---
_id: '28099'
abstract:
- lang: eng
text: N-body methods are one of the essential algorithmic building blocks of high-performance
and parallel computing. Previous research has shown promising performance for
implementing n-body simulations with pairwise force calculations on FPGAs. However,
to avoid challenges with accumulation and memory access patterns, the presented
designs calculate each pair of forces twice, along with both force sums of the
involved particles. Also, they require large problem instances with hundreds of
thousands of particles to reach their respective peak performance, limiting the
applicability for strong scaling scenarios. This work addresses both issues by
presenting a novel FPGA design that uses each calculated force twice and overlaps
data transfers and computations in a way that allows to reach peak performance
even for small problem instances, outperforming previous single precision results
even in double precision, and scaling linearly over multiple interconnected FPGAs.
For a comparison across architectures, we provide an equally optimized CPU reference,
which for large problems actually achieves higher peak performance per device,
however, given the strong scaling advantages of the FPGA design, in parallel setups
with few thousand particles per device, the FPGA platform achieves highest performance
and power efficiency.
article_type: original
author:
- first_name: Johannes
full_name: Menzel, Johannes
last_name: Menzel
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
citation:
ama: Menzel J, Plessl C, Kenter T. The Strong Scaling Advantage of FPGAs in HPC
for N-body Simulations. ACM Transactions on Reconfigurable Technology and Systems.
2021;15(1):1-30. doi:10.1145/3491235
apa: Menzel, J., Plessl, C., & Kenter, T. (2021). The Strong Scaling Advantage
of FPGAs in HPC for N-body Simulations. ACM Transactions on Reconfigurable
Technology and Systems, 15(1), 1–30. https://doi.org/10.1145/3491235
bibtex: '@article{Menzel_Plessl_Kenter_2021, title={The Strong Scaling Advantage
of FPGAs in HPC for N-body Simulations}, volume={15}, DOI={10.1145/3491235},
number={1}, journal={ACM Transactions on Reconfigurable Technology and Systems},
author={Menzel, Johannes and Plessl, Christian and Kenter, Tobias}, year={2021},
pages={1–30} }'
chicago: 'Menzel, Johannes, Christian Plessl, and Tobias Kenter. “The Strong Scaling
Advantage of FPGAs in HPC for N-Body Simulations.” ACM Transactions on Reconfigurable
Technology and Systems 15, no. 1 (2021): 1–30. https://doi.org/10.1145/3491235.'
ieee: 'J. Menzel, C. Plessl, and T. Kenter, “The Strong Scaling Advantage of FPGAs
in HPC for N-body Simulations,” ACM Transactions on Reconfigurable Technology
and Systems, vol. 15, no. 1, pp. 1–30, 2021, doi: 10.1145/3491235.'
mla: Menzel, Johannes, et al. “The Strong Scaling Advantage of FPGAs in HPC for
N-Body Simulations.” ACM Transactions on Reconfigurable Technology and Systems,
vol. 15, no. 1, 2021, pp. 1–30, doi:10.1145/3491235.
short: J. Menzel, C. Plessl, T. Kenter, ACM Transactions on Reconfigurable Technology
and Systems 15 (2021) 1–30.
date_created: 2021-11-30T10:00:31Z
date_updated: 2022-01-06T06:57:51Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3491235
intvolume: ' 15'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/10.1145/3491235
oa: '1'
page: 1-30
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
quality_controlled: '1'
status: public
title: The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations
type: journal_article
user_id: '3145'
volume: 15
year: '2021'
...
---
_id: '28440'
author:
- first_name: Marcel
full_name: Triebus, Marcel
id: '66036'
last_name: Triebus
- first_name: Alexander
full_name: Reitz, Alexander
id: '24803'
last_name: Reitz
orcid: 0000-0001-9047-467X
- first_name: Olexandr
full_name: Grydin, Olexandr
id: '43822'
last_name: Grydin
- first_name: Julian
full_name: Grenz, Julian
last_name: Grenz
- first_name: Andreas
full_name: Schneidt, Andreas
last_name: Schneidt
- first_name: Rüdiger
full_name: Erhardt, Rüdiger
last_name: Erhardt
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
- first_name: Mirko
full_name: Schaper, Mirko
id: '43720'
last_name: Schaper
citation:
ama: 'Triebus M, Reitz A, Grydin O, et al. Forming Simulation of Tailored Press
Hardened Parts. In: 13th European LS-DYNA Conference 2021. ; 2021.'
apa: Triebus, M., Reitz, A., Grydin, O., Grenz, J., Schneidt, A., Erhardt, R., Tröster,
T., & Schaper, M. (2021). Forming Simulation of Tailored Press Hardened Parts.
13th European LS-DYNA Conference 2021. 13th European LS-DYNA Conference
2021, Ulm.
bibtex: '@inproceedings{Triebus_Reitz_Grydin_Grenz_Schneidt_Erhardt_Tröster_Schaper_2021,
title={Forming Simulation of Tailored Press Hardened Parts}, booktitle={13th European
LS-DYNA Conference 2021}, author={Triebus, Marcel and Reitz, Alexander and Grydin,
Olexandr and Grenz, Julian and Schneidt, Andreas and Erhardt, Rüdiger and Tröster,
Thomas and Schaper, Mirko}, year={2021} }'
chicago: Triebus, Marcel, Alexander Reitz, Olexandr Grydin, Julian Grenz, Andreas
Schneidt, Rüdiger Erhardt, Thomas Tröster, and Mirko Schaper. “Forming Simulation
of Tailored Press Hardened Parts.” In 13th European LS-DYNA Conference 2021,
2021.
ieee: M. Triebus et al., “Forming Simulation of Tailored Press Hardened Parts,”
presented at the 13th European LS-DYNA Conference 2021, Ulm, 2021.
mla: Triebus, Marcel, et al. “Forming Simulation of Tailored Press Hardened Parts.”
13th European LS-DYNA Conference 2021, 2021.
short: 'M. Triebus, A. Reitz, O. Grydin, J. Grenz, A. Schneidt, R. Erhardt, T. Tröster,
M. Schaper, in: 13th European LS-DYNA Conference 2021, 2021.'
conference:
end_date: 2021-10-06
location: Ulm
name: 13th European LS-DYNA Conference 2021
start_date: 2021-10-04
date_created: 2021-12-08T10:09:49Z
date_updated: 2022-01-06T06:58:05Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
- _id: '158'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.dynalook.com/conferences/13th-european-ls-dyna-conference-2021/forming/triebus_paderborn_university.pdf
oa: '1'
publication: 13th European LS-DYNA Conference 2021
status: public
title: Forming Simulation of Tailored Press Hardened Parts
type: conference
user_id: '66036'
year: '2021'
...
---
_id: '28448'
article_number: '100083'
article_type: original
author:
- first_name: M.
full_name: Droß, M.
last_name: Droß
- first_name: Per
full_name: Heyser, Per
id: '40450'
last_name: Heyser
- first_name: Gerson
full_name: Meschut, Gerson
id: '32056'
last_name: Meschut
orcid: 0000-0002-2763-1246
- first_name: A.
full_name: Hürkamp, A.
last_name: Hürkamp
- first_name: K.
full_name: Dröder, K.
last_name: Dröder
citation:
ama: Droß M, Heyser P, Meschut G, Hürkamp A, Dröder K. Fiber response to pin penetration
in dry woven fabric using numerical analysis. Journal of Advanced Joining Processes.
Published online 2021. doi:10.1016/j.jajp.2021.100083
apa: Droß, M., Heyser, P., Meschut, G., Hürkamp, A., & Dröder, K. (2021). Fiber
response to pin penetration in dry woven fabric using numerical analysis. Journal
of Advanced Joining Processes, Article 100083. https://doi.org/10.1016/j.jajp.2021.100083
bibtex: '@article{Droß_Heyser_Meschut_Hürkamp_Dröder_2021, title={Fiber response
to pin penetration in dry woven fabric using numerical analysis}, DOI={10.1016/j.jajp.2021.100083},
number={100083}, journal={Journal of Advanced Joining Processes}, author={Droß,
M. and Heyser, Per and Meschut, Gerson and Hürkamp, A. and Dröder, K.}, year={2021}
}'
chicago: Droß, M., Per Heyser, Gerson Meschut, A. Hürkamp, and K. Dröder. “Fiber
Response to Pin Penetration in Dry Woven Fabric Using Numerical Analysis.” Journal
of Advanced Joining Processes, 2021. https://doi.org/10.1016/j.jajp.2021.100083.
ieee: 'M. Droß, P. Heyser, G. Meschut, A. Hürkamp, and K. Dröder, “Fiber response
to pin penetration in dry woven fabric using numerical analysis,” Journal of
Advanced Joining Processes, Art. no. 100083, 2021, doi: 10.1016/j.jajp.2021.100083.'
mla: Droß, M., et al. “Fiber Response to Pin Penetration in Dry Woven Fabric Using
Numerical Analysis.” Journal of Advanced Joining Processes, 100083, 2021,
doi:10.1016/j.jajp.2021.100083.
short: M. Droß, P. Heyser, G. Meschut, A. Hürkamp, K. Dröder, Journal of Advanced
Joining Processes (2021).
date_created: 2021-12-08T11:42:25Z
date_updated: 2022-01-06T06:58:05Z
department:
- _id: '157'
doi: 10.1016/j.jajp.2021.100083
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1016/j.jajp.2021.100083
oa: '1'
publication: Journal of Advanced Joining Processes
publication_identifier:
issn:
- 2666-3309
publication_status: published
quality_controlled: '1'
status: public
title: Fiber response to pin penetration in dry woven fabric using numerical analysis
type: journal_article
user_id: '40450'
year: '2021'
...
---
_id: '24095'
author:
- first_name: Elmar
full_name: Moritzer, Elmar
id: '20531'
last_name: Moritzer
- first_name: Felix
full_name: Hecker, Felix
id: '45537'
last_name: Hecker
- first_name: André
full_name: Hirsch, André
id: '27599'
last_name: Hirsch
citation:
ama: Moritzer E, Hecker F, Hirsch A. Aus der Forschung in die Anwendung - Materialqualifizierung
im Kunststoff Freiformen. Kunststoffland NRW report. 2021:42-43.
apa: Moritzer, E., Hecker, F., & Hirsch, A. (2021). Aus der Forschung in die
Anwendung - Materialqualifizierung im Kunststoff Freiformen. Kunststoffland
NRW report, 2021(2), 42–43.
bibtex: '@article{Moritzer_Hecker_Hirsch_2021, title={Aus der Forschung in die Anwendung
- Materialqualifizierung im Kunststoff Freiformen}, volume={2021}, number={2},
journal={Kunststoffland NRW report}, author={Moritzer, Elmar and Hecker, Felix
and Hirsch, André}, year={2021}, pages={42–43} }'
chicago: Moritzer, Elmar, Felix Hecker, and André Hirsch. “Aus der Forschung in
die Anwendung - Materialqualifizierung im Kunststoff Freiformen.” Kunststoffland
NRW report, 2021.
ieee: E. Moritzer, F. Hecker, and A. Hirsch, “Aus der Forschung in die Anwendung
- Materialqualifizierung im Kunststoff Freiformen,” Kunststoffland NRW report,
vol. 2021, no. 2, pp. 42–43, 2021.
mla: Moritzer, Elmar, et al. “Aus der Forschung in die Anwendung - Materialqualifizierung
im Kunststoff Freiformen.” Kunststoffland NRW report, vol. 2021, no. 2,
2021, pp. 42–43.
short: E. Moritzer, F. Hecker, A. Hirsch, Kunststoffland NRW report 2021 (2021)
42–43.
date_created: 2021-09-10T06:40:31Z
date_updated: 2022-01-06T06:56:06Z
department:
- _id: '9'
- _id: '367'
- _id: '321'
- _id: '219'
- _id: '624'
intvolume: ' 2021'
issue: '2'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://www.kunststoffland-nrw.de/fileadmin/user_upload/NRW_report_02-2021_Druck-lowres-ds.pdf
oa: '1'
page: 42-43
publication: Kunststoffland NRW report
publication_date: 2021-09-01
publication_status: published
status: public
title: Aus der Forschung in die Anwendung - Materialqualifizierung im Kunststoff Freiformen
type: newspaper_article
user_id: '45537'
volume: 2021
year: '2021'
...
---
_id: '24534'
author:
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Jennifer
full_name: Priefer, Jennifer
id: '82872'
last_name: Priefer
citation:
ama: 'zur Heiden P, Priefer J. Transitioning to Condition-Based Maintenance on the
Distribution Grid: Deriving Design Principles from a Qualitative Study. In: Breitner
MH, Lehnhoff S, Nieße A, Staudt P, Weinhardt C, Werth O, eds. Pre-Conference
16th International Congress on Wirtschaftsinformatik at Universität Duisburg-Essen.
BIS-Verlag der Carl von Ossietzky Universität Oldenburg; 2021.'
apa: 'zur Heiden, P., & Priefer, J. (2021). Transitioning to Condition-Based
Maintenance on the Distribution Grid: Deriving Design Principles from a Qualitative
Study. In M. H. Breitner, S. Lehnhoff, A. Nieße, P. Staudt, C. Weinhardt, &
O. Werth (Eds.), Pre-Conference 16th International Congress on Wirtschaftsinformatik
at Universität Duisburg-Essen. BIS-Verlag der Carl von Ossietzky Universität
Oldenburg.'
bibtex: '@inproceedings{zur Heiden_Priefer_2021, place={Oldenburg}, title={Transitioning
to Condition-Based Maintenance on the Distribution Grid: Deriving Design Principles
from a Qualitative Study}, booktitle={Pre-Conference 16th International Congress
on Wirtschaftsinformatik at Universität Duisburg-Essen}, publisher={BIS-Verlag
der Carl von Ossietzky Universität Oldenburg}, author={zur Heiden, Philipp and
Priefer, Jennifer}, editor={Breitner, Michael H. and Lehnhoff, Sebastian and Nieße,
Astrid and Staudt, Philipp and Weinhardt, Christof and Werth, Oliver}, year={2021}
}'
chicago: 'Heiden, Philipp zur, and Jennifer Priefer. “Transitioning to Condition-Based
Maintenance on the Distribution Grid: Deriving Design Principles from a Qualitative
Study.” In Pre-Conference 16th International Congress on Wirtschaftsinformatik
at Universität Duisburg-Essen, edited by Michael H. Breitner, Sebastian Lehnhoff,
Astrid Nieße, Philipp Staudt, Christof Weinhardt, and Oliver Werth. Oldenburg:
BIS-Verlag der Carl von Ossietzky Universität Oldenburg, 2021.'
ieee: 'P. zur Heiden and J. Priefer, “Transitioning to Condition-Based Maintenance
on the Distribution Grid: Deriving Design Principles from a Qualitative Study,”
in Pre-Conference 16th International Congress on Wirtschaftsinformatik at Universität
Duisburg-Essen, Universität Duisburg-Essen, 2021.'
mla: 'zur Heiden, Philipp, and Jennifer Priefer. “Transitioning to Condition-Based
Maintenance on the Distribution Grid: Deriving Design Principles from a Qualitative
Study.” Pre-Conference 16th International Congress on Wirtschaftsinformatik
at Universität Duisburg-Essen, edited by Michael H. Breitner et al., BIS-Verlag
der Carl von Ossietzky Universität Oldenburg, 2021.'
short: 'P. zur Heiden, J. Priefer, in: M.H. Breitner, S. Lehnhoff, A. Nieße, P.
Staudt, C. Weinhardt, O. Werth (Eds.), Pre-Conference 16th International Congress
on Wirtschaftsinformatik at Universität Duisburg-Essen, BIS-Verlag der Carl von
Ossietzky Universität Oldenburg, Oldenburg, 2021.'
conference:
location: Universität Duisburg-Essen
name: 16th International Congress on Wirtschaftsinformatik
date_created: 2021-09-15T14:56:32Z
date_updated: 2022-01-06T06:56:27Z
department:
- _id: '195'
editor:
- first_name: Michael H.
full_name: Breitner, Michael H.
last_name: Breitner
- first_name: Sebastian
full_name: Lehnhoff, Sebastian
last_name: Lehnhoff
- first_name: Astrid
full_name: Nieße, Astrid
last_name: Nieße
- first_name: Philipp
full_name: Staudt, Philipp
last_name: Staudt
- first_name: Christof
full_name: Weinhardt, Christof
last_name: Weinhardt
- first_name: Oliver
full_name: Werth, Oliver
last_name: Werth
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://oops.uni-oldenburg.de/5084/1/proceedings_ow_sto_2021.pdf
oa: '1'
place: Oldenburg
publication: Pre-Conference 16th International Congress on Wirtschaftsinformatik at
Universität Duisburg-Essen
publication_status: published
publisher: BIS-Verlag der Carl von Ossietzky Universität Oldenburg
status: public
title: 'Transitioning to Condition-Based Maintenance on the Distribution Grid: Deriving
Design Principles from a Qualitative Study'
type: conference
user_id: '64394'
year: '2021'
...
---
_id: '26039'
author:
- first_name: Simon
full_name: Lahme, Simon
last_name: Lahme
- first_name: Anna
full_name: Bauer, Anna
id: '24755'
last_name: Bauer
orcid: 0000-0002-1742-3099
- first_name: Peter
full_name: Reinhold, Peter
last_name: Reinhold
citation:
ama: Lahme S, Bauer A, Reinhold P. Ansätze zur Diagnose und Förderung von Problemlösefähigkeiten
in der Studieneingangsphase Physik. Phydid B, Didaktik der Physik, Beiträge
zur DPG-Frühjahrstagung. Published online 2021:127-134.
apa: Lahme, S., Bauer, A., & Reinhold, P. (2021). Ansätze zur Diagnose und Förderung
von Problemlösefähigkeiten in der Studieneingangsphase Physik. Phydid B, Didaktik
der Physik, Beiträge zur DPG-Frühjahrstagung, 127–134.
bibtex: '@article{Lahme_Bauer_Reinhold_2021, title={Ansätze zur Diagnose und Förderung
von Problemlösefähigkeiten in der Studieneingangsphase Physik}, journal={Phydid
B, Didaktik der Physik, Beiträge zur DPG-Frühjahrstagung}, author={Lahme, Simon
and Bauer, Anna and Reinhold, Peter}, year={2021}, pages={127–134} }'
chicago: Lahme, Simon, Anna Bauer, and Peter Reinhold. “Ansätze zur Diagnose und
Förderung von Problemlösefähigkeiten in der Studieneingangsphase Physik.” Phydid
B, Didaktik der Physik, Beiträge zur DPG-Frühjahrstagung, 2021, 127–34.
ieee: S. Lahme, A. Bauer, and P. Reinhold, “Ansätze zur Diagnose und Förderung von
Problemlösefähigkeiten in der Studieneingangsphase Physik,” Phydid B, Didaktik
der Physik, Beiträge zur DPG-Frühjahrstagung, pp. 127–134, 2021.
mla: Lahme, Simon, et al. “Ansätze zur Diagnose und Förderung von Problemlösefähigkeiten
in der Studieneingangsphase Physik.” Phydid B, Didaktik der Physik, Beiträge
zur DPG-Frühjahrstagung, 2021, pp. 127–34.
short: S. Lahme, A. Bauer, P. Reinhold, Phydid B, Didaktik der Physik, Beiträge
zur DPG-Frühjahrstagung (2021) 127–134.
date_created: 2021-10-11T13:09:58Z
date_updated: 2022-01-06T06:57:15Z
department:
- _id: '299'
- _id: '651'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: http://www.phydid.de/index.php/phydid-b/article/view/1125
oa: '1'
page: 127-134
publication: Phydid B, Didaktik der Physik, Beiträge zur DPG-Frühjahrstagung
publication_status: published
status: public
title: Ansätze zur Diagnose und Förderung von Problemlösefähigkeiten in der Studieneingangsphase
Physik
type: journal_article
user_id: '24755'
year: '2021'
...
---
_id: '26718'
author:
- first_name: Pascal
full_name: Pollmeier, Pascal
id: '44191'
last_name: Pollmeier
- first_name: Sabine
full_name: Fechner, Sabine
id: '54823'
last_name: Fechner
orcid: 0000-0001-5645-5870
citation:
ama: 'Pollmeier P, Fechner S. Erweiterung des epistemologischen Verständnisses
durch Konfrontation mit anomalen Daten. In: Habig S, ed. Naturwissenschaftlicher
Unterricht und Lehrerbildung im Umbruch?. Universität Duisburg-Essen; 2021:605-608.'
apa: Pollmeier, P., & Fechner, S. (2021). Erweiterung des epistemologischen
Verständnisses durch Konfrontation mit anomalen Daten. In S. Habig (Ed.), Naturwissenschaftlicher
Unterricht und Lehrerbildung im Umbruch? (pp. 605–608). Universität Duisburg-Essen.
bibtex: '@inproceedings{Pollmeier_Fechner_2021, title={ Erweiterung des epistemologischen
Verständnisses durch Konfrontation mit anomalen Daten.}, booktitle={Naturwissenschaftlicher
Unterricht und Lehrerbildung im Umbruch?}, publisher={Universität Duisburg-Essen},
author={Pollmeier, Pascal and Fechner, Sabine}, editor={Habig, Sebastian}, year={2021},
pages={605–608} }'
chicago: Pollmeier, Pascal, and Sabine Fechner. “ Erweiterung des epistemologischen
Verständnisses durch Konfrontation mit anomalen Daten.” In Naturwissenschaftlicher
Unterricht und Lehrerbildung im Umbruch?, edited by Sebastian Habig, 605–8.
Universität Duisburg-Essen, 2021.
ieee: P. Pollmeier and S. Fechner, “ Erweiterung des epistemologischen Verständnisses
durch Konfrontation mit anomalen Daten.,” in Naturwissenschaftlicher Unterricht
und Lehrerbildung im Umbruch?, virtuell, 2021, pp. 605–608.
mla: Pollmeier, Pascal, and Sabine Fechner. “ Erweiterung des epistemologischen
Verständnisses durch Konfrontation mit anomalen Daten.” Naturwissenschaftlicher
Unterricht und Lehrerbildung im Umbruch?, edited by Sebastian Habig, Universität
Duisburg-Essen, 2021, pp. 605–08.
short: 'P. Pollmeier, S. Fechner, in: S. Habig (Ed.), Naturwissenschaftlicher Unterricht
und Lehrerbildung im Umbruch?, Universität Duisburg-Essen, 2021, pp. 605–608.'
conference:
end_date: 2020-09-17
location: virtuell
name: Jahreskonferenz Gesellschaft für Didaktik der Chemie und Physik
start_date: 2020-09-14
date_created: 2021-10-22T06:22:43Z
date_updated: 2022-01-06T06:57:26Z
department:
- _id: '386'
editor:
- first_name: Sebastian
full_name: Habig, Sebastian
last_name: Habig
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://www.gdcp-ev.de/wp-content/tb2021/TB2021_605_Pollmeier.pdf
oa: '1'
page: 605-608
publication: Naturwissenschaftlicher Unterricht und Lehrerbildung im Umbruch?
publication_status: published
publisher: Universität Duisburg-Essen
status: public
title: ' Erweiterung des epistemologischen Verständnisses durch Konfrontation mit
anomalen Daten.'
type: conference
user_id: '54823'
year: '2021'
...
---
_id: '26746'
abstract:
- lang: eng
text: "Previous research in proof-carrying hardware has established the feasibility
and utility of the approach, and provided a concrete solution for employing it
for the certification of functional equivalence checking against a specification,
but fell short in connecting it to state-of-the-art formal verification insights,
methods and tools. Due to the immense complexity of modern circuits, and verification
challenges such as the state explosion problem for sequential circuits, this restriction
of readily-available verification solutions severely limited the applicability
of the approach in wider contexts.\r\n\r\nThis thesis closes the gap between the
PCH approach and current advances in formal hardware verification, provides methods
and tools to express and certify a wide range of circuit properties, both functional
and non-functional, and presents for the first time prototypes in which circuits
that are implemented on actual reconfigurable hardware are verified with PCH methods.
Using these results, designers can now apply PCH to establish trust in more complex
circuits, by using more diverse properties which they can express using modern,
efficient property specification techniques."
- lang: ger
text: "Die bisherige Forschung zu Proof-Carrying Hardware (PCH) hat dessen Machbarkeit
und Nützlichkeit gezeigt und einen Ansatz zur Zertifizierung der funktionalen
Äquivalenz zu einer Spezifikation geliefert, jedoch ohne PCH mit aktuellen Erkenntnissen,
Methoden oder Werkzeugen formaler Hardwareverifikation zu verknüpfen. Aufgrund
der Komplexität moderner Schaltungen und Verifikationsherausforderungen wie der
Zustandsexplosion bei sequentiellen Schaltungen, limitiert diese Einschränkung
sofort verfügbarer Verifikationslösungen die Anwendbarkeit des Ansatzes in einem
größeren Kontext signifikant.\r\n\r\nDiese Dissertation schließt die Lücke zwischen
PCH und modernen Entwicklungen in der Schaltungsverifikation und stellt Methoden
und Werkzeuge zur Verfügung, welche die Zertifizierung einer großen Bandbreite
von Schaltungseigenschaften ermöglicht; sowohl funktionale, als auch nicht-funktionale.
Überdies werden erstmals Prototypen vorgestellt in welchen Schaltungen mittels
PCH verifiziert werden, die auf tatsächlicher rekonfigurierbarer Hardware realisiert
sind. Dank dieser Ergebnisse können Entwickler PCH zur Herstellung von Vertrauen
in weit komplexere Schaltungen verwenden, unter Zuhilfenahme einer größeren Vielfalt
von Eigenschaften, welche durch moderne, effiziente Spezifikationstechniken ausgedrückt
werden können."
author:
- first_name: Tobias
full_name: Wiersema, Tobias
id: '3118'
last_name: Wiersema
citation:
ama: Wiersema T. Guaranteeing Properties of Reconfigurable Hardware Circuits
with Proof-Carrying Hardware. Paderborn University; 2021.
apa: Wiersema, T. (2021). Guaranteeing Properties of Reconfigurable Hardware
Circuits with Proof-Carrying Hardware. Paderborn University.
bibtex: '@book{Wiersema_2021, place={Paderborn}, title={Guaranteeing Properties
of Reconfigurable Hardware Circuits with Proof-Carrying Hardware}, publisher={Paderborn
University}, author={Wiersema, Tobias}, year={2021} }'
chicago: 'Wiersema, Tobias. Guaranteeing Properties of Reconfigurable Hardware
Circuits with Proof-Carrying Hardware. Paderborn: Paderborn University, 2021.'
ieee: 'T. Wiersema, Guaranteeing Properties of Reconfigurable Hardware Circuits
with Proof-Carrying Hardware. Paderborn: Paderborn University, 2021.'
mla: Wiersema, Tobias. Guaranteeing Properties of Reconfigurable Hardware Circuits
with Proof-Carrying Hardware. Paderborn University, 2021.
short: T. Wiersema, Guaranteeing Properties of Reconfigurable Hardware Circuits
with Proof-Carrying Hardware, Paderborn University, Paderborn, 2021.
date_created: 2021-10-25T06:35:41Z
date_updated: 2022-01-06T06:57:26Z
ddc:
- '006'
department:
- _id: '78'
keyword:
- Proof-Carrying Hardware
- Formal Verification
- Sequential Circuits
- Non-Functional Properties
- Functional Properties
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://nbn-resolving.de/urn:nbn:de:hbz:466:2-39800
oa: '1'
page: '293'
place: Paderborn
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '12'
name: SFB 901 - Subproject B4
publication_status: published
publisher: Paderborn University
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
title: Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying
Hardware
type: dissertation
user_id: '3118'
year: '2021'
...
---
_id: '28989'
author:
- first_name: Mike
full_name: Bothe, Mike
id: '72973'
last_name: Bothe
- first_name: Nicole
full_name: Lutters, Nicole
id: '22006'
last_name: Lutters
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: Bothe M, Lutters N, Kenig E. Examination of hazardous situations in industrial
closed-loop processes using dynamic simulations. Chemical Engineering Transactions.
Published online 2021. doi:10.3303/CET2188117
apa: Bothe, M., Lutters, N., & Kenig, E. (2021). Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations. Chemical Engineering
Transactions. https://doi.org/10.3303/CET2188117
bibtex: '@article{Bothe_Lutters_Kenig_2021, title={Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations}, DOI={10.3303/CET2188117},
journal={Chemical Engineering Transactions}, author={Bothe, Mike and Lutters,
Nicole and Kenig, Eugeny}, year={2021} }'
chicago: Bothe, Mike, Nicole Lutters, and Eugeny Kenig. “Examination of Hazardous
Situations in Industrial Closed-Loop Processes Using Dynamic Simulations.” Chemical
Engineering Transactions, 2021. https://doi.org/10.3303/CET2188117.
ieee: 'M. Bothe, N. Lutters, and E. Kenig, “Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations,” Chemical Engineering
Transactions, 2021, doi: 10.3303/CET2188117.'
mla: Bothe, Mike, et al. “Examination of Hazardous Situations in Industrial Closed-Loop
Processes Using Dynamic Simulations.” Chemical Engineering Transactions,
2021, doi:10.3303/CET2188117.
short: M. Bothe, N. Lutters, E. Kenig, Chemical Engineering Transactions (2021).
date_created: 2021-12-15T16:34:44Z
date_updated: 2022-01-06T06:58:43Z
ddc:
- '660'
department:
- _id: '9'
- _id: '145'
doi: 10.3303/CET2188117
file:
- access_level: open_access
content_type: application/pdf
creator: bothem
date_created: 2021-12-15T16:34:36Z
date_updated: 2021-12-15T16:34:36Z
file_id: '28990'
file_name: 21_CET_Bothe.pdf
file_size: 1098939
relation: main_file
file_date_updated: 2021-12-15T16:34:36Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: Chemical Engineering Transactions
status: public
title: Examination of hazardous situations in industrial closed-loop processes using
dynamic simulations
type: journal_article
user_id: '72973'
year: '2021'
...
---
_id: '29057'
author:
- first_name: Jelena
full_name: Eberbach, Jelena
last_name: Eberbach
- first_name: Caren
full_name: Sureth-Sloane, Caren
id: '530'
last_name: Sureth-Sloane
- first_name: Marliese
full_name: Uhrig-Homburg, Marliese
last_name: Uhrig-Homburg
citation:
ama: Eberbach J, Sureth-Sloane C, Uhrig-Homburg M. Option Implied Tax Rate Expectations.
Working Paper; 2021.
apa: Eberbach, J., Sureth-Sloane, C., & Uhrig-Homburg, M. (2021). Option
Implied Tax Rate Expectations. Working Paper.
bibtex: '@book{Eberbach_Sureth-Sloane_Uhrig-Homburg_2021, title={Option Implied
Tax Rate Expectations}, publisher={Working Paper}, author={Eberbach, Jelena and
Sureth-Sloane, Caren and Uhrig-Homburg, Marliese}, year={2021} }'
chicago: Eberbach, Jelena, Caren Sureth-Sloane, and Marliese Uhrig-Homburg. Option
Implied Tax Rate Expectations. Working Paper, 2021.
ieee: J. Eberbach, C. Sureth-Sloane, and M. Uhrig-Homburg, Option Implied Tax
Rate Expectations. Working Paper, 2021.
mla: Eberbach, Jelena, et al. Option Implied Tax Rate Expectations. Working
Paper, 2021.
short: J. Eberbach, C. Sureth-Sloane, M. Uhrig-Homburg, Option Implied Tax Rate
Expectations, Working Paper, 2021.
date_created: 2021-12-20T09:24:50Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '187'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://derivate.fbv.kit.edu/download/Eberbach_Sureth-Sloane_Uhrig-Homburg_2021.pdf
oa: '1'
publication_status: published
publisher: Working Paper
status: public
title: Option Implied Tax Rate Expectations
type: working_paper
user_id: '68607'
year: '2021'
...
---
_id: '27045'
abstract:
- lang: eng
text: 'Due to the lack of established real-world benchmark suites for static taint
analyses of Android applications, evaluations of these analyses are often restricted
and hard to compare. Even in evaluations that do use real-world apps, details
about the ground truth in those apps are rarely documented, which makes it difficult
to compare and reproduce the results. To push Android taint analysis research
forward, this paper thus recommends criteria for constructing real-world benchmark
suites for this specific domain, and presents TaintBench, the first real-world
malware benchmark suite with documented taint flows. TaintBench benchmark apps
include taint flows with complex structures, and addresses static challenges that
are commonly agreed on by the community. Together with the TaintBench suite, we
introduce the TaintBench framework, whose goal is to simplify real-world benchmarking
of Android taint analyses. First, a usability test shows that the framework improves
experts’ performance and perceived usability when documenting and inspecting taint
flows. Second, experiments using TaintBench reveal new insights for the taint
analysis tools Amandroid and FlowDroid: (i) They are less effective on real-world
malware apps than on synthetic benchmark apps. (ii) Predefined lists of sources
and sinks heavily impact the tools’ accuracy. (iii) Surprisingly, up-to-date versions
of both tools are less accurate than their predecessors.'
author:
- first_name: Linghui
full_name: Luo, Linghui
last_name: Luo
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
- first_name: Goran
full_name: Piskachev, Goran
id: '41936'
last_name: Piskachev
orcid: 0000-0003-4424-5838
- first_name: Manuel
full_name: Benz, Manuel
last_name: Benz
- first_name: Ivan
full_name: Pashchenko, Ivan
last_name: Pashchenko
- first_name: Martin
full_name: Mory, Martin
id: '65667'
last_name: Mory
orcid: 0000-0001-5609-0031
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
- first_name: Ben
full_name: Hermann, Ben
id: '66173'
last_name: Hermann
orcid: 0000-0001-9848-2017
- first_name: Fabio
full_name: Massacci, Fabio
last_name: Massacci
citation:
ama: 'Luo L, Pauck F, Piskachev G, et al. TaintBench: Automatic real-world malware
benchmarking of Android taint analyses. Empirical Software Engineering.
Published online 2021. doi:10.1007/s10664-021-10013-5'
apa: 'Luo, L., Pauck, F., Piskachev, G., Benz, M., Pashchenko, I., Mory, M., Bodden,
E., Hermann, B., & Massacci, F. (2021). TaintBench: Automatic real-world malware
benchmarking of Android taint analyses. Empirical Software Engineering.
https://doi.org/10.1007/s10664-021-10013-5'
bibtex: '@article{Luo_Pauck_Piskachev_Benz_Pashchenko_Mory_Bodden_Hermann_Massacci_2021,
title={TaintBench: Automatic real-world malware benchmarking of Android taint
analyses}, DOI={10.1007/s10664-021-10013-5},
journal={Empirical Software Engineering}, author={Luo, Linghui and Pauck, Felix
and Piskachev, Goran and Benz, Manuel and Pashchenko, Ivan and Mory, Martin and
Bodden, Eric and Hermann, Ben and Massacci, Fabio}, year={2021} }'
chicago: 'Luo, Linghui, Felix Pauck, Goran Piskachev, Manuel Benz, Ivan Pashchenko,
Martin Mory, Eric Bodden, Ben Hermann, and Fabio Massacci. “TaintBench: Automatic
Real-World Malware Benchmarking of Android Taint Analyses.” Empirical Software
Engineering, 2021. https://doi.org/10.1007/s10664-021-10013-5.'
ieee: 'L. Luo et al., “TaintBench: Automatic real-world malware benchmarking
of Android taint analyses,” Empirical Software Engineering, 2021, doi:
10.1007/s10664-021-10013-5.'
mla: 'Luo, Linghui, et al. “TaintBench: Automatic Real-World Malware Benchmarking
of Android Taint Analyses.” Empirical Software Engineering, 2021, doi:10.1007/s10664-021-10013-5.'
short: L. Luo, F. Pauck, G. Piskachev, M. Benz, I. Pashchenko, M. Mory, E. Bodden,
B. Hermann, F. Massacci, Empirical Software Engineering (2021).
date_created: 2021-11-02T05:13:49Z
date_updated: 2022-01-06T06:57:32Z
ddc:
- '000'
department:
- _id: '77'
- _id: '76'
doi: 10.1007/s10664-021-10013-5
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s10664-021-10013-5.pdf
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '12'
name: SFB 901 - Subproject B4
publication: Empirical Software Engineering
publication_identifier:
issn:
- 1382-3256
- 1573-7616
publication_status: published
status: public
title: 'TaintBench: Automatic real-world malware benchmarking of Android taint analyses'
type: journal_article
user_id: '15249'
year: '2021'
...
---
_id: '27847'
alternative_title:
- Über die Bestimmung der Festigkeit der Klebeschicht in mehrschichtigen Materialien
durch Untersuchung des modalen Abstands von geführten elastischen Wellen
author:
- first_name: Yevgeniya
full_name: Lugovtsova, Yevgeniya
last_name: Lugovtsova
- first_name: Henning
full_name: Zeipert, Henning
id: '32580'
last_name: Zeipert
- first_name: Sarah
full_name: Johannesmann, Sarah
id: '29190'
last_name: Johannesmann
- first_name: Marcel
full_name: Nicolai, Marcel
last_name: Nicolai
- first_name: Jens
full_name: Prager, Jens
last_name: Prager
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: 'Lugovtsova Y, Zeipert H, Johannesmann S, Nicolai M, Prager J, Henning B. К
ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ
ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН. In: МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ
В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция. ; 2021.'
apa: Lugovtsova, Y., Zeipert, H., Johannesmann, S., Nicolai, M., Prager, J., &
Henning, B. (2021). К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ
МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН. МАТЕМАТИЧЕСКОЕ
МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция.
МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция,
Perm.
bibtex: '@inproceedings{Lugovtsova_Zeipert_Johannesmann_Nicolai_Prager_Henning_2021,
place={Perm}, title={К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ
МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН}, booktitle={МАТЕМАТИЧЕСКОЕ
МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция}, author={Lugovtsova,
Yevgeniya and Zeipert, Henning and Johannesmann, Sarah and Nicolai, Marcel and
Prager, Jens and Henning, Bernd}, year={2021} }'
chicago: Lugovtsova, Yevgeniya, Henning Zeipert, Sarah Johannesmann, Marcel Nicolai,
Jens Prager, and Bernd Henning. “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В
МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ
ВОЛН.” In МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская
Школа-Конференция. Perm, 2021.
ieee: Y. Lugovtsova, H. Zeipert, S. Johannesmann, M. Nicolai, J. Prager, and B.
Henning, “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ
ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН,” presented at
the МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция,
Perm, 2021.
mla: Lugovtsova, Yevgeniya, et al. “К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ
В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ
ВОЛН.” МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская
Школа-Конференция, 2021.
short: 'Y. Lugovtsova, H. Zeipert, S. Johannesmann, M. Nicolai, J. Prager, B. Henning,
in: МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская Школа-Конференция,
Perm, 2021.'
conference:
end_date: 2021-10-09
location: Perm
name: МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская школа-конференция
start_date: 2021-10-06
date_created: 2021-11-25T14:58:13Z
date_updated: 2022-01-06T06:57:47Z
ddc:
- '620'
department:
- _id: '49'
file:
- access_level: open_access
content_type: application/pdf
creator: leanderc
date_created: 2021-11-25T14:57:25Z
date_updated: 2021-11-26T07:53:21Z
file_id: '27848'
file_name: Paper - Mode Repulsion - 2021 MMEN (Perm).pdf
file_size: 450749
relation: main_file
file_date_updated: 2021-11-26T07:53:21Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Perm
project:
- _id: '105'
grant_number: '449607253'
name: Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen
publication: МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ В ЕСТЕСТВЕННЫХ НАУКАХ - XXX Всероссийская
школа-конференция
status: public
title: К ОПРЕДЕЛЕНИЮ ПРОЧНОСТИ КЛЕЕВОГО СОЕДИНЕНИЯ В МНОГОСЛОЙНЫХ МАТЕРИАЛАХ ПУТЕМ
ИССЛЕДОВАНИЯ ОБЛАСТЕЙ РАСТАЛКИВАНИЯ БЕГУЩИХ УПРУГИХ ВОЛН
type: conference
user_id: '11829'
year: '2021'
...
---
_id: '27881'
abstract:
- lang: eng
text: ZusammenfassungLehrkräftekooperation wird
generell eine positive Bedeutung in Bezug auf Schul- und Unterrichtsentwicklung
zugeschrieben. Dabei sind empirische Belege für eine positive Wirksamkeit nach
wie vor kaum vorhanden, es gibt sogar Befunde zu ‚negativen‘ Konsequenzen von
Lehrkräftekooperation. Um diese Widersprüchlichkeit zu klären, wurde in der vorliegenden
Arbeit Kooperation nicht als Instrument bzw. als Technik betrachtet, sondern als
soziale Praxis verstanden, in der eigenlogisches, kollektiv-implizites Wissen
(re)produziert wird (Community of Practice). Parallel dazu wurde ein praxeologisches
Kompetenzverständnis (Praxiskompetenz) eingeführt, das wesentlich auf die Praxeologie
Pierre Bourdieus zurückgeht und den Zusammenhang zwischen Lehrkräftekooperation
als Community of Practice und kollektiv strukturierter, individueller Kompetenz
theoretisch verdeutlicht. Die empirischen Befunde, welche mittels der Dokumentarischen
Methode generiert wurden, verweisen auf die Bedeutung unterschiedlicher Relationslogiken
(Nicht-Passung, Entfaltung, Herausforderung) für das ‚Lernen‘ von oder innerhalb
von Praxiskompetenz(en) und damit auch auf die Wichtigkeit einer grundlegend kollektiv
gerahmten Perspektive auf Lehrkräftekooperation. Vor diesem Hintergrund ist ein
allzu positiver Blick auf Lehrkräftekooperationsprozesse kritisch zu betrachten.
article_type: review
author:
- first_name: Thiemo
full_name: Bloh, Thiemo
last_name: Bloh
citation:
ama: Bloh T. Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften.
Zeitschrift für Bildungsforschung. Published online 2021. doi:10.1007/s35834-021-00328-0
apa: Bloh, T. (2021). Entwicklung von Praxiskompetenz durch Kooperationsprozesse
von Lehrkräften. Zeitschrift für Bildungsforschung. https://doi.org/10.1007/s35834-021-00328-0
bibtex: '@article{Bloh_2021, title={Entwicklung von Praxiskompetenz durch Kooperationsprozesse
von Lehrkräften}, DOI={10.1007/s35834-021-00328-0},
journal={Zeitschrift für Bildungsforschung}, author={Bloh, Thiemo}, year={2021}
}'
chicago: Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse
von Lehrkräften.” Zeitschrift für Bildungsforschung, 2021. https://doi.org/10.1007/s35834-021-00328-0.
ieee: 'T. Bloh, “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von
Lehrkräften,” Zeitschrift für Bildungsforschung, 2021, doi: 10.1007/s35834-021-00328-0.'
mla: Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von
Lehrkräften.” Zeitschrift für Bildungsforschung, 2021, doi:10.1007/s35834-021-00328-0.
short: T. Bloh, Zeitschrift für Bildungsforschung (2021).
date_created: 2021-11-25T18:09:52Z
date_updated: 2022-01-06T06:57:47Z
doi: 10.1007/s35834-021-00328-0
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
publication: Zeitschrift für Bildungsforschung
publication_identifier:
issn:
- 2190-6890
- 2190-6904
publication_status: published
quality_controlled: '1'
status: public
title: Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften
type: journal_article
user_id: '69383'
year: '2021'
...
---
_id: '21065'
abstract:
- lang: eng
text: The machine recognition of speech spoken at a distance from the microphones,
known as far-field automatic speech recognition (ASR), has received a significant
increase of attention in science and industry, which caused or was caused by an
equally significant improvement in recognition accuracy. Meanwhile it has entered
the consumer market with digital home assistants with a spoken language interface
being its most prominent application. Speech recorded at a distance is affected
by various acoustic distortions and, consequently, quite different processing
pipelines have emerged compared to ASR for close-talk speech. A signal enhancement
front-end for dereverberation, source separation and acoustic beamforming is employed
to clean up the speech, and the back-end ASR engine is robustified by multi-condition
training and adaptation. We will also describe the so-called end-to-end approach
to ASR, which is a new promising architecture that has recently been extended
to the far-field scenario. This tutorial article gives an account of the algorithms
used to enable accurate speech recognition from a distance, and it will be seen
that, although deep learning has a significant share in the technological breakthroughs,
a clever combination with traditional signal processing can lead to surprisingly
effective solutions.
author:
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
- first_name: Jahn
full_name: Heymann, Jahn
last_name: Heymann
- first_name: Lukas
full_name: Drude, Lukas
last_name: Drude
- first_name: Shinji
full_name: Watanabe, Shinji
last_name: Watanabe
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
citation:
ama: Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field
Automatic Speech Recognition. Proceedings of the IEEE. 2021;109(2):124-148.
doi:10.1109/JPROC.2020.3018668
apa: Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., &
Nakatani, T. (2021). Far-Field Automatic Speech Recognition. Proceedings of
the IEEE, 109(2), 124–148. https://doi.org/10.1109/JPROC.2020.3018668
bibtex: '@article{Haeb-Umbach_Heymann_Drude_Watanabe_Delcroix_Nakatani_2021, title={Far-Field
Automatic Speech Recognition}, volume={109}, DOI={10.1109/JPROC.2020.3018668},
number={2}, journal={Proceedings of the IEEE}, author={Haeb-Umbach, Reinhold and
Heymann, Jahn and Drude, Lukas and Watanabe, Shinji and Delcroix, Marc and Nakatani,
Tomohiro}, year={2021}, pages={124–148} }'
chicago: 'Haeb-Umbach, Reinhold, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc
Delcroix, and Tomohiro Nakatani. “Far-Field Automatic Speech Recognition.” Proceedings
of the IEEE 109, no. 2 (2021): 124–48. https://doi.org/10.1109/JPROC.2020.3018668.'
ieee: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, and T. Nakatani,
“Far-Field Automatic Speech Recognition,” Proceedings of the IEEE, vol.
109, no. 2, pp. 124–148, 2021.
mla: Haeb-Umbach, Reinhold, et al. “Far-Field Automatic Speech Recognition.” Proceedings
of the IEEE, vol. 109, no. 2, 2021, pp. 124–48, doi:10.1109/JPROC.2020.3018668.
short: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani,
Proceedings of the IEEE 109 (2021) 124–148.
date_created: 2021-01-25T08:15:27Z
date_updated: 2022-01-06T06:54:44Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.1109/JPROC.2020.3018668
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2021-01-25T08:17:23Z
date_updated: 2021-01-25T08:17:23Z
file_id: '21066'
file_name: proceedings_2021_haebumbach_Paper.pdf
file_size: 4173988
relation: main_file
file_date_updated: 2021-01-25T08:17:23Z
has_accepted_license: '1'
intvolume: ' 109'
issue: '2'
language:
- iso: eng
oa: '1'
page: 124-148
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the IEEE
status: public
title: Far-Field Automatic Speech Recognition
type: journal_article
user_id: '59789'
volume: 109
year: '2021'
...
---
_id: '21204'
author:
- first_name: Jan-Peter
full_name: Kucklick, Jan-Peter
id: '77066'
last_name: Kucklick
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
citation:
ama: 'Kucklick J-P, Müller O. A Comparison of Multi-View Learning Strategies for
Satellite Image-based Real Estate Appraisal. In: The AAAI-21 Workshop on Knowledge
Discovery from Unstructured Data in Financial Services. ; 2021.'
apa: Kucklick, J.-P., & Müller, O. (2021). A Comparison of Multi-View Learning
Strategies for Satellite Image-based Real Estate Appraisal. In The AAAI-21
Workshop on Knowledge Discovery from Unstructured Data in Financial Services.
bibtex: '@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View
Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={
The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial
Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }'
chicago: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
Strategies for Satellite Image-Based Real Estate Appraisal.” In The AAAI-21
Workshop on Knowledge Discovery from Unstructured Data in Financial Services,
2021.
ieee: J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies
for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop
on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
mla: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
Strategies for Satellite Image-Based Real Estate Appraisal.” The AAAI-21 Workshop
on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
short: 'J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery
from Unstructured Data in Financial Services, 2021.'
conference:
name: The Thirty-Fifth AAAI Conference on Artificial Intelligence
date_created: 2021-02-10T10:05:32Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '196'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aaai-kdf.github.io/kdf2021/assets/pdfs/KDF_21_paper_12.pdf
oa: '1'
publication: ' The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data
in Financial Services'
status: public
title: A Comparison of Multi-View Learning Strategies for Satellite Image-based Real
Estate Appraisal
type: conference
user_id: '71922'
year: '2021'
...
---
_id: '21337'
abstract:
- lang: eng
text: "We present a flexible trust region descend algorithm for unconstrained and\r\nconvexly
constrained multiobjective optimization problems. It is targeted at\r\nheterogeneous
and expensive problems, i.e., problems that have at least one\r\nobjective function
that is computationally expensive. The method is\r\nderivative-free in the sense
that neither need derivative information be\r\navailable for the expensive objectives
nor are gradients approximated using\r\nrepeated function evaluations as is the
case in finite-difference methods.\r\nInstead, a multiobjective trust region approach
is used that works similarly to\r\nits well-known scalar pendants. Local surrogate
models constructed from\r\nevaluation data of the true objective functions are
employed to compute\r\npossible descent directions. In contrast to existing multiobjective
trust\r\nregion algorithms, these surrogates are not polynomial but carefully\r\nconstructed
radial basis function networks. This has the important advantage\r\nthat the number
of data points scales linearly with the parameter space\r\ndimension. The local
models qualify as fully linear and the corresponding\r\ngeneral scalar framework
is adapted for problems with multiple objectives.\r\nConvergence to Pareto critical
points is proven and numerical examples\r\nillustrate our findings."
article_number: '31'
author:
- first_name: Manuel Bastian
full_name: Berkemeier, Manuel Bastian
id: '51701'
last_name: Berkemeier
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Berkemeier MB, Peitz S. Derivative-Free Multiobjective Trust Region Descent
Method Using Radial Basis Function Surrogate Models. Mathematical and Computational
Applications. 2021;26(2). doi:10.3390/mca26020031
apa: Berkemeier, M. B., & Peitz, S. (2021). Derivative-Free Multiobjective Trust
Region Descent Method Using Radial Basis Function Surrogate Models. Mathematical
and Computational Applications, 26(2). https://doi.org/10.3390/mca26020031
bibtex: '@article{Berkemeier_Peitz_2021, title={Derivative-Free Multiobjective Trust
Region Descent Method Using Radial Basis Function Surrogate Models}, volume={26},
DOI={10.3390/mca26020031}, number={231},
journal={Mathematical and Computational Applications}, author={Berkemeier, Manuel
Bastian and Peitz, Sebastian}, year={2021} }'
chicago: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Derivative-Free Multiobjective
Trust Region Descent Method Using Radial Basis Function Surrogate Models.” Mathematical
and Computational Applications 26, no. 2 (2021). https://doi.org/10.3390/mca26020031.
ieee: M. B. Berkemeier and S. Peitz, “Derivative-Free Multiobjective Trust Region
Descent Method Using Radial Basis Function Surrogate Models,” Mathematical
and Computational Applications, vol. 26, no. 2, 2021.
mla: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Derivative-Free Multiobjective
Trust Region Descent Method Using Radial Basis Function Surrogate Models.” Mathematical
and Computational Applications, vol. 26, no. 2, 31, 2021, doi:10.3390/mca26020031.
short: M.B. Berkemeier, S. Peitz, Mathematical and Computational Applications 26
(2021).
date_created: 2021-03-01T10:46:48Z
date_updated: 2022-01-06T06:54:55Z
department:
- _id: '101'
- _id: '655'
doi: 10.3390/mca26020031
intvolume: ' 26'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/2297-8747/26/2/31/pdf
oa: '1'
publication: Mathematical and Computational Applications
publication_identifier:
eissn:
- 2297-8747
publication_status: published
status: public
title: Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis
Function Surrogate Models
type: journal_article
user_id: '47427'
volume: 26
year: '2021'
...
---
_id: '21543'
abstract:
- lang: eng
text: "Services often consist of multiple chained components such as microservices
in a service mesh, or machine learning functions in a pipeline. Providing these
services requires online coordination including scaling the service, placing instance
of all components in the network, scheduling traffic to these instances, and routing
traffic through the network. Optimized service coordination is still a hard problem
due to many influencing factors such as rapidly arriving user demands and limited
node and link capacity. Existing approaches to solve the problem are often built
on rigid models and assumptions, tailored to specific scenarios. If the scenario
changes and the assumptions no longer hold, they easily break and require manual
adjustments by experts. Novel self-learning approaches using deep reinforcement
learning (DRL) are promising but still have limitations as they only address simplified
versions of the problem and are typically centralized and thus do not scale to
practical large-scale networks.\r\n\r\nTo address these issues, we propose a distributed
self-learning service coordination approach using DRL. After centralized training,
we deploy a distributed DRL agent at each node in the network, making fast coordination
decisions locally in parallel with the other nodes. Each agent only observes its
direct neighbors and does not need global knowledge. Hence, our approach scales
independently from the size of the network. In our extensive evaluation using
real-world network topologies and traffic traces, we show that our proposed approach
outperforms a state-of-the-art conventional heuristic as well as a centralized
DRL approach (60% higher throughput on average) while requiring less time per
online decision (1 ms)."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Haydar
full_name: Qarawlus, Haydar
last_name: Qarawlus
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Schneider SB, Qarawlus H, Karl H. Distributed Online Service Coordination
Using Deep Reinforcement Learning. In: IEEE International Conference on Distributed
Computing Systems (ICDCS). IEEE; 2021.'
apa: 'Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online
Service Coordination Using Deep Reinforcement Learning. In IEEE International
Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA:
IEEE.'
bibtex: '@inproceedings{Schneider_Qarawlus_Karl_2021, title={Distributed Online
Service Coordination Using Deep Reinforcement Learning}, booktitle={IEEE International
Conference on Distributed Computing Systems (ICDCS)}, publisher={IEEE}, author={Schneider,
Stefan Balthasar and Qarawlus, Haydar and Karl, Holger}, year={2021} }'
chicago: Schneider, Stefan Balthasar, Haydar Qarawlus, and Holger Karl. “Distributed
Online Service Coordination Using Deep Reinforcement Learning.” In IEEE International
Conference on Distributed Computing Systems (ICDCS). IEEE, 2021.
ieee: S. B. Schneider, H. Qarawlus, and H. Karl, “Distributed Online Service Coordination
Using Deep Reinforcement Learning,” in IEEE International Conference on Distributed
Computing Systems (ICDCS), Washington, DC, USA, 2021.
mla: Schneider, Stefan Balthasar, et al. “Distributed Online Service Coordination
Using Deep Reinforcement Learning.” IEEE International Conference on Distributed
Computing Systems (ICDCS), IEEE, 2021.
short: 'S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference
on Distributed Computing Systems (ICDCS), IEEE, 2021.'
conference:
location: Washington, DC, USA
name: IEEE International Conference on Distributed Computing Systems (ICDCS)
date_created: 2021-03-18T17:15:47Z
date_updated: 2022-01-06T06:55:04Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2021-03-18T17:12:56Z
date_updated: 2021-03-18T17:12:56Z
file_id: '21544'
file_name: public_author_version.pdf
file_size: 606321
relation: main_file
title: Distributed Online Service Coordination Using Deep Reinforcement Learning
file_date_updated: 2021-03-18T17:12:56Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- reinforcement learning
- distributed
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: IEEE International Conference on Distributed Computing Systems (ICDCS)
publisher: IEEE
related_material:
link:
- relation: software
url: https://github.com/ RealVNF/distributed-drl-coordination
status: public
title: Distributed Online Service Coordination Using Deep Reinforcement Learning
type: conference
user_id: '35343'
year: '2021'
...
---
_id: '21569'
abstract:
- lang: eng
text: Die kontinuierliche Weiterentwicklung des eigenen Geschäftsmodells ist für
eine Organisation von entscheidender Bedeutung, um wettbewerbsfähig und somit
nachhaltig erfolgreich zu bleiben. Während für die Entwicklung neuer Geschäftsmodelle
häufig Workshops und einfache Software-Tools zur Visualisierung genutzt werden,
wurden in der Forschung bereits erste Ansätze von datengetriebener Geschäftsmodellentwicklung
(GME) vorgestellt. Diese Ansätze nutzen dabei Daten, Informationen oder auch Wissen
aus internen und externen Unternehmensquellen, um den GME-Prozess zu unterstützen.
Innerhalb dieses Beitrags zeigen wir einige Ansätze aus der aktuellen Literatur
und analysieren wie ihre Datennutzung den GME-Prozess unterstützt. Weiterhin stellen
wir mit dem BMDL Feature Modeler ein Tool vor, welches den GME-Prozess mit Expertenwissen
unterstützt.
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Gottschalk S, Yigitbas E. Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung. Vol 1. Gesellschaft
für Informatik; 2021.'
apa: 'Gottschalk, S., & Yigitbas, E. (2021). Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung
(Vol. 1). Gesellschaft für Informatik.'
bibtex: '@book{Gottschalk_Yigitbas_2021, series={WI-MAW-Rundbrief}, title={Von datenbasierter
zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools
und deren Datennutzung}, volume={1}, publisher={Gesellschaft für Informatik},
author={Gottschalk, Sebastian and Yigitbas, Enes}, year={2021}, collection={WI-MAW-Rundbrief}
}'
chicago: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1. WI-MAW-Rundbrief. Gesellschaft für Informatik, 2021.'
ieee: 'S. Gottschalk and E. Yigitbas, Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung,
vol. 1. Gesellschaft für Informatik, 2021.'
mla: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1, Gesellschaft für Informatik, 2021.'
short: 'S. Gottschalk, E. Yigitbas, Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung, Gesellschaft für Informatik,
2021.'
date_created: 2021-03-25T10:02:18Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '66'
- _id: '534'
intvolume: ' 1'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://fa-wi-maw.gi.de/fileadmin/FA/WI-MAW/Rundbriefe/3037624_GI_45_Rundbrief_JG27.pdf
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication_identifier:
unknown:
- 1610-5753
publisher: Gesellschaft für Informatik
series_title: WI-MAW-Rundbrief
status: public
title: 'Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick
über Software-Tools und deren Datennutzung'
type: report
user_id: '47208'
volume: 1
year: '2021'
...
---
_id: '21601'
abstract:
- lang: eng
text: The invention describes a distributed merchandise management system, in which
the client, retailer and the manufacturer are linked by a network. This is implemented
by a cloud storage (105), the cloud storage (105) comprising a means (105 a) for
storing data, a means for receiving first data from a first network node (110),
the first data being associated with a physical object, a means for receiving
request data from a second network node (120), a means for receiving second data
from a third network node (130), the second data being associated with the first
data and comprising at least one data piece adapted to change the first data depending
on the received request data, a means for changing the first data based at least
in part on the second data and the request data, and a means for sending a changed
portion of the first data from the cloud storage (105) to the first network node
(110).
application_date: 2019-04-12
application_number: 17050,078
author:
- first_name: Thomas
full_name: Göllner, Thomas
last_name: Göllner
- first_name: Jan-Hendrik
full_name: Schwarz, Jan-Hendrik
last_name: Schwarz
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Stefan
full_name: Sauer, Stefan
id: '447'
last_name: Sauer
citation:
ama: Göllner T, Schwarz J-H, Gottschalk S, Sauer S. Distributed merchandise management
system. 2021.
apa: Göllner, T., Schwarz, J.-H., Gottschalk, S., & Sauer, S. (2021). Distributed
merchandise management system.
bibtex: '@article{Göllner_Schwarz_Gottschalk_Sauer_2021, title={Distributed merchandise
management system}, author={Göllner, Thomas and Schwarz, Jan-Hendrik and Gottschalk,
Sebastian and Sauer, Stefan}, year={2021} }'
chicago: Göllner, Thomas, Jan-Hendrik Schwarz, Sebastian Gottschalk, and Stefan
Sauer. “Distributed Merchandise Management System,” 2021.
ieee: T. Göllner, J.-H. Schwarz, S. Gottschalk, and S. Sauer, “Distributed merchandise
management system.” 2021.
mla: Göllner, Thomas, et al. Distributed Merchandise Management System. 2021.
short: T. Göllner, J.-H. Schwarz, S. Gottschalk, S. Sauer, (2021).
date_created: 2021-04-09T09:47:52Z
date_updated: 2022-01-06T06:55:07Z
department:
- _id: '66'
ipc: 06Q 30/02, H04W 4/02, 06F 16/182
ipn: US 2021/0081978 A1
main_file_link:
- open_access: '1'
url: https://patents.google.com/patent/US20210081978A1/en
oa: '1'
publication_date: 2021-03-18
status: public
title: Distributed merchandise management system
type: patent
user_id: '47208'
year: '2021'
...
---
_id: '21631'
abstract:
- lang: eng
text: Secret sharing is a well-established cryptographic primitive for storing
highly sensitive information like encryption keys for encoded data. It describes
the problem of splitting a secret into different shares, without revealing any
information to its shareholders. Here, we demonstrate an all-optical solution
for secret sharing based on metasurface holography. In our concept, metasurface
holograms are used as spatially separable shares that carry encrypted messages
in the form of holographic images. Two of these shares can be recombined by bringing
them close together. Light passing through this stack of metasurfaces accumulates
the phase shift of both holograms and optically reconstructs the secret with high
fidelity. In addition, the hologram generated by each single metasurface can uniquely
identify its shareholder. Furthermore, we demonstrate that the inherent translational
alignment sensitivity between two stacked metasurface holograms can be used for
spatial multiplexing, which can be further extended to realize optical rulers.
article_number: eabf9718
article_type: original
author:
- first_name: Philip
full_name: Georgi, Philip
last_name: Georgi
- first_name: Qunshuo
full_name: Wei, Qunshuo
last_name: Wei
- first_name: Basudeb
full_name: Sain, Basudeb
last_name: Sain
- first_name: Christian
full_name: Schlickriede, Christian
id: '59792'
last_name: Schlickriede
- first_name: Yongtian
full_name: Wang, Yongtian
last_name: Wang
- first_name: Lingling
full_name: Huang, Lingling
last_name: Huang
- first_name: Thomas
full_name: Zentgraf, Thomas
id: '30525'
last_name: Zentgraf
orcid: 0000-0002-8662-1101
citation:
ama: Georgi P, Wei Q, Sain B, et al. Optical secret sharing with cascaded metasurface
holography. Science Advances. 2021;7(16). doi:10.1126/sciadv.abf9718
apa: Georgi, P., Wei, Q., Sain, B., Schlickriede, C., Wang, Y., Huang, L., &
Zentgraf, T. (2021). Optical secret sharing with cascaded metasurface holography.
Science Advances, 7(16). https://doi.org/10.1126/sciadv.abf9718
bibtex: '@article{Georgi_Wei_Sain_Schlickriede_Wang_Huang_Zentgraf_2021, title={Optical
secret sharing with cascaded metasurface holography}, volume={7}, DOI={10.1126/sciadv.abf9718},
number={16eabf9718}, journal={Science Advances}, author={Georgi, Philip and Wei,
Qunshuo and Sain, Basudeb and Schlickriede, Christian and Wang, Yongtian and Huang,
Lingling and Zentgraf, Thomas}, year={2021} }'
chicago: Georgi, Philip, Qunshuo Wei, Basudeb Sain, Christian Schlickriede, Yongtian
Wang, Lingling Huang, and Thomas Zentgraf. “Optical Secret Sharing with Cascaded
Metasurface Holography.” Science Advances 7, no. 16 (2021). https://doi.org/10.1126/sciadv.abf9718.
ieee: P. Georgi et al., “Optical secret sharing with cascaded metasurface
holography,” Science Advances, vol. 7, no. 16, 2021.
mla: Georgi, Philip, et al. “Optical Secret Sharing with Cascaded Metasurface Holography.”
Science Advances, vol. 7, no. 16, eabf9718, 2021, doi:10.1126/sciadv.abf9718.
short: P. Georgi, Q. Wei, B. Sain, C. Schlickriede, Y. Wang, L. Huang, T. Zentgraf,
Science Advances 7 (2021).
date_created: 2021-04-16T08:08:49Z
date_updated: 2022-01-06T06:55:08Z
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doi: 10.1126/sciadv.abf9718
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publication: Science Advances
publication_identifier:
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title: Optical secret sharing with cascaded metasurface holography
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volume: 7
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...