---
_id: '58657'
abstract:
- lang: eng
text: "The rapid growth of 3D printing technology has transformed a wide range of
industries, enabling the on-demand production of complex objects, from aerospace
components to medical devices. However, this technology also introduces significant
security challenges. Previous research highlighted the security implications of
G-Codes—commands used to control the printing process. These studies assumed powerful
attackers and focused on manipulations of the printed models, leaving gaps in
understanding the full attack potential.\r\n\r\nIn this study, we systematically
analyze security threats associated with 3D printing, focusing specifically on
vulnerabilities caused by G-Code commands. We introduce attacks and attacker models
that assume a less powerful adversary than traditionally considered, broadening
the scope of potential security threats. Our findings show that even minimal access
to the 3D printer can result in significant security breaches, such as unauthorized
access to subsequent print jobs or persistent misconfiguration of the printer.
We identify 278 potentially malicious G-Codes across the attack categories Information
Disclosure, Denial of Service, and Model Manipulation. Our evaluation demonstrates
the applicability of these attacks across various 3D printers and their firmware.
Our findings underscore the need for a better standardization process of G-Codes
and corresponding security best practices.\r\n"
author:
- first_name: Jost
full_name: Rossel, Jost
id: '58331'
last_name: Rossel
orcid: 0000-0002-3182-4059
- first_name: Vladislav
full_name: Mladenov, Vladislav
last_name: Mladenov
- first_name: Nico
full_name: Wördenweber, Nico
last_name: Wördenweber
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
citation:
ama: 'Rossel J, Mladenov V, Wördenweber N, Somorovsky J. Security Implications of
Malicious G-Codes in 3D Printing. In: Proceedings of the 34th USENIX Security
Symposium. ; 2025:1867-1885.'
apa: Rossel, J., Mladenov, V., Wördenweber, N., & Somorovsky, J. (2025). Security
Implications of Malicious G-Codes in 3D Printing. Proceedings of the 34th USENIX
Security Symposium, 1867–1885.
bibtex: '@inproceedings{Rossel_Mladenov_Wördenweber_Somorovsky_2025, title={Security
Implications of Malicious G-Codes in 3D Printing}, booktitle={Proceedings of the
34th USENIX Security Symposium}, author={Rossel, Jost and Mladenov, Vladislav
and Wördenweber, Nico and Somorovsky, Juraj}, year={2025}, pages={1867–1885} }'
chicago: Rossel, Jost, Vladislav Mladenov, Nico Wördenweber, and Juraj Somorovsky.
“Security Implications of Malicious G-Codes in 3D Printing.” In Proceedings
of the 34th USENIX Security Symposium, 1867–85, 2025.
ieee: J. Rossel, V. Mladenov, N. Wördenweber, and J. Somorovsky, “Security Implications
of Malicious G-Codes in 3D Printing,” in Proceedings of the 34th USENIX Security
Symposium, Seattle, WA, USA, 2025, pp. 1867–1885.
mla: Rossel, Jost, et al. “Security Implications of Malicious G-Codes in 3D Printing.”
Proceedings of the 34th USENIX Security Symposium, 2025, pp. 1867–85.
short: 'J. Rossel, V. Mladenov, N. Wördenweber, J. Somorovsky, in: Proceedings of
the 34th USENIX Security Symposium, 2025, pp. 1867–1885.'
conference:
end_date: 2025-08-15
location: Seattle, WA, USA
name: 34th USENIX Security Symposium
start_date: 2025-08-13
date_created: 2025-02-17T11:12:17Z
date_updated: 2025-08-22T10:34:24Z
ddc:
- '000'
department:
- _id: '632'
file:
- access_level: open_access
content_type: application/pdf
creator: jrossel
date_created: 2025-02-17T11:10:31Z
date_updated: 2025-02-17T11:13:10Z
file_id: '58660'
file_name: Security_Analysis_of_G_Codes.pdf
file_size: 1562838
relation: main_file
file_date_updated: 2025-02-17T11:13:10Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.usenix.org/conference/usenixsecurity25/presentation/rossel
oa: '1'
page: 1867 - 1885
publication: Proceedings of the 34th USENIX Security Symposium
publication_status: published
quality_controlled: '1'
status: public
title: Security Implications of Malicious G-Codes in 3D Printing
type: conference
user_id: '58331'
year: '2025'
...
---
_id: '61032'
author:
- first_name: Angel E.
full_name: Rodriguez-Fernandez, Angel E.
last_name: Rodriguez-Fernandez
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Carlos Hernandez
full_name: Castellanos, Carlos Hernandez
last_name: Castellanos
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Oliver
full_name: Schütze, Oliver
last_name: Schütze
citation:
ama: 'Rodriguez-Fernandez AE, Schäpermeier L, Castellanos CH, Kerschke P, Trautmann
H, Schütze O. Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization. In: Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025.
ACM; 2025:61-62. doi:/10.1145/3712255.3734260'
apa: 'Rodriguez-Fernandez, A. E., Schäpermeier, L., Castellanos, C. H., Kerschke,
P., Trautmann, H., & Schütze, O. (2025). Hot off the Press: Finding ϵ-Locally
Optimal Solutions for Multi-Objective Multimodal Optimization. Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
Hotel, Malaga, Spain, July 14-18, 2025, 61–62. https://doi.org//10.1145/3712255.3734260'
bibtex: '@inproceedings{Rodriguez-Fernandez_Schäpermeier_Castellanos_Kerschke_Trautmann_Schütze_2025,
title={Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization}, DOI={/10.1145/3712255.3734260},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Castellanos,
Carlos Hernandez and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver},
year={2025}, pages={61–62} }'
chicago: 'Rodriguez-Fernandez, Angel E., Lennart Schäpermeier, Carlos Hernandez
Castellanos, Pascal Kerschke, Heike Trautmann, and Oliver Schütze. “Hot off the
Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.”
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, 61–62. ACM, 2025.
https://doi.org//10.1145/3712255.3734260.'
ieee: 'A. E. Rodriguez-Fernandez, L. Schäpermeier, C. H. Castellanos, P. Kerschke,
H. Trautmann, and O. Schütze, “Hot off the Press: Finding ϵ-Locally Optimal Solutions
for Multi-Objective Multimodal Optimization,” in Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga,
Spain, July 14-18, 2025, 2025, pp. 61–62, doi: /10.1145/3712255.3734260.'
mla: 'Rodriguez-Fernandez, Angel E., et al. “Hot off the Press: Finding ϵ-Locally
Optimal Solutions for Multi-Objective Multimodal Optimization.” Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 61–62, doi:/10.1145/3712255.3734260.'
short: 'A.E. Rodriguez-Fernandez, L. Schäpermeier, C.H. Castellanos, P. Kerschke,
H. Trautmann, O. Schütze, in: Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, ACM,
2025, pp. 61–62.'
date_created: 2025-08-27T08:29:25Z
date_updated: 2025-08-27T08:32:55Z
doi: /10.1145/3712255.3734260
language:
- iso: eng
page: 61-62
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025
publisher: ACM
status: public
title: 'Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization'
type: conference
user_id: '15504'
year: '2025'
...
---
_id: '61122'
author:
- first_name: Volker
full_name: Peckhaus, Volker
id: '391'
last_name: Peckhaus
citation:
ama: 'Peckhaus V. Bolzano, Bernard, Miscellanea mathematica 22, hg. v. Jan Berg,
besorgt von Edgar Morscher und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad
Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2). zbMATH Open, Zbl
07963874. Published online 2025.'
apa: 'Peckhaus, V. (2025). Bolzano, Bernard, Miscellanea mathematica 22, hg. v.
Jan Berg, besorgt von Edgar Morscher und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad
Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2). In zbMATH Open,
Zbl. 07963874.'
bibtex: '@article{Peckhaus_2025, title={Bolzano, Bernard, Miscellanea mathematica
22, hg. v. Jan Berg, besorgt von Edgar Morscher und Otto Neumaier, Frommann-Holzboog:
Stuttgart-Bad Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2)}, journal={zbMATH
Open, Zbl. 07963874}, author={Peckhaus, Volker}, year={2025} }'
chicago: 'Peckhaus, Volker. “Bolzano, Bernard, Miscellanea Mathematica 22, Hg. v.
Jan Berg, Besorgt von Edgar Morscher Und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad
Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2).” ZbMATH Open, Zbl.
07963874, 2025.'
ieee: 'V. Peckhaus, “Bolzano, Bernard, Miscellanea mathematica 22, hg. v. Jan Berg,
besorgt von Edgar Morscher und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad
Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2),” zbMATH Open, Zbl.
07963874. 2025.'
mla: 'Peckhaus, Volker. “Bolzano, Bernard, Miscellanea Mathematica 22, Hg. v. Jan
Berg, Besorgt von Edgar Morscher Und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad
Cannstatt 2024 (Bernard Bolzano-Gesamtausgabe; II.B.12.2).” ZbMATH Open, Zbl.
07963874, 2025.'
short: V. Peckhaus, ZbMATH Open, Zbl. 07963874 (2025).
date_created: 2025-09-03T14:06:58Z
date_updated: 2025-09-03T14:10:24Z
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://zbmath.org/7963874
oa: '1'
publication: zbMATH Open, Zbl. 07963874
status: public
title: 'Bolzano, Bernard, Miscellanea mathematica 22, hg. v. Jan Berg, besorgt von
Edgar Morscher und Otto Neumaier, Frommann-Holzboog: Stuttgart-Bad Cannstatt 2024
(Bernard Bolzano-Gesamtausgabe; II.B.12.2)'
type: review
user_id: '391'
year: '2025'
...
---
_id: '61174'
abstract:
- lang: eng
text: Abstract. Mechanical joining methods, such as clinching, are characterised
by locally large plastic deformations of the sheet metal to be joined. The majority
of the thereby inserted work is transformed into heat. The heat generation and
temperature evolution are systematically studied herein by means of thermomechanical
process simulations for joining the dual-phase steel HCT590X and the aluminium
alloy EN-AW 6014. The thermal-induced softening of the material is incorporated
by a suitable coupled thermoplastic constitutive model. It is observed how the
tools significantly and importantly contribute to the heat exchange. They reduce
peak temperature increases of 225 K (without heat transfer to tools) to less than
90 K for realistic behaviour of contact heat transfer. Overall, increases in temperature
during clinch joining can be expected to remain below 90 K for steel-steel joints
and around 50 K for aluminium-aluminium joints.
author:
- first_name: J.
full_name: Friedlein, J.
last_name: Friedlein
- first_name: P.
full_name: Steinmann, P.
last_name: Steinmann
- first_name: J.
full_name: Mergheim, J.
last_name: Mergheim
citation:
ama: 'Friedlein J, Steinmann P, Mergheim J. Influence of thermal effects on clinch
joining of sheet metal. In: Materials Research Proceedings. Vol 52. Materials
Research Forum LLC; 2025. doi:10.21741/9781644903551-22'
apa: Friedlein, J., Steinmann, P., & Mergheim, J. (2025). Influence of thermal
effects on clinch joining of sheet metal. Materials Research Proceedings,
52. https://doi.org/10.21741/9781644903551-22
bibtex: '@inproceedings{Friedlein_Steinmann_Mergheim_2025, title={Influence of thermal
effects on clinch joining of sheet metal}, volume={52}, DOI={10.21741/9781644903551-22},
booktitle={Materials Research Proceedings}, publisher={Materials Research Forum
LLC}, author={Friedlein, J. and Steinmann, P. and Mergheim, J.}, year={2025} }'
chicago: Friedlein, J., P. Steinmann, and J. Mergheim. “Influence of Thermal Effects
on Clinch Joining of Sheet Metal.” In Materials Research Proceedings, Vol.
52. Materials Research Forum LLC, 2025. https://doi.org/10.21741/9781644903551-22.
ieee: 'J. Friedlein, P. Steinmann, and J. Mergheim, “Influence of thermal effects
on clinch joining of sheet metal,” in Materials Research Proceedings, 2025,
vol. 52, doi: 10.21741/9781644903551-22.'
mla: Friedlein, J., et al. “Influence of Thermal Effects on Clinch Joining of Sheet
Metal.” Materials Research Proceedings, vol. 52, Materials Research Forum
LLC, 2025, doi:10.21741/9781644903551-22.
short: 'J. Friedlein, P. Steinmann, J. Mergheim, in: Materials Research Proceedings,
Materials Research Forum LLC, 2025.'
date_created: 2025-09-10T14:33:50Z
date_updated: 2025-09-10T14:37:40Z
doi: 10.21741/9781644903551-22
intvolume: ' 52'
language:
- iso: eng
project:
- _id: '130'
name: 'TRR 285: Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen
Prozessketten'
- _id: '131'
name: TRR 285 - Project Area A
- _id: '139'
name: TRR 285 - Subproject A05
publication: Materials Research Proceedings
publication_identifier:
issn:
- 2474-395X
publication_status: published
publisher: Materials Research Forum LLC
status: public
title: Influence of thermal effects on clinch joining of sheet metal
type: conference
user_id: '84990'
volume: 52
year: '2025'
...
---
_id: '58379'
abstract:
- lang: eng
text: Injection molding plays a pivotal role in modern manufacturing, enabling the
mass production of complex components with high precision. However, traditional
tooling methods often face challenges related to thermal management, design constraints,
and material efficiency. This study examines the use of additive manufacturing
(AM) in the development and optimization of injection molding tools to overcome
these limitations. A novel prototype was fabricated using AM techniques, incorporating
integrated cooling channels and optimized lattice structures to enhance thermal
performance and simplify the manufacturing process. Experimental validation demonstrated
the prototype’s effective integration into a vacuum-assisted resin transfer molding
(VA-LRTM) system without requiring modifications to existing tooling setups. The
results showed significant improvements in temperature regulation, reduced cycle
times, and consistent mechanical properties of the molded components compared
to conventional approaches. By reducing the number of tool components and eliminating
the need for support structures during manufacturing, AM also minimized material
waste and post-processing requirements. This research highlights the transformative
potential of additive manufacturing in injection molding tool design, offering
increased flexibility, cost efficiency, and enhanced functionality to meet the
evolving demands of modern industrial applications.
article_number: '571'
article_type: original
author:
- first_name: Deviprasad
full_name: Chalicheemalapalli Jayasankar, Deviprasad
id: '49504'
last_name: Chalicheemalapalli Jayasankar
orcid: https://orcid.org/ 0000-0002-3446-2444
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
- first_name: Thorsten
full_name: Marten, Thorsten
id: '338'
last_name: Marten
orcid: 0009-0001-6433-7839
citation:
ama: 'Chalicheemalapalli Jayasankar D, Tröster T, Marten T. Optimizing Injection
Molding Tool Design with Additive Manufacturing: A Focus on Thermal Performance
and Process Efficiency. Materials. 2025;18(3). doi:10.3390/ma18030571'
apa: 'Chalicheemalapalli Jayasankar, D., Tröster, T., & Marten, T. (2025). Optimizing
Injection Molding Tool Design with Additive Manufacturing: A Focus on Thermal
Performance and Process Efficiency. Materials, 18(3), Article 571.
https://doi.org/10.3390/ma18030571'
bibtex: '@article{Chalicheemalapalli Jayasankar_Tröster_Marten_2025, title={Optimizing
Injection Molding Tool Design with Additive Manufacturing: A Focus on Thermal
Performance and Process Efficiency}, volume={18}, DOI={10.3390/ma18030571},
number={3571}, journal={Materials}, publisher={MDPI AG}, author={Chalicheemalapalli
Jayasankar, Deviprasad and Tröster, Thomas and Marten, Thorsten}, year={2025}
}'
chicago: 'Chalicheemalapalli Jayasankar, Deviprasad, Thomas Tröster, and Thorsten
Marten. “Optimizing Injection Molding Tool Design with Additive Manufacturing:
A Focus on Thermal Performance and Process Efficiency.” Materials 18, no.
3 (2025). https://doi.org/10.3390/ma18030571.'
ieee: 'D. Chalicheemalapalli Jayasankar, T. Tröster, and T. Marten, “Optimizing
Injection Molding Tool Design with Additive Manufacturing: A Focus on Thermal
Performance and Process Efficiency,” Materials, vol. 18, no. 3, Art. no.
571, 2025, doi: 10.3390/ma18030571.'
mla: 'Chalicheemalapalli Jayasankar, Deviprasad, et al. “Optimizing Injection Molding
Tool Design with Additive Manufacturing: A Focus on Thermal Performance and Process
Efficiency.” Materials, vol. 18, no. 3, 571, MDPI AG, 2025, doi:10.3390/ma18030571.'
short: D. Chalicheemalapalli Jayasankar, T. Tröster, T. Marten, Materials 18 (2025).
date_created: 2025-01-28T07:46:00Z
date_updated: 2026-03-20T08:46:36Z
department:
- _id: '321'
- _id: '149'
- _id: '9'
doi: 10.3390/ma18030571
intvolume: ' 18'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/1996-1944/18/3/571
oa: '1'
publication: Materials
publication_identifier:
issn:
- 1996-1944
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: 'Optimizing Injection Molding Tool Design with Additive Manufacturing: A Focus
on Thermal Performance and Process Efficiency'
type: journal_article
user_id: '49504'
volume: 18
year: '2025'
...
---
_id: '64902'
abstract:
- lang: ger
text: 'Diese Dissertation behandelt die Entwicklung, Erprobung und Evaluation einer
mobilen Augmented Reality Anwendung (mAR-App) namens PEARL (Paderborner Elektrotechnik
AR Laborpraktikum), die als Vorbereitungsmaßnahme für elektrotechnische Laborpraktika
konzipiert wird. Ziel ist es, Studierenden eine zeitlich und örtlich flexible
Möglichkeit zu bieten, den realitätsnahen Umgang mit Laborgeräten - primär dem
Oszilloskop - zu erlernen. Die methodische Grundlage bilden der Makrozyklus von
Design-Based Research (DBR) als strukturierender Rahmen und das heuristische Modell
des Research Pentagons, das die Durchführung auf Mikroebene bestimmt. In insgesamt
vier Research Pentagons werden didaktische, technologische, motivationale und
evaluative Komponenten systematisch untersucht und weiterentwickelt. Das erste
Pentagon fokussiert die Entwicklung eines didaktisch fundierten Konzepts nach
dem Prinzip des Constructive Alignment, das Lernziele, Lernaktivitäten und Prüfungsformen
in fünf abgestufte Lernlevel überführt. Diese reichen von der initialen Orientierung
bis zur eigenständigen Problemlösung in einem freien Experimentiermodus. Im zweiten
Research Pentagon wird die technische Machbarkeit von Augmented - und Virtual
Reality (VR) im Laborumfeld anhand mehrerer funktionaler Prototypen evaluiert.
Während sich VR aufgrund technischer Einschränkungen als ungeeignet erweist, zeigt
AR - insbesondere in der markerlosen Ausführung mittels der Software Development
Kits (SDKs) ARCore und ARKit - ein hohes Potenzial für den praktischen Einsatz.
Im dritten Pentagon entsteht ein Onboarding-Modul, das auf die erste Version der
mobilen App (V0.17.01) aufsetzt und grundlegende Funktionen eines realen Oszilloskops
digital abbildet. Dabei werden Nutzer:innen schrittweise an das virtuelle Oszilloskop
herangeführt und lernen zugleich die zentralen Funktionen der mAR-App kennen.
Die Ergebnisse zeigen eine insgesamt neutrale bis leicht positive Nutzungserfahrung,
wobei technische Schwächen (z.B. Reaktionszeit oder Objektverankerung) die Effizienz
und Steuerbarkeit beeinträchtigen. Im Exkurs-Kapitel erfolgt eine Eye-Tracking-Studie
zur Untersuchung visueller Aufmerksamkeit und individueller Lösungsstrategien
von Expert:innen und Noviz:innen bei der Arbeit am realen Oszilloskop. Heatmaps
und Zeitverläufe in definierten Areas of Interest (AOI) liefern erste Hinweise
auf Unterschiede im Blickverhalten zwischen den Gruppen. Die algorithmischen Scanpfadanalysen
der Blickverläufe hingegen zeigen eine geringe Trennschärfe. Das Potenzial von
Eye-Tracking als Evaluationsmethode wird daher kritisch reflektiert, aber angesichts
technologischer Entwicklungen und verfügbarer Eye-Tracker in Mixed Reality (MR)
Brillen weiterhin als zukunftsrelevant eingeordnet. Die abschließende summative
Evaluation nutzt ein Prä‑Post-Test-Design mit Kontrollgruppenvergleich mit 70
Teilnehmenden, um die Lernwirksamkeit der überarbeiteten mAR-App mit klassischen
Materialien wie Videos und Handbüchern zu vergleichen. In der Interventionsgruppe
(IG) zeigen sich auf kognitiver und affektiver Ebene signifikant positive Veränderungen:
Die Leistungen steigen deutlich, insbesondere in den Taxonomiestufen Anwendung,
Verständnis und Analyse; zugleich nehmen experimentelles Selbstkonzept und experimentelles
Sachinteresse zu, während Überforderung und Ängstlichkeit im Hinblick auf die
Laborpraktika abnehmen. Als Einschränkung zeigt sich, dass die mAR-App keinen
klaren Vorsprung gegenüber der Kontrollgruppe (KG) erreicht, was sowohl auf die
sehr gut ausgearbeiteten Materialien und Videos der KG als auch auf technische
Begrenzungen der mobilen Umsetzung zurückzuführen ist: Kleine Displays, 2D-Oberflächen
für 3D-Geräte und unpräzise Touch-Interaktionen erschweren komplexe, feinmotorische
Aufgaben. In den begleitenden User Interface (UI) und User Experience (UX) Fragebögen
spiegeln sich diese Limitationen in gemischten Bewertungen der App wider. Die
Arbeit verdeutlicht, dass die mobile AR-Anwendung trotz technischer Einschränkungen
wertvolle Möglichkeiten für die Vorbereitung auf Laborpraktika und das Kennenlernen
von Laborgeräten bieten kann. Der Fokus bei der Entwicklung liegt von Beginn an
auf einer modularen und flexiblen App-Architektur, um sie mit neuen Geräten und
Aufgaben zu erweitern. Der Hauptnutzen liegt perspektivisch nicht in der mobilen
Anwendung selbst, sondern in der strategischen Ausrichtung auf zukunftsfähige,
skalierbare Lösungen für MR-Brillen. Diese erlauben eine authentische Gestensteuerung
und realitätsnahe Interaktionen.'
- lang: eng
text: 'This thesis examines the development, testing, and evaluation of a mobile
augmented reality application (mAR app), which is designed as a preparation tool
for electrical engineering laboratory courses. The aim is to offer students an
opportunity to work with laboratory equipment - primarily the oscilloscope - realistically
without location and time constraints. The methodological basis is formed by the
macrocycle of design-based research (DBR) as a structured framework and the heuristic
model of the research pentagon, which specifies the implementation at the micro
level. Didactic, technological, motivational, and evaluative components are systematically
examined and further developed in a total of four research pentagons. The first
pentagon focuses on the development of a didactically sound concept based on the
principle of constructive alignment, which incorporates learning objectives, learning
activities, and forms of assessment into five graduated learning levels. These
range from initial orientation to independent problem-solving in a free experimentation
mode. The second phase evaluates the technical feasibility of augmented and virtual
reality (VR) in the laboratory environment using several prototypes. While VR
turns out to be unsuitable due to technical limitations, AR - especially in the
markerless version using the ARCore and ARKit software development kits (SDKs)
- shows great potential for everyday use. In the third research pentagon, an onboarding
module is created based on the first version of the mobile app (V0.17.01), which
digitally maps the basic functions of a real oscilloscope. During this process,
users are introduced to the virtual oscilloscope and become familiar with the
main functions of the mAR app. The results show an overall neutral to slightly
positive user experience, although technical weaknesses (e.g., reaction time and
object fixing) negatively impact efficiency and controllability. In the fourth
research pentagon, an eye-tracking study is carried out to investigate visual
attention and individual solution strategies of expert and novice users when working
with real oscilloscopes. Heatmaps and time sequences in defined areas of interest
(AOI) provide first indications of differences in gaze behavior between the groups.
The algorithmic scan path analysis, on the other hand, reveals a low degree of
differentiation. The potential of eye tracking as an evaluation method is therefore
critically reflected, but it is still considered to be relevant for future studies
in light of technological advancements and the availability of eye trackers in
mixed reality (MR) glasses. The final summative evaluation is carried out in the
way of a pre-post test design with 70 participants and compares the usage of traditional
materials such as videos and manuals with the improved mAR app. In the intervention
group (IG), significant improvements emerge on both cognitive and affective levels:
performance increases particularly in the areas of application, understanding,
and analysis, while experimental self-concept and subject-related interest rise
and feelings of overload and anxiety regarding the lab courses decline. As a limitation,
the mAR app does not yield a clear advantage over the control group (CG), which
can be attributed both to the highly refined materials and videos used in the
CG and to technical constraints inherent to the mobile implementation: small displays,
2D interfaces on 3D devices, and imprecise touch interaction limit complex, sensitive
motor tasks. These limitations are also reflected in the accompanying user interface
(UI) and user experience (UX) questionnaires, which indicate mixed app ratings.
Both groups show significant learning gains - particularly in the areas of application,
understanding, and analysis. However, a significant advantage of the mAR App cannot
be proven. Affective characteristics such as experimental self-concept and general
experimental interests increase in both groups, while the feeling of fear before
conducting real laboratory work decreases. The app itself achieves average ratings
in user interface (UI) and user experience (UX) questionnaires. The thesis demonstrates
that, despite technical limitations, the mobile AR application can provide a valuable
alternative for preparing students for laboratory courses and familiarizing them
with laboratory equipment. From the very beginning, the primary goal during development
was a modular and flexible app architecture that can be extended with new devices,
tasks, and functions. The main benefit is not in the mobile application itself,
but in the strategic direction of future-oriented and scalable solutions for MR
glasses, which allow immersive and realistic gesture interactions.'
author:
- first_name: Mesut
full_name: Alptekin, Mesut
id: '11763'
last_name: Alptekin
orcid: 0009-0004-8545-1165
citation:
ama: Alptekin M. Entwicklung Einer Augmented Reality Basierten Anwendung Als
Vorbereitungsmaßnahme Zum Laborpraktikum in Der Elektrotechnik. LibreCat University;
2025. doi:10.17619/UNIPB/1-2483
apa: Alptekin, M. (2025). Entwicklung einer Augmented Reality basierten Anwendung
als Vorbereitungsmaßnahme zum Laborpraktikum in der Elektrotechnik. LibreCat
University. https://doi.org/10.17619/UNIPB/1-2483
bibtex: '@book{Alptekin_2025, title={Entwicklung einer Augmented Reality basierten
Anwendung als Vorbereitungsmaßnahme zum Laborpraktikum in der Elektrotechnik},
DOI={10.17619/UNIPB/1-2483},
publisher={LibreCat University}, author={Alptekin, Mesut}, year={2025} }'
chicago: Alptekin, Mesut. Entwicklung Einer Augmented Reality Basierten Anwendung
Als Vorbereitungsmaßnahme Zum Laborpraktikum in Der Elektrotechnik. LibreCat
University, 2025. https://doi.org/10.17619/UNIPB/1-2483.
ieee: M. Alptekin, Entwicklung einer Augmented Reality basierten Anwendung als
Vorbereitungsmaßnahme zum Laborpraktikum in der Elektrotechnik. LibreCat University,
2025.
mla: Alptekin, Mesut. Entwicklung Einer Augmented Reality Basierten Anwendung
Als Vorbereitungsmaßnahme Zum Laborpraktikum in Der Elektrotechnik. LibreCat
University, 2025, doi:10.17619/UNIPB/1-2483.
short: M. Alptekin, Entwicklung Einer Augmented Reality Basierten Anwendung Als
Vorbereitungsmaßnahme Zum Laborpraktikum in Der Elektrotechnik, LibreCat University,
2025.
date_created: 2026-03-11T11:05:08Z
date_updated: 2026-04-20T07:46:37Z
ddc:
- '620'
department:
- _id: '34'
- _id: '3'
- _id: '300'
doi: 10.17619/UNIPB/1-2483
publisher: LibreCat University
status: public
title: Entwicklung einer Augmented Reality basierten Anwendung als Vorbereitungsmaßnahme
zum Laborpraktikum in der Elektrotechnik
type: research_data
user_id: '14972'
year: '2025'
...
---
_id: '61256'
author:
- first_name: Marvin
full_name: Illian, Marvin
id: '44169'
last_name: Illian
orcid: 0009-0007-2992-8346
- first_name: Björn
full_name: Luchterhandt, Björn
last_name: Luchterhandt
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
orcid: 0000-0001-7181-6128
citation:
ama: 'Illian M, Luchterhandt B, Wang L. Band Switching for Mobile Energy Optimization
in 5G Networks and Beyond. In: Proceedings of the 20th Workshop on Mobility
in the Evolving Internet Architecture (MobiArch). ; 2025. doi:10.1145/3737897.3767294'
apa: Illian, M., Luchterhandt, B., & Wang, L. (2025). Band Switching for Mobile
Energy Optimization in 5G Networks and Beyond. Proceedings of the 20th Workshop
on Mobility in the Evolving Internet Architecture (MobiArch). ACM Workshop
on Mobility in the Evolving Internet Architecture (MobiArch), co-located with
ACM MobiCom, Hong Kong, China. https://doi.org/10.1145/3737897.3767294
bibtex: '@inproceedings{Illian_Luchterhandt_Wang_2025, title={Band Switching for
Mobile Energy Optimization in 5G Networks and Beyond}, DOI={10.1145/3737897.3767294},
booktitle={Proceedings of the 20th Workshop on Mobility in the Evolving Internet
Architecture (MobiArch)}, author={Illian, Marvin and Luchterhandt, Björn and Wang,
Lin}, year={2025} }'
chicago: Illian, Marvin, Björn Luchterhandt, and Lin Wang. “Band Switching for Mobile
Energy Optimization in 5G Networks and Beyond.” In Proceedings of the 20th
Workshop on Mobility in the Evolving Internet Architecture (MobiArch), 2025.
https://doi.org/10.1145/3737897.3767294.
ieee: 'M. Illian, B. Luchterhandt, and L. Wang, “Band Switching for Mobile Energy
Optimization in 5G Networks and Beyond,” presented at the ACM Workshop on Mobility
in the Evolving Internet Architecture (MobiArch), co-located with ACM MobiCom,
Hong Kong, China, 2025, doi: 10.1145/3737897.3767294.'
mla: Illian, Marvin, et al. “Band Switching for Mobile Energy Optimization in 5G
Networks and Beyond.” Proceedings of the 20th Workshop on Mobility in the Evolving
Internet Architecture (MobiArch), 2025, doi:10.1145/3737897.3767294.
short: 'M. Illian, B. Luchterhandt, L. Wang, in: Proceedings of the 20th Workshop
on Mobility in the Evolving Internet Architecture (MobiArch), 2025.'
conference:
end_date: 2025-11-08
location: Hong Kong, China
name: ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch),
co-located with ACM MobiCom
start_date: 2025-11-04
date_created: 2025-09-12T11:22:18Z
date_updated: 2026-05-20T08:46:32Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
doi: 10.1145/3737897.3767294
language:
- iso: eng
publication: Proceedings of the 20th Workshop on Mobility in the Evolving Internet
Architecture (MobiArch)
quality_controlled: '1'
status: public
title: Band Switching for Mobile Energy Optimization in 5G Networks and Beyond
type: conference
user_id: '44169'
year: '2025'
...
---
_id: '66162'
citation:
ama: 'WCDT: Systematic WCET Optimization for Decision Tree Implementations. Published
online 2025. doi:10.48550/ARXIV.2501.17428'
apa: 'WCDT: Systematic WCET Optimization for Decision Tree Implementations.
(2025). https://doi.org/10.48550/ARXIV.2501.17428'
bibtex: '@article{WCDT: Systematic WCET Optimization for Decision Tree Implementations_2025,
DOI={10.48550/ARXIV.2501.17428},
year={2025} }'
chicago: '“WCDT: Systematic WCET Optimization for Decision Tree Implementations,”
2025. https://doi.org/10.48550/ARXIV.2501.17428.'
ieee: '“WCDT: Systematic WCET Optimization for Decision Tree Implementations,” 2025,
doi: 10.48550/ARXIV.2501.17428.'
mla: 'WCDT: Systematic WCET Optimization for Decision Tree Implementations.
2025, doi:10.48550/ARXIV.2501.17428.'
short: (2025).
date_created: 2026-07-03T21:10:24Z
date_updated: 2026-07-05T14:47:43Z
doi: 10.48550/ARXIV.2501.17428
status: public
title: 'WCDT: Systematic WCET Optimization for Decision Tree Implementations'
type: journal_article
user_id: '128464'
year: '2025'
...
---
_id: '66318'
author:
- first_name: Alex
full_name: Küronya, Alex
last_name: Küronya
- first_name: Pedro
full_name: Souza, Pedro
last_name: Souza
- first_name: Martin
full_name: Ulirsch, Martin
id: '114697'
last_name: Ulirsch
citation:
ama: 'Küronya A, Souza P, Ulirsch M. Tropicalization of toric prevarieties. In:
EMS Series of Congress Reports. EMS Press; 2025. doi:10.4171/ECR/22/16'
apa: Küronya, A., Souza, P., & Ulirsch, M. (2025). Tropicalization of toric
prevarieties. In EMS Series of Congress Reports. EMS Press. https://doi.org/10.4171/ECR/22/16
bibtex: '@inbook{Küronya_Souza_Ulirsch_2025, title={Tropicalization of toric prevarieties},
DOI={10.4171/ECR/22/16}, booktitle={EMS
Series of Congress Reports}, publisher={EMS Press}, author={Küronya, Alex and
Souza, Pedro and Ulirsch, Martin}, year={2025} }'
chicago: Küronya, Alex, Pedro Souza, and Martin Ulirsch. “Tropicalization of Toric
Prevarieties.” In EMS Series of Congress Reports. EMS Press, 2025. https://doi.org/10.4171/ECR/22/16.
ieee: A. Küronya, P. Souza, and M. Ulirsch, “Tropicalization of toric prevarieties,”
in EMS Series of Congress Reports, EMS Press, 2025.
mla: Küronya, Alex, et al. “Tropicalization of Toric Prevarieties.” EMS Series
of Congress Reports, EMS Press, 2025, doi:10.4171/ECR/22/16.
short: 'A. Küronya, P. Souza, M. Ulirsch, in: EMS Series of Congress Reports, EMS
Press, 2025.'
date_created: 2026-07-08T06:45:28Z
date_updated: 2026-07-09T06:45:31Z
doi: 10.4171/ECR/22/16
language:
- iso: eng
publication: EMS Series of Congress Reports
publication_identifier:
isbn:
- '9783985470969'
- '9783985475964'
issn:
- 2523-515X
- 2523-5168
publication_status: published
publisher: EMS Press
status: public
title: Tropicalization of toric prevarieties
type: book_chapter
user_id: '82981'
year: '2025'
...
---
_id: '50740'
author:
- first_name: Katharina S.
full_name: Weber, Katharina S.
last_name: Weber
- first_name: Sabrina
full_name: Schlesinger, Sabrina
last_name: Schlesinger
- first_name: Alexander
full_name: Lang, Alexander
last_name: Lang
- first_name: Klaus
full_name: Straßburger, Klaus
last_name: Straßburger
- first_name: Haifa
full_name: Maalmi, Haifa
last_name: Maalmi
- first_name: Anna
full_name: Zhu, Anna
last_name: Zhu
- first_name: Oana-Patricia
full_name: Zaharia, Oana-Patricia
last_name: Zaharia
- first_name: Alexander
full_name: Strom, Alexander
last_name: Strom
- first_name: Gidon J.
full_name: Bönhof, Gidon J.
last_name: Bönhof
- first_name: Janina
full_name: Goletzke, Janina
last_name: Goletzke
- first_name: Sandra
full_name: Trenkamp, Sandra
last_name: Trenkamp
- first_name: Robert
full_name: Wagner, Robert
last_name: Wagner
- first_name: Anette
full_name: Buyken, Anette
id: '65985'
last_name: Buyken
- first_name: Wolfgang
full_name: Lieb, Wolfgang
last_name: Lieb
- first_name: Michael
full_name: Roden, Michael
last_name: Roden
- first_name: Christian
full_name: Herder, Christian
last_name: Herder
- first_name: M.
full_name: Roden, M.
last_name: Roden
- first_name: H.
full_name: Al-Hasani, H.
last_name: Al-Hasani
- first_name: B.
full_name: Belgardt, B.
last_name: Belgardt
- first_name: E.
full_name: Lammert, E.
last_name: Lammert
- first_name: G.
full_name: Bönhof, G.
last_name: Bönhof
- first_name: G.
full_name: Geerling, G.
last_name: Geerling
- first_name: C.
full_name: Herder, C.
last_name: Herder
- first_name: A.
full_name: Icks, A.
last_name: Icks
- first_name: K.
full_name: Jandeleit-Dahm, K.
last_name: Jandeleit-Dahm
- first_name: J.
full_name: Kotzka, J.
last_name: Kotzka
- first_name: O.
full_name: Kuß, O.
last_name: Kuß
- first_name: W.
full_name: Rathmann, W.
last_name: Rathmann
- first_name: S.
full_name: Schlesinger, S.
last_name: Schlesinger
- first_name: V.
full_name: Schrauwen-Hinderling, V.
last_name: Schrauwen-Hinderling
- first_name: J.
full_name: Szendroedi, J.
last_name: Szendroedi
- first_name: S.
full_name: Trenkamp, S.
last_name: Trenkamp
- first_name: R.
full_name: Wagner, R.
last_name: Wagner
citation:
ama: Weber KS, Schlesinger S, Lang A, et al. Association of dietary patterns with
diabetes-related comorbidities varies among diabetes endotypes. Nutrition,
Metabolism and Cardiovascular Diseases. Published online 2024. doi:10.1016/j.numecd.2023.12.026
apa: Weber, K. S., Schlesinger, S., Lang, A., Straßburger, K., Maalmi, H., Zhu,
A., Zaharia, O.-P., Strom, A., Bönhof, G. J., Goletzke, J., Trenkamp, S., Wagner,
R., Buyken, A., Lieb, W., Roden, M., Herder, C., Roden, M., Al-Hasani, H., Belgardt,
B., … Wagner, R. (2024). Association of dietary patterns with diabetes-related
comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular
Diseases. https://doi.org/10.1016/j.numecd.2023.12.026
bibtex: '@article{Weber_Schlesinger_Lang_Straßburger_Maalmi_Zhu_Zaharia_Strom_Bönhof_Goletzke_et
al._2024, title={Association of dietary patterns with diabetes-related comorbidities
varies among diabetes endotypes}, DOI={10.1016/j.numecd.2023.12.026},
journal={Nutrition, Metabolism and Cardiovascular Diseases}, publisher={Elsevier
BV}, author={Weber, Katharina S. and Schlesinger, Sabrina and Lang, Alexander
and Straßburger, Klaus and Maalmi, Haifa and Zhu, Anna and Zaharia, Oana-Patricia
and Strom, Alexander and Bönhof, Gidon J. and Goletzke, Janina and et al.}, year={2024}
}'
chicago: Weber, Katharina S., Sabrina Schlesinger, Alexander Lang, Klaus Straßburger,
Haifa Maalmi, Anna Zhu, Oana-Patricia Zaharia, et al. “Association of Dietary
Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.”
Nutrition, Metabolism and Cardiovascular Diseases, 2024. https://doi.org/10.1016/j.numecd.2023.12.026.
ieee: 'K. S. Weber et al., “Association of dietary patterns with diabetes-related
comorbidities varies among diabetes endotypes,” Nutrition, Metabolism and Cardiovascular
Diseases, 2024, doi: 10.1016/j.numecd.2023.12.026.'
mla: Weber, Katharina S., et al. “Association of Dietary Patterns with Diabetes-Related
Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular
Diseases, Elsevier BV, 2024, doi:10.1016/j.numecd.2023.12.026.
short: K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P.
Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken,
W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert,
G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß,
W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp,
R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024).
date_created: 2024-01-23T07:16:23Z
date_updated: 2024-01-23T07:20:46Z
department:
- _id: '22'
doi: 10.1016/j.numecd.2023.12.026
keyword:
- Cardiology and Cardiovascular Medicine
- Nutrition and Dietetics
- Endocrinology
- Diabetes and Metabolism
- Medicine (miscellaneous)
language:
- iso: eng
publication: Nutrition, Metabolism and Cardiovascular Diseases
publication_identifier:
issn:
- 0939-4753
publication_status: published
publisher: Elsevier BV
status: public
title: Association of dietary patterns with diabetes-related comorbidities varies
among diabetes endotypes
type: journal_article
user_id: '92491'
year: '2024'
...
---
_id: '51208'
abstract:
- lang: eng
text: AbstractApproximation of subdifferentials
is one of the main tasks when computing descent directions for nonsmooth optimization
problems. In this article, we propose a bisection method for weakly lower semismooth
functions which is able to compute new subgradients that improve a given approximation
in case a direction with insufficient descent was computed. Combined with a recently
proposed deterministic gradient sampling approach, this yields a deterministic
and provably convergent way to approximate subdifferentials for computing descent
directions.
author:
- first_name: Bennet
full_name: Gebken, Bennet
id: '32643'
last_name: Gebken
citation:
ama: Gebken B. A note on the convergence of deterministic gradient sampling in nonsmooth
optimization. Computational Optimization and Applications. Published online
2024. doi:10.1007/s10589-024-00552-0
apa: Gebken, B. (2024). A note on the convergence of deterministic gradient sampling
in nonsmooth optimization. Computational Optimization and Applications.
https://doi.org/10.1007/s10589-024-00552-0
bibtex: '@article{Gebken_2024, title={A note on the convergence of deterministic
gradient sampling in nonsmooth optimization}, DOI={10.1007/s10589-024-00552-0},
journal={Computational Optimization and Applications}, publisher={Springer Science
and Business Media LLC}, author={Gebken, Bennet}, year={2024} }'
chicago: Gebken, Bennet. “A Note on the Convergence of Deterministic Gradient Sampling
in Nonsmooth Optimization.” Computational Optimization and Applications,
2024. https://doi.org/10.1007/s10589-024-00552-0.
ieee: 'B. Gebken, “A note on the convergence of deterministic gradient sampling
in nonsmooth optimization,” Computational Optimization and Applications,
2024, doi: 10.1007/s10589-024-00552-0.'
mla: Gebken, Bennet. “A Note on the Convergence of Deterministic Gradient Sampling
in Nonsmooth Optimization.” Computational Optimization and Applications,
Springer Science and Business Media LLC, 2024, doi:10.1007/s10589-024-00552-0.
short: B. Gebken, Computational Optimization and Applications (2024).
date_created: 2024-02-07T07:23:23Z
date_updated: 2024-02-08T08:05:54Z
department:
- _id: '101'
doi: 10.1007/s10589-024-00552-0
keyword:
- Applied Mathematics
- Computational Mathematics
- Control and Optimization
language:
- iso: eng
publication: Computational Optimization and Applications
publication_identifier:
issn:
- 0926-6003
- 1573-2894
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A note on the convergence of deterministic gradient sampling in nonsmooth optimization
type: journal_article
user_id: '32643'
year: '2024'
...
---
_id: '46019'
abstract:
- lang: eng
text: We derive efficient algorithms to compute weakly Pareto optimal solutions
for smooth, convex and unconstrained multiobjective optimization problems in general
Hilbert spaces. To this end, we define a novel inertial gradient-like dynamical
system in the multiobjective setting, which trajectories converge weakly to Pareto
optimal solutions. Discretization of this system yields an inertial multiobjective
algorithm which generates sequences that converge weakly to Pareto optimal solutions.
We employ Nesterov acceleration to define an algorithm with an improved convergence
rate compared to the plain multiobjective steepest descent method (Algorithm 1).
A further improvement in terms of efficiency is achieved by avoiding the solution
of a quadratic subproblem to compute a common step direction for all objective
functions, which is usually required in first-order methods. Using a different
discretization of our inertial gradient-like dynamical system, we obtain an accelerated
multiobjective gradient method that does not require the solution of a subproblem
in each step (Algorithm 2). While this algorithm does not converge in general,
it yields good results on test problems while being faster than standard steepest
descent.
author:
- first_name: Konstantin
full_name: Sonntag, Konstantin
id: '56399'
last_name: Sonntag
orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Sonntag K, Peitz S. Fast Multiobjective Gradient Methods with Nesterov Acceleration
via Inertial Gradient-Like Systems. Journal of Optimization Theory and Applications.
Published online 2024. doi:10.1007/s10957-024-02389-3
apa: Sonntag, K., & Peitz, S. (2024). Fast Multiobjective Gradient Methods with
Nesterov Acceleration via Inertial Gradient-Like Systems. Journal of Optimization
Theory and Applications. https://doi.org/10.1007/s10957-024-02389-3
bibtex: '@article{Sonntag_Peitz_2024, title={Fast Multiobjective Gradient Methods
with Nesterov Acceleration via Inertial Gradient-Like Systems}, DOI={10.1007/s10957-024-02389-3},
journal={Journal of Optimization Theory and Applications}, publisher={Springer},
author={Sonntag, Konstantin and Peitz, Sebastian}, year={2024} }'
chicago: Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient
Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal
of Optimization Theory and Applications, 2024. https://doi.org/10.1007/s10957-024-02389-3.
ieee: 'K. Sonntag and S. Peitz, “Fast Multiobjective Gradient Methods with Nesterov
Acceleration via Inertial Gradient-Like Systems,” Journal of Optimization Theory
and Applications, 2024, doi: 10.1007/s10957-024-02389-3.'
mla: Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods
with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of
Optimization Theory and Applications, Springer, 2024, doi:10.1007/s10957-024-02389-3.
short: K. Sonntag, S. Peitz, Journal of Optimization Theory and Applications (2024).
date_created: 2023-07-12T06:35:58Z
date_updated: 2024-02-21T10:13:33Z
department:
- _id: '101'
- _id: '655'
doi: 10.1007/s10957-024-02389-3
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s10957-024-02389-3.pdf
oa: '1'
publication: Journal of Optimization Theory and Applications
publication_status: published
publisher: Springer
status: public
title: Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial
Gradient-Like Systems
type: journal_article
user_id: '56399'
year: '2024'
...
---
_id: '51334'
abstract:
- lang: eng
text: The efficient optimization method for locally Lipschitz continuous multiobjective
optimization problems from [1] is extended from finite-dimensional problems to
general Hilbert spaces. The method iteratively computes Pareto critical points,
where in each iteration, an approximation of the subdifferential is computed in
an efficient manner and then used to compute a common descent direction for all
objective functions. To prove convergence, we present some new optimality results
for nonsmooth multiobjective optimization problems in Hilbert spaces. Using these,
we can show that every accumulation point of the sequence generated by our algorithm
is Pareto critical under common assumptions. Computational efficiency for finding
Pareto critical points is numerically demonstrated for multiobjective optimal
control of an obstacle problem.
author:
- first_name: Konstantin
full_name: Sonntag, Konstantin
id: '56399'
last_name: Sonntag
orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Bennet
full_name: Gebken, Bennet
id: '32643'
last_name: Gebken
- first_name: Georg
full_name: Müller, Georg
last_name: Müller
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Stefan
full_name: Volkwein, Stefan
last_name: Volkwein
citation:
ama: Sonntag K, Gebken B, Müller G, Peitz S, Volkwein S. A Descent Method for Nonsmooth
Multiobjective Optimization in Hilbert Spaces. arXiv:240206376. Published
online 2024.
apa: Sonntag, K., Gebken, B., Müller, G., Peitz, S., & Volkwein, S. (2024).
A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.
In arXiv:2402.06376.
bibtex: '@article{Sonntag_Gebken_Müller_Peitz_Volkwein_2024, title={A Descent Method
for Nonsmooth Multiobjective Optimization in Hilbert Spaces}, journal={arXiv:2402.06376},
author={Sonntag, Konstantin and Gebken, Bennet and Müller, Georg and Peitz, Sebastian
and Volkwein, Stefan}, year={2024} }'
chicago: Sonntag, Konstantin, Bennet Gebken, Georg Müller, Sebastian Peitz, and
Stefan Volkwein. “A Descent Method for Nonsmooth Multiobjective Optimization in
Hilbert Spaces.” ArXiv:2402.06376, 2024.
ieee: K. Sonntag, B. Gebken, G. Müller, S. Peitz, and S. Volkwein, “A Descent Method
for Nonsmooth Multiobjective Optimization in Hilbert Spaces,” arXiv:2402.06376.
2024.
mla: Sonntag, Konstantin, et al. “A Descent Method for Nonsmooth Multiobjective
Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.
short: K. Sonntag, B. Gebken, G. Müller, S. Peitz, S. Volkwein, ArXiv:2402.06376
(2024).
date_created: 2024-02-13T09:35:26Z
date_updated: 2024-02-21T10:21:03Z
department:
- _id: '101'
- _id: '655'
external_id:
arxiv:
- "\t2402.06376"
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2402.06376
oa: '1'
publication: arXiv:2402.06376
status: public
title: A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces
type: preprint
user_id: '56399'
year: '2024'
...
---
_id: '52092'
author:
- first_name: Miriam
full_name: Stumpe, Miriam
id: '64135'
last_name: Stumpe
citation:
ama: Stumpe M. A new mathematical formulation for the simultaneous optimization
of charging infrastructure and vehicle schedules for electric bus systems. Transportation
Research Procedia. 2024;78:402-409. doi:10.1016/j.trpro.2024.02.051
apa: Stumpe, M. (2024). A new mathematical formulation for the simultaneous optimization
of charging infrastructure and vehicle schedules for electric bus systems. Transportation
Research Procedia, 78, 402–409. https://doi.org/10.1016/j.trpro.2024.02.051
bibtex: '@article{Stumpe_2024, title={A new mathematical formulation for the simultaneous
optimization of charging infrastructure and vehicle schedules for electric bus
systems}, volume={78}, DOI={10.1016/j.trpro.2024.02.051},
journal={Transportation Research Procedia}, publisher={Elsevier BV}, author={Stumpe,
Miriam}, year={2024}, pages={402–409} }'
chicago: 'Stumpe, Miriam. “A New Mathematical Formulation for the Simultaneous Optimization
of Charging Infrastructure and Vehicle Schedules for Electric Bus Systems.” Transportation
Research Procedia 78 (2024): 402–9. https://doi.org/10.1016/j.trpro.2024.02.051.'
ieee: 'M. Stumpe, “A new mathematical formulation for the simultaneous optimization
of charging infrastructure and vehicle schedules for electric bus systems,” Transportation
Research Procedia, vol. 78, pp. 402–409, 2024, doi: 10.1016/j.trpro.2024.02.051.'
mla: Stumpe, Miriam. “A New Mathematical Formulation for the Simultaneous Optimization
of Charging Infrastructure and Vehicle Schedules for Electric Bus Systems.” Transportation
Research Procedia, vol. 78, Elsevier BV, 2024, pp. 402–09, doi:10.1016/j.trpro.2024.02.051.
short: M. Stumpe, Transportation Research Procedia 78 (2024) 402–409.
date_created: 2024-02-27T09:25:12Z
date_updated: 2024-02-27T11:29:37Z
department:
- _id: '277'
doi: 10.1016/j.trpro.2024.02.051
intvolume: ' 78'
language:
- iso: eng
page: 402-409
publication: Transportation Research Procedia
publication_identifier:
issn:
- 2352-1465
publication_status: published
publisher: Elsevier BV
status: public
title: A new mathematical formulation for the simultaneous optimization of charging
infrastructure and vehicle schedules for electric bus systems
type: journal_article
user_id: '51811'
volume: 78
year: '2024'
...
---
_id: '52712'
author:
- first_name: Anette
full_name: Buyken, Anette
id: '65985'
last_name: Buyken
- first_name: Lars
full_name: Libuda, Lars
id: '88682'
last_name: Libuda
orcid: 0000-0003-1603-3133
citation:
ama: Buyken A, Libuda L. Ernährung und Alltagsbewältigung - Ein Spannungsfeld für
Individuum, Haushalt und Gesellschaft. DGEwissen. Published online 2024.
apa: Buyken, A., & Libuda, L. (2024). Ernährung und Alltagsbewältigung - Ein
Spannungsfeld für Individuum, Haushalt und Gesellschaft. DGEwissen.
bibtex: '@article{Buyken_Libuda_2024, title={Ernährung und Alltagsbewältigung -
Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft}, journal={DGEwissen},
author={Buyken, Anette and Libuda, Lars}, year={2024} }'
chicago: Buyken, Anette, and Lars Libuda. “Ernährung Und Alltagsbewältigung - Ein
Spannungsfeld Für Individuum, Haushalt Und Gesellschaft.” DGEwissen, 2024.
ieee: A. Buyken and L. Libuda, “Ernährung und Alltagsbewältigung - Ein Spannungsfeld
für Individuum, Haushalt und Gesellschaft,” DGEwissen, 2024.
mla: Buyken, Anette, and Lars Libuda. “Ernährung Und Alltagsbewältigung - Ein Spannungsfeld
Für Individuum, Haushalt Und Gesellschaft.” DGEwissen, 2024.
short: A. Buyken, L. Libuda, DGEwissen (2024).
date_created: 2024-03-21T14:56:44Z
date_updated: 2024-03-21T14:57:27Z
department:
- _id: '35'
- _id: '17'
- _id: '22'
language:
- iso: eng
popular_science: '1'
publication: DGEwissen
status: public
title: Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt
und Gesellschaft
type: journal_article
user_id: '88682'
year: '2024'
...
---
_id: '52726'
abstract:
- lang: eng
text: Heteroclinic structures organize global features of dynamical systems. We
analyse whether heteroclinic structures can arise in network dynamics with higher-order
interactions which describe the nonlinear interactions between three or more units.
We find that while commonly analysed model equations such as network dynamics
on undirected hypergraphs may be useful to describe local dynamics such as cluster
synchronization, they give rise to obstructions that allow to design of heteroclinic
structures in phase space. By contrast, directed hypergraphs break the homogeneity
and lead to vector fields that support heteroclinic structures.
article_type: original
author:
- first_name: Christian
full_name: Bick, Christian
last_name: Bick
- first_name: Sören
full_name: von der Gracht, Sören
id: '97359'
last_name: von der Gracht
orcid: 0000-0002-8054-2058
citation:
ama: Bick C, von der Gracht S. Heteroclinic dynamics in network dynamical systems
with higher-order interactions. Journal of Complex Networks. 2024;12(2).
doi:10.1093/comnet/cnae009
apa: Bick, C., & von der Gracht, S. (2024). Heteroclinic dynamics in network
dynamical systems with higher-order interactions. Journal of Complex Networks,
12(2). https://doi.org/10.1093/comnet/cnae009
bibtex: '@article{Bick_von der Gracht_2024, title={Heteroclinic dynamics in network
dynamical systems with higher-order interactions}, volume={12}, DOI={10.1093/comnet/cnae009},
number={2}, journal={Journal of Complex Networks}, publisher={Oxford University
Press (OUP)}, author={Bick, Christian and von der Gracht, Sören}, year={2024}
}'
chicago: Bick, Christian, and Sören von der Gracht. “Heteroclinic Dynamics in Network
Dynamical Systems with Higher-Order Interactions.” Journal of Complex Networks
12, no. 2 (2024). https://doi.org/10.1093/comnet/cnae009.
ieee: 'C. Bick and S. von der Gracht, “Heteroclinic dynamics in network dynamical
systems with higher-order interactions,” Journal of Complex Networks, vol.
12, no. 2, 2024, doi: 10.1093/comnet/cnae009.'
mla: Bick, Christian, and Sören von der Gracht. “Heteroclinic Dynamics in Network
Dynamical Systems with Higher-Order Interactions.” Journal of Complex Networks,
vol. 12, no. 2, Oxford University Press (OUP), 2024, doi:10.1093/comnet/cnae009.
short: C. Bick, S. von der Gracht, Journal of Complex Networks 12 (2024).
date_created: 2024-03-22T09:04:57Z
date_updated: 2024-03-22T09:11:53Z
ddc:
- '510'
department:
- _id: '101'
doi: 10.1093/comnet/cnae009
external_id:
arxiv:
- '2309.02006'
file:
- access_level: closed
content_type: application/pdf
creator: svdg
date_created: 2024-03-22T09:06:07Z
date_updated: 2024-03-22T09:06:07Z
file_id: '52728'
file_name: heteroclinic-dynamics-in-network-dynamical-systems-with-higher-order-interactions.pdf
file_size: 649155
relation: main_file
success: 1
file_date_updated: 2024-03-22T09:06:07Z
has_accepted_license: '1'
intvolume: ' 12'
issue: '2'
keyword:
- Applied Mathematics
- Computational Mathematics
- Control and Optimization
- Management Science and Operations Research
- Computer Networks and Communications
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://academic.oup.com/comnet/article-pdf/12/2/cnae009/56832119/cnae009.pdf
oa: '1'
publication: Journal of Complex Networks
publication_identifier:
issn:
- 2051-1329
publication_status: published
publisher: Oxford University Press (OUP)
status: public
title: Heteroclinic dynamics in network dynamical systems with higher-order interactions
type: journal_article
user_id: '97359'
volume: 12
year: '2024'
...
---
_id: '52827'
author:
- first_name: Lijie
full_name: Hu, Lijie
last_name: Hu
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
- first_name: Lei
full_name: Shen, Lei
last_name: Shen
- first_name: Di
full_name: Wang, Di
last_name: Wang
citation:
ama: 'Hu L, Habernal I, Shen L, Wang D. Differentially Private Natural Language
Models: Recent Advances and Future Directions. In: Graham Y, Purver M, eds. Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024. Association for Computational Linguistics; 2024:478–499.'
apa: 'Hu, L., Habernal, I., Shen, L., & Wang, D. (2024). Differentially Private
Natural Language Models: Recent Advances and Future Directions. In Y. Graham &
M. Purver (Eds.), Findings of the Association for Computational Linguistics:
EACL 2024, St. Julian’s, Malta, March 17-22, 2024 (pp. 478–499). Association
for Computational Linguistics.'
bibtex: '@inproceedings{Hu_Habernal_Shen_Wang_2024, title={Differentially Private
Natural Language Models: Recent Advances and Future Directions}, booktitle={Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024}, publisher={Association for Computational Linguistics}, author={Hu,
Lijie and Habernal, Ivan and Shen, Lei and Wang, Di}, editor={Graham, Yvette and
Purver, Matthew}, year={2024}, pages={478–499} }'
chicago: 'Hu, Lijie, Ivan Habernal, Lei Shen, and Di Wang. “Differentially Private
Natural Language Models: Recent Advances and Future Directions.” In Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024, edited by Yvette Graham and Matthew Purver, 478–499. Association
for Computational Linguistics, 2024.'
ieee: 'L. Hu, I. Habernal, L. Shen, and D. Wang, “Differentially Private Natural
Language Models: Recent Advances and Future Directions,” in Findings of the
Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March
17-22, 2024, 2024, pp. 478–499.'
mla: 'Hu, Lijie, et al. “Differentially Private Natural Language Models: Recent
Advances and Future Directions.” Findings of the Association for Computational
Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by
Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024,
pp. 478–499.'
short: 'L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499.'
date_created: 2024-03-25T10:30:32Z
date_updated: 2024-03-25T10:31:30Z
department:
- _id: '820'
editor:
- first_name: Yvette
full_name: Graham, Yvette
last_name: Graham
- first_name: Matthew
full_name: Purver, Matthew
last_name: Purver
language:
- iso: eng
page: 478–499
publication: 'Findings of the Association for Computational Linguistics: EACL 2024,
St. Julian’s, Malta, March 17-22, 2024'
publisher: Association for Computational Linguistics
status: public
title: 'Differentially Private Natural Language Models: Recent Advances and Future
Directions'
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '53282'
abstract:
- lang: eng
text: "Modern wireless communication systems are expected to provide improved\r\nlatency
and reliability. To meet these expectations, a short packet length is\r\nneeded,
which makes the first-order Shannon rate an inaccurate performance\r\nmetric for
such communication systems. A more accurate approximation of the\r\nachievable
rates of finite-block-length (FBL) coding regimes is known as the\r\nnormal approximation
(NA). It is therefore of substantial interest to study the\r\noptimization of
the FBL rate in multi-user multiple-input multiple-output\r\n(MIMO) systems, in
which each user may transmit and/or receive multiple data\r\nstreams. Hence, we
formulate a general optimization problem for improving the\r\nspectral and energy
efficiency of multi-user MIMO-aided ultra-reliable\r\nlow-latency communication
(URLLC) systems, which are assisted by reconfigurable\r\nintelligent surfaces
(RISs). We show that a RIS is capable of substantially\r\nimproving the performance
of multi-user MIMO-aided URLLC systems. Moreover, the\r\nbenefits of RIS increase
as the packet length and/or the tolerable bit error\r\nrate are reduced. This
reveals that RISs can be even more beneficial in URLLC\r\nsystems for improving
the FBL rates than in conventional systems approaching\r\nShannon rates."
author:
- first_name: Mohammad
full_name: Soleymani, Mohammad
last_name: Soleymani
- first_name: Ignacio
full_name: Santamaria, Ignacio
last_name: Santamaria
- first_name: Eduard
full_name: Jorswieck, Eduard
last_name: Jorswieck
- first_name: Robert
full_name: Schober, Robert
last_name: Schober
- first_name: Lajos
full_name: Hanzo, Lajos
last_name: Hanzo
citation:
ama: Soleymani M, Santamaria I, Jorswieck E, Schober R, Hanzo L. Optimization of
the Downlink Spectral- and Energy-Efficiency of RIS-aided Multi-user URLLC MIMO
Systems. arXiv:240216434. Published online 2024.
apa: Soleymani, M., Santamaria, I., Jorswieck, E., Schober, R., & Hanzo, L.
(2024). Optimization of the Downlink Spectral- and Energy-Efficiency of RIS-aided
Multi-user URLLC MIMO Systems. In arXiv:2402.16434.
bibtex: '@article{Soleymani_Santamaria_Jorswieck_Schober_Hanzo_2024, title={Optimization
of the Downlink Spectral- and Energy-Efficiency of RIS-aided Multi-user URLLC
MIMO Systems}, journal={arXiv:2402.16434}, author={Soleymani, Mohammad and Santamaria,
Ignacio and Jorswieck, Eduard and Schober, Robert and Hanzo, Lajos}, year={2024}
}'
chicago: Soleymani, Mohammad, Ignacio Santamaria, Eduard Jorswieck, Robert Schober,
and Lajos Hanzo. “Optimization of the Downlink Spectral- and Energy-Efficiency
of RIS-Aided Multi-User URLLC MIMO Systems.” ArXiv:2402.16434, 2024.
ieee: M. Soleymani, I. Santamaria, E. Jorswieck, R. Schober, and L. Hanzo, “Optimization
of the Downlink Spectral- and Energy-Efficiency of RIS-aided Multi-user URLLC
MIMO Systems,” arXiv:2402.16434. 2024.
mla: Soleymani, Mohammad, et al. “Optimization of the Downlink Spectral- and Energy-Efficiency
of RIS-Aided Multi-User URLLC MIMO Systems.” ArXiv:2402.16434, 2024.
short: M. Soleymani, I. Santamaria, E. Jorswieck, R. Schober, L. Hanzo, ArXiv:2402.16434
(2024).
date_created: 2024-04-05T09:16:32Z
date_updated: 2024-04-05T13:18:19Z
department:
- _id: '263'
external_id:
arxiv:
- '2402.16434'
language:
- iso: eng
publication: arXiv:2402.16434
status: public
title: Optimization of the Downlink Spectral- and Energy-Efficiency of RIS-aided
Multi-user URLLC MIMO Systems
type: preprint
user_id: '67076'
year: '2024'
...
---
_id: '52713'
abstract:
- lang: eng
text: "ABSTRACT\r\n\t \r\n\t
\ OBJECTIVE:\r\n\t The aim of this analysis
was to investigate whether habitual intake of total dairy (TD) or different dairy
types (liquid, solid, fermented, not-fermented, low-fat, high-fat, low-sugar and
high-sugar dairy) during adolescence is associated with biomarkers of low-grade
inflammation as well as risk factors of type 2 diabetes in young adulthood.\r\n\t
\ \r\n\t \r\n\t DESIGN:\r\n\t
\ Multivariable linear regression analyses were used to investigate
prospective associations between estimated TD intake as well as intake of different
types of dairy and a pro-inflammatory score, based on hsCRP, IL-6, IL-18, leptin
and adiponectin, and insulin resistance assessed as HOMA2-IR in an open cohort
study.\r\n\t \r\n\t \r\n\t
\ SETTING:\r\n\t Dortmund, Germany\r\n\t
\ \r\n\t \r\n\t PARTICIPANTS:\r\n\t
\ Data from participants (n=375) of the DOrtmund Nutritional and Anthropometric
Longitudinally Designed (DONALD) study were included, for whom at least two 3-day
weighed dietary records during adolescence (median age: 11 years) and one blood
sample in young adulthood (>18 years) were available.\r\n\t \r\n\t
\ \r\n\t RESULTS:\r\n\t
\ There was no statistically significant association between TD intake
or intake of any dairy type and the pro-inflammatory score (all p>0.05). TD
intake as well as each dairy type intake and insulin resistance also showed no
association (all p>0.05).\r\n\t \r\n\t \r\n\t
\ CONCLUSIONS:\r\n\t The habitual intake
of dairy or individual types of dairy during adolescence does not seem to have
a major impact on low-grade systemic inflammation and insulin resistance in the
long term. There was no indication regarding a restriction of dairy intake for
healthy children and adolescents in terms of diabetes risk reduction.\r\n\t
\ "
author:
- first_name: E
full_name: Hohoff, E
last_name: Hohoff
- first_name: N
full_name: Jankovic, N
last_name: Jankovic
- first_name: I
full_name: Perrar, I
last_name: Perrar
- first_name: ME
full_name: Schnermann, ME
last_name: Schnermann
- first_name: C
full_name: Herder, C
last_name: Herder
- first_name: U
full_name: Nöthlings, U
last_name: Nöthlings
- first_name: Lars
full_name: Libuda, Lars
id: '88682'
last_name: Libuda
orcid: 0000-0003-1603-3133
- first_name: U
full_name: Alexy, U
last_name: Alexy
citation:
ama: Hohoff E, Jankovic N, Perrar I, et al. The association between dairy intake
in adolescents with inflammation and risk markers of type 2 diabetes during young
adulthood – results of the DONALD study. Public Health Nutrition. Published
online 2024:1-26. doi:10.1017/s1368980024000624
apa: Hohoff, E., Jankovic, N., Perrar, I., Schnermann, M., Herder, C., Nöthlings,
U., Libuda, L., & Alexy, U. (2024). The association between dairy intake in
adolescents with inflammation and risk markers of type 2 diabetes during young
adulthood – results of the DONALD study. Public Health Nutrition, 1–26.
https://doi.org/10.1017/s1368980024000624
bibtex: '@article{Hohoff_Jankovic_Perrar_Schnermann_Herder_Nöthlings_Libuda_Alexy_2024,
title={The association between dairy intake in adolescents with inflammation and
risk markers of type 2 diabetes during young adulthood – results of the DONALD
study}, DOI={10.1017/s1368980024000624},
journal={Public Health Nutrition}, publisher={Cambridge University Press (CUP)},
author={Hohoff, E and Jankovic, N and Perrar, I and Schnermann, ME and Herder,
C and Nöthlings, U and Libuda, Lars and Alexy, U}, year={2024}, pages={1–26} }'
chicago: Hohoff, E, N Jankovic, I Perrar, ME Schnermann, C Herder, U Nöthlings,
Lars Libuda, and U Alexy. “The Association between Dairy Intake in Adolescents
with Inflammation and Risk Markers of Type 2 Diabetes during Young Adulthood –
Results of the DONALD Study.” Public Health Nutrition, 2024, 1–26. https://doi.org/10.1017/s1368980024000624.
ieee: 'E. Hohoff et al., “The association between dairy intake in adolescents
with inflammation and risk markers of type 2 diabetes during young adulthood –
results of the DONALD study,” Public Health Nutrition, pp. 1–26, 2024,
doi: 10.1017/s1368980024000624.'
mla: Hohoff, E., et al. “The Association between Dairy Intake in Adolescents with
Inflammation and Risk Markers of Type 2 Diabetes during Young Adulthood – Results
of the DONALD Study.” Public Health Nutrition, Cambridge University Press
(CUP), 2024, pp. 1–26, doi:10.1017/s1368980024000624.
short: E. Hohoff, N. Jankovic, I. Perrar, M. Schnermann, C. Herder, U. Nöthlings,
L. Libuda, U. Alexy, Public Health Nutrition (2024) 1–26.
date_created: 2024-03-21T14:58:10Z
date_updated: 2024-04-25T09:49:44Z
department:
- _id: '35'
- _id: '17'
- _id: '22'
doi: 10.1017/s1368980024000624
keyword:
- Public Health
- Environmental and Occupational Health
- Nutrition and Dietetics
- Medicine (miscellaneous)
language:
- iso: eng
page: 1-26
publication: Public Health Nutrition
publication_identifier:
issn:
- 1368-9800
- 1475-2727
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: The association between dairy intake in adolescents with inflammation and risk
markers of type 2 diabetes during young adulthood – results of the DONALD study
type: journal_article
user_id: '88682'
year: '2024'
...
---
_id: '53858'
author:
- first_name: Junaid
full_name: Akhter, Junaid
id: '97994'
last_name: Akhter
- first_name: Paul David
full_name: Fährmann, Paul David
last_name: Fährmann
- first_name: Konstantin
full_name: Sonntag, Konstantin
id: '56399'
last_name: Sonntag
orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Akhter J, Fährmann PD, Sonntag K, Peitz S. Common pitfalls to avoid while using
multiobjective optimization in machine learning. arXiv. Published online
2024.
apa: Akhter, J., Fährmann, P. D., Sonntag, K., & Peitz, S. (2024). Common pitfalls
to avoid while using multiobjective optimization in machine learning. In arXiv.
bibtex: '@article{Akhter_Fährmann_Sonntag_Peitz_2024, title={Common pitfalls to
avoid while using multiobjective optimization in machine learning}, journal={arXiv},
author={Akhter, Junaid and Fährmann, Paul David and Sonntag, Konstantin and Peitz,
Sebastian}, year={2024} }'
chicago: Akhter, Junaid, Paul David Fährmann, Konstantin Sonntag, and Sebastian
Peitz. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine
Learning.” ArXiv, 2024.
ieee: J. Akhter, P. D. Fährmann, K. Sonntag, and S. Peitz, “Common pitfalls to avoid
while using multiobjective optimization in machine learning,” arXiv. 2024.
mla: Akhter, Junaid, et al. “Common Pitfalls to Avoid While Using Multiobjective
Optimization in Machine Learning.” ArXiv, 2024.
short: J. Akhter, P.D. Fährmann, K. Sonntag, S. Peitz, ArXiv (2024).
date_created: 2024-05-03T13:38:34Z
date_updated: 2024-05-06T08:29:38Z
department:
- _id: '655'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2405.01480
oa: '1'
publication: arXiv
status: public
title: Common pitfalls to avoid while using multiobjective optimization in machine
learning
type: preprint
user_id: '47427'
year: '2024'
...