---
_id: '45653'
author:
- first_name: Mats
full_name: Vernholz, Mats
id: '76955'
last_name: Vernholz
orcid: 0000-0001-5175-357X
citation:
ama: 'Vernholz M. Industrie 4.0 in der beruflichen Bildung – Automatisierter Maschinenbaulernbetrieb
Paderborn . In: ; 2022. doi:https://doi.org/10.48513/joted.v11i2.267 '
apa: Vernholz, M. (2022). Industrie 4.0 in der beruflichen Bildung – Automatisierter
Maschinenbaulernbetrieb Paderborn . 7. Technikdidaktik-Symposium , Stuttgart.
https://doi.org/10.48513/joted.v11i2.267
bibtex: '@inproceedings{Vernholz_2022, title={Industrie 4.0 in der beruflichen Bildung
– Automatisierter Maschinenbaulernbetrieb Paderborn }, DOI={https://doi.org/10.48513/joted.v11i2.267 }, author={Vernholz, Mats}, year={2022}
}'
chicago: Vernholz, Mats. “Industrie 4.0 in Der Beruflichen Bildung – Automatisierter
Maschinenbaulernbetrieb Paderborn ,” 2022. https://doi.org/10.48513/joted.v11i2.267 .
ieee: 'M. Vernholz, “Industrie 4.0 in der beruflichen Bildung – Automatisierter
Maschinenbaulernbetrieb Paderborn ,” presented at the 7. Technikdidaktik-Symposium
, Stuttgart, 2022, doi: https://doi.org/10.48513/joted.v11i2.267
.'
mla: Vernholz, Mats. Industrie 4.0 in Der Beruflichen Bildung – Automatisierter
Maschinenbaulernbetrieb Paderborn . 2022, doi:https://doi.org/10.48513/joted.v11i2.267 .
short: 'M. Vernholz, in: 2022.'
conference:
end_date: 2022-11-25
location: Stuttgart
name: '7. Technikdidaktik-Symposium '
start_date: 2022-11-23
date_created: 2023-06-16T07:17:47Z
date_updated: 2023-06-21T13:23:00Z
ddc:
- '600'
- '370'
department:
- _id: '300'
doi: 'https://doi.org/10.48513/joted.v11i2.267 '
file:
- access_level: local
content_type: application/pdf
creator: maver001
date_created: 2023-06-16T07:16:21Z
date_updated: 2023-06-21T13:22:59Z
file_id: '45654'
file_name: 267-Artikeltext-1208-1-10-20230419.pdf
file_size: 957407
relation: main_file
file_date_updated: 2023-06-21T13:22:59Z
has_accepted_license: '1'
language:
- iso: eng
status: public
title: 'Industrie 4.0 in der beruflichen Bildung – Automatisierter Maschinenbaulernbetrieb
Paderborn '
type: conference_abstract
user_id: '76955'
year: '2022'
...
---
_id: '45715'
author:
- first_name: Vanessa Ingrid
full_name: Tcheussi Ngayap, Vanessa Ingrid
last_name: Tcheussi Ngayap
citation:
ama: Tcheussi Ngayap VI. FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware
Accelerators.; 2022.
apa: Tcheussi Ngayap, V. I. (2022). FreeRTOS on a MicroBlaze Soft-Core Processor
with Hardware Accelerators.
bibtex: '@book{Tcheussi Ngayap_2022, title={FreeRTOS on a MicroBlaze Soft-Core Processor
with Hardware Accelerators}, author={Tcheussi Ngayap, Vanessa Ingrid}, year={2022}
}'
chicago: Tcheussi Ngayap, Vanessa Ingrid. FreeRTOS on a MicroBlaze Soft-Core
Processor with Hardware Accelerators, 2022.
ieee: V. I. Tcheussi Ngayap, FreeRTOS on a MicroBlaze Soft-Core Processor with
Hardware Accelerators. 2022.
mla: Tcheussi Ngayap, Vanessa Ingrid. FreeRTOS on a MicroBlaze Soft-Core Processor
with Hardware Accelerators. 2022.
short: V.I. Tcheussi Ngayap, FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware
Accelerators, 2022.
date_created: 2023-06-22T12:04:57Z
date_updated: 2023-06-22T12:07:53Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '83'
name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
status: public
supervisor:
- first_name: Lennart
full_name: Clausing, Lennart
id: '74287'
last_name: Clausing
orcid: 0000-0003-3789-6034
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Sybille
full_name: Hellebrand, Sybille
id: '209'
last_name: Hellebrand
orcid: 0000-0002-3717-3939
title: FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators
type: mastersthesis
user_id: '74287'
year: '2022'
...
---
_id: '33738'
author:
- first_name: Hamada Mohamed Abdelsamee
full_name: Zahera, Hamada Mohamed Abdelsamee
id: '72768'
last_name: Zahera
orcid: 0000-0003-0215-1278
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Stefan
full_name: Balke, Stefan
last_name: Balke
- first_name: Jonas
full_name: Haupt, Jonas
last_name: Haupt
- first_name: Martin
full_name: Voigt, Martin
last_name: Voigt
- first_name: Carolin
full_name: Walter, Carolin
last_name: Walter
- first_name: Fabian
full_name: Witter, Fabian
last_name: Witter
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Zahera HMA, Heindorf S, Balke S, et al. Tab2Onto: Unsupervised Semantification
with Knowledge Graph Embeddings. In: The Semantic Web: ESWC 2022 Satellite
Events. Springer International Publishing; 2022. doi:10.1007/978-3-031-11609-4_9'
apa: 'Zahera, H. M. A., Heindorf, S., Balke, S., Haupt, J., Voigt, M., Walter, C.,
Witter, F., & Ngonga Ngomo, A.-C. (2022). Tab2Onto: Unsupervised Semantification
with Knowledge Graph Embeddings. In The Semantic Web: ESWC 2022 Satellite Events.
Springer International Publishing. https://doi.org/10.1007/978-3-031-11609-4_9'
bibtex: '@inbook{Zahera_Heindorf_Balke_Haupt_Voigt_Walter_Witter_Ngonga Ngomo_2022,
place={Cham}, title={Tab2Onto: Unsupervised Semantification with Knowledge Graph
Embeddings}, DOI={10.1007/978-3-031-11609-4_9},
booktitle={The Semantic Web: ESWC 2022 Satellite Events}, publisher={Springer
International Publishing}, author={Zahera, Hamada Mohamed Abdelsamee and Heindorf,
Stefan and Balke, Stefan and Haupt, Jonas and Voigt, Martin and Walter, Carolin
and Witter, Fabian and Ngonga Ngomo, Axel-Cyrille}, year={2022} }'
chicago: 'Zahera, Hamada Mohamed Abdelsamee, Stefan Heindorf, Stefan Balke, Jonas
Haupt, Martin Voigt, Carolin Walter, Fabian Witter, and Axel-Cyrille Ngonga Ngomo.
“Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings.” In The
Semantic Web: ESWC 2022 Satellite Events. Cham: Springer International Publishing,
2022. https://doi.org/10.1007/978-3-031-11609-4_9.'
ieee: 'H. M. A. Zahera et al., “Tab2Onto: Unsupervised Semantification with
Knowledge Graph Embeddings,” in The Semantic Web: ESWC 2022 Satellite Events,
Cham: Springer International Publishing, 2022.'
mla: 'Zahera, Hamada Mohamed Abdelsamee, et al. “Tab2Onto: Unsupervised Semantification
with Knowledge Graph Embeddings.” The Semantic Web: ESWC 2022 Satellite Events,
Springer International Publishing, 2022, doi:10.1007/978-3-031-11609-4_9.'
short: 'H.M.A. Zahera, S. Heindorf, S. Balke, J. Haupt, M. Voigt, C. Walter, F.
Witter, A.-C. Ngonga Ngomo, in: The Semantic Web: ESWC 2022 Satellite Events,
Springer International Publishing, Cham, 2022.'
date_created: 2022-10-15T19:25:42Z
date_updated: 2023-06-23T09:20:20Z
department:
- _id: '574'
doi: 10.1007/978-3-031-11609-4_9
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://2022.eswc-conferences.org/wp-content/uploads/2022/05/pd_Zahera_et_al_paper_230.pdf
oa: '1'
place: Cham
publication: 'The Semantic Web: ESWC 2022 Satellite Events'
publication_identifier:
isbn:
- '9783031116087'
- '9783031116094'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: 'Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings'
type: book_chapter
user_id: '72768'
year: '2022'
...
---
_id: '31257'
abstract:
- lang: eng
text: Concept learning approaches based on refinement operators explore partially
ordered solution spaces to compute concepts, which are used as binary classification
models for individuals. However, the number of concepts explored by these approaches
can grow to the millions for complex learning problems. This often leads to impractical
runtimes. We propose to alleviate this problem by predicting the length of target
concepts before the exploration of the solution space. By these means, we can
prune the search space during concept learning. To achieve this goal, we compare
four neural architectures and evaluate them on four benchmarks. Our evaluation
results suggest that recurrent neural network architectures perform best at concept
length prediction with a macro F-measure ranging from 38% to 92%. We then extend
the CELOE algorithm, which learns ALC concepts, with our concept length predictor.
Our extension yields the algorithm CLIP. In our experiments, CLIP is at least
7.5 times faster than other state-of-the-art concept learning algorithms for ALC---including
CELOE---and achieves significant improvements in the F-measure of the concepts
learned on 3 out of 4 datasets. For reproducibility, we provide our implementation
in the public GitHub repository at https://github.com/dice-group/LearnALCLengths
author:
- first_name: N’Dah Jean
full_name: Kouagou, N’Dah Jean
last_name: Kouagou
- first_name: Stefan
full_name: Heindorf, Stefan
last_name: Heindorf
- first_name: Caglar
full_name: Demir, Caglar
last_name: Demir
- first_name: Ngonga Axel-Cyrille
full_name: Ngomo, Ngonga Axel-Cyrille
last_name: Ngomo
citation:
ama: 'Kouagou NJ, Heindorf S, Demir C, Ngomo NA-C. Learning Concept Lengths Accelerates
Concept Learning in ALC. In: ESWC. Vol 13261. Springer; 2022:236-252.'
apa: Kouagou, N. J., Heindorf, S., Demir, C., & Ngomo, N. A.-C. (2022). Learning
Concept Lengths Accelerates Concept Learning in ALC. ESWC, 13261,
236–252.
bibtex: '@inproceedings{Kouagou_Heindorf_Demir_Ngomo_2022, title={Learning Concept
Lengths Accelerates Concept Learning in ALC}, volume={13261}, booktitle={ESWC},
publisher={Springer}, author={Kouagou, N’Dah Jean and Heindorf, Stefan and Demir,
Caglar and Ngomo, Ngonga Axel-Cyrille}, year={2022}, pages={236–252} }'
chicago: Kouagou, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Ngonga Axel-Cyrille
Ngomo. “Learning Concept Lengths Accelerates Concept Learning in ALC.” In ESWC,
13261:236–52. Springer, 2022.
ieee: N. J. Kouagou, S. Heindorf, C. Demir, and N. A.-C. Ngomo, “Learning Concept
Lengths Accelerates Concept Learning in ALC,” in ESWC, Hersonissos, Crete,
Greece, 2022, vol. 13261, pp. 236–252.
mla: Kouagou, N’Dah Jean, et al. “Learning Concept Lengths Accelerates Concept Learning
in ALC.” ESWC, vol. 13261, Springer, 2022, pp. 236–52.
short: 'N.J. Kouagou, S. Heindorf, C. Demir, N.A.-C. Ngomo, in: ESWC, Springer,
2022, pp. 236–252.'
conference:
end_date: 2022-06-02
location: Hersonissos, Crete, Greece
name: Extended Semantic Web Conference (ESWC)
start_date: 2022-05-29
date_created: 2022-05-17T09:55:25Z
date_updated: 2023-06-27T10:23:10Z
department:
- _id: '34'
intvolume: ' 13261'
keyword:
- dice knowgraphs raki daikiri kouagou heindorf demir ngonga
language:
- iso: eng
main_file_link:
- url: http://arxiv.org/abs/2107.04911
page: 236 - 252
publication: ESWC
publisher: Springer
related_material:
link:
- relation: confirmation
url: http://arxiv.org/abs/2107.04911
status: public
title: Learning Concept Lengths Accelerates Concept Learning in ALC
type: conference
user_id: '87189'
volume: 13261
year: '2022'
...
---
_id: '33739'
abstract:
- lang: eng
text: At least 5% of questions submitted to search engines ask about cause-effect
relationships in some way. To support the development of tailored approaches that
can answer such questions, we construct Webis-CausalQA-22, a benchmark corpus
of 1.1 million causal questions with answers. We distinguish different types of
causal questions using a novel typology derived from a data-driven, manual analysis
of questions from ten large question answering (QA) datasets. Using high-precision
lexical rules, we extract causal questions of each type from these datasets to
create our corpus. As an initial baseline, the state-of-the-art QA model UnifiedQA
achieves a ROUGE-L F1 score of 0.48 on our new benchmark.
author:
- first_name: Alexander
full_name: Bondarenko, Alexander
last_name: Bondarenko
- first_name: Magdalena
full_name: Wolska, Magdalena
last_name: Wolska
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Lukas
full_name: Blübaum, Lukas
last_name: Blübaum
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Benno
full_name: Stein, Benno
last_name: Stein
- first_name: Pavel
full_name: Braslavski, Pavel
last_name: Braslavski
- first_name: Matthias
full_name: Hagen, Matthias
last_name: Hagen
- first_name: Martin
full_name: Potthast, Martin
last_name: Potthast
citation:
ama: 'Bondarenko A, Wolska M, Heindorf S, et al. CausalQA: A Benchmark for Causal
Question Answering. In: Proceedings of the 29th International Conference on
Computational Linguistics. International Committee on Computational Linguistics;
2022:3296–3308.'
apa: 'Bondarenko, A., Wolska, M., Heindorf, S., Blübaum, L., Ngonga Ngomo, A.-C.,
Stein, B., Braslavski, P., Hagen, M., & Potthast, M. (2022). CausalQA: A Benchmark
for Causal Question Answering. Proceedings of the 29th International Conference
on Computational Linguistics, 3296–3308.'
bibtex: '@inproceedings{Bondarenko_Wolska_Heindorf_Blübaum_Ngonga Ngomo_Stein_Braslavski_Hagen_Potthast_2022,
place={Gyeongju, Republic of Korea}, title={CausalQA: A Benchmark for Causal Question
Answering}, booktitle={Proceedings of the 29th International Conference on Computational
Linguistics}, publisher={International Committee on Computational Linguistics},
author={Bondarenko, Alexander and Wolska, Magdalena and Heindorf, Stefan and Blübaum,
Lukas and Ngonga Ngomo, Axel-Cyrille and Stein, Benno and Braslavski, Pavel and
Hagen, Matthias and Potthast, Martin}, year={2022}, pages={3296–3308} }'
chicago: 'Bondarenko, Alexander, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum,
Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, and
Martin Potthast. “CausalQA: A Benchmark for Causal Question Answering.” In Proceedings
of the 29th International Conference on Computational Linguistics, 3296–3308.
Gyeongju, Republic of Korea: International Committee on Computational Linguistics,
2022.'
ieee: 'A. Bondarenko et al., “CausalQA: A Benchmark for Causal Question Answering,”
in Proceedings of the 29th International Conference on Computational Linguistics,
2022, pp. 3296–3308.'
mla: 'Bondarenko, Alexander, et al. “CausalQA: A Benchmark for Causal Question Answering.”
Proceedings of the 29th International Conference on Computational Linguistics,
International Committee on Computational Linguistics, 2022, pp. 3296–3308.'
short: 'A. Bondarenko, M. Wolska, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, B.
Stein, P. Braslavski, M. Hagen, M. Potthast, in: Proceedings of the 29th International
Conference on Computational Linguistics, International Committee on Computational
Linguistics, Gyeongju, Republic of Korea, 2022, pp. 3296–3308.'
date_created: 2022-10-15T19:33:10Z
date_updated: 2023-07-02T18:14:01Z
department:
- _id: '574'
- _id: '760'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aclanthology.org/2022.coling-1.291.pdf
oa: '1'
page: 3296–3308
place: Gyeongju, Republic of Korea
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the 29th International Conference on Computational Linguistics
publisher: International Committee on Computational Linguistics
status: public
title: 'CausalQA: A Benchmark for Causal Question Answering'
type: conference
user_id: '11871'
year: '2022'
...
---
_id: '45854'
abstract:
- lang: eng
text: In a previous paper the authors developed an algorithm to classify certain
quaternary quadratic lattices over totally real fields. The present article applies
this algorithm to the classification of binary Hermitian lattices over totally
imaginary fields. We use it in particular to classify the 48-dimensional extremal
even unimodular lattices over the integers that admit a semilarge automorphism.
author:
- first_name: Markus
full_name: Kirschmer, Markus
id: '82258'
last_name: Kirschmer
- first_name: Gabriele
full_name: Nebe, Gabriele
last_name: Nebe
citation:
ama: Kirschmer M, Nebe G. Binary Hermitian Lattices over Number Fields. Experimental
Mathematics. 2022;31(1):280-301. doi:10.1080/10586458.2019.1618756
apa: Kirschmer, M., & Nebe, G. (2022). Binary Hermitian Lattices over Number
Fields. Experimental Mathematics, 31(1), 280–301. https://doi.org/10.1080/10586458.2019.1618756
bibtex: '@article{Kirschmer_Nebe_2022, title={Binary Hermitian Lattices over Number
Fields}, volume={31}, DOI={10.1080/10586458.2019.1618756},
number={1}, journal={Experimental Mathematics}, publisher={Informa UK Limited},
author={Kirschmer, Markus and Nebe, Gabriele}, year={2022}, pages={280–301} }'
chicago: 'Kirschmer, Markus, and Gabriele Nebe. “Binary Hermitian Lattices over
Number Fields.” Experimental Mathematics 31, no. 1 (2022): 280–301. https://doi.org/10.1080/10586458.2019.1618756.'
ieee: 'M. Kirschmer and G. Nebe, “Binary Hermitian Lattices over Number Fields,”
Experimental Mathematics, vol. 31, no. 1, pp. 280–301, 2022, doi: 10.1080/10586458.2019.1618756.'
mla: Kirschmer, Markus, and Gabriele Nebe. “Binary Hermitian Lattices over Number
Fields.” Experimental Mathematics, vol. 31, no. 1, Informa UK Limited,
2022, pp. 280–301, doi:10.1080/10586458.2019.1618756.
short: M. Kirschmer, G. Nebe, Experimental Mathematics 31 (2022) 280–301.
date_created: 2023-07-04T08:28:04Z
date_updated: 2023-07-04T08:29:22Z
department:
- _id: '102'
doi: 10.1080/10586458.2019.1618756
intvolume: ' 31'
issue: '1'
keyword:
- General Mathematics
language:
- iso: eng
page: 280-301
publication: Experimental Mathematics
publication_identifier:
issn:
- 1058-6458
- 1944-950X
publication_status: published
publisher: Informa UK Limited
status: public
title: Binary Hermitian Lattices over Number Fields
type: journal_article
user_id: '93826'
volume: 31
year: '2022'
...
---
_id: '45790'
author:
- first_name: Juela
full_name: Palushi, Juela
last_name: Palushi
citation:
ama: Palushi J. Domain-Aware Text Professionalization Using Sequence-to-Sequence
Neural Networks.; 2022.
apa: Palushi, J. (2022). Domain-aware Text Professionalization using Sequence-to-Sequence
Neural Networks.
bibtex: '@book{Palushi_2022, title={Domain-aware Text Professionalization using
Sequence-to-Sequence Neural Networks}, author={Palushi, Juela}, year={2022} }'
chicago: Palushi, Juela. Domain-Aware Text Professionalization Using Sequence-to-Sequence
Neural Networks, 2022.
ieee: J. Palushi, Domain-aware Text Professionalization using Sequence-to-Sequence
Neural Networks. 2022.
mla: Palushi, Juela. Domain-Aware Text Professionalization Using Sequence-to-Sequence
Neural Networks. 2022.
short: J. Palushi, Domain-Aware Text Professionalization Using Sequence-to-Sequence
Neural Networks, 2022.
date_created: 2023-06-27T12:57:57Z
date_updated: 2023-07-05T07:31:17Z
department:
- _id: '600'
language:
- iso: eng
project:
- _id: '9'
grant_number: '160364472'
name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
B1)'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
status: public
supervisor:
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
title: Domain-aware Text Professionalization using Sequence-to-Sequence Neural Networks
type: bachelorsthesis
user_id: '477'
year: '2022'
...
---
_id: '45789'
author:
- first_name: Vinaykumar
full_name: Budanurmath, Vinaykumar
last_name: Budanurmath
citation:
ama: Budanurmath V. Propaganda Technique Detection Using Connotation Frames.;
2022.
apa: Budanurmath, V. (2022). Propaganda Technique Detection Using Connotation
Frames.
bibtex: '@book{Budanurmath_2022, title={Propaganda Technique Detection Using Connotation
Frames}, author={Budanurmath, Vinaykumar}, year={2022} }'
chicago: Budanurmath, Vinaykumar. Propaganda Technique Detection Using Connotation
Frames, 2022.
ieee: V. Budanurmath, Propaganda Technique Detection Using Connotation Frames.
2022.
mla: Budanurmath, Vinaykumar. Propaganda Technique Detection Using Connotation
Frames. 2022.
short: V. Budanurmath, Propaganda Technique Detection Using Connotation Frames,
2022.
date_created: 2023-06-27T12:56:04Z
date_updated: 2023-07-05T07:33:45Z
department:
- _id: '600'
language:
- iso: eng
project:
- _id: '9'
grant_number: '160364472'
name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
B1)'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
status: public
supervisor:
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
title: Propaganda Technique Detection Using Connotation Frames
type: mastersthesis
user_id: '477'
year: '2022'
...
---
_id: '45914'
author:
- first_name: Suraj
full_name: Manjunatha, Suraj
last_name: Manjunatha
citation:
ama: Manjunatha S. Dealing With Pre-Processing And Feature Extraction Of Time-Series
Data In Predictive Maintenance. Paderborn University ; 2022.
apa: Manjunatha, S. (2022). Dealing With Pre-Processing And Feature Extraction
Of Time-Series Data In Predictive Maintenance. Paderborn University .
bibtex: '@book{Manjunatha_2022, title={Dealing With Pre-Processing And Feature Extraction
Of Time-Series Data In Predictive Maintenance}, publisher={Paderborn University
}, author={Manjunatha, Suraj}, year={2022} }'
chicago: Manjunatha, Suraj. Dealing With Pre-Processing And Feature Extraction
Of Time-Series Data In Predictive Maintenance. Paderborn University , 2022.
ieee: S. Manjunatha, Dealing With Pre-Processing And Feature Extraction Of Time-Series
Data In Predictive Maintenance. Paderborn University , 2022.
mla: Manjunatha, Suraj. Dealing With Pre-Processing And Feature Extraction Of
Time-Series Data In Predictive Maintenance. Paderborn University , 2022.
short: S. Manjunatha, Dealing With Pre-Processing And Feature Extraction Of Time-Series
Data In Predictive Maintenance, Paderborn University , 2022.
date_created: 2023-07-09T12:54:08Z
date_updated: 2023-07-09T13:05:11Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '83'
name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
publisher: 'Paderborn University '
status: public
supervisor:
- first_name: 'Marco '
full_name: 'Platzner, Marco '
last_name: Platzner
title: Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive
Maintenance
type: mastersthesis
user_id: '398'
year: '2022'
...
---
_id: '45915'
author:
- first_name: Parvinder
full_name: Kaur , Parvinder
last_name: 'Kaur '
citation:
ama: Kaur P. Analysis of Time-Series Classification in Conditional Monitoring
Systems.; 2022.
apa: Kaur , P. (2022). Analysis of Time-Series Classification in Conditional
Monitoring Systems.
bibtex: '@book{Kaur _2022, place={Paderborn University }, title={Analysis of Time-Series
Classification in Conditional Monitoring Systems}, author={Kaur , Parvinder},
year={2022} }'
chicago: Kaur , Parvinder. Analysis of Time-Series Classification in Conditional
Monitoring Systems. Paderborn University , 2022.
ieee: P. Kaur , Analysis of Time-Series Classification in Conditional Monitoring
Systems. Paderborn University , 2022.
mla: Kaur , Parvinder. Analysis of Time-Series Classification in Conditional
Monitoring Systems. 2022.
short: P. Kaur , Analysis of Time-Series Classification in Conditional Monitoring
Systems, Paderborn University , 2022.
date_created: 2023-07-09T12:58:06Z
date_updated: 2023-07-09T13:05:55Z
department:
- _id: '78'
language:
- iso: eng
place: 'Paderborn University '
project:
- _id: '83'
name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
title: Analysis of Time-Series Classification in Conditional Monitoring Systems
type: mastersthesis
user_id: '398'
year: '2022'
...
---
_id: '34677'
article_number: '96'
author:
- first_name: Tobias
full_name: Black, Tobias
id: '23686'
last_name: Black
orcid: 0000-0001-9963-0800
- first_name: Chunyan
full_name: Wu, Chunyan
last_name: Wu
citation:
ama: 'Black T, Wu C. Prescribed signal concentration on the boundary: eventual smoothness
in a chemotaxis-Navier–Stokes system with logistic proliferation. Calculus
of Variations and Partial Differential Equations. 2022;61(3). doi:10.1007/s00526-022-02201-y'
apa: 'Black, T., & Wu, C. (2022). Prescribed signal concentration on the boundary:
eventual smoothness in a chemotaxis-Navier–Stokes system with logistic proliferation.
Calculus of Variations and Partial Differential Equations, 61(3),
Article 96. https://doi.org/10.1007/s00526-022-02201-y'
bibtex: '@article{Black_Wu_2022, title={Prescribed signal concentration on the boundary:
eventual smoothness in a chemotaxis-Navier–Stokes system with logistic proliferation},
volume={61}, DOI={10.1007/s00526-022-02201-y},
number={396}, journal={Calculus of Variations and Partial Differential Equations},
publisher={Springer Science and Business Media LLC}, author={Black, Tobias and
Wu, Chunyan}, year={2022} }'
chicago: 'Black, Tobias, and Chunyan Wu. “Prescribed Signal Concentration on the
Boundary: Eventual Smoothness in a Chemotaxis-Navier–Stokes System with Logistic
Proliferation.” Calculus of Variations and Partial Differential Equations
61, no. 3 (2022). https://doi.org/10.1007/s00526-022-02201-y.'
ieee: 'T. Black and C. Wu, “Prescribed signal concentration on the boundary: eventual
smoothness in a chemotaxis-Navier–Stokes system with logistic proliferation,”
Calculus of Variations and Partial Differential Equations, vol. 61, no.
3, Art. no. 96, 2022, doi: 10.1007/s00526-022-02201-y.'
mla: 'Black, Tobias, and Chunyan Wu. “Prescribed Signal Concentration on the Boundary:
Eventual Smoothness in a Chemotaxis-Navier–Stokes System with Logistic Proliferation.”
Calculus of Variations and Partial Differential Equations, vol. 61, no.
3, 96, Springer Science and Business Media LLC, 2022, doi:10.1007/s00526-022-02201-y.'
short: T. Black, C. Wu, Calculus of Variations and Partial Differential Equations
61 (2022).
date_created: 2022-12-21T09:50:59Z
date_updated: 2023-07-10T11:37:27Z
department:
- _id: '34'
- _id: '10'
- _id: '90'
doi: 10.1007/s00526-022-02201-y
intvolume: ' 61'
issue: '3'
keyword:
- Applied Mathematics
- Analysis
language:
- iso: eng
publication: Calculus of Variations and Partial Differential Equations
publication_identifier:
issn:
- 0944-2669
- 1432-0835
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Prescribed signal concentration on the boundary: eventual smoothness in a
chemotaxis-Navier–Stokes system with logistic proliferation'
type: journal_article
user_id: '23686'
volume: 61
year: '2022'
...
---
_id: '33493'
abstract:
- lang: eng
text: "Electronic structure calculations have been instrumental in providing many\r\nimportant
insights into a range of physical and chemical properties of various\r\nmolecular
and solid-state systems. Their importance to various fields,\r\nincluding materials
science, chemical sciences, computational chemistry and\r\ndevice physics, is
underscored by the large fraction of available public\r\nsupercomputing resources
devoted to these calculations. As we enter the\r\nexascale era, exciting new opportunities
to increase simulation numbers, sizes,\r\nand accuracies present themselves. In
order to realize these promises, the\r\ncommunity of electronic structure software
developers will however first have\r\nto tackle a number of challenges pertaining
to the efficient use of new\r\narchitectures that will rely heavily on massive
parallelism and hardware\r\naccelerators. This roadmap provides a broad overview
of the state-of-the-art in\r\nelectronic structure calculations and of the various
new directions being\r\npursued by the community. It covers 14 electronic structure
codes, presenting\r\ntheir current status, their development priorities over the
next five years,\r\nand their plans towards tackling the challenges and leveraging
the\r\nopportunities presented by the advent of exascale computing."
author:
- first_name: Vikram
full_name: Gavini, Vikram
last_name: Gavini
- first_name: Stefano
full_name: Baroni, Stefano
last_name: Baroni
- first_name: Volker
full_name: Blum, Volker
last_name: Blum
- first_name: David R.
full_name: Bowler, David R.
last_name: Bowler
- first_name: Alexander
full_name: Buccheri, Alexander
last_name: Buccheri
- first_name: James R.
full_name: Chelikowsky, James R.
last_name: Chelikowsky
- first_name: Sambit
full_name: Das, Sambit
last_name: Das
- first_name: William
full_name: Dawson, William
last_name: Dawson
- first_name: Pietro
full_name: Delugas, Pietro
last_name: Delugas
- first_name: Mehmet
full_name: Dogan, Mehmet
last_name: Dogan
- first_name: Claudia
full_name: Draxl, Claudia
last_name: Draxl
- first_name: Giulia
full_name: Galli, Giulia
last_name: Galli
- first_name: Luigi
full_name: Genovese, Luigi
last_name: Genovese
- first_name: Paolo
full_name: Giannozzi, Paolo
last_name: Giannozzi
- first_name: Matteo
full_name: Giantomassi, Matteo
last_name: Giantomassi
- first_name: Xavier
full_name: Gonze, Xavier
last_name: Gonze
- first_name: Marco
full_name: Govoni, Marco
last_name: Govoni
- first_name: Andris
full_name: Gulans, Andris
last_name: Gulans
- first_name: François
full_name: Gygi, François
last_name: Gygi
- first_name: John M.
full_name: Herbert, John M.
last_name: Herbert
- first_name: Sebastian
full_name: Kokott, Sebastian
last_name: Kokott
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Kai-Hsin
full_name: Liou, Kai-Hsin
last_name: Liou
- first_name: Tsuyoshi
full_name: Miyazaki, Tsuyoshi
last_name: Miyazaki
- first_name: Phani
full_name: Motamarri, Phani
last_name: Motamarri
- first_name: Ayako
full_name: Nakata, Ayako
last_name: Nakata
- first_name: John E.
full_name: Pask, John E.
last_name: Pask
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Laura E.
full_name: Ratcliff, Laura E.
last_name: Ratcliff
- first_name: Ryan M.
full_name: Richard, Ryan M.
last_name: Richard
- first_name: Mariana
full_name: Rossi, Mariana
last_name: Rossi
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Matthias
full_name: Scheffler, Matthias
last_name: Scheffler
- first_name: Ole
full_name: Schütt, Ole
last_name: Schütt
- first_name: Phanish
full_name: Suryanarayana, Phanish
last_name: Suryanarayana
- first_name: Marc
full_name: Torrent, Marc
last_name: Torrent
- first_name: Lionel
full_name: Truflandier, Lionel
last_name: Truflandier
- first_name: Theresa L.
full_name: Windus, Theresa L.
last_name: Windus
- first_name: Qimen
full_name: Xu, Qimen
last_name: Xu
- first_name: Victor W. -Z.
full_name: Yu, Victor W. -Z.
last_name: Yu
- first_name: Danny
full_name: Perez, Danny
last_name: Perez
citation:
ama: Gavini V, Baroni S, Blum V, et al. Roadmap on Electronic Structure Codes in
the Exascale Era. arXiv:220912747. Published online 2022.
apa: Gavini, V., Baroni, S., Blum, V., Bowler, D. R., Buccheri, A., Chelikowsky,
J. R., Das, S., Dawson, W., Delugas, P., Dogan, M., Draxl, C., Galli, G., Genovese,
L., Giannozzi, P., Giantomassi, M., Gonze, X., Govoni, M., Gulans, A., Gygi, F.,
… Perez, D. (2022). Roadmap on Electronic Structure Codes in the Exascale Era.
In arXiv:2209.12747.
bibtex: '@article{Gavini_Baroni_Blum_Bowler_Buccheri_Chelikowsky_Das_Dawson_Delugas_Dogan_et
al._2022, title={Roadmap on Electronic Structure Codes in the Exascale Era}, journal={arXiv:2209.12747},
author={Gavini, Vikram and Baroni, Stefano and Blum, Volker and Bowler, David
R. and Buccheri, Alexander and Chelikowsky, James R. and Das, Sambit and Dawson,
William and Delugas, Pietro and Dogan, Mehmet and et al.}, year={2022} }'
chicago: Gavini, Vikram, Stefano Baroni, Volker Blum, David R. Bowler, Alexander
Buccheri, James R. Chelikowsky, Sambit Das, et al. “Roadmap on Electronic Structure
Codes in the Exascale Era.” ArXiv:2209.12747, 2022.
ieee: V. Gavini et al., “Roadmap on Electronic Structure Codes in the Exascale
Era,” arXiv:2209.12747. 2022.
mla: Gavini, Vikram, et al. “Roadmap on Electronic Structure Codes in the Exascale
Era.” ArXiv:2209.12747, 2022.
short: V. Gavini, S. Baroni, V. Blum, D.R. Bowler, A. Buccheri, J.R. Chelikowsky,
S. Das, W. Dawson, P. Delugas, M. Dogan, C. Draxl, G. Galli, L. Genovese, P. Giannozzi,
M. Giantomassi, X. Gonze, M. Govoni, A. Gulans, F. Gygi, J.M. Herbert, S. Kokott,
T. Kühne, K.-H. Liou, T. Miyazaki, P. Motamarri, A. Nakata, J.E. Pask, C. Plessl,
L.E. Ratcliff, R.M. Richard, M. Rossi, R. Schade, M. Scheffler, O. Schütt, P.
Suryanarayana, M. Torrent, L. Truflandier, T.L. Windus, Q. Xu, V.W.-Z. Yu, D.
Perez, ArXiv:2209.12747 (2022).
date_created: 2022-09-28T05:25:10Z
date_updated: 2023-07-28T08:03:41Z
department:
- _id: '27'
- _id: '518'
external_id:
arxiv:
- '2209.12747'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2209.12747
status: public
title: Roadmap on Electronic Structure Codes in the Exascale Era
type: preprint
user_id: '24135'
year: '2022'
...
---
_id: '46193'
author:
- first_name: Martin
full_name: Karp, Martin
last_name: Karp
- first_name: Artur
full_name: Podobas, Artur
last_name: Podobas
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Niclas
full_name: Jansson, Niclas
last_name: Jansson
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Philipp
full_name: Schlatter, Philipp
last_name: Schlatter
- first_name: Stefano
full_name: Markidis, Stefano
last_name: Markidis
citation:
ama: 'Karp M, Podobas A, Kenter T, et al. A High-Fidelity Flow Solver for Unstructured
Meshes on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges.
In: International Conference on High Performance Computing in Asia-Pacific
Region. ACM; 2022. doi:10.1145/3492805.3492808'
apa: 'Karp, M., Podobas, A., Kenter, T., Jansson, N., Plessl, C., Schlatter, P.,
& Markidis, S. (2022). A High-Fidelity Flow Solver for Unstructured Meshes
on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges.
International Conference on High Performance Computing in Asia-Pacific Region.
https://doi.org/10.1145/3492805.3492808'
bibtex: '@inproceedings{Karp_Podobas_Kenter_Jansson_Plessl_Schlatter_Markidis_2022,
title={A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable
Gate Arrays: Design, Evaluation, and Future Challenges}, DOI={10.1145/3492805.3492808},
booktitle={International Conference on High Performance Computing in Asia-Pacific
Region}, publisher={ACM}, author={Karp, Martin and Podobas, Artur and Kenter,
Tobias and Jansson, Niclas and Plessl, Christian and Schlatter, Philipp and Markidis,
Stefano}, year={2022} }'
chicago: 'Karp, Martin, Artur Podobas, Tobias Kenter, Niclas Jansson, Christian
Plessl, Philipp Schlatter, and Stefano Markidis. “A High-Fidelity Flow Solver
for Unstructured Meshes on Field-Programmable Gate Arrays: Design, Evaluation,
and Future Challenges.” In International Conference on High Performance Computing
in Asia-Pacific Region. ACM, 2022. https://doi.org/10.1145/3492805.3492808.'
ieee: 'M. Karp et al., “A High-Fidelity Flow Solver for Unstructured Meshes
on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges,”
2022, doi: 10.1145/3492805.3492808.'
mla: 'Karp, Martin, et al. “A High-Fidelity Flow Solver for Unstructured Meshes
on Field-Programmable Gate Arrays: Design, Evaluation, and Future Challenges.”
International Conference on High Performance Computing in Asia-Pacific Region,
ACM, 2022, doi:10.1145/3492805.3492808.'
short: 'M. Karp, A. Podobas, T. Kenter, N. Jansson, C. Plessl, P. Schlatter, S.
Markidis, in: International Conference on High Performance Computing in Asia-Pacific
Region, ACM, 2022.'
date_created: 2023-07-28T11:51:55Z
date_updated: 2023-07-28T11:53:15Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3492805.3492808
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3492805.3492808
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: International Conference on High Performance Computing in Asia-Pacific
Region
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: 'A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable
Gate Arrays: Design, Evaluation, and Future Challenges'
type: conference
user_id: '3145'
year: '2022'
...
---
_id: '32404'
abstract:
- lang: eng
text: "The CP2K program package, which can be considered as the swiss army knife
of\r\natomistic simulations, is presented with a special emphasis on ab-initio\r\nmolecular
dynamics using the second-generation Car-Parrinello method. After\r\noutlining
current and near-term development efforts with regards to massively\r\nparallel
low-scaling post-Hartree-Fock and eigenvalue solvers, novel approaches\r\non how
we plan to take full advantage of future low-precision hardware\r\narchitectures
are introduced. Our focus here is on combining our submatrix\r\nmethod with the
approximate computing paradigm to address the immanent exascale\r\nera."
author:
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Ole
full_name: Schütt, Ole
last_name: Schütt
citation:
ama: Kühne T, Plessl C, Schade R, Schütt O. CP2K on the road to exascale. arXiv:220514741.
Published online 2022.
apa: Kühne, T., Plessl, C., Schade, R., & Schütt, O. (2022). CP2K on the road
to exascale. In arXiv:2205.14741.
bibtex: '@article{Kühne_Plessl_Schade_Schütt_2022, title={CP2K on the road to exascale},
journal={arXiv:2205.14741}, author={Kühne, Thomas and Plessl, Christian and Schade,
Robert and Schütt, Ole}, year={2022} }'
chicago: Kühne, Thomas, Christian Plessl, Robert Schade, and Ole Schütt. “CP2K on
the Road to Exascale.” ArXiv:2205.14741, 2022.
ieee: T. Kühne, C. Plessl, R. Schade, and O. Schütt, “CP2K on the road to exascale,”
arXiv:2205.14741. 2022.
mla: Kühne, Thomas, et al. “CP2K on the Road to Exascale.” ArXiv:2205.14741,
2022.
short: T. Kühne, C. Plessl, R. Schade, O. Schütt, ArXiv:2205.14741 (2022).
date_created: 2022-07-22T08:14:08Z
date_updated: 2023-08-02T14:55:35Z
department:
- _id: '27'
- _id: '518'
- _id: '304'
external_id:
arxiv:
- '2205.14741'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/abs/2205.14741
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2205.14741
status: public
title: CP2K on the road to exascale
type: preprint
user_id: '75963'
year: '2022'
...
---
_id: '33226'
abstract:
- lang: eng
text: A parallel hybrid quantum-classical algorithm for the solution of the quantum-chemical
ground-state energy problem on gate-based quantum computers is presented. This
approach is based on the reduced density-matrix functional theory (RDMFT) formulation
of the electronic structure problem. For that purpose, the density-matrix functional
of the full system is decomposed into an indirectly coupled sum of density-matrix
functionals for all its subsystems using the adaptive cluster approximation to
RDMFT. The approximations involved in the decomposition and the adaptive cluster
approximation itself can be systematically converged to the exact result. The
solutions for the density-matrix functionals of the effective subsystems involves
a constrained minimization over many-particle states that are approximated by
parametrized trial states on the quantum computer similarly to the variational
quantum eigensolver. The independence of the density-matrix functionals of the
effective subsystems introduces a new level of parallelization and allows for
the computational treatment of much larger molecules on a quantum computer with
a given qubit count. In addition, for the proposed algorithm techniques are presented
to reduce the qubit count, the number of quantum programs, as well as its depth.
The evaluation of a density-matrix functional as the essential part of our approach
is demonstrated for Hubbard-like systems on IBM quantum computers based on superconducting
transmon qubits.
article_type: original
author:
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Carsten
full_name: Bauer, Carsten
id: '90082'
last_name: Bauer
- first_name: Konstantin
full_name: Tamoev, Konstantin
id: '50177'
last_name: Tamoev
- first_name: Lukas
full_name: Mazur, Lukas
id: '90492'
last_name: Mazur
orcid: ' 0000-0001-6304-7082'
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
citation:
ama: Schade R, Bauer C, Tamoev K, Mazur L, Plessl C, Kühne T. Parallel quantum chemistry
on noisy intermediate-scale quantum computers. Phys Rev Research. 2022;4:033160.
doi:10.1103/PhysRevResearch.4.033160
apa: Schade, R., Bauer, C., Tamoev, K., Mazur, L., Plessl, C., & Kühne, T. (2022).
Parallel quantum chemistry on noisy intermediate-scale quantum computers. Phys.
Rev. Research, 4, 033160. https://doi.org/10.1103/PhysRevResearch.4.033160
bibtex: '@article{Schade_Bauer_Tamoev_Mazur_Plessl_Kühne_2022, title={Parallel quantum
chemistry on noisy intermediate-scale quantum computers}, volume={4}, DOI={10.1103/PhysRevResearch.4.033160},
journal={Phys. Rev. Research}, publisher={American Physical Society}, author={Schade,
Robert and Bauer, Carsten and Tamoev, Konstantin and Mazur, Lukas and Plessl,
Christian and Kühne, Thomas}, year={2022}, pages={033160} }'
chicago: 'Schade, Robert, Carsten Bauer, Konstantin Tamoev, Lukas Mazur, Christian
Plessl, and Thomas Kühne. “Parallel Quantum Chemistry on Noisy Intermediate-Scale
Quantum Computers.” Phys. Rev. Research 4 (2022): 033160. https://doi.org/10.1103/PhysRevResearch.4.033160.'
ieee: 'R. Schade, C. Bauer, K. Tamoev, L. Mazur, C. Plessl, and T. Kühne, “Parallel
quantum chemistry on noisy intermediate-scale quantum computers,” Phys. Rev.
Research, vol. 4, p. 033160, 2022, doi: 10.1103/PhysRevResearch.4.033160.'
mla: Schade, Robert, et al. “Parallel Quantum Chemistry on Noisy Intermediate-Scale
Quantum Computers.” Phys. Rev. Research, vol. 4, American Physical Society,
2022, p. 033160, doi:10.1103/PhysRevResearch.4.033160.
short: R. Schade, C. Bauer, K. Tamoev, L. Mazur, C. Plessl, T. Kühne, Phys. Rev.
Research 4 (2022) 033160.
date_created: 2022-08-29T14:07:01Z
date_updated: 2023-08-02T15:04:22Z
department:
- _id: '27'
- _id: '518'
doi: 10.1103/PhysRevResearch.4.033160
intvolume: ' 4'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.4.033160
oa: '1'
page: '033160'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Phys. Rev. Research
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
status: public
title: Parallel quantum chemistry on noisy intermediate-scale quantum computers
type: journal_article
user_id: '75963'
volume: 4
year: '2022'
...
---
_id: '33684'
article_number: '102920'
author:
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Hossam
full_name: Elgabarty, Hossam
id: '60250'
last_name: Elgabarty
orcid: 0000-0002-4945-1481
- first_name: Michael
full_name: Lass, Michael
id: '24135'
last_name: Lass
orcid: 0000-0002-5708-7632
- first_name: Ole
full_name: Schütt, Ole
last_name: Schütt
- first_name: Alfio
full_name: Lazzaro, Alfio
last_name: Lazzaro
- first_name: Hans
full_name: Pabst, Hans
last_name: Pabst
- first_name: Stephan
full_name: Mohr, Stephan
last_name: Mohr
- first_name: Jürg
full_name: Hutter, Jürg
last_name: Hutter
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Schade R, Kenter T, Elgabarty H, et al. Towards electronic structure-based
ab-initio molecular dynamics simulations with hundreds of millions of atoms. Parallel
Computing. 2022;111. doi:10.1016/j.parco.2022.102920
apa: Schade, R., Kenter, T., Elgabarty, H., Lass, M., Schütt, O., Lazzaro, A., Pabst,
H., Mohr, S., Hutter, J., Kühne, T., & Plessl, C. (2022). Towards electronic
structure-based ab-initio molecular dynamics simulations with hundreds of millions
of atoms. Parallel Computing, 111, Article 102920. https://doi.org/10.1016/j.parco.2022.102920
bibtex: '@article{Schade_Kenter_Elgabarty_Lass_Schütt_Lazzaro_Pabst_Mohr_Hutter_Kühne_et
al._2022, title={Towards electronic structure-based ab-initio molecular dynamics
simulations with hundreds of millions of atoms}, volume={111}, DOI={10.1016/j.parco.2022.102920},
number={102920}, journal={Parallel Computing}, publisher={Elsevier BV}, author={Schade,
Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Schütt,
Ole and Lazzaro, Alfio and Pabst, Hans and Mohr, Stephan and Hutter, Jürg and
Kühne, Thomas and et al.}, year={2022} }'
chicago: Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Ole Schütt,
Alfio Lazzaro, Hans Pabst, et al. “Towards Electronic Structure-Based Ab-Initio
Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” Parallel
Computing 111 (2022). https://doi.org/10.1016/j.parco.2022.102920.
ieee: 'R. Schade et al., “Towards electronic structure-based ab-initio molecular
dynamics simulations with hundreds of millions of atoms,” Parallel Computing,
vol. 111, Art. no. 102920, 2022, doi: 10.1016/j.parco.2022.102920.'
mla: Schade, Robert, et al. “Towards Electronic Structure-Based Ab-Initio Molecular
Dynamics Simulations with Hundreds of Millions of Atoms.” Parallel Computing,
vol. 111, 102920, Elsevier BV, 2022, doi:10.1016/j.parco.2022.102920.
short: R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst,
S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).
date_created: 2022-10-11T08:17:02Z
date_updated: 2023-08-02T15:03:55Z
department:
- _id: '613'
- _id: '27'
- _id: '518'
doi: 10.1016/j.parco.2022.102920
intvolume: ' 111'
keyword:
- Artificial Intelligence
- Computer Graphics and Computer-Aided Design
- Computer Networks and Communications
- Hardware and Architecture
- Theoretical Computer Science
- Software
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S0167819122000242
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Parallel Computing
publication_identifier:
issn:
- 0167-8191
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Towards electronic structure-based ab-initio molecular dynamics simulations
with hundreds of millions of atoms
type: journal_article
user_id: '75963'
volume: 111
year: '2022'
...
---
_id: '19941'
abstract:
- lang: eng
text: "In backward error analysis, an approximate solution to an equation is compared
to the exact solution to a nearby ‘modified’ equation. In numerical ordinary differential
equations, the two agree up to any power of the step size. If the differential
equation has a geometric property then the modified equation may share it. In
this way, known properties of differential equations can be applied to the approximation.
But for partial differential equations, the known modified equations are of higher
order, limiting applicability of the theory. Therefore, we study symmetric solutions
of discretized\r\npartial differential equations that arise from a discrete variational
principle. These symmetric solutions obey infinite-dimensional functional equations.
We show that these equations admit second-order modified equations which are Hamiltonian
and also possess first-order Lagrangians in modified coordinates. The modified
equation and its associated structures are computed explicitly for the case of
rotating travelling waves in the nonlinear wave equation."
article_type: original
author:
- first_name: Robert I
full_name: McLachlan, Robert I
last_name: McLachlan
- first_name: Christian
full_name: Offen, Christian
id: '85279'
last_name: Offen
orcid: https://orcid.org/0000-0002-5940-8057
citation:
ama: McLachlan RI, Offen C. Backward error analysis for variational discretisations
of partial differential equations. Journal of Geometric Mechanics. 2022;14(3):447-471.
doi:10.3934/jgm.2022014
apa: McLachlan, R. I., & Offen, C. (2022). Backward error analysis for variational
discretisations of partial differential equations. Journal of Geometric Mechanics,
14(3), 447–471. https://doi.org/10.3934/jgm.2022014
bibtex: '@article{McLachlan_Offen_2022, title={Backward error analysis for variational
discretisations of partial differential equations}, volume={14}, DOI={10.3934/jgm.2022014},
number={3}, journal={Journal of Geometric Mechanics}, publisher={AIMS}, author={McLachlan,
Robert I and Offen, Christian}, year={2022}, pages={447–471} }'
chicago: 'McLachlan, Robert I, and Christian Offen. “Backward Error Analysis for
Variational Discretisations of Partial Differential Equations.” Journal of
Geometric Mechanics 14, no. 3 (2022): 447–71. https://doi.org/10.3934/jgm.2022014.'
ieee: 'R. I. McLachlan and C. Offen, “Backward error analysis for variational discretisations
of partial differential equations,” Journal of Geometric Mechanics, vol.
14, no. 3, pp. 447–471, 2022, doi: 10.3934/jgm.2022014.'
mla: McLachlan, Robert I., and Christian Offen. “Backward Error Analysis for Variational
Discretisations of Partial Differential Equations.” Journal of Geometric Mechanics,
vol. 14, no. 3, AIMS, 2022, pp. 447–71, doi:10.3934/jgm.2022014.
short: R.I. McLachlan, C. Offen, Journal of Geometric Mechanics 14 (2022) 447–471.
date_created: 2020-10-06T16:33:19Z
date_updated: 2023-08-10T08:44:55Z
ddc:
- '510'
department:
- _id: '636'
doi: 10.3934/jgm.2022014
external_id:
arxiv:
- '2006.14172'
file:
- access_level: open_access
content_type: application/pdf
creator: coffen
date_created: 2022-06-13T09:11:38Z
date_updated: 2022-06-13T09:11:38Z
description: |-
In backward error analysis, an approximate solution to an equa-
tion is compared to the exact solution to a nearby ‘modified’ equation. In
numerical ordinary differential equations, the two agree up to any power of
the step size. If the differential equation has a geometric property then the
modified equation may share it. In this way, known properties of differential
equations can be applied to the approximation. But for partial differential
equations, the known modified equations are of higher order, limiting appli-
cability of the theory. Therefore, we study symmetric solutions of discretized
partial differential equations that arise from a discrete variational principle.
These symmetric solutions obey infinite-dimensional functional equations. We
show that these equations admit second-order modified equations which are
Hamiltonian and also possess first-order Lagrangians in modified coordinates.
The modified equation and its associated structures are computed explicitly
for the case of rotating travelling waves in the nonlinear wave equation.
file_id: '31859'
file_name: 2_BlendedBEASymmPDE.pdf
file_size: 1507248
relation: main_file
title: Backward error analysis for variational discretisations of PDEs
file_date_updated: 2022-06-13T09:11:38Z
has_accepted_license: '1'
intvolume: ' 14'
issue: '3'
language:
- iso: eng
oa: '1'
page: 447 - 471
publication: Journal of Geometric Mechanics
publication_status: published
publisher: AIMS
related_material:
link:
- relation: software
url: https://github.com/Christian-Offen/multisymplectic
status: public
title: Backward error analysis for variational discretisations of partial differential
equations
type: journal_article
user_id: '85279'
volume: 14
year: '2022'
...
---
_id: '23382'
abstract:
- lang: eng
text: Hamiltonian systems are differential equations which describe systems in classical
mechanics, plasma physics, and sampling problems. They exhibit many structural
properties, such as a lack of attractors and the presence of conservation laws.
To predict Hamiltonian dynamics based on discrete trajectory observations, incorporation
of prior knowledge about Hamiltonian structure greatly improves predictions. This
is typically done by learning the system's Hamiltonian and then integrating the
Hamiltonian vector field with a symplectic integrator. For this, however, Hamiltonian
data needs to be approximated based on the trajectory observations. Moreover,
the numerical integrator introduces an additional discretisation error. In this
paper, we show that an inverse modified Hamiltonian structure adapted to the geometric
integrator can be learned directly from observations. A separate approximation
step for the Hamiltonian data avoided. The inverse modified data compensates for
the discretisation error such that the discretisation error is eliminated. The
technique is developed for Gaussian Processes.
article_type: original
author:
- first_name: Christian
full_name: Offen, Christian
id: '85279'
last_name: Offen
orcid: 0000-0002-5940-8057
- first_name: Sina
full_name: Ober-Blöbaum, Sina
id: '16494'
last_name: Ober-Blöbaum
citation:
ama: 'Offen C, Ober-Blöbaum S. Symplectic integration of learned Hamiltonian systems.
Chaos: An Interdisciplinary Journal of Nonlinear Science. 2022;32(1). doi:10.1063/5.0065913'
apa: 'Offen, C., & Ober-Blöbaum, S. (2022). Symplectic integration of learned
Hamiltonian systems. Chaos: An Interdisciplinary Journal of Nonlinear Science,
32(1). https://doi.org/10.1063/5.0065913'
bibtex: '@article{Offen_Ober-Blöbaum_2022, title={Symplectic integration of learned
Hamiltonian systems}, volume={32(1)}, DOI={10.1063/5.0065913},
journal={Chaos: An Interdisciplinary Journal of Nonlinear Science}, publisher={AIP},
author={Offen, Christian and Ober-Blöbaum, Sina}, year={2022} }'
chicago: 'Offen, Christian, and Sina Ober-Blöbaum. “Symplectic Integration of Learned
Hamiltonian Systems.” Chaos: An Interdisciplinary Journal of Nonlinear Science
32(1) (2022). https://doi.org/10.1063/5.0065913.'
ieee: 'C. Offen and S. Ober-Blöbaum, “Symplectic integration of learned Hamiltonian
systems,” Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.
32(1), 2022, doi: 10.1063/5.0065913.'
mla: 'Offen, Christian, and Sina Ober-Blöbaum. “Symplectic Integration of Learned
Hamiltonian Systems.” Chaos: An Interdisciplinary Journal of Nonlinear Science,
vol. 32(1), AIP, 2022, doi:10.1063/5.0065913.'
short: 'C. Offen, S. Ober-Blöbaum, Chaos: An Interdisciplinary Journal of Nonlinear
Science 32(1) (2022).'
date_created: 2021-08-11T08:24:02Z
date_updated: 2023-08-10T08:48:14Z
ddc:
- '510'
department:
- _id: '636'
doi: 10.1063/5.0065913
external_id:
arxiv:
- '2108.02492'
file:
- access_level: open_access
content_type: application/pdf
creator: coffen
date_created: 2021-12-13T14:56:15Z
date_updated: 2021-12-13T14:56:15Z
file_id: '28734'
file_name: SymplecticShadowIntegration_AIP.pdf
file_size: 2285059
relation: main_file
file_date_updated: 2021-12-13T14:56:15Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aip.scitation.org/doi/abs/10.1063/5.0065913
oa: '1'
publication: 'Chaos: An Interdisciplinary Journal of Nonlinear Science'
publication_status: published
publisher: AIP
quality_controlled: '1'
related_material:
link:
- description: GitHub
relation: software
url: https://github.com/Christian-Offen/symplectic-shadow-integration
status: public
title: Symplectic integration of learned Hamiltonian systems
type: journal_article
user_id: '85279'
volume: 32(1)
year: '2022'
...
---
_id: '40613'
author:
- first_name: Jennifer
full_name: Dröse, Jennifer
id: '85820'
last_name: Dröse
citation:
ama: 'Dröse J. Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von
drei Professionalisierungsgruppen. In: Beiträge Zum Mathematikunterricht.
; 2022.'
apa: Dröse, J. (2022). Verstehensgrundlagen diagnostizieren - Diagnostisches Denken
von drei Professionalisierungsgruppen. Beiträge Zum Mathematikunterricht.
bibtex: '@inproceedings{Dröse_2022, title={Verstehensgrundlagen diagnostizieren
- Diagnostisches Denken von drei Professionalisierungsgruppen}, booktitle={Beiträge
zum Mathematikunterricht}, author={Dröse, Jennifer}, year={2022} }'
chicago: Dröse, Jennifer. “Verstehensgrundlagen Diagnostizieren - Diagnostisches
Denken von Drei Professionalisierungsgruppen.” In Beiträge Zum Mathematikunterricht,
2022.
ieee: J. Dröse, “Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von
drei Professionalisierungsgruppen,” 2022.
mla: Dröse, Jennifer. “Verstehensgrundlagen Diagnostizieren - Diagnostisches Denken
von Drei Professionalisierungsgruppen.” Beiträge Zum Mathematikunterricht,
2022.
short: 'J. Dröse, in: Beiträge Zum Mathematikunterricht, 2022.'
date_created: 2023-01-27T19:00:01Z
date_updated: 2023-08-15T06:04:03Z
department:
- _id: '98'
language:
- iso: eng
publication: Beiträge zum Mathematikunterricht
status: public
title: Verstehensgrundlagen diagnostizieren - Diagnostisches Denken von drei Professionalisierungsgruppen
type: conference
user_id: '85820'
year: '2022'
...
---
_id: '46538'
author:
- first_name: Hamada Mohamed Abdelsamee
full_name: Zahera, Hamada Mohamed Abdelsamee
id: '72768'
last_name: Zahera
orcid: 0000-0003-0215-1278
- first_name: Daniel
full_name: Vollmers, Daniel
last_name: Vollmers
- first_name: Mohamed
full_name: Sherif, Mohamed
id: '67234'
last_name: Sherif
orcid: https://orcid.org/0000-0002-9927-2203
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Zahera HMA, Vollmers D, Sherif M, Ngonga Ngomo A-C. MultPAX: Keyphrase Extraction
using Language Models and Knowledge Graphs. In: ISWC 2022. Springer, Cham.
doi:10.1007/978-3-031-19433-7_18'
apa: 'Zahera, H. M. A., Vollmers, D., Sherif, M., & Ngonga Ngomo, A.-C. (n.d.).
MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs. ISWC
2022. https://doi.org/10.1007/978-3-031-19433-7_18'
bibtex: '@inproceedings{Zahera_Vollmers_Sherif_Ngonga Ngomo, title={MultPAX: Keyphrase
Extraction using Language Models and Knowledge Graphs}, DOI={10.1007/978-3-031-19433-7_18},
booktitle={ISWC 2022}, publisher={Springer, Cham}, author={Zahera, Hamada Mohamed
Abdelsamee and Vollmers, Daniel and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}
}'
chicago: 'Zahera, Hamada Mohamed Abdelsamee, Daniel Vollmers, Mohamed Sherif, and
Axel-Cyrille Ngonga Ngomo. “MultPAX: Keyphrase Extraction Using Language Models
and Knowledge Graphs.” In ISWC 2022. Springer, Cham, n.d. https://doi.org/10.1007/978-3-031-19433-7_18.'
ieee: 'H. M. A. Zahera, D. Vollmers, M. Sherif, and A.-C. Ngonga Ngomo, “MultPAX:
Keyphrase Extraction using Language Models and Knowledge Graphs,” doi: 10.1007/978-3-031-19433-7_18.'
mla: 'Zahera, Hamada Mohamed Abdelsamee, et al. “MultPAX: Keyphrase Extraction Using
Language Models and Knowledge Graphs.” ISWC 2022, Springer, Cham, doi:10.1007/978-3-031-19433-7_18.'
short: 'H.M.A. Zahera, D. Vollmers, M. Sherif, A.-C. Ngonga Ngomo, in: ISWC 2022,
Springer, Cham, n.d.'
date_created: 2023-08-16T10:16:05Z
date_updated: 2023-08-16T10:20:31Z
department:
- _id: '34'
doi: 10.1007/978-3-031-19433-7_18
keyword:
- colide dice eml4u ngonga raki sherif speaker vollmers zahera
language:
- iso: eng
publication: ISWC 2022
publication_identifier:
eisbn:
- 978-3-031-19433-7
isbn:
- 978-3-031-19432-0
publication_status: accepted
publisher: Springer, Cham
status: public
title: 'MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs'
type: conference
user_id: '67234'
year: '2022'
...