---
_id: '62067'
abstract:
- lang: eng
text: Most FPGA boards in the HPC domain are well-suited for parallel scaling because
of the direct integration of versatile and high-throughput network ports. However,
the utilization of their network capabilities is often challenging and error-prone
because the whole network stack and communication patterns have to be implemented
and managed on the FPGAs. Also, this approach conceptually involves a trade-off
between the performance potential of improved communication and the impact of
resource consumption for communication infrastructure, since the utilized resources
on the FPGAs could otherwise be used for computations. In this work, we investigate
this trade-off, firstly, by using synthetic benchmarks to evaluate the different
configuration options of the communication framework ACCL and their impact on
communication latency and throughput. Finally, we use our findings to implement
a shallow water simulation whose scalability heavily depends on low-latency communication.
With a suitable configuration of ACCL, good scaling behavior can be shown to all
48 FPGAs installed in the system. Overall, the results show that the availability
of inter-FPGA communication frameworks as well as the configurability of framework and
network stack are crucial to achieve the best application performance with low
latency communication.
author:
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Lucian
full_name: Petrica, Lucian
last_name: Petrica
- first_name: Kenneth
full_name: O’Brien, Kenneth
last_name: O’Brien
- first_name: Michaela
full_name: Blott, Michaela
last_name: Blott
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: 'Meyer M, Kenter T, Petrica L, O’Brien K, Blott M, Plessl C. Optimizing Communication
for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-69766-1_9'
apa: Meyer, M., Kenter, T., Petrica, L., O’Brien, K., Blott, M., & Plessl, C.
(2024). Optimizing Communication for Latency Sensitive HPC Applications on up
to 48 FPGAs Using ACCL. In Lecture Notes in Computer Science. Springer
Nature Switzerland. https://doi.org/10.1007/978-3-031-69766-1_9
bibtex: '@inbook{Meyer_Kenter_Petrica_O’Brien_Blott_Plessl_2024, place={Cham}, title={Optimizing
Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL},
DOI={10.1007/978-3-031-69766-1_9},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Meyer, Marius and Kenter, Tobias and Petrica, Lucian and O’Brien, Kenneth
and Blott, Michaela and Plessl, Christian}, year={2024} }'
chicago: 'Meyer, Marius, Tobias Kenter, Lucian Petrica, Kenneth O’Brien, Michaela
Blott, and Christian Plessl. “Optimizing Communication for Latency Sensitive HPC
Applications on up to 48 FPGAs Using ACCL.” In Lecture Notes in Computer Science.
Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-69766-1_9.'
ieee: 'M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, and C. Plessl, “Optimizing
Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL,”
in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland,
2024.'
mla: Meyer, Marius, et al. “Optimizing Communication for Latency Sensitive HPC Applications
on up to 48 FPGAs Using ACCL.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2024, doi:10.1007/978-3-031-69766-1_9.
short: 'M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, C. Plessl, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.'
date_created: 2025-11-04T09:50:24Z
date_updated: 2025-11-04T09:51:22Z
department:
- _id: '27'
- _id: '518'
doi: 10.1007/978-3-031-69766-1_9
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Cham
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031697654'
- '9783031697661'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
status: public
title: Optimizing Communication for Latency Sensitive HPC Applications on up to 48
FPGAs Using ACCL
type: book_chapter
user_id: '3145'
year: '2024'
...
---
_id: '56604'
abstract:
- lang: eng
text: This manuscript makes the claim of having computed the 9th Dedekind number,
D(9). This was done by accelerating the core operation of the process with an
efficient FPGA design that outperforms an optimized 64-core CPU reference by 95x.
The FPGA execution was parallelized on the Noctua 2 supercomputer at Paderborn
University. The resulting value for D(9) is 286386577668298411128469151667598498812366.
This value can be verified in two steps. We have made the data file containing
the 490 M results available, each of which can be verified separately on CPU,
and the whole file sums to our proposed value. The paper explains the mathematical
approach in the first part, before putting the focus on a deep dive into the FPGA
accelerator implementation followed by a performance analysis. The FPGA implementation
was done in Register-Transfer Level using a dual-clock architecture and shows
how we achieved an impressive FMax of 450 MHz on the targeted Stratix 10 GX 2,800
FPGAs. The total compute time used was 47,000 FPGA hours.
author:
- first_name: Lennart
full_name: Van Hirtum, Lennart
id: '100210'
last_name: Van Hirtum
- first_name: Patrick
full_name: De Causmaecker, Patrick
last_name: De Causmaecker
- first_name: Jens
full_name: Goemaere, Jens
last_name: Goemaere
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Heinrich
full_name: Riebler, Heinrich
id: '8961'
last_name: Riebler
- first_name: Michael
full_name: Lass, Michael
id: '24135'
last_name: Lass
orcid: 0000-0002-5708-7632
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Van Hirtum L, De Causmaecker P, Goemaere J, et al. A Computation of the Ninth
Dedekind Number Using FPGA Supercomputing. ACM Transactions on Reconfigurable
Technology and Systems. 2024;17(3):1-28. doi:10.1145/3674147
apa: Van Hirtum, L., De Causmaecker, P., Goemaere, J., Kenter, T., Riebler, H.,
Lass, M., & Plessl, C. (2024). A Computation of the Ninth Dedekind Number
Using FPGA Supercomputing. ACM Transactions on Reconfigurable Technology and
Systems, 17(3), 1–28. https://doi.org/10.1145/3674147
bibtex: '@article{Van Hirtum_De Causmaecker_Goemaere_Kenter_Riebler_Lass_Plessl_2024,
title={A Computation of the Ninth Dedekind Number Using FPGA Supercomputing},
volume={17}, DOI={10.1145/3674147},
number={3}, journal={ACM Transactions on Reconfigurable Technology and Systems},
publisher={Association for Computing Machinery (ACM)}, author={Van Hirtum, Lennart
and De Causmaecker, Patrick and Goemaere, Jens and Kenter, Tobias and Riebler,
Heinrich and Lass, Michael and Plessl, Christian}, year={2024}, pages={1–28} }'
chicago: 'Van Hirtum, Lennart, Patrick De Causmaecker, Jens Goemaere, Tobias Kenter,
Heinrich Riebler, Michael Lass, and Christian Plessl. “A Computation of the Ninth
Dedekind Number Using FPGA Supercomputing.” ACM Transactions on Reconfigurable
Technology and Systems 17, no. 3 (2024): 1–28. https://doi.org/10.1145/3674147.'
ieee: 'L. Van Hirtum et al., “A Computation of the Ninth Dedekind Number
Using FPGA Supercomputing,” ACM Transactions on Reconfigurable Technology and
Systems, vol. 17, no. 3, pp. 1–28, 2024, doi: 10.1145/3674147.'
mla: Van Hirtum, Lennart, et al. “A Computation of the Ninth Dedekind Number Using
FPGA Supercomputing.” ACM Transactions on Reconfigurable Technology and Systems,
vol. 17, no. 3, Association for Computing Machinery (ACM), 2024, pp. 1–28, doi:10.1145/3674147.
short: L. Van Hirtum, P. De Causmaecker, J. Goemaere, T. Kenter, H. Riebler, M.
Lass, C. Plessl, ACM Transactions on Reconfigurable Technology and Systems 17
(2024) 1–28.
date_created: 2024-10-14T07:38:29Z
date_updated: 2025-11-04T09:53:26Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3674147
intvolume: ' 17'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 1-28
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
publisher: Association for Computing Machinery (ACM)
quality_controlled: '1'
status: public
title: A Computation of the Ninth Dedekind Number Using FPGA Supercomputing
type: journal_article
user_id: '3145'
volume: 17
year: '2024'
...
---
_id: '53503'
author:
- first_name: Kaan
full_name: Olgu, Kaan
last_name: Olgu
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Jose
full_name: Nunez-Yanez, Jose
last_name: Nunez-Yanez
- first_name: Simon
full_name: Mcintosh-Smith, Simon
last_name: Mcintosh-Smith
citation:
ama: 'Olgu K, Kenter T, Nunez-Yanez J, Mcintosh-Smith S. Optimisation and Evaluation
of Breadth First Search with oneAPI/SYCL on Intel FPGAs: from Describing Algorithms
to Describing Architectures. In: Proceedings of the 12th International Workshop
on OpenCL and SYCL. ACM; 2024. doi:10.1145/3648115.3648134'
apa: 'Olgu, K., Kenter, T., Nunez-Yanez, J., & Mcintosh-Smith, S. (2024). Optimisation
and Evaluation of Breadth First Search with oneAPI/SYCL on Intel FPGAs: from Describing
Algorithms to Describing Architectures. Proceedings of the 12th International
Workshop on OpenCL and SYCL. https://doi.org/10.1145/3648115.3648134'
bibtex: '@inproceedings{Olgu_Kenter_Nunez-Yanez_Mcintosh-Smith_2024, title={Optimisation
and Evaluation of Breadth First Search with oneAPI/SYCL on Intel FPGAs: from Describing
Algorithms to Describing Architectures}, DOI={10.1145/3648115.3648134},
booktitle={Proceedings of the 12th International Workshop on OpenCL and SYCL},
publisher={ACM}, author={Olgu, Kaan and Kenter, Tobias and Nunez-Yanez, Jose and
Mcintosh-Smith, Simon}, year={2024} }'
chicago: 'Olgu, Kaan, Tobias Kenter, Jose Nunez-Yanez, and Simon Mcintosh-Smith.
“Optimisation and Evaluation of Breadth First Search with OneAPI/SYCL on Intel
FPGAs: From Describing Algorithms to Describing Architectures.” In Proceedings
of the 12th International Workshop on OpenCL and SYCL. ACM, 2024. https://doi.org/10.1145/3648115.3648134.'
ieee: 'K. Olgu, T. Kenter, J. Nunez-Yanez, and S. Mcintosh-Smith, “Optimisation
and Evaluation of Breadth First Search with oneAPI/SYCL on Intel FPGAs: from Describing
Algorithms to Describing Architectures,” 2024, doi: 10.1145/3648115.3648134.'
mla: 'Olgu, Kaan, et al. “Optimisation and Evaluation of Breadth First Search with
OneAPI/SYCL on Intel FPGAs: From Describing Algorithms to Describing Architectures.”
Proceedings of the 12th International Workshop on OpenCL and SYCL, ACM,
2024, doi:10.1145/3648115.3648134.'
short: 'K. Olgu, T. Kenter, J. Nunez-Yanez, S. Mcintosh-Smith, in: Proceedings of
the 12th International Workshop on OpenCL and SYCL, ACM, 2024.'
date_created: 2024-04-15T07:41:21Z
date_updated: 2025-11-04T09:53:59Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3648115.3648134
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the 12th International Workshop on OpenCL and SYCL
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: 'Optimisation and Evaluation of Breadth First Search with oneAPI/SYCL on Intel
FPGAs: from Describing Algorithms to Describing Architectures'
type: conference
user_id: '3145'
year: '2024'
...
---
_id: '57834'
author:
- first_name: Mats
full_name: Vernholz, Mats
id: '76955'
last_name: Vernholz
orcid: 0000-0001-5175-357X
citation:
ama: 'Vernholz M. Gewerblich-technische Lehrkräftebildung in Deutschland - Analyse
der Einflüsse auf das akademische Selbstkonzept von Lehramtsstudierenden technischer
(beruflicher) Fachrichtungen. In: Kögler K, Kremer H-H, Herkner V, eds. Jahrbuch
Der Berufs- Und Wirtschaftspädagogischen Forschung 2024. Verlag Barbara Budrich;
2024:132-147. doi:10.3224/84743054'
apa: Vernholz, M. (2024). Gewerblich-technische Lehrkräftebildung in Deutschland
- Analyse der Einflüsse auf das akademische Selbstkonzept von Lehramtsstudierenden
technischer (beruflicher) Fachrichtungen. In K. Kögler, H.-H. Kremer, & V.
Herkner (Eds.), Jahrbuch der berufs- und wirtschaftspädagogischen Forschung
2024 (pp. 132–147). Verlag Barbara Budrich. https://doi.org/10.3224/84743054
bibtex: '@inbook{Vernholz_2024, place={Opladen, Berlin, Toronto}, title={Gewerblich-technische
Lehrkräftebildung in Deutschland - Analyse der Einflüsse auf das akademische Selbstkonzept
von Lehramtsstudierenden technischer (beruflicher) Fachrichtungen}, DOI={10.3224/84743054},
booktitle={Jahrbuch der berufs- und wirtschaftspädagogischen Forschung 2024},
publisher={Verlag Barbara Budrich}, author={Vernholz, Mats}, editor={Kögler, Kristina
and Kremer, H.-Hugo and Herkner, Volkmar}, year={2024}, pages={132–147} }'
chicago: 'Vernholz, Mats. “Gewerblich-Technische Lehrkräftebildung in Deutschland
- Analyse Der Einflüsse Auf Das Akademische Selbstkonzept von Lehramtsstudierenden
Technischer (Beruflicher) Fachrichtungen.” In Jahrbuch Der Berufs- Und Wirtschaftspädagogischen
Forschung 2024, edited by Kristina Kögler, H.-Hugo Kremer, and Volkmar Herkner,
132–47. Opladen, Berlin, Toronto: Verlag Barbara Budrich, 2024. https://doi.org/10.3224/84743054.'
ieee: 'M. Vernholz, “Gewerblich-technische Lehrkräftebildung in Deutschland - Analyse
der Einflüsse auf das akademische Selbstkonzept von Lehramtsstudierenden technischer
(beruflicher) Fachrichtungen,” in Jahrbuch der berufs- und wirtschaftspädagogischen
Forschung 2024, K. Kögler, H.-H. Kremer, and V. Herkner, Eds. Opladen, Berlin,
Toronto: Verlag Barbara Budrich, 2024, pp. 132–147.'
mla: Vernholz, Mats. “Gewerblich-Technische Lehrkräftebildung in Deutschland - Analyse
Der Einflüsse Auf Das Akademische Selbstkonzept von Lehramtsstudierenden Technischer
(Beruflicher) Fachrichtungen.” Jahrbuch Der Berufs- Und Wirtschaftspädagogischen
Forschung 2024, edited by Kristina Kögler et al., Verlag Barbara Budrich,
2024, pp. 132–47, doi:10.3224/84743054.
short: 'M. Vernholz, in: K. Kögler, H.-H. Kremer, V. Herkner (Eds.), Jahrbuch Der
Berufs- Und Wirtschaftspädagogischen Forschung 2024, Verlag Barbara Budrich, Opladen,
Berlin, Toronto, 2024, pp. 132–147.'
date_created: 2024-12-18T09:48:39Z
date_updated: 2025-11-05T09:50:42Z
department:
- _id: '300'
doi: 10.3224/84743054
editor:
- first_name: Kristina
full_name: Kögler, Kristina
last_name: Kögler
- first_name: H.-Hugo
full_name: Kremer, H.-Hugo
last_name: Kremer
- first_name: Volkmar
full_name: Herkner, Volkmar
last_name: Herkner
language:
- iso: eng
page: 132-147
place: Opladen, Berlin, Toronto
publication: Jahrbuch der berufs- und wirtschaftspädagogischen Forschung 2024
publisher: Verlag Barbara Budrich
quality_controlled: '1'
status: public
title: Gewerblich-technische Lehrkräftebildung in Deutschland - Analyse der Einflüsse
auf das akademische Selbstkonzept von Lehramtsstudierenden technischer (beruflicher)
Fachrichtungen
type: book_chapter
user_id: '76955'
year: '2024'
...
---
_id: '53942'
abstract:
- lang: eng
text: AbstractSince its inception two decades ago,
Soot has become one of the most widely used open-source static
analysis frameworks. Over time it has been extended with the contributions of
countless researchers. Yet, at the same time, the requirements for Soot
have changed over the years and become increasingly at odds with some of the major
design decisions that underlie it. In this work, we thus present SootUp,
a complete reimplementation of Soot that seeks to fulfill these
requirements with a novel design, while at the same time keeping elements that
Soot users have grown accustomed to.
author:
- first_name: Kadiray
full_name: Karakaya, Kadiray
id: '70410'
last_name: Karakaya
orcid: https://orcid.org/0000-0001-9266-2084
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
- first_name: Markus
full_name: Schmidt, Markus
last_name: Schmidt
- first_name: Linghui
full_name: Luo, Linghui
last_name: Luo
- first_name: Dongjie
full_name: He, Dongjie
last_name: He
citation:
ama: 'Karakaya K, Schott S, Klauke J, et al. SootUp: A Redesign of the Soot Static
Analysis Framework. In: Tools and Algorithms for the Construction and Analysis
of Systems. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-57246-3_13'
apa: 'Karakaya, K., Schott, S., Klauke, J., Bodden, E., Schmidt, M., Luo, L., &
He, D. (2024). SootUp: A Redesign of the Soot Static Analysis Framework. In Tools
and Algorithms for the Construction and Analysis of Systems. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-031-57246-3_13'
bibtex: '@inbook{Karakaya_Schott_Klauke_Bodden_Schmidt_Luo_He_2024, place={Cham},
title={SootUp: A Redesign of the Soot Static Analysis Framework}, DOI={10.1007/978-3-031-57246-3_13},
booktitle={Tools and Algorithms for the Construction and Analysis of Systems},
publisher={Springer Nature Switzerland}, author={Karakaya, Kadiray and Schott,
Stefan and Klauke, Jonas and Bodden, Eric and Schmidt, Markus and Luo, Linghui
and He, Dongjie}, year={2024} }'
chicago: 'Karakaya, Kadiray, Stefan Schott, Jonas Klauke, Eric Bodden, Markus Schmidt,
Linghui Luo, and Dongjie He. “SootUp: A Redesign of the Soot Static Analysis Framework.”
In Tools and Algorithms for the Construction and Analysis of Systems. Cham:
Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-57246-3_13.'
ieee: 'K. Karakaya et al., “SootUp: A Redesign of the Soot Static Analysis
Framework,” in Tools and Algorithms for the Construction and Analysis of Systems,
Cham: Springer Nature Switzerland, 2024.'
mla: 'Karakaya, Kadiray, et al. “SootUp: A Redesign of the Soot Static Analysis
Framework.” Tools and Algorithms for the Construction and Analysis of Systems,
Springer Nature Switzerland, 2024, doi:10.1007/978-3-031-57246-3_13.'
short: 'K. Karakaya, S. Schott, J. Klauke, E. Bodden, M. Schmidt, L. Luo, D. He,
in: Tools and Algorithms for the Construction and Analysis of Systems, Springer
Nature Switzerland, Cham, 2024.'
date_created: 2024-05-06T11:29:36Z
date_updated: 2025-11-11T14:26:52Z
department:
- _id: '76'
doi: 10.1007/978-3-031-57246-3_13
language:
- iso: eng
place: Cham
project:
- _id: '107'
name: 'Reaktor: SFB 901 - Automatisierte Risikoanalyse in Bezug auf Open-Source-Abhängigkeiten
(Hektor) (Transferproject T3)'
- _id: '668'
name: 'HEKTOR: Automatisierte Risikoanalyse unter Berücksichtigung von Open-Source-Abhängigkeiten'
- _id: '1'
name: 'SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in
dynamischen Märkten'
- _id: '82'
name: 'SFB 901; Projektbereich T: Transferprojekte des Sonderforschungsbereichs'
- _id: '107'
name: 'SFB 901; TP T3: Automatisierte Risikoanalyse in Bezug auf Open-Source-Abhängigkeiten
(Hektor)'
publication: Tools and Algorithms for the Construction and Analysis of Systems
publication_identifier:
isbn:
- '9783031572456'
- '9783031572463'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'SootUp: A Redesign of the Soot Static Analysis Framework'
type: book_chapter
user_id: '477'
year: '2024'
...
---
_id: '57550'
author:
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
- first_name: Serena Elisa
full_name: Ponta, Serena Elisa
last_name: Ponta
- first_name: Wolfram
full_name: Fischer, Wolfram
last_name: Fischer
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Schott S, Ponta SE, Fischer W, Klauke J, Bodden E. Java Bytecode Normalization
for Code Similarity Analysis. In: 38th European Conference on Object-Oriented
Programming (ECOOP 2024). ; 2024. doi:10.4230/LIPIcs.ECOOP.2024.37'
apa: Schott, S., Ponta, S. E., Fischer, W., Klauke, J., & Bodden, E. (2024).
Java Bytecode Normalization for Code Similarity Analysis. 38th European Conference
on Object-Oriented Programming (ECOOP 2024). 38th European Conference on Object-Oriented
Programming (ECOOP 2024), Vienna. https://doi.org/10.4230/LIPIcs.ECOOP.2024.37
bibtex: '@inproceedings{Schott_Ponta_Fischer_Klauke_Bodden_2024, title={Java Bytecode
Normalization for Code Similarity Analysis}, DOI={10.4230/LIPIcs.ECOOP.2024.37},
booktitle={38th European Conference on Object-Oriented Programming (ECOOP 2024)},
author={Schott, Stefan and Ponta, Serena Elisa and Fischer, Wolfram and Klauke,
Jonas and Bodden, Eric}, year={2024} }'
chicago: Schott, Stefan, Serena Elisa Ponta, Wolfram Fischer, Jonas Klauke, and
Eric Bodden. “Java Bytecode Normalization for Code Similarity Analysis.” In 38th
European Conference on Object-Oriented Programming (ECOOP 2024), 2024. https://doi.org/10.4230/LIPIcs.ECOOP.2024.37.
ieee: 'S. Schott, S. E. Ponta, W. Fischer, J. Klauke, and E. Bodden, “Java Bytecode
Normalization for Code Similarity Analysis,” presented at the 38th European Conference
on Object-Oriented Programming (ECOOP 2024), Vienna, 2024, doi: 10.4230/LIPIcs.ECOOP.2024.37.'
mla: Schott, Stefan, et al. “Java Bytecode Normalization for Code Similarity Analysis.”
38th European Conference on Object-Oriented Programming (ECOOP 2024), 2024,
doi:10.4230/LIPIcs.ECOOP.2024.37.
short: 'S. Schott, S.E. Ponta, W. Fischer, J. Klauke, E. Bodden, in: 38th European
Conference on Object-Oriented Programming (ECOOP 2024), 2024.'
conference:
location: Vienna
name: 38th European Conference on Object-Oriented Programming (ECOOP 2024)
date_created: 2024-12-03T08:15:07Z
date_updated: 2025-11-11T14:29:43Z
department:
- _id: '76'
doi: 10.4230/LIPIcs.ECOOP.2024.37
language:
- iso: eng
project:
- _id: '668'
name: 'HEKTOR: Automatisierte Risikoanalyse unter Berücksichtigung von Open-Source-Abhängigkeiten'
- _id: '107'
name: 'Reaktor: SFB 901 - Automatisierte Risikoanalyse in Bezug auf Open-Source-Abhängigkeiten
(Hektor) (Transferproject T3)'
- _id: '1'
name: 'SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in
dynamischen Märkten'
- _id: '82'
name: 'SFB 901; Projektbereich T: Transferprojekte des Sonderforschungsbereichs'
- _id: '107'
name: 'SFB 901; TP T3: Automatisierte Risikoanalyse in Bezug auf Open-Source-Abhängigkeiten
(Hektor)'
publication: 38th European Conference on Object-Oriented Programming (ECOOP 2024)
status: public
title: Java Bytecode Normalization for Code Similarity Analysis
type: conference
user_id: '477'
year: '2024'
...
---
_id: '58716'
author:
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
- first_name: Wolfram
full_name: Fischer, Wolfram
last_name: Fischer
- first_name: Serena Elisa
full_name: Ponta, Serena Elisa
last_name: Ponta
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Schott S, Fischer W, Ponta SE, Klauke J, Bodden E. Compilation of Commit Changes
Within Java Source Code Repositories. In: 2024 IEEE International Conference
on Software Maintenance and Evolution (ICSME). IEEE; 2024. doi:10.1109/icsme58944.2024.00038'
apa: Schott, S., Fischer, W., Ponta, S. E., Klauke, J., & Bodden, E. (2024).
Compilation of Commit Changes Within Java Source Code Repositories. 2024 IEEE
International Conference on Software Maintenance and Evolution (ICSME). https://doi.org/10.1109/icsme58944.2024.00038
bibtex: '@inproceedings{Schott_Fischer_Ponta_Klauke_Bodden_2024, title={Compilation
of Commit Changes Within Java Source Code Repositories}, DOI={10.1109/icsme58944.2024.00038},
booktitle={2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME)}, publisher={IEEE}, author={Schott, Stefan and Fischer, Wolfram and Ponta,
Serena Elisa and Klauke, Jonas and Bodden, Eric}, year={2024} }'
chicago: Schott, Stefan, Wolfram Fischer, Serena Elisa Ponta, Jonas Klauke, and
Eric Bodden. “Compilation of Commit Changes Within Java Source Code Repositories.”
In 2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME). IEEE, 2024. https://doi.org/10.1109/icsme58944.2024.00038.
ieee: 'S. Schott, W. Fischer, S. E. Ponta, J. Klauke, and E. Bodden, “Compilation
of Commit Changes Within Java Source Code Repositories,” 2024, doi: 10.1109/icsme58944.2024.00038.'
mla: Schott, Stefan, et al. “Compilation of Commit Changes Within Java Source Code
Repositories.” 2024 IEEE International Conference on Software Maintenance and
Evolution (ICSME), IEEE, 2024, doi:10.1109/icsme58944.2024.00038.
short: 'S. Schott, W. Fischer, S.E. Ponta, J. Klauke, E. Bodden, in: 2024 IEEE International
Conference on Software Maintenance and Evolution (ICSME), IEEE, 2024.'
date_created: 2025-02-19T15:47:18Z
date_updated: 2025-11-11T15:01:44Z
department:
- _id: '76'
doi: 10.1109/icsme58944.2024.00038
language:
- iso: eng
project:
- _id: '1072'
name: 'SFB 901; TP T5: Zuverlässige und automatisierte codebasierte Analyse von
Open-Source-Abhängigkeiten (Reaktor)'
publication: 2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME)
publication_status: published
publisher: IEEE
status: public
title: Compilation of Commit Changes Within Java Source Code Repositories
type: conference
user_id: '54847'
year: '2024'
...
---
_id: '59223'
author:
- first_name: Tobias
full_name: Schwabe, Tobias
id: '39217'
last_name: Schwabe
- first_name: Khaleda
full_name: Mallick, Khaleda
last_name: Mallick
- first_name: Karanveer
full_name: Singh, Karanveer
last_name: Singh
- first_name: Thomas
full_name: Schneider, Thomas
last_name: Schneider
- first_name: J. Christoph
full_name: Scheytt, J. Christoph
id: '37144'
last_name: Scheytt
orcid: '0000-0002-5950-6618 '
citation:
ama: Schwabe T, Mallick K, Singh K, Schneider T, Scheytt JC. Precise Optical
Nyquist Pulse Synthesizer Digital- to-Analog-Converter Presentation 2024 SPP 2111
. Zenodo; 2024. doi:10.5281/zenodo.15114897
apa: Schwabe, T., Mallick, K., Singh, K., Schneider, T., & Scheytt, J. C. (2024).
Precise optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter presentation
2024 SPP 2111 . Zenodo. https://doi.org/10.5281/zenodo.15114897
bibtex: '@book{Schwabe_Mallick_Singh_Schneider_Scheytt_2024, title={Precise optical
Nyquist Pulse Synthesizer Digital- to-Analog-Converter presentation 2024 SPP 2111
}, DOI={10.5281/zenodo.15114897},
publisher={Zenodo}, author={Schwabe, Tobias and Mallick, Khaleda and Singh, Karanveer
and Schneider, Thomas and Scheytt, J. Christoph}, year={2024} }'
chicago: Schwabe, Tobias, Khaleda Mallick, Karanveer Singh, Thomas Schneider, and
J. Christoph Scheytt. Precise Optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter
Presentation 2024 SPP 2111 . Zenodo, 2024. https://doi.org/10.5281/zenodo.15114897.
ieee: T. Schwabe, K. Mallick, K. Singh, T. Schneider, and J. C. Scheytt, Precise
optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter presentation 2024
SPP 2111 . Zenodo, 2024.
mla: Schwabe, Tobias, et al. Precise Optical Nyquist Pulse Synthesizer Digital-
to-Analog-Converter Presentation 2024 SPP 2111 . Zenodo, 2024, doi:10.5281/zenodo.15114897.
short: T. Schwabe, K. Mallick, K. Singh, T. Schneider, J.C. Scheytt, Precise Optical
Nyquist Pulse Synthesizer Digital- to-Analog-Converter Presentation 2024 SPP 2111
, Zenodo, 2024.
date_created: 2025-04-01T07:36:59Z
date_updated: 2025-11-27T08:51:56Z
department:
- _id: '58'
doi: 10.5281/zenodo.15114897
language:
- iso: eng
publisher: Zenodo
status: public
title: 'Precise optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter presentation
2024 SPP 2111 '
type: misc
user_id: '39217'
year: '2024'
...
---
_id: '59224'
author:
- first_name: Tobias
full_name: Schwabe, Tobias
id: '39217'
last_name: Schwabe
- first_name: Karanveer
full_name: Singh, Karanveer
last_name: Singh
- first_name: Thomas
full_name: Schneider, Thomas
last_name: Schneider
- first_name: J. Christoph
full_name: Scheytt, J. Christoph
id: '37144'
last_name: Scheytt
orcid: '0000-0002-5950-6618 '
citation:
ama: Schwabe T, Singh K, Schneider T, Scheytt JC. Precise Optical Nyquist Pulse
Synthesizer Digital- to-Analog-Converter (PONyDAC II) 2024 SPP 2111 . Zenodo;
2024. doi:10.5281/zenodo.15114631
apa: Schwabe, T., Singh, K., Schneider, T., & Scheytt, J. C. (2024). Precise
optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC II) 2024
SPP 2111 . Zenodo. https://doi.org/10.5281/zenodo.15114631
bibtex: '@book{Schwabe_Singh_Schneider_Scheytt_2024, title={Precise optical Nyquist
Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC II) 2024 SPP 2111 }, DOI={10.5281/zenodo.15114631}, publisher={Zenodo},
author={Schwabe, Tobias and Singh, Karanveer and Schneider, Thomas and Scheytt,
J. Christoph}, year={2024} }'
chicago: Schwabe, Tobias, Karanveer Singh, Thomas Schneider, and J. Christoph Scheytt.
Precise Optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC
II) 2024 SPP 2111 . Zenodo, 2024. https://doi.org/10.5281/zenodo.15114631.
ieee: T. Schwabe, K. Singh, T. Schneider, and J. C. Scheytt, Precise optical
Nyquist Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC II) 2024 SPP 2111
. Zenodo, 2024.
mla: Schwabe, Tobias, et al. Precise Optical Nyquist Pulse Synthesizer Digital-
to-Analog-Converter (PONyDAC II) 2024 SPP 2111 . Zenodo, 2024, doi:10.5281/zenodo.15114631.
short: T. Schwabe, K. Singh, T. Schneider, J.C. Scheytt, Precise Optical Nyquist
Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC II) 2024 SPP 2111 , Zenodo,
2024.
date_created: 2025-04-01T07:38:40Z
date_updated: 2025-11-27T08:52:52Z
department:
- _id: '58'
doi: 10.5281/zenodo.15114631
language:
- iso: eng
publisher: Zenodo
status: public
title: 'Precise optical Nyquist Pulse Synthesizer Digital- to-Analog-Converter (PONyDAC
II) 2024 SPP 2111 '
type: misc
user_id: '39217'
year: '2024'
...
---
_id: '57103'
author:
- first_name: Vijayalakshmi
full_name: Surendranath Shroff, Vijayalakshmi
id: '76626'
last_name: Surendranath Shroff
- first_name: Meysam
full_name: Bahmanian, Meysam
id: '69233'
last_name: Bahmanian
- first_name: Stephan
full_name: Kruse, Stephan
id: '38254'
last_name: Kruse
- first_name: J. Christoph
full_name: Scheytt, J. Christoph
id: '37144'
last_name: Scheytt
orcid: '0000-0002-5950-6618 '
citation:
ama: 'Surendranath Shroff V, Bahmanian M, Kruse S, Scheytt JC. Design of an Ultra-Low
Phase Noise Broadband Amplifier in 130 nm SiGe BiCMOS Technology. In: 2024
IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium
(BCICTS) . IEEE; 2024. doi:10.1109/BCICTS59662.2024.10745663'
apa: Surendranath Shroff, V., Bahmanian, M., Kruse, S., & Scheytt, J. C. (2024).
Design of an Ultra-Low Phase Noise Broadband Amplifier in 130 nm SiGe BiCMOS Technology.
2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology
Symposium (BCICTS) . 2024 IEEE BiCMOS and Compound Semiconductor Integrated
Circuits and Technology Symposium (BCICTS) , Fort Lauderdale, Florida. https://doi.org/10.1109/BCICTS59662.2024.10745663
bibtex: '@inproceedings{Surendranath Shroff_Bahmanian_Kruse_Scheytt_2024, title={Design
of an Ultra-Low Phase Noise Broadband Amplifier in 130 nm SiGe BiCMOS Technology},
DOI={10.1109/BCICTS59662.2024.10745663},
booktitle={2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and
Technology Symposium (BCICTS) }, publisher={IEEE}, author={Surendranath Shroff,
Vijayalakshmi and Bahmanian, Meysam and Kruse, Stephan and Scheytt, J. Christoph},
year={2024} }'
chicago: Surendranath Shroff, Vijayalakshmi, Meysam Bahmanian, Stephan Kruse, and
J. Christoph Scheytt. “Design of an Ultra-Low Phase Noise Broadband Amplifier
in 130 Nm SiGe BiCMOS Technology.” In 2024 IEEE BiCMOS and Compound Semiconductor
Integrated Circuits and Technology Symposium (BCICTS) . IEEE, 2024. https://doi.org/10.1109/BCICTS59662.2024.10745663.
ieee: 'V. Surendranath Shroff, M. Bahmanian, S. Kruse, and J. C. Scheytt, “Design
of an Ultra-Low Phase Noise Broadband Amplifier in 130 nm SiGe BiCMOS Technology,”
presented at the 2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits
and Technology Symposium (BCICTS) , Fort Lauderdale, Florida, 2024, doi: 10.1109/BCICTS59662.2024.10745663.'
mla: Surendranath Shroff, Vijayalakshmi, et al. “Design of an Ultra-Low Phase Noise
Broadband Amplifier in 130 Nm SiGe BiCMOS Technology.” 2024 IEEE BiCMOS and
Compound Semiconductor Integrated Circuits and Technology Symposium (BCICTS) ,
IEEE, 2024, doi:10.1109/BCICTS59662.2024.10745663.
short: 'V. Surendranath Shroff, M. Bahmanian, S. Kruse, J.C. Scheytt, in: 2024 IEEE
BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium
(BCICTS) , IEEE, 2024.'
conference:
location: Fort Lauderdale, Florida
name: '2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology
Symposium (BCICTS) '
date_created: 2024-11-15T09:57:42Z
date_updated: 2025-11-28T05:39:07Z
ddc:
- '620'
department:
- _id: '58'
doi: 10.1109/BCICTS59662.2024.10745663
language:
- iso: eng
publication: '2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and
Technology Symposium (BCICTS) '
publisher: IEEE
status: public
title: Design of an Ultra-Low Phase Noise Broadband Amplifier in 130 nm SiGe BiCMOS
Technology
type: conference
user_id: '76626'
year: '2024'
...
---
_id: '57160'
abstract:
- lang: eng
text: Large audio tagging models are usually trained or pre-trained on AudioSet,
a dataset that encompasses a large amount of different sound classes and acoustic
environments. Knowledge distillation has emerged as a method to compress such
models without compromising their effectiveness. There are many different applications
for audio tagging, some of which require a specialization to a narrow domain of
sounds to be classified. For these scenarios, it is beneficial to distill the
large audio tagger with respect to a specific subset of sounds of interest. A
method to prune a general dataset with respect to a target dataset is presented.
By distilling with such a specialized pruned dataset, we obtain a compressed model
with better classification accuracy in the specific target domain than with target-agnostic
distillation.
author:
- first_name: Alexander
full_name: Werning, Alexander
id: '62152'
last_name: Werning
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Werning A, Haeb-Umbach R. Target-Specific Dataset Pruning for Compression
of Audio Tagging Models. In: 32nd European Signal Processing Conference (EUSIPCO
2024). ; 2024.'
apa: Werning, A., & Haeb-Umbach, R. (2024). Target-Specific Dataset Pruning
for Compression of Audio Tagging Models. 32nd European Signal Processing Conference
(EUSIPCO 2024). 32nd European Signal Processing Conference, Lyon.
bibtex: '@inproceedings{Werning_Haeb-Umbach_2024, title={Target-Specific Dataset
Pruning for Compression of Audio Tagging Models}, booktitle={32nd European Signal
Processing Conference (EUSIPCO 2024)}, author={Werning, Alexander and Haeb-Umbach,
Reinhold}, year={2024} }'
chicago: Werning, Alexander, and Reinhold Haeb-Umbach. “Target-Specific Dataset
Pruning for Compression of Audio Tagging Models.” In 32nd European Signal Processing
Conference (EUSIPCO 2024), 2024.
ieee: A. Werning and R. Haeb-Umbach, “Target-Specific Dataset Pruning for Compression
of Audio Tagging Models,” presented at the 32nd European Signal Processing Conference,
Lyon, 2024.
mla: Werning, Alexander, and Reinhold Haeb-Umbach. “Target-Specific Dataset Pruning
for Compression of Audio Tagging Models.” 32nd European Signal Processing Conference
(EUSIPCO 2024), 2024.
short: 'A. Werning, R. Haeb-Umbach, in: 32nd European Signal Processing Conference
(EUSIPCO 2024), 2024.'
conference:
location: Lyon
name: 32nd European Signal Processing Conference
date_created: 2024-11-18T09:29:16Z
date_updated: 2025-11-28T13:22:00Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: closed
content_type: application/pdf
creator: awerning
date_created: 2024-11-18T12:10:09Z
date_updated: 2024-11-18T12:10:09Z
file_id: '57200'
file_name: Eusipco__Target_specific_Dataset_Pruning_for_Compression_of_Audio_Tagging_Models.pdf
file_size: 183539
relation: main_file
success: 1
file_date_updated: 2024-11-18T12:10:09Z
has_accepted_license: '1'
keyword:
- data pruning
- knowledge distillation
- audio tagging
language:
- iso: eng
project:
- _id: '512'
name: WestAI - AI Service Center West
publication: 32nd European Signal Processing Conference (EUSIPCO 2024)
quality_controlled: '1'
status: public
title: Target-Specific Dataset Pruning for Compression of Audio Tagging Models
type: conference
user_id: '62152'
year: '2024'
...
---
_id: '56863'
author:
- first_name: Fabian Benedikt
full_name: Schiebel, Fabian Benedikt
id: '55745'
last_name: Schiebel
orcid: 0009-0008-6867-9802
- first_name: Florian
full_name: Sattler, Florian
last_name: Sattler
- first_name: Philipp Dominik
full_name: Schubert, Philipp Dominik
last_name: Schubert
- first_name: Sven
full_name: Apel, Sven
last_name: Apel
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Schiebel FB, Sattler F, Schubert PD, Apel S, Bodden E. Scaling Interprocedural
Static Data-Flow Analysis to Large C/C++ Applications: An Experience Report. In:
Aldrich J, Salvaneschi G, eds. 38th European Conference on Object-Oriented
Programming (ECOOP 2024). Vol 313. Leibniz International Proceedings in Informatics
(LIPIcs). Schloss Dagstuhl – Leibniz-Zentrum für Informatik; 2024:36:1–36:28.
doi:10.4230/LIPIcs.ECOOP.2024.36'
apa: 'Schiebel, F. B., Sattler, F., Schubert, P. D., Apel, S., & Bodden, E.
(2024). Scaling Interprocedural Static Data-Flow Analysis to Large C/C++ Applications:
An Experience Report. In J. Aldrich & G. Salvaneschi (Eds.), 38th European
Conference on Object-Oriented Programming (ECOOP 2024) (Vol. 313, p. 36:1–36:28).
Schloss Dagstuhl – Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.ECOOP.2024.36'
bibtex: '@inproceedings{Schiebel_Sattler_Schubert_Apel_Bodden_2024, place={Dagstuhl,
Germany}, series={Leibniz International Proceedings in Informatics (LIPIcs)},
title={Scaling Interprocedural Static Data-Flow Analysis to Large C/C++ Applications:
An Experience Report}, volume={313}, DOI={10.4230/LIPIcs.ECOOP.2024.36},
booktitle={38th European Conference on Object-Oriented Programming (ECOOP 2024)},
publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Schiebel,
Fabian Benedikt and Sattler, Florian and Schubert, Philipp Dominik and Apel, Sven
and Bodden, Eric}, editor={Aldrich, Jonathan and Salvaneschi, Guido}, year={2024},
pages={36:1–36:28}, collection={Leibniz International Proceedings in Informatics
(LIPIcs)} }'
chicago: 'Schiebel, Fabian Benedikt, Florian Sattler, Philipp Dominik Schubert,
Sven Apel, and Eric Bodden. “Scaling Interprocedural Static Data-Flow Analysis
to Large C/C++ Applications: An Experience Report.” In 38th European Conference
on Object-Oriented Programming (ECOOP 2024), edited by Jonathan Aldrich and
Guido Salvaneschi, 313:36:1–36:28. Leibniz International Proceedings in Informatics
(LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik,
2024. https://doi.org/10.4230/LIPIcs.ECOOP.2024.36.'
ieee: 'F. B. Schiebel, F. Sattler, P. D. Schubert, S. Apel, and E. Bodden, “Scaling
Interprocedural Static Data-Flow Analysis to Large C/C++ Applications: An Experience
Report,” in 38th European Conference on Object-Oriented Programming (ECOOP
2024), 2024, vol. 313, p. 36:1–36:28, doi: 10.4230/LIPIcs.ECOOP.2024.36.'
mla: 'Schiebel, Fabian Benedikt, et al. “Scaling Interprocedural Static Data-Flow
Analysis to Large C/C++ Applications: An Experience Report.” 38th European
Conference on Object-Oriented Programming (ECOOP 2024), edited by Jonathan
Aldrich and Guido Salvaneschi, vol. 313, Schloss Dagstuhl – Leibniz-Zentrum für
Informatik, 2024, p. 36:1–36:28, doi:10.4230/LIPIcs.ECOOP.2024.36.'
short: 'F.B. Schiebel, F. Sattler, P.D. Schubert, S. Apel, E. Bodden, in: J. Aldrich,
G. Salvaneschi (Eds.), 38th European Conference on Object-Oriented Programming
(ECOOP 2024), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany,
2024, p. 36:1–36:28.'
date_created: 2024-11-04T13:37:23Z
date_updated: 2025-12-04T10:41:59Z
department:
- _id: '76'
- _id: '662'
doi: 10.4230/LIPIcs.ECOOP.2024.36
editor:
- first_name: Jonathan
full_name: Aldrich, Jonathan
last_name: Aldrich
- first_name: Guido
full_name: Salvaneschi, Guido
last_name: Salvaneschi
intvolume: ' 313'
language:
- iso: eng
page: 36:1–36:28
place: Dagstuhl, Germany
publication: 38th European Conference on Object-Oriented Programming (ECOOP 2024)
publication_identifier:
isbn:
- 978-3-95977-341-6
issn:
- 1868-8969
publisher: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: 'Scaling Interprocedural Static Data-Flow Analysis to Large C/C++ Applications:
An Experience Report'
type: conference
user_id: '15249'
volume: 313
year: '2024'
...
---
_id: '61141'
author:
- first_name: Lara Marie
full_name: Graf, Lara Marie
id: '89837'
last_name: Graf
- first_name: Uta
full_name: Häsel-Weide, Uta
id: '60267'
last_name: Häsel-Weide
orcid: 0000-0001-6278-4240
- first_name: K.
full_name: Höveler, K.
last_name: Höveler
- first_name: M.
full_name: Nührenbörger, M.
last_name: Nührenbörger
citation:
ama: 'Graf LM, Häsel-Weide U, Höveler K, Nührenbörger M. Typiken zum fachspezifischen
Umgang mit Anforderungssituationen diagnosegeleiteter Förderung. Professionalisierung
von fachfremd unterrichtenden Lehrkräften zur diagnosegeleiteten Förderung im
inklusiven Mathematikunterricht am Beispiel der Förderung von Operationsvorstellungen.
In: Empirische Sonderpädagogik. 16(4). ; 2024:334-350. doi:10.2440/003-0036 '
apa: Graf, L. M., Häsel-Weide, U., Höveler, K., & Nührenbörger, M. (2024). Typiken
zum fachspezifischen Umgang mit Anforderungssituationen diagnosegeleiteter Förderung.
Professionalisierung von fachfremd unterrichtenden Lehrkräften zur diagnosegeleiteten
Förderung im inklusiven Mathematikunterricht am Beispiel der Förderung von Operationsvorstellungen.
In Empirische Sonderpädagogik (16(4), pp. 334–350). https://doi.org/10.2440/003-0036
bibtex: '@inbook{Graf_Häsel-Weide_Höveler_Nührenbörger_2024, edition={16(4)}, title={
Typiken zum fachspezifischen Umgang mit Anforderungssituationen diagnosegeleiteter
Förderung. Professionalisierung von fachfremd unterrichtenden Lehrkräften zur
diagnosegeleiteten Förderung im inklusiven Mathematikunterricht am Beispiel der
Förderung von Operationsvorstellungen}, DOI={10.2440/003-0036 }, booktitle={Empirische Sonderpädagogik}, author={Graf,
Lara Marie and Häsel-Weide, Uta and Höveler, K. and Nührenbörger, M.}, year={2024},
pages={334–350} }'
chicago: Graf, Lara Marie, Uta Häsel-Weide, K. Höveler, and M. Nührenbörger. “ Typiken
zum fachspezifischen Umgang mit Anforderungssituationen diagnosegeleiteter Förderung.
Professionalisierung von fachfremd unterrichtenden Lehrkräften zur diagnosegeleiteten
Förderung im inklusiven Mathematikunterricht am Beispiel der Förderung von Operationsvorstellungen.”
In Empirische Sonderpädagogik, 16(4)., 334–50, 2024. https://doi.org/10.2440/003-0036 .
ieee: L. M. Graf, U. Häsel-Weide, K. Höveler, and M. Nührenbörger, “ Typiken zum
fachspezifischen Umgang mit Anforderungssituationen diagnosegeleiteter Förderung.
Professionalisierung von fachfremd unterrichtenden Lehrkräften zur diagnosegeleiteten
Förderung im inklusiven Mathematikunterricht am Beispiel der Förderung von Operationsvorstellungen,”
in Empirische Sonderpädagogik, 16(4)., 2024, pp. 334–350.
mla: Graf, Lara Marie, et al. “ Typiken zum fachspezifischen Umgang mit Anforderungssituationen
diagnosegeleiteter Förderung. Professionalisierung von fachfremd unterrichtenden
Lehrkräften zur diagnosegeleiteten Förderung im inklusiven Mathematikunterricht
am Beispiel der Förderung von Operationsvorstellungen.” Empirische Sonderpädagogik,
16(4), 2024, pp. 334–50, doi:10.2440/003-0036
.
short: 'L.M. Graf, U. Häsel-Weide, K. Höveler, M. Nührenbörger, in: Empirische Sonderpädagogik,
16(4), 2024, pp. 334–350.'
date_created: 2025-09-08T07:23:43Z
date_updated: 2025-12-11T12:58:54Z
department:
- _id: '543'
- _id: '33'
doi: '10.2440/003-0036 '
edition: 16(4)
language:
- iso: ger
page: 334-350
publication: Empirische Sonderpädagogik
status: public
title: ' Typiken zum fachspezifischen Umgang mit Anforderungssituationen diagnosegeleiteter
Förderung. Professionalisierung von fachfremd unterrichtenden Lehrkräften zur diagnosegeleiteten
Förderung im inklusiven Mathematikunterricht am Beispiel der Förderung von Operationsvorstellungen'
type: book_chapter
user_id: '60267'
year: '2024'
...
---
_id: '63059'
abstract:
- lang: eng
text: "AbstractWhile high accuracy is of paramount
importance for deep learning (DL) inference, serving inference requests on time
is equally critical but has not been carefully studied especially when the request
has to be served over a dynamic wireless network at the edge. In this paper, we
propose Jellyfish—a novel edge DL inference serving system that achieves soft
guarantees for end-to-end inference latency service-level objectives (SLO). Jellyfish
handles the network variability by utilizing both data and deep neural network
(DNN) adaptation to conduct tradeoffs between accuracy and latency. Jellyfish
features a new design that enables collective adaptation policies where the decisions
for data and DNN adaptations are aligned and coordinated among multiple users
with varying network conditions. We propose efficient algorithms to continuously
map users and adapt DNNs at runtime, so that we fulfill latency SLOs while maximizing
the overall inference accuracy. We further investigate dynamic
DNNs, i.e., DNNs that encompass multiple architecture variants, and demonstrate
their potential benefit through preliminary experiments. Our experiments based
on a prototype implementation and real-world WiFi and LTE network traces show
that Jellyfish can meet latency SLOs at around the 99th percentile while maintaining
high accuracy.\r\n"
author:
- first_name: Vinod
full_name: Nigade, Vinod
last_name: Nigade
- first_name: Pablo
full_name: Bauszat, Pablo
last_name: Bauszat
- first_name: Henri
full_name: Bal, Henri
last_name: Bal
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
orcid: 0000-0001-7181-6128
citation:
ama: Nigade V, Bauszat P, Bal H, Wang L. Inference serving with end-to-end latency
SLOs over dynamic edge networks. Real-Time Systems. 2024;60(2):239-290.
doi:10.1007/s11241-024-09418-4
apa: Nigade, V., Bauszat, P., Bal, H., & Wang, L. (2024). Inference serving
with end-to-end latency SLOs over dynamic edge networks. Real-Time Systems,
60(2), 239–290. https://doi.org/10.1007/s11241-024-09418-4
bibtex: '@article{Nigade_Bauszat_Bal_Wang_2024, title={Inference serving with end-to-end
latency SLOs over dynamic edge networks}, volume={60}, DOI={10.1007/s11241-024-09418-4},
number={2}, journal={Real-Time Systems}, publisher={Springer Science and Business
Media LLC}, author={Nigade, Vinod and Bauszat, Pablo and Bal, Henri and Wang,
Lin}, year={2024}, pages={239–290} }'
chicago: 'Nigade, Vinod, Pablo Bauszat, Henri Bal, and Lin Wang. “Inference Serving
with End-to-End Latency SLOs over Dynamic Edge Networks.” Real-Time Systems
60, no. 2 (2024): 239–90. https://doi.org/10.1007/s11241-024-09418-4.'
ieee: 'V. Nigade, P. Bauszat, H. Bal, and L. Wang, “Inference serving with end-to-end
latency SLOs over dynamic edge networks,” Real-Time Systems, vol. 60, no.
2, pp. 239–290, 2024, doi: 10.1007/s11241-024-09418-4.'
mla: Nigade, Vinod, et al. “Inference Serving with End-to-End Latency SLOs over
Dynamic Edge Networks.” Real-Time Systems, vol. 60, no. 2, Springer Science
and Business Media LLC, 2024, pp. 239–90, doi:10.1007/s11241-024-09418-4.
short: V. Nigade, P. Bauszat, H. Bal, L. Wang, Real-Time Systems 60 (2024) 239–290.
date_created: 2025-12-12T08:16:33Z
date_updated: 2025-12-12T08:18:05Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
doi: 10.1007/s11241-024-09418-4
intvolume: ' 60'
issue: '2'
language:
- iso: eng
page: 239-290
publication: Real-Time Systems
publication_identifier:
issn:
- 0922-6443
- 1573-1383
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Inference serving with end-to-end latency SLOs over dynamic edge networks
type: journal_article
user_id: '102868'
volume: 60
year: '2024'
...
---
_id: '60195'
abstract:
- lang: eng
text: 'AbstractThis survey describes the structure
of the field of research on curriculum resources in mathematics education in the
period from 2018 till 2023. Based on the procedures of a systematic review relevant
literature was identified using Web of Science as a database. The included literature
was analyzed and categorized according to the type of curriculum resource and
the area of study. Seven areas of studies were identified: studies on the role
of curriculum resources, content analysis, user studies, studies on the effects
of curriculum resources, studies on curriculum resource design, curriculum resources
as data, and reviews. The areas were further subdivided into different subcategories
based on the research questions of the included papers. The findings show that
research on mathematics textbooks is still predominant in the field. The most
popular areas of research are content analysis, user studies, studies on design,
and studies on effects. Emerging areas are research on students’ use of curriculum
resources and the employment of user data from digital curriculum resources as
data basis in mathematics education research.'
author:
- first_name: Sebastian
full_name: Rezat, Sebastian
last_name: Rezat
citation:
ama: 'Rezat S. Research on curriculum resources in mathematics education: a survey
of the field. ZDM – Mathematics Education. 2024;56(2):223-237. doi:10.1007/s11858-024-01559-x'
apa: 'Rezat, S. (2024). Research on curriculum resources in mathematics education:
a survey of the field. ZDM – Mathematics Education, 56(2), 223–237.
https://doi.org/10.1007/s11858-024-01559-x'
bibtex: '@article{Rezat_2024, title={Research on curriculum resources in mathematics
education: a survey of the field}, volume={56}, DOI={10.1007/s11858-024-01559-x},
number={2}, journal={ZDM – Mathematics Education}, publisher={Springer Science
and Business Media LLC}, author={Rezat, Sebastian}, year={2024}, pages={223–237}
}'
chicago: 'Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education:
A Survey of the Field.” ZDM – Mathematics Education 56, no. 2 (2024): 223–37.
https://doi.org/10.1007/s11858-024-01559-x.'
ieee: 'S. Rezat, “Research on curriculum resources in mathematics education: a survey
of the field,” ZDM – Mathematics Education, vol. 56, no. 2, pp. 223–237,
2024, doi: 10.1007/s11858-024-01559-x.'
mla: 'Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education:
A Survey of the Field.” ZDM – Mathematics Education, vol. 56, no. 2, Springer
Science and Business Media LLC, 2024, pp. 223–37, doi:10.1007/s11858-024-01559-x.'
short: S. Rezat, ZDM – Mathematics Education 56 (2024) 223–237.
date_created: 2025-06-12T14:20:27Z
date_updated: 2025-12-16T13:09:16Z
department:
- _id: '360'
doi: 10.1007/s11858-024-01559-x
intvolume: ' 56'
issue: '2'
language:
- iso: eng
page: 223-237
publication: ZDM – Mathematics Education
publication_identifier:
issn:
- 1863-9690
- 1863-9704
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Research on curriculum resources in mathematics education: a survey of the
field'
type: journal_article
user_id: '31132'
volume: 56
year: '2024'
...
---
_id: '53824'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Benjamin
full_name: Jurgelucks, Benjamin
last_name: Jurgelucks
- first_name: Lars
full_name: Meihost, Lars
id: '24769'
last_name: Meihost
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: 'Koch K, Claes L, Jurgelucks B, Meihost L, Henning B. Inverses Verfahren zur
Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
Netze. In: Gesellschaft für Akustik e.V. D, ed. Fortschritte der Akustik -
DAGA 2024. ; 2024:1113–1116.'
apa: Koch, K., Claes, L., Jurgelucks, B., Meihost, L., & Henning, B. (2024).
Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
durch neuronale Netze. In D. Gesellschaft für Akustik e.V. (Ed.), Fortschritte
der Akustik - DAGA 2024 (pp. 1113–1116).
bibtex: '@inproceedings{Koch_Claes_Jurgelucks_Meihost_Henning_2024, title={Inverses
Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch
neuronale Netze}, booktitle={Fortschritte der Akustik - DAGA 2024}, author={Koch,
Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars and Henning,
Bernd}, editor={Gesellschaft für Akustik e.V., Deutsche }, year={2024}, pages={1113–1116}
}'
chicago: Koch, Kevin, Leander Claes, Benjamin Jurgelucks, Lars Meihost, and Bernd
Henning. “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter
unterstützt durch neuronale Netze.” In Fortschritte der Akustik - DAGA 2024,
edited by Deutsche Gesellschaft für Akustik e.V., 1113–1116, 2024.
ieee: K. Koch, L. Claes, B. Jurgelucks, L. Meihost, and B. Henning, “Inverses Verfahren
zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
Netze,” in Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.
mla: Koch, Kevin, et al. “Inverses Verfahren zur Identifikation piezoelektrischer
Materialparameter unterstützt durch neuronale Netze.” Fortschritte der Akustik
- DAGA 2024, edited by Deutsche Gesellschaft für Akustik e.V., 2024, pp.
1113–1116.
short: 'K. Koch, L. Claes, B. Jurgelucks, L. Meihost, B. Henning, in: D. Gesellschaft
für Akustik e.V. (Ed.), Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.'
conference:
end_date: 2024-03-21
start_date: 2024-03-18
date_created: 2024-05-02T13:34:01Z
date_updated: 2026-01-05T07:56:42Z
ddc:
- '620'
department:
- _id: '49'
editor:
- first_name: 'Deutsche '
full_name: 'Gesellschaft für Akustik e.V., Deutsche '
last_name: Gesellschaft für Akustik e.V.
file:
- access_level: open_access
content_type: application/pdf
creator: leanderc
date_created: 2024-05-02T13:36:51Z
date_updated: 2024-05-02T14:06:28Z
file_id: '53825'
file_name: daga2024koch.pdf
file_size: 365911
relation: main_file
file_date_updated: 2024-05-02T14:06:28Z
has_accepted_license: '1'
language:
- iso: ger
oa: '1'
page: 1113–1116
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publication: Fortschritte der Akustik - DAGA 2024
status: public
title: Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
durch neuronale Netze
type: conference
user_id: '11829'
year: '2024'
...
---
_id: '56834'
author:
- first_name: Olga
full_name: Friesen, Olga
id: '44026'
last_name: Friesen
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Claus
full_name: Scheidemann, Claus
id: '38259'
last_name: Scheidemann
- first_name: Nadine
full_name: Feldmann, Nadine
id: '23082'
last_name: Feldmann
- first_name: Tobias
full_name: Hemsel, Tobias
id: '210'
last_name: Hemsel
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: 'Friesen O, Claes L, Scheidemann C, Feldmann N, Hemsel T, Henning B. Estimation
of temperature-dependent piezoelectric material parameters using ring-shaped specimens.
In: 2023 International Congress on Ultrasonics, Beijing, China. Vol 2822.
IOP Publishing; 2024:012125. doi:10.1088/1742-6596/2822/1/012125'
apa: Friesen, O., Claes, L., Scheidemann, C., Feldmann, N., Hemsel, T., & Henning,
B. (2024). Estimation of temperature-dependent piezoelectric material parameters
using ring-shaped specimens. 2023 International Congress on Ultrasonics, Beijing,
China, 2822, 012125. https://doi.org/10.1088/1742-6596/2822/1/012125
bibtex: '@inproceedings{Friesen_Claes_Scheidemann_Feldmann_Hemsel_Henning_2024,
title={Estimation of temperature-dependent piezoelectric material parameters using
ring-shaped specimens}, volume={2822}, DOI={10.1088/1742-6596/2822/1/012125},
booktitle={2023 International Congress on Ultrasonics, Beijing, China}, publisher={IOP
Publishing}, author={Friesen, Olga and Claes, Leander and Scheidemann, Claus and
Feldmann, Nadine and Hemsel, Tobias and Henning, Bernd}, year={2024}, pages={012125}
}'
chicago: Friesen, Olga, Leander Claes, Claus Scheidemann, Nadine Feldmann, Tobias
Hemsel, and Bernd Henning. “Estimation of Temperature-Dependent Piezoelectric
Material Parameters Using Ring-Shaped Specimens.” In 2023 International Congress
on Ultrasonics, Beijing, China, 2822:012125. IOP Publishing, 2024. https://doi.org/10.1088/1742-6596/2822/1/012125.
ieee: 'O. Friesen, L. Claes, C. Scheidemann, N. Feldmann, T. Hemsel, and B. Henning,
“Estimation of temperature-dependent piezoelectric material parameters using ring-shaped
specimens,” in 2023 International Congress on Ultrasonics, Beijing, China,
2024, vol. 2822, p. 012125, doi: 10.1088/1742-6596/2822/1/012125.'
mla: Friesen, Olga, et al. “Estimation of Temperature-Dependent Piezoelectric Material
Parameters Using Ring-Shaped Specimens.” 2023 International Congress on Ultrasonics,
Beijing, China, vol. 2822, IOP Publishing, 2024, p. 012125, doi:10.1088/1742-6596/2822/1/012125.
short: 'O. Friesen, L. Claes, C. Scheidemann, N. Feldmann, T. Hemsel, B. Henning,
in: 2023 International Congress on Ultrasonics, Beijing, China, IOP Publishing,
2024, p. 012125.'
date_created: 2024-10-31T07:59:01Z
date_updated: 2026-01-05T07:58:55Z
department:
- _id: '49'
doi: 10.1088/1742-6596/2822/1/012125
intvolume: ' 2822'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://iopscience.iop.org/article/10.1088/1742-6596/2822/1/012125
oa: '1'
page: '012125'
project:
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publication: 2023 International Congress on Ultrasonics, Beijing, China
publication_identifier:
issn:
- 1742-6596
publisher: IOP Publishing
status: public
title: Estimation of temperature-dependent piezoelectric material parameters using
ring-shaped specimens
type: conference
user_id: '11829'
volume: 2822
year: '2024'
...
---
_id: '55470'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Olga
full_name: Friesen, Olga
id: '44026'
last_name: Friesen
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
citation:
ama: Koch K, Friesen O, Claes L. Randomised Material Parameter Impedance Dataset
of Piezoelectric Rings. Zenodo; 2024. doi:10.5281/zenodo.13143680
apa: Koch, K., Friesen, O., & Claes, L. (2024). Randomised material parameter
impedance dataset of piezoelectric rings. Zenodo. https://doi.org/10.5281/zenodo.13143680
bibtex: '@book{Koch_Friesen_Claes_2024, title={Randomised material parameter impedance
dataset of piezoelectric rings}, DOI={10.5281/zenodo.13143680},
publisher={Zenodo}, author={Koch, Kevin and Friesen, Olga and Claes, Leander},
year={2024} }'
chicago: Koch, Kevin, Olga Friesen, and Leander Claes. Randomised Material Parameter
Impedance Dataset of Piezoelectric Rings. Zenodo, 2024. https://doi.org/10.5281/zenodo.13143680.
ieee: K. Koch, O. Friesen, and L. Claes, Randomised material parameter impedance
dataset of piezoelectric rings. Zenodo, 2024.
mla: Koch, Kevin, et al. Randomised Material Parameter Impedance Dataset of Piezoelectric
Rings. Zenodo, 2024, doi:10.5281/zenodo.13143680.
short: K. Koch, O. Friesen, L. Claes, Randomised Material Parameter Impedance Dataset
of Piezoelectric Rings, Zenodo, 2024.
date_created: 2024-07-31T14:10:12Z
date_updated: 2026-01-05T07:57:46Z
department:
- _id: '49'
doi: 10.5281/zenodo.13143680
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publisher: Zenodo
status: public
title: Randomised material parameter impedance dataset of piezoelectric rings
type: research_data
user_id: '11829'
year: '2024'
...
---
_id: '53662'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
citation:
ama: Koch K, Claes L. Randomised Material Parameter Piezoelectric Impedance Dataset
with Structured Electrodes. zenodo; 2024. doi:10.5281/ZENODO.11064206
apa: Koch, K., & Claes, L. (2024). Randomised material parameter piezoelectric
impedance dataset with structured electrodes. zenodo. https://doi.org/10.5281/ZENODO.11064206
bibtex: '@book{Koch_Claes_2024, title={Randomised material parameter piezoelectric
impedance dataset with structured electrodes}, DOI={10.5281/ZENODO.11064206},
publisher={zenodo}, author={Koch, Kevin and Claes, Leander}, year={2024} }'
chicago: Koch, Kevin, and Leander Claes. Randomised Material Parameter Piezoelectric
Impedance Dataset with Structured Electrodes. zenodo, 2024. https://doi.org/10.5281/ZENODO.11064206.
ieee: K. Koch and L. Claes, Randomised material parameter piezoelectric impedance
dataset with structured electrodes. zenodo, 2024.
mla: Koch, Kevin, and Leander Claes. Randomised Material Parameter Piezoelectric
Impedance Dataset with Structured Electrodes. zenodo, 2024, doi:10.5281/ZENODO.11064206.
short: K. Koch, L. Claes, Randomised Material Parameter Piezoelectric Impedance
Dataset with Structured Electrodes, zenodo, 2024.
date_created: 2024-04-25T13:54:49Z
date_updated: 2026-01-05T07:56:58Z
department:
- _id: '49'
doi: 10.5281/ZENODO.11064206
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publisher: zenodo
status: public
title: Randomised material parameter piezoelectric impedance dataset with structured
electrodes
type: research_data
user_id: '11829'
year: '2024'
...
---
_id: '55416'
author:
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Olga
full_name: Friesen, Olga
id: '44026'
last_name: Friesen
- first_name: Lars
full_name: Meihost, Lars
id: '24769'
last_name: Meihost
citation:
ama: 'Claes L, Koch K, Friesen O, Meihost L. Machine Learning in Inverse Measurement
Problems: An Application to Piezoelectric Material Characterisation.; 2024.'
apa: 'Claes, L., Koch, K., Friesen, O., & Meihost, L. (2024). Machine learning
in inverse measurement problems: An application to piezoelectric material characterisation.'
bibtex: '@book{Claes_Koch_Friesen_Meihost_2024, place={International Workshop on
Piezoelectric Materials and Applications (IWPMA)}, title={Machine learning in
inverse measurement problems: An application to piezoelectric material characterisation},
author={Claes, Leander and Koch, Kevin and Friesen, Olga and Meihost, Lars}, year={2024}
}'
chicago: 'Claes, Leander, Kevin Koch, Olga Friesen, and Lars Meihost. Machine
Learning in Inverse Measurement Problems: An Application to Piezoelectric Material
Characterisation. International Workshop on Piezoelectric Materials and Applications
(IWPMA), 2024.'
ieee: 'L. Claes, K. Koch, O. Friesen, and L. Meihost, Machine learning in inverse
measurement problems: An application to piezoelectric material characterisation.
International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
mla: 'Claes, Leander, et al. Machine Learning in Inverse Measurement Problems:
An Application to Piezoelectric Material Characterisation. 2024.'
short: 'L. Claes, K. Koch, O. Friesen, L. Meihost, Machine Learning in Inverse Measurement
Problems: An Application to Piezoelectric Material Characterisation, International
Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
date_created: 2024-07-29T12:34:21Z
date_updated: 2026-01-05T07:57:27Z
department:
- _id: '49'
language:
- iso: eng
place: International Workshop on Piezoelectric Materials and Applications (IWPMA)
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
status: public
title: 'Machine learning in inverse measurement problems: An application to piezoelectric
material characterisation'
type: misc
user_id: '11829'
year: '2024'
...