, Peitz S, Hammer B. Improving the Robustness of Control
of Chaotic Convective Flows with Domain-Informed Reinforcement Learning. arXiv:251100272.
Published online 2025.
apa: Straat, M., Markmann, T., Peitz, S., & Hammer, B. (2025). Improving the
Robustness of Control of Chaotic Convective Flows with Domain-Informed Reinforcement
Learning. In arXiv:2511.00272.
bibtex: '@article{Straat_Markmann_Peitz_Hammer_2025, title={Improving the Robustness
of Control of Chaotic Convective Flows with Domain-Informed Reinforcement Learning},
journal={arXiv:2511.00272}, author={Straat, Michiel and Markmann, Thorben and
Peitz, Sebastian and Hammer, Barbara}, year={2025} }'
chicago: Straat, Michiel, Thorben Markmann, Sebastian Peitz, and Barbara Hammer.
“Improving the Robustness of Control of Chaotic Convective Flows with Domain-Informed
Reinforcement Learning.” ArXiv:2511.00272, 2025.
ieee: M. Straat, T. Markmann, S. Peitz, and B. Hammer, “Improving the Robustness
of Control of Chaotic Convective Flows with Domain-Informed Reinforcement Learning,”
arXiv:2511.00272. 2025.
mla: Straat, Michiel, et al. “Improving the Robustness of Control of Chaotic Convective
Flows with Domain-Informed Reinforcement Learning.” ArXiv:2511.00272, 2025.
short: M. Straat, T. Markmann, S. Peitz, B. Hammer, ArXiv:2511.00272 (2025).
date_created: 2026-10-01T12:05:32Z
date_updated: 2026-10-01T12:05:47Z
department:
- _id: '655'
keyword:
- own
- own-preprint
language:
- iso: eng
publication: arXiv:2511.00272
status: public
title: Improving the Robustness of Control of Chaotic Convective Flows with Domain-Informed
Reinforcement Learning
type: preprint
user_id: '47427'
year: '2025'
...
---
_id: '67318'
author:
- first_name: Fynn
full_name: Fromme, Fynn
last_name: Fromme
- first_name: Christine
full_name: Allen-Blanchette, Christine
last_name: Allen-Blanchette
- first_name: Hans
full_name: Harder, Hans
id: '98879'
last_name: Harder
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Fromme F, Allen-Blanchette C, Harder H, Peitz S. Surrogate Modeling of 3D Rayleigh-Bénard
Convection with Equivariant Autoencoders. arXiv:250513569. Published online
2025.
apa: Fromme, F., Allen-Blanchette, C., Harder, H., & Peitz, S. (2025). Surrogate
Modeling of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders. In arXiv:2505.13569.
bibtex: '@article{Fromme_Allen-Blanchette_Harder_Peitz_2025, title={Surrogate Modeling
of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders}, journal={arXiv:2505.13569},
author={Fromme, Fynn and Allen-Blanchette, Christine and Harder, Hans and Peitz,
Sebastian}, year={2025} }'
chicago: Fromme, Fynn, Christine Allen-Blanchette, Hans Harder, and Sebastian Peitz.
“Surrogate Modeling of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders.”
ArXiv:2505.13569, 2025.
ieee: F. Fromme, C. Allen-Blanchette, H. Harder, and S. Peitz, “Surrogate Modeling
of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders,” arXiv:2505.13569.
2025.
mla: Fromme, Fynn, et al. “Surrogate Modeling of 3D Rayleigh-Bénard Convection with
Equivariant Autoencoders.” ArXiv:2505.13569, 2025.
short: F. Fromme, C. Allen-Blanchette, H. Harder, S. Peitz, ArXiv:2505.13569 (2025).
date_created: 2026-10-01T12:06:29Z
date_updated: 2026-10-01T12:06:45Z
department:
- _id: '655'
keyword:
- own
- own-preprint
- erc
language:
- iso: eng
publication: arXiv:2505.13569
status: public
title: Surrogate Modeling of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders
type: preprint
user_id: '47427'
year: '2025'
...
---
_id: '61016'
author:
- first_name: Dominik
full_name: Baier, Dominik
last_name: Baier
- first_name: Laureen
full_name: Kieke, Laureen
last_name: Kieke
- first_name: Sven
full_name: Voth, Sven
last_name: Voth
- first_name: Marvin
full_name: Kloß, Marvin
last_name: Kloß
- first_name: Marten
full_name: Huck, Marten
last_name: Huck
- first_name: Hans-Georg
full_name: Steinrück, Hans-Georg
last_name: Steinrück
- first_name: Michael
full_name: Tiemann, Michael
last_name: Tiemann
citation:
ama: 'Baier D, Kieke L, Voth S, et al. Selective H2 Gas Sensing Using
ZIF-71/In-SnO2 Bilayer Sensors: A Size-Selective Molecular Sieving
Approach. ACS Sensors. 2025;10(8):5664-5673. doi:10.1021/acssensors.5c00770'
apa: 'Baier, D., Kieke, L., Voth, S., Kloß, M., Huck, M., Steinrück, H.-G., &
Tiemann, M. (2025). Selective H2 Gas Sensing Using ZIF-71/In-SnO2
Bilayer Sensors: A Size-Selective Molecular Sieving Approach. ACS Sensors,
10(8), 5664–5673. https://doi.org/10.1021/acssensors.5c00770'
bibtex: '@article{Baier_Kieke_Voth_Kloß_Huck_Steinrück_Tiemann_2025, title={Selective
H2 Gas Sensing Using ZIF-71/In-SnO2 Bilayer Sensors: A Size-Selective
Molecular Sieving Approach}, volume={10}, DOI={10.1021/acssensors.5c00770},
number={8}, journal={ACS Sensors}, publisher={American Chemical Society (ACS)},
author={Baier, Dominik and Kieke, Laureen and Voth, Sven and Kloß, Marvin and
Huck, Marten and Steinrück, Hans-Georg and Tiemann, Michael}, year={2025}, pages={5664–5673}
}'
chicago: 'Baier, Dominik, Laureen Kieke, Sven Voth, Marvin Kloß, Marten Huck, Hans-Georg
Steinrück, and Michael Tiemann. “Selective H2 Gas Sensing Using ZIF-71/In-SnO2
Bilayer Sensors: A Size-Selective Molecular Sieving Approach.” ACS Sensors
10, no. 8 (2025): 5664–73. https://doi.org/10.1021/acssensors.5c00770.'
ieee: 'D. Baier et al., “Selective H2 Gas Sensing Using ZIF-71/In-SnO2
Bilayer Sensors: A Size-Selective Molecular Sieving Approach,” ACS Sensors,
vol. 10, no. 8, pp. 5664–5673, 2025, doi: 10.1021/acssensors.5c00770.'
mla: 'Baier, Dominik, et al. “Selective H2 Gas Sensing Using ZIF-71/In-SnO2
Bilayer Sensors: A Size-Selective Molecular Sieving Approach.” ACS Sensors,
vol. 10, no. 8, American Chemical Society (ACS), 2025, pp. 5664–73, doi:10.1021/acssensors.5c00770.'
short: D. Baier, L. Kieke, S. Voth, M. Kloß, M. Huck, H.-G. Steinrück, M. Tiemann,
ACS Sensors 10 (2025) 5664–5673.
date_created: 2025-08-26T06:58:42Z
date_updated: 2026-10-01T14:04:40Z
department:
- _id: '35'
- _id: '2'
- _id: '307'
doi: 10.1021/acssensors.5c00770
intvolume: ' 10'
issue: '8'
language:
- iso: eng
page: 5664-5673
publication: ACS Sensors
publication_identifier:
issn:
- 2379-3694
- 2379-3694
publication_status: published
publisher: American Chemical Society (ACS)
status: public
title: 'Selective H2 Gas Sensing Using ZIF-71/In-SnO2 Bilayer
Sensors: A Size-Selective Molecular Sieving Approach'
type: journal_article
user_id: '23547'
volume: 10
year: '2025'
...
---
_id: '61202'
abstract:
- lang: eng
text: The number of datasets on the web of data increases continuously. However,
the knowledge contained therein cannot be fully utilized without finding links
between the entities contained in these datasets. Equivalent entities can not
be identified solely by checking the equivalence of IRIs because of the different
origins and naming schemes of different data providers. Yet, such equivalences
can be discovered by computing the similarity of their attributes. In this paper
we propose GLIDE, an approach that links entities from two different datasets
by embedding a joint model of these datasets enriched by additional relations
describing the similarity of literals. The joint model is embedded into a latent
vector space while paying attention to juxtaposing similar literals. We evaluate
our approach against state-of-the-art algorithms using real-world datasets commonly
used in link discovery literature. The results show that GLIDE outperforms all
baselines on 5 of 7 datasets with perfect or near-perfect accuracy. Our approach
achieves its best performance on datasets that feature several literals with similarities.
Our experiments indicate that researchers should not only pay attention to equal
literals in knowledge graph embedding but should also be aware of the distance
between similar literals.
author:
- first_name: Alexander
full_name: Becker, Alexander
last_name: Becker
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Mohamed
full_name: Sherif, Mohamed
id: '67234'
last_name: Sherif
orcid: https://orcid.org/0000-0002-9927-2203
citation:
ama: 'Becker A, Ngonga Ngomo A-C, Sherif M. GLIDE: Knowledge Graph Linking using
Distance-Aware Embeddings. In: The Semantic Web – ISWC 2025. ; 2025.'
apa: 'Becker, A., Ngonga Ngomo, A.-C., & Sherif, M. (2025). GLIDE: Knowledge
Graph Linking using Distance-Aware Embeddings. The Semantic Web – ISWC 2025.
ISWC 2025.'
bibtex: '@inproceedings{Becker_Ngonga Ngomo_Sherif_2025, place={Nara, Japan}, title={GLIDE:
Knowledge Graph Linking using Distance-Aware Embeddings}, booktitle={The Semantic
Web – ISWC 2025}, author={Becker, Alexander and Ngonga Ngomo, Axel-Cyrille and
Sherif, Mohamed}, year={2025} }'
chicago: 'Becker, Alexander, Axel-Cyrille Ngonga Ngomo, and Mohamed Sherif. “GLIDE:
Knowledge Graph Linking Using Distance-Aware Embeddings.” In The Semantic Web
– ISWC 2025. Nara, Japan, 2025.'
ieee: 'A. Becker, A.-C. Ngonga Ngomo, and M. Sherif, “GLIDE: Knowledge Graph Linking
using Distance-Aware Embeddings,” presented at the ISWC 2025, 2025.'
mla: 'Becker, Alexander, et al. “GLIDE: Knowledge Graph Linking Using Distance-Aware
Embeddings.” The Semantic Web – ISWC 2025, 2025.'
short: 'A. Becker, A.-C. Ngonga Ngomo, M. Sherif, in: The Semantic Web – ISWC 2025,
Nara, Japan, 2025.'
conference:
name: ISWC 2025
date_created: 2025-09-11T10:04:16Z
date_updated: 2026-10-02T08:02:42Z
department:
- _id: '574'
keyword:
- becker sherif enexa sailproject dice simba ngonga whale
language:
- iso: eng
place: Nara, Japan
publication: The Semantic Web – ISWC 2025
status: public
title: 'GLIDE: Knowledge Graph Linking using Distance-Aware Embeddings'
type: conference
user_id: '67234'
year: '2025'
...
---
_id: '67338'
author:
- first_name: Alexander
full_name: Becker, Alexander
last_name: Becker
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Mohamed
full_name: Sherif, Mohamed
id: '67234'
last_name: Sherif
orcid: https://orcid.org/0000-0002-9927-2203
citation:
ama: 'Becker A, Ngonga Ngomo A-C, Sherif M. TIM Results for OAEI 2025. In: OM
2025: The 20th International Workshop on Ontology Matching Collocated with the
24th International Semantic Web Conference(ISWC 2025), November 2nd, 2025, Nara,
Japan. Vol 4144. CEUR Workshop Proceedings. CEUR-WS; 2025:166-171.'
apa: 'Becker, A., Ngonga Ngomo, A.-C., & Sherif, M. (2025). TIM Results for
OAEI 2025. OM 2025: The 20th International Workshop on Ontology Matching Collocated
with the 24th International Semantic Web Conference(ISWC 2025), November 2nd,
2025, Nara, Japan, 4144, 166–171.'
bibtex: '@inproceedings{Becker_Ngonga Ngomo_Sherif_2025, series={CEUR Workshop Proceedings},
title={TIM Results for OAEI 2025}, volume={4144}, booktitle={OM 2025: The 20th
International Workshop on Ontology Matching collocated with the 24th International
Semantic Web Conference(ISWC 2025), November 2nd, 2025, Nara, Japan}, publisher={CEUR-WS},
author={Becker, Alexander and Ngonga Ngomo, Axel-Cyrille and Sherif, Mohamed},
year={2025}, pages={166–171}, collection={CEUR Workshop Proceedings} }'
chicago: 'Becker, Alexander, Axel-Cyrille Ngonga Ngomo, and Mohamed Sherif. “TIM
Results for OAEI 2025.” In OM 2025: The 20th International Workshop on Ontology
Matching Collocated with the 24th International Semantic Web Conference(ISWC 2025),
November 2nd, 2025, Nara, Japan, 4144:166–71. CEUR Workshop Proceedings. CEUR-WS,
2025.'
ieee: 'A. Becker, A.-C. Ngonga Ngomo, and M. Sherif, “TIM Results for OAEI 2025,”
in OM 2025: The 20th International Workshop on Ontology Matching collocated
with the 24th International Semantic Web Conference(ISWC 2025), November 2nd,
2025, Nara, Japan, 2025, vol. 4144, pp. 166–171.'
mla: 'Becker, Alexander, et al. “TIM Results for OAEI 2025.” OM 2025: The 20th
International Workshop on Ontology Matching Collocated with the 24th International
Semantic Web Conference(ISWC 2025), November 2nd, 2025, Nara, Japan, vol.
4144, CEUR-WS, 2025, pp. 166–71.'
short: 'A. Becker, A.-C. Ngonga Ngomo, M. Sherif, in: OM 2025: The 20th International
Workshop on Ontology Matching Collocated with the 24th International Semantic
Web Conference(ISWC 2025), November 2nd, 2025, Nara, Japan, CEUR-WS, 2025, pp.
166–171.'
date_created: 2026-10-02T07:49:56Z
date_updated: 2026-10-02T08:03:58Z
intvolume: ' 4144'
keyword:
- becker dice enexa ngonga sailproject sherif whale
language:
- iso: eng
page: 166-171
publication: 'OM 2025: The 20th International Workshop on Ontology Matching collocated
with the 24th International Semantic Web Conference(ISWC 2025), November 2nd, 2025,
Nara, Japan'
publisher: CEUR-WS
series_title: CEUR Workshop Proceedings
status: public
title: TIM Results for OAEI 2025
type: conference
user_id: '67234'
volume: 4144
year: '2025'
...
---
_id: '67385'
author:
- first_name: Charlotte
full_name: Graner, Charlotte
last_name: Graner
- first_name: Sebastian
full_name: Schettler, Sebastian
last_name: Schettler
- first_name: Katharina
full_name: Hollmer, Katharina
id: '104582'
last_name: Hollmer
- first_name: Sebastian
full_name: Schöne, Sebastian
last_name: Schöne
- first_name: Jan
full_name: Kalich, Jan
last_name: Kalich
- first_name: Martina
full_name: Zimmermann, Martina
last_name: Zimmermann
citation:
ama: 'Graner C, Schettler S, Hollmer K, Schöne S, Kalich J, Zimmermann M. Mechanische
Eigenschaften geclinchter Aluminiumverbindungen in Abhängigkeit vom Umformgrad.
In: 43. Vortrags- Und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe
Und Bauteile Auf Dem Prüfstand. ; 2025:298-303.'
apa: Graner, C., Schettler, S., Hollmer, K., Schöne, S., Kalich, J., & Zimmermann,
M. (2025). Mechanische Eigenschaften geclinchter Aluminiumverbindungen in Abhängigkeit
vom Umformgrad. 43. Vortrags- Und Diskussionstagung Werkstoffprüfung 2025 –
Werkstoffe Und Bauteile Auf Dem Prüfstand, 298–303.
bibtex: '@inproceedings{Graner_Schettler_Hollmer_Schöne_Kalich_Zimmermann_2025,
title={Mechanische Eigenschaften geclinchter Aluminiumverbindungen in Abhängigkeit
vom Umformgrad}, booktitle={43. Vortrags- und Diskussionstagung Werkstoffprüfung
2025 – Werkstoffe und Bauteile auf dem Prüfstand}, author={Graner, Charlotte and
Schettler, Sebastian and Hollmer, Katharina and Schöne, Sebastian and Kalich,
Jan and Zimmermann, Martina}, year={2025}, pages={298–303} }'
chicago: Graner, Charlotte, Sebastian Schettler, Katharina Hollmer, Sebastian Schöne,
Jan Kalich, and Martina Zimmermann. “Mechanische Eigenschaften Geclinchter Aluminiumverbindungen
in Abhängigkeit Vom Umformgrad.” In 43. Vortrags- Und Diskussionstagung Werkstoffprüfung
2025 – Werkstoffe Und Bauteile Auf Dem Prüfstand, 298–303, 2025.
ieee: C. Graner, S. Schettler, K. Hollmer, S. Schöne, J. Kalich, and M. Zimmermann,
“Mechanische Eigenschaften geclinchter Aluminiumverbindungen in Abhängigkeit vom
Umformgrad,” in 43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 –
Werkstoffe und Bauteile auf dem Prüfstand, Dresden, 2025, pp. 298–303.
mla: Graner, Charlotte, et al. “Mechanische Eigenschaften Geclinchter Aluminiumverbindungen
in Abhängigkeit Vom Umformgrad.” 43. Vortrags- Und Diskussionstagung Werkstoffprüfung
2025 – Werkstoffe Und Bauteile Auf Dem Prüfstand, 2025, pp. 298–303.
short: 'C. Graner, S. Schettler, K. Hollmer, S. Schöne, J. Kalich, M. Zimmermann,
in: 43. Vortrags- Und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe Und
Bauteile Auf Dem Prüfstand, 2025, pp. 298–303.'
conference:
location: Dresden
name: 43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe und
Bauteile auf dem Prüfstand
date_created: 2026-10-05T08:24:49Z
date_updated: 2026-10-05T08:25:27Z
language:
- iso: eng
page: '298-303 '
publication: 43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe
und Bauteile auf dem Prüfstand
publication_identifier:
isbn:
- 978-3-88355-454-9
status: public
title: Mechanische Eigenschaften geclinchter Aluminiumverbindungen in Abhängigkeit
vom Umformgrad
type: conference
user_id: '104582'
year: '2025'
...
---
_id: '67384'
author:
- first_name: Katharina
full_name: Hollmer, Katharina
id: '104582'
last_name: Hollmer
- first_name: Gregor
full_name: Reschke, Gregor
last_name: Reschke
- first_name: Alexander
full_name: Brosius, Alexander
last_name: Brosius
- first_name: Martina
full_name: Zimmermann, Martina
last_name: Zimmermann
citation:
ama: 'Hollmer K, Reschke G, Brosius A, Zimmermann M. Analyse des Schädigungsverlaufs
geclinchter Verbindungen während der Ermüdungsbeanspruchung. In: 43. Vortrags-
Und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe Und Bauteile Auf Dem
Prüfstand. ; 2025:220-226.'
apa: Hollmer, K., Reschke, G., Brosius, A., & Zimmermann, M. (2025). Analyse
des Schädigungsverlaufs geclinchter Verbindungen während der Ermüdungsbeanspruchung.
43. Vortrags- Und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe Und
Bauteile Auf Dem Prüfstand, 220–226.
bibtex: '@inproceedings{Hollmer_Reschke_Brosius_Zimmermann_2025, title={Analyse
des Schädigungsverlaufs geclinchter Verbindungen während der Ermüdungsbeanspruchung},
booktitle={43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe
und Bauteile auf dem Prüfstand}, author={Hollmer, Katharina and Reschke, Gregor
and Brosius, Alexander and Zimmermann, Martina}, year={2025}, pages={220–226}
}'
chicago: Hollmer, Katharina, Gregor Reschke, Alexander Brosius, and Martina Zimmermann.
“Analyse Des Schädigungsverlaufs Geclinchter Verbindungen Während Der Ermüdungsbeanspruchung.”
In 43. Vortrags- Und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe Und
Bauteile Auf Dem Prüfstand, 220–26, 2025.
ieee: K. Hollmer, G. Reschke, A. Brosius, and M. Zimmermann, “Analyse des Schädigungsverlaufs
geclinchter Verbindungen während der Ermüdungsbeanspruchung,” in 43. Vortrags-
und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe und Bauteile auf dem
Prüfstand, Dresden, 2025, pp. 220–226.
mla: Hollmer, Katharina, et al. “Analyse Des Schädigungsverlaufs Geclinchter Verbindungen
Während Der Ermüdungsbeanspruchung.” 43. Vortrags- Und Diskussionstagung Werkstoffprüfung
2025 – Werkstoffe Und Bauteile Auf Dem Prüfstand, 2025, pp. 220–26.
short: 'K. Hollmer, G. Reschke, A. Brosius, M. Zimmermann, in: 43. Vortrags- Und
Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe Und Bauteile Auf Dem Prüfstand,
2025, pp. 220–226.'
conference:
location: Dresden
name: 43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe und
Bauteile auf dem Prüfstand
date_created: 2026-10-05T08:21:28Z
date_updated: 2026-10-05T08:25:23Z
language:
- iso: eng
page: 220-226
publication: 43. Vortrags- und Diskussionstagung Werkstoffprüfung 2025 – Werkstoffe
und Bauteile auf dem Prüfstand
publication_identifier:
isbn:
- 978-3-88355-454-9
status: public
title: Analyse des Schädigungsverlaufs geclinchter Verbindungen während der Ermüdungsbeanspruchung
type: conference
user_id: '104582'
year: '2025'
...
---
_id: '62985'
author:
- first_name: Katja
full_name: Cramer, Katja
id: '79855'
last_name: Cramer
citation:
ama: Cramer K. Nutzen Generativer Künstlicher Intelligenz in Der Physikunterrichtsplanung
Aus Sicht von Personen Mit Schulpraktischem Hintergrund. LibreCat University;
2025. doi:10.13140/RG.2.2.32686.83523
apa: Cramer, K. (2025). Nutzen generativer künstlicher Intelligenz in der Physikunterrichtsplanung
aus Sicht von Personen mit schulpraktischem Hintergrund. LibreCat University.
https://doi.org/10.13140/RG.2.2.32686.83523
bibtex: '@book{Cramer_2025, title={Nutzen generativer künstlicher Intelligenz in
der Physikunterrichtsplanung aus Sicht von Personen mit schulpraktischem Hintergrund.},
DOI={10.13140/RG.2.2.32686.83523},
publisher={LibreCat University}, author={Cramer, Katja}, year={2025} }'
chicago: Cramer, Katja. Nutzen Generativer Künstlicher Intelligenz in Der Physikunterrichtsplanung
Aus Sicht von Personen Mit Schulpraktischem Hintergrund. LibreCat University,
2025. https://doi.org/10.13140/RG.2.2.32686.83523.
ieee: K. Cramer, Nutzen generativer künstlicher Intelligenz in der Physikunterrichtsplanung
aus Sicht von Personen mit schulpraktischem Hintergrund. LibreCat University,
2025.
mla: Cramer, Katja. Nutzen Generativer Künstlicher Intelligenz in Der Physikunterrichtsplanung
Aus Sicht von Personen Mit Schulpraktischem Hintergrund. LibreCat University,
2025, doi:10.13140/RG.2.2.32686.83523.
short: K. Cramer, Nutzen Generativer Künstlicher Intelligenz in Der Physikunterrichtsplanung
Aus Sicht von Personen Mit Schulpraktischem Hintergrund., LibreCat University,
2025.
date_created: 2025-12-09T12:37:00Z
date_updated: 2026-10-08T14:01:30Z
ddc:
- '370'
doi: 10.13140/RG.2.2.32686.83523
has_accepted_license: '1'
language:
- iso: eng
publisher: LibreCat University
status: public
title: Nutzen generativer künstlicher Intelligenz in der Physikunterrichtsplanung
aus Sicht von Personen mit schulpraktischem Hintergrund.
type: mastersthesis
user_id: '79855'
year: '2025'
...
---
_id: '45827'
author:
- first_name: Chuntian
full_name: Cao, Chuntian
last_name: Cao
- first_name: Hans-Georg
full_name: Steinrück, Hans-Georg
id: '84268'
last_name: Steinrück
orcid: 0000-0001-6373-0877
citation:
ama: 'Cao C, Steinrück H-G. Molecular-scale synchrotron X-ray investigations of
solid-liquid interfaces in lithium-ion batteries. In: Reference Module in Chemistry,
Molecular Sciences and Chemical Engineering. Elsevier; 2024:391-416. doi:10.1016/b978-0-323-85669-0.00105-7'
apa: Cao, C., & Steinrück, H.-G. (2024). Molecular-scale synchrotron X-ray investigations
of solid-liquid interfaces in lithium-ion batteries. In Reference Module in
Chemistry, Molecular Sciences and Chemical Engineering (pp. 391–416). Elsevier.
https://doi.org/10.1016/b978-0-323-85669-0.00105-7
bibtex: '@inbook{Cao_Steinrück_2024, title={Molecular-scale synchrotron X-ray investigations
of solid-liquid interfaces in lithium-ion batteries}, DOI={10.1016/b978-0-323-85669-0.00105-7},
booktitle={Reference Module in Chemistry, Molecular Sciences and Chemical Engineering},
publisher={Elsevier}, author={Cao, Chuntian and Steinrück, Hans-Georg}, year={2024},
pages={391–416} }'
chicago: Cao, Chuntian, and Hans-Georg Steinrück. “Molecular-Scale Synchrotron X-Ray
Investigations of Solid-Liquid Interfaces in Lithium-Ion Batteries.” In Reference
Module in Chemistry, Molecular Sciences and Chemical Engineering, 391–416.
Elsevier, 2024. https://doi.org/10.1016/b978-0-323-85669-0.00105-7.
ieee: C. Cao and H.-G. Steinrück, “Molecular-scale synchrotron X-ray investigations
of solid-liquid interfaces in lithium-ion batteries,” in Reference Module in
Chemistry, Molecular Sciences and Chemical Engineering, Elsevier, 2024, pp.
391–416.
mla: Cao, Chuntian, and Hans-Georg Steinrück. “Molecular-Scale Synchrotron X-Ray
Investigations of Solid-Liquid Interfaces in Lithium-Ion Batteries.” Reference
Module in Chemistry, Molecular Sciences and Chemical Engineering, Elsevier,
2024, pp. 391–416, doi:10.1016/b978-0-323-85669-0.00105-7.
short: 'C. Cao, H.-G. Steinrück, in: Reference Module in Chemistry, Molecular Sciences
and Chemical Engineering, Elsevier, 2024, pp. 391–416.'
date_created: 2023-07-01T15:48:53Z
date_updated: 2023-10-03T09:10:39Z
department:
- _id: '633'
doi: 10.1016/b978-0-323-85669-0.00105-7
language:
- iso: eng
page: 391-416
publication: Reference Module in Chemistry, Molecular Sciences and Chemical Engineering
publication_identifier:
isbn:
- '9780124095472'
publication_status: published
publisher: Elsevier
status: public
title: Molecular-scale synchrotron X-ray investigations of solid-liquid interfaces
in lithium-ion batteries
type: book_chapter
user_id: '84268'
year: '2024'
...
---
_id: '48363'
author:
- first_name: Anne
full_name: Foerster, Anne
id: '67185'
last_name: Foerster
citation:
ama: 'Foerster A. The Swineherd’s Wife who Scolded the King. In: Butler E, Dumitrescu
I, eds. Women in Early Medieval England. The New Middle Ages. Springer
Textbook.'
apa: Foerster, A. (n.d.). The Swineherd’s Wife who Scolded the King. In E. Butler
& I. Dumitrescu (Eds.), Women in Early Medieval England. Springer Textbook.
bibtex: '@inbook{Foerster, series={The New Middle Ages}, title={The Swineherd’s
Wife who Scolded the King}, booktitle={Women in Early Medieval England}, publisher={Springer
Textbook}, author={Foerster, Anne}, editor={Butler, Emily and Dumitrescu, Irina},
collection={The New Middle Ages} }'
chicago: Foerster, Anne. “The Swineherd’s Wife Who Scolded the King.” In Women
in Early Medieval England, edited by Emily Butler and Irina Dumitrescu. The
New Middle Ages. Springer Textbook, n.d.
ieee: A. Foerster, “The Swineherd’s Wife who Scolded the King,” in Women in Early
Medieval England, E. Butler and I. Dumitrescu, Eds. Springer Textbook.
mla: Foerster, Anne. “The Swineherd’s Wife Who Scolded the King.” Women in Early
Medieval England, edited by Emily Butler and Irina Dumitrescu, Springer Textbook.
short: 'A. Foerster, in: E. Butler, I. Dumitrescu (Eds.), Women in Early Medieval
England, Springer Textbook, n.d.'
date_created: 2023-10-20T11:01:26Z
date_updated: 2023-10-20T11:03:21Z
department:
- _id: '6'
editor:
- first_name: Emily
full_name: Butler, Emily
last_name: Butler
- first_name: Irina
full_name: Dumitrescu, Irina
last_name: Dumitrescu
language:
- iso: eng
publication: Women in Early Medieval England
publication_status: submitted
publisher: Springer Textbook
series_title: The New Middle Ages
status: public
title: The Swineherd’s Wife who Scolded the King
type: encyclopedia_article
user_id: '67185'
year: '2024'
...
---
_id: '48362'
author:
- first_name: Anne
full_name: Foerster, Anne
id: '67185'
last_name: Foerster
citation:
ama: 'Foerster A. Eadburh of Wessex. In: Butler E, Dumitrescu I, eds. Women in
Early Medieval England. The New Middle Ages. Springer Textbook.'
apa: Foerster, A. (n.d.). Eadburh of Wessex. In E. Butler & I. Dumitrescu (Eds.),
Women in Early Medieval England. Springer Textbook.
bibtex: '@inbook{Foerster, series={The New Middle Ages}, title={Eadburh of Wessex},
booktitle={Women in Early Medieval England}, publisher={Springer Textbook}, author={Foerster,
Anne}, editor={Butler, Emily and Dumitrescu, Irina}, collection={The New Middle
Ages} }'
chicago: Foerster, Anne. “Eadburh of Wessex.” In Women in Early Medieval England,
edited by Emily Butler and Irina Dumitrescu. The New Middle Ages. Springer Textbook,
n.d.
ieee: A. Foerster, “Eadburh of Wessex,” in Women in Early Medieval England,
E. Butler and I. Dumitrescu, Eds. Springer Textbook.
mla: Foerster, Anne. “Eadburh of Wessex.” Women in Early Medieval England,
edited by Emily Butler and Irina Dumitrescu, Springer Textbook.
short: 'A. Foerster, in: E. Butler, I. Dumitrescu (Eds.), Women in Early Medieval
England, Springer Textbook, n.d.'
date_created: 2023-10-20T11:00:01Z
date_updated: 2023-10-20T11:00:14Z
department:
- _id: '6'
editor:
- first_name: Emily
full_name: Butler, Emily
last_name: Butler
- first_name: Irina
full_name: Dumitrescu, Irina
last_name: Dumitrescu
language:
- iso: eng
publication: Women in Early Medieval England
publication_status: submitted
publisher: Springer Textbook
series_title: The New Middle Ages
status: public
title: Eadburh of Wessex
type: encyclopedia_article
user_id: '67185'
year: '2024'
...
---
_id: '48364'
author:
- first_name: Anne
full_name: Foerster, Anne
id: '67185'
last_name: Foerster
citation:
ama: 'Foerster A. Seaxburh. In: Butler E, Dumitrescu I, eds. Women in Early Medieval
England. The New Middle Ages. Springer Textbook.'
apa: Foerster, A. (n.d.). Seaxburh. In E. Butler & I. Dumitrescu (Eds.), Women
in Early Medieval England. Springer Textbook.
bibtex: '@inbook{Foerster, series={The New Middle Ages}, title={Seaxburh}, booktitle={Women
in Early Medieval England}, publisher={Springer Textbook}, author={Foerster, Anne},
editor={Butler, Emily and Dumitrescu, Irina}, collection={The New Middle Ages}
}'
chicago: Foerster, Anne. “Seaxburh.” In Women in Early Medieval England,
edited by Emily Butler and Irina Dumitrescu. The New Middle Ages. Springer Textbook,
n.d.
ieee: A. Foerster, “Seaxburh,” in Women in Early Medieval England, E. Butler
and I. Dumitrescu, Eds. Springer Textbook.
mla: Foerster, Anne. “Seaxburh.” Women in Early Medieval England, edited
by Emily Butler and Irina Dumitrescu, Springer Textbook.
short: 'A. Foerster, in: E. Butler, I. Dumitrescu (Eds.), Women in Early Medieval
England, Springer Textbook, n.d.'
date_created: 2023-10-20T11:03:16Z
date_updated: 2023-10-20T11:03:20Z
department:
- _id: '6'
editor:
- first_name: Emily
full_name: Butler, Emily
last_name: Butler
- first_name: Irina
full_name: Dumitrescu, Irina
last_name: Dumitrescu
language:
- iso: eng
publication: Women in Early Medieval England
publication_status: submitted
publisher: Springer Textbook
series_title: The New Middle Ages
status: public
title: Seaxburh
type: encyclopedia_article
user_id: '67185'
year: '2024'
...
---
_id: '48632'
abstract:
- lang: eng
text: Digital Servitization is one of the significant trends affecting the manufacturing
industry. Companies try to tackle challenges regarding their differentiation and
profitability using digital services. One specific type of digital services are
smart services, which are digital services built on data from smart products.
Introducing these kinds of offerings into the portfolio of manufacturing companies
is not trivial. Moreover, they require conscious action to align all relevant
capabilities to realize the respective business goals. However, what capabilities
are generally relevant for smart services remains opaque. We conducted a systematic
literature review to identify them and extended the results through an interview
study. Our analysis results in 78 capabilities clustered among 12 principles and
six dimensions. These results provide significant support for the smart service
transformation of manufacturing companies and for structuring the research field
of smart services.
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Jan
full_name: Biehler, Jan
last_name: Biehler
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Franziska
full_name: Sommer, Franziska
last_name: Sommer
- first_name: Maximilian
full_name: Schacht, Maximilian
last_name: Schacht
- first_name: Jonas
full_name: Kaufmann, Jonas
last_name: Kaufmann
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Joachim
full_name: Sedlmeier, Joachim
last_name: Sedlmeier
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Koldewey C, Fichtler T, Scholtysik M, et al. Exploring Capabilities for the
Smart Service Transformation in Manufacturing: Insights from Theory and Practice.
In: ; 2024.'
apa: 'Koldewey, C., Fichtler, T., Scholtysik, M., Biehler, J., Schreiner, N., Sommer,
F., Schacht, M., Kaufmann, J., Rabe, M., Sedlmeier, J., & Dumitrescu, R. (2024).
Exploring Capabilities for the Smart Service Transformation in Manufacturing:
Insights from Theory and Practice. Hawaii International Conference on System
Sciences, Hawaii.'
bibtex: '@inproceedings{Koldewey_Fichtler_Scholtysik_Biehler_Schreiner_Sommer_Schacht_Kaufmann_Rabe_Sedlmeier_et
al._2024, title={Exploring Capabilities for the Smart Service Transformation in
Manufacturing: Insights from Theory and Practice}, author={Koldewey, Christian
and Fichtler, Timm and Scholtysik, Michel and Biehler, Jan and Schreiner, Nick
and Sommer, Franziska and Schacht, Maximilian and Kaufmann, Jonas and Rabe, Martin
and Sedlmeier, Joachim and et al.}, year={2024} }'
chicago: 'Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick
Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities
for the Smart Service Transformation in Manufacturing: Insights from Theory and
Practice,” 2024.'
ieee: 'C. Koldewey et al., “Exploring Capabilities for the Smart Service
Transformation in Manufacturing: Insights from Theory and Practice,” presented
at the Hawaii International Conference on System Sciences, Hawaii, 2024.'
mla: 'Koldewey, Christian, et al. Exploring Capabilities for the Smart Service
Transformation in Manufacturing: Insights from Theory and Practice. 2024.'
short: 'C. Koldewey, T. Fichtler, M. Scholtysik, J. Biehler, N. Schreiner, F. Sommer,
M. Schacht, J. Kaufmann, M. Rabe, J. Sedlmeier, R. Dumitrescu, in: 2024.'
conference:
end_date: 2024-01-06
location: Hawaii
name: Hawaii International Conference on System Sciences
start_date: 2024-01-03
date_created: 2023-11-06T15:31:32Z
date_updated: 2023-11-06T15:40:33Z
department:
- _id: '563'
- _id: '241'
keyword:
- Digital Servitization
- Transformation
- Capabilities
- Maturity
- Smart Services
language:
- iso: eng
status: public
title: 'Exploring Capabilities for the Smart Service Transformation in Manufacturing:
Insights from Theory and Practice'
type: conference
user_id: '66731'
year: '2024'
...
---
_id: '49354'
author:
- first_name: Lameya
full_name: Afroze, Lameya
last_name: Afroze
- first_name: Silke
full_name: Merkelbach, Silke
last_name: Merkelbach
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection
Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 2024.'
apa: Afroze, L., Merkelbach, S., von Enzberg, S., & Dumitrescu, R. (2024). Domain
Knowledge Injection Guidance for Predictive Maintenance. ML4CPS 2023. ML4CPS
– Machine Learning For Cyber-Physical Systems, Hamburg.
bibtex: '@inproceedings{Afroze_Merkelbach_von Enzberg_Dumitrescu_2024, title={Domain
Knowledge Injection Guidance for Predictive Maintenance}, booktitle={ML4CPS 2023},
author={Afroze, Lameya and Merkelbach, Silke and von Enzberg, Sebastian and Dumitrescu,
Roman}, year={2024} }'
chicago: Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu.
“Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS
2023, 2024.
ieee: L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge
Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine
Learning For Cyber-Physical Systems, Hamburg, 2024.
mla: Afroze, Lameya, et al. “Domain Knowledge Injection Guidance for Predictive
Maintenance.” ML4CPS 2023, 2024.
short: 'L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023,
2024.'
conference:
end_date: 2023-0331
location: Hamburg
name: ML4CPS – Machine Learning For Cyber-Physical Systems
start_date: 2023-03-29
date_created: 2023-11-30T09:59:41Z
date_updated: 2023-11-30T14:09:47Z
department:
- _id: '563'
language:
- iso: eng
publication: ML4CPS 2023
status: public
title: Domain Knowledge Injection Guidance for Predictive Maintenance
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '49364'
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Business strategy taxonomy
and solution patterns for the circular economy. In: ; 2024.'
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Business
strategy taxonomy and solution patterns for the circular economy.
bibtex: '@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Business
strategy taxonomy and solution patterns for the circular economy}, author={Scholtysik,
Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024}
}'
chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu.
“Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024.
ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy
taxonomy and solution patterns for the circular economy,” 2024.
mla: Scholtysik, Michel, et al. Business Strategy Taxonomy and Solution Patterns
for the Circular Economy. 2024.
short: 'M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.'
date_created: 2023-11-30T10:57:30Z
date_updated: 2023-11-30T14:27:55Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Business strategy taxonomy and solution patterns for the circular economy
type: conference
user_id: '50562'
year: '2024'
...