---
_id: '46120'
abstract:
- lang: eng
text: The rise of exascale supercomputers has fueled competition among GPU vendors,
driving lattice QCD developers to write code that supports multiple APIs. Moreover,
new developments in algorithms and physics research require frequent updates to
existing software. These challenges have to be balanced against constantly changing
personnel. At the same time, there is a wide range of applications for HISQ fermions
in QCD studies. This situation encourages the development of software featuring
a HISQ action that is flexible, high-performing, open source, easy to use, and
easy to adapt. In this technical paper, we explain the design strategy, provide
implementation details, list available algorithms and modules, and show key performance
indicators for SIMULATeQCD, a simple multi-GPU lattice code for large-scale QCD
calculations, mainly developed and used by the HotQCD collaboration. The code
is publicly available on GitHub.
author:
- first_name: Lukas
full_name: Mazur, Lukas
id: '90492'
last_name: Mazur
orcid: ' 0000-0001-6304-7082'
- first_name: Dennis
full_name: Bollweg, Dennis
last_name: Bollweg
- first_name: David A.
full_name: Clarke, David A.
last_name: Clarke
- first_name: Luis
full_name: Altenkort, Luis
last_name: Altenkort
- first_name: Olaf
full_name: Kaczmarek, Olaf
last_name: Kaczmarek
- first_name: Rasmus
full_name: Larsen, Rasmus
last_name: Larsen
- first_name: Hai-Tao
full_name: Shu, Hai-Tao
last_name: Shu
- first_name: Jishnu
full_name: Goswami, Jishnu
last_name: Goswami
- first_name: Philipp
full_name: Scior, Philipp
last_name: Scior
- first_name: Hauke
full_name: Sandmeyer, Hauke
last_name: Sandmeyer
- first_name: Marius
full_name: Neumann, Marius
last_name: Neumann
- first_name: Henrik
full_name: Dick, Henrik
last_name: Dick
- first_name: Sajid
full_name: Ali, Sajid
last_name: Ali
- first_name: Jangho
full_name: Kim, Jangho
last_name: Kim
- first_name: Christian
full_name: Schmidt, Christian
last_name: Schmidt
- first_name: Peter
full_name: Petreczky, Peter
last_name: Petreczky
- first_name: Swagato
full_name: Mukherjee, Swagato
last_name: Mukherjee
citation:
ama: 'Mazur L, Bollweg D, Clarke DA, et al. SIMULATeQCD: A simple multi-GPU lattice
code for QCD calculations. Computer Physics Communications. Published online
2023. doi:10.48550/ARXIV.2306.01098'
apa: 'Mazur, L., Bollweg, D., Clarke, D. A., Altenkort, L., Kaczmarek, O., Larsen,
R., Shu, H.-T., Goswami, J., Scior, P., Sandmeyer, H., Neumann, M., Dick, H.,
Ali, S., Kim, J., Schmidt, C., Petreczky, P., & Mukherjee, S. (2023). SIMULATeQCD:
A simple multi-GPU lattice code for QCD calculations. Computer Physics Communications.
https://doi.org/10.48550/ARXIV.2306.01098'
bibtex: '@article{Mazur_Bollweg_Clarke_Altenkort_Kaczmarek_Larsen_Shu_Goswami_Scior_Sandmeyer_et
al._2023, title={SIMULATeQCD: A simple multi-GPU lattice code for QCD calculations},
DOI={10.48550/ARXIV.2306.01098},
journal={Computer Physics Communications}, author={Mazur, Lukas and Bollweg, Dennis
and Clarke, David A. and Altenkort, Luis and Kaczmarek, Olaf and Larsen, Rasmus
and Shu, Hai-Tao and Goswami, Jishnu and Scior, Philipp and Sandmeyer, Hauke and
et al.}, year={2023} }'
chicago: 'Mazur, Lukas, Dennis Bollweg, David A. Clarke, Luis Altenkort, Olaf Kaczmarek,
Rasmus Larsen, Hai-Tao Shu, et al. “SIMULATeQCD: A Simple Multi-GPU Lattice Code
for QCD Calculations.” Computer Physics Communications, 2023. https://doi.org/10.48550/ARXIV.2306.01098.'
ieee: 'L. Mazur et al., “SIMULATeQCD: A simple multi-GPU lattice code for
QCD calculations,” Computer Physics Communications, 2023, doi: 10.48550/ARXIV.2306.01098.'
mla: 'Mazur, Lukas, et al. “SIMULATeQCD: A Simple Multi-GPU Lattice Code for QCD
Calculations.” Computer Physics Communications, 2023, doi:10.48550/ARXIV.2306.01098.'
short: L. Mazur, D. Bollweg, D.A. Clarke, L. Altenkort, O. Kaczmarek, R. Larsen,
H.-T. Shu, J. Goswami, P. Scior, H. Sandmeyer, M. Neumann, H. Dick, S. Ali, J.
Kim, C. Schmidt, P. Petreczky, S. Mukherjee, Computer Physics Communications (2023).
date_created: 2023-07-24T10:55:25Z
date_updated: 2023-07-26T09:21:35Z
department:
- _id: '27'
doi: 10.48550/ARXIV.2306.01098
language:
- iso: eng
publication: Computer Physics Communications
status: public
title: 'SIMULATeQCD: A simple multi-GPU lattice code for QCD calculations'
type: journal_article
user_id: '90492'
year: '2023'
...
---
_id: '46119'
article_number: '014503'
author:
- first_name: Luis
full_name: Altenkort, Luis
last_name: Altenkort
- first_name: Alexander M.
full_name: Eller, Alexander M.
last_name: Eller
- first_name: Anthony
full_name: Francis, Anthony
last_name: Francis
- first_name: Olaf
full_name: Kaczmarek, Olaf
last_name: Kaczmarek
- first_name: Lukas
full_name: Mazur, Lukas
id: '90492'
last_name: Mazur
orcid: ' 0000-0001-6304-7082'
- first_name: Guy D.
full_name: Moore, Guy D.
last_name: Moore
- first_name: Hai-Tao
full_name: Shu, Hai-Tao
last_name: Shu
citation:
ama: Altenkort L, Eller AM, Francis A, et al. Viscosity of pure-glue QCD from the
lattice. Physical Review D. 2023;108(1). doi:10.1103/physrevd.108.014503
apa: Altenkort, L., Eller, A. M., Francis, A., Kaczmarek, O., Mazur, L., Moore,
G. D., & Shu, H.-T. (2023). Viscosity of pure-glue QCD from the lattice. Physical
Review D, 108(1), Article 014503. https://doi.org/10.1103/physrevd.108.014503
bibtex: '@article{Altenkort_Eller_Francis_Kaczmarek_Mazur_Moore_Shu_2023, title={Viscosity
of pure-glue QCD from the lattice}, volume={108}, DOI={10.1103/physrevd.108.014503},
number={1014503}, journal={Physical Review D}, publisher={American Physical Society
(APS)}, author={Altenkort, Luis and Eller, Alexander M. and Francis, Anthony and
Kaczmarek, Olaf and Mazur, Lukas and Moore, Guy D. and Shu, Hai-Tao}, year={2023}
}'
chicago: Altenkort, Luis, Alexander M. Eller, Anthony Francis, Olaf Kaczmarek, Lukas
Mazur, Guy D. Moore, and Hai-Tao Shu. “Viscosity of Pure-Glue QCD from the Lattice.”
Physical Review D 108, no. 1 (2023). https://doi.org/10.1103/physrevd.108.014503.
ieee: 'L. Altenkort et al., “Viscosity of pure-glue QCD from the lattice,”
Physical Review D, vol. 108, no. 1, Art. no. 014503, 2023, doi: 10.1103/physrevd.108.014503.'
mla: Altenkort, Luis, et al. “Viscosity of Pure-Glue QCD from the Lattice.” Physical
Review D, vol. 108, no. 1, 014503, American Physical Society (APS), 2023,
doi:10.1103/physrevd.108.014503.
short: L. Altenkort, A.M. Eller, A. Francis, O. Kaczmarek, L. Mazur, G.D. Moore,
H.-T. Shu, Physical Review D 108 (2023).
date_created: 2023-07-24T10:54:18Z
date_updated: 2023-07-26T09:23:32Z
department:
- _id: '27'
doi: 10.1103/physrevd.108.014503
intvolume: ' 108'
issue: '1'
language:
- iso: eng
publication: Physical Review D
publication_identifier:
issn:
- 2470-0010
- 2470-0029
publication_status: published
publisher: American Physical Society (APS)
quality_controlled: '1'
status: public
title: Viscosity of pure-glue QCD from the lattice
type: journal_article
user_id: '90492'
volume: 108
year: '2023'
...
---
_id: '38041'
abstract:
- lang: eng
text: "While FPGA accelerator boards and their respective high-level design
tools are maturing, there is still a lack of multi-FPGA applications, libraries,
and not least, benchmarks and reference implementations towards sustained HPC
usage of these devices. As in the early days of GPUs in HPC, for workloads that
can reasonably be decoupled into loosely coupled working sets, multi-accelerator
support can be achieved by using standard communication interfaces like MPI on
the host side. However, for performance and productivity, some applications can
profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities
here when extending the dataflow characteristics to their communication interfaces.\r\n
\ In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA
support and three missing benchmarks that particularly characterize or stress
inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented
for current boards with Intel and Xilinx FPGAs, we established a baseline for
multi-FPGA performance. Additionally, for the communication-centric benchmarks,
we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched
inter-FPGA network that is currently only available for one of the boards. The
evaluation with parallel execution on up to 26 FPGA boards makes use of one of
the largest academic FPGA installations."
author:
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Meyer M, Kenter T, Plessl C. Multi-FPGA Designs and Scaling of HPC Challenge
Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. ACM Transactions
on Reconfigurable Technology and Systems. Published online 2023. doi:10.1145/3576200
apa: Meyer, M., Kenter, T., & Plessl, C. (2023). Multi-FPGA Designs and Scaling
of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks.
ACM Transactions on Reconfigurable Technology and Systems. https://doi.org/10.1145/3576200
bibtex: '@article{Meyer_Kenter_Plessl_2023, title={Multi-FPGA Designs and Scaling
of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks},
DOI={10.1145/3576200}, journal={ACM
Transactions on Reconfigurable Technology and Systems}, publisher={Association
for Computing Machinery (ACM)}, author={Meyer, Marius and Kenter, Tobias and Plessl,
Christian}, year={2023} }'
chicago: Meyer, Marius, Tobias Kenter, and Christian Plessl. “Multi-FPGA Designs
and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA
Networks.” ACM Transactions on Reconfigurable Technology and Systems, 2023.
https://doi.org/10.1145/3576200.
ieee: 'M. Meyer, T. Kenter, and C. Plessl, “Multi-FPGA Designs and Scaling of HPC
Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” ACM
Transactions on Reconfigurable Technology and Systems, 2023, doi: 10.1145/3576200.'
mla: Meyer, Marius, et al. “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks
via MPI and Circuit-Switched Inter-FPGA Networks.” ACM Transactions on Reconfigurable
Technology and Systems, Association for Computing Machinery (ACM), 2023, doi:10.1145/3576200.
short: M. Meyer, T. Kenter, C. Plessl, ACM Transactions on Reconfigurable Technology
and Systems (2023).
date_created: 2023-01-23T08:40:42Z
date_updated: 2023-07-28T08:02:05Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3576200
keyword:
- General Computer Science
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/10.1145/3576200
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901'
- _id: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - Subproject C2'
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
publisher: Association for Computing Machinery (ACM)
quality_controlled: '1'
status: public
title: Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched
Inter-FPGA Networks
type: journal_article
user_id: '24135'
year: '2023'
...
---
_id: '45893'
author:
- first_name: Tim
full_name: Hansmeier, Tim
id: '49992'
last_name: Hansmeier
orcid: 0000-0003-1377-3339
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- first_name: Heinrich
full_name: Riebler, Heinrich
id: '8961'
last_name: Riebler
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: 'Hansmeier T, Kenter T, Meyer M, Riebler H, Platzner M, Plessl C. Compute Centers
I: Heterogeneous Execution Environments. In: Haake C-J, Meyer auf der Heide F,
Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf
Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:165-182. doi:10.5281/zenodo.8068642'
apa: 'Hansmeier, T., Kenter, T., Meyer, M., Riebler, H., Platzner, M., & Plessl,
C. (2023). Compute Centers I: Heterogeneous Execution Environments. In C.-J. Haake,
F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp.
165–182). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068642'
bibtex: '@inbook{Hansmeier_Kenter_Meyer_Riebler_Platzner_Plessl_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Compute Centers
I: Heterogeneous Execution Environments}, volume={412}, DOI={10.5281/zenodo.8068642},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hansmeier,
Tim and Kenter, Tobias and Meyer, Marius and Riebler, Heinrich and Platzner, Marco
and Plessl, Christian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={165–182}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Hansmeier, Tim, Tobias Kenter, Marius Meyer, Heinrich Riebler, Marco Platzner,
and Christian Plessl. “Compute Centers I: Heterogeneous Execution Environments.”
In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning
Wachsmuth, and Heike Wehrheim, 412:165–82. Verlagsschriftenreihe Des Heinz Nixdorf
Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068642.'
ieee: 'T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, and C. Plessl,
“Compute Centers I: Heterogeneous Execution Environments,” in On-The-Fly Computing
-- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F.
Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn:
Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 165–182.'
mla: 'Hansmeier, Tim, et al. “Compute Centers I: Heterogeneous Execution Environments.”
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität
Paderborn, 2023, pp. 165–82, doi:10.5281/zenodo.8068642.'
short: 'T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, C. Plessl, in:
C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
Institut, Universität Paderborn, Paderborn, 2023, pp. 165–182.'
date_created: 2023-07-07T08:15:45Z
date_updated: 2023-07-28T09:38:14Z
ddc:
- '004'
department:
- _id: '7'
- _id: '27'
- _id: '518'
doi: 10.5281/zenodo.8068642
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2023-07-07T08:15:35Z
date_updated: 2023-07-07T11:17:33Z
file_id: '45894'
file_name: C2-Chapter-SFB-Buch-Final.pdf
file_size: 2288788
relation: main_file
file_date_updated: 2023-07-07T11:17:33Z
has_accepted_license: '1'
intvolume: ' 412'
language:
- iso: eng
oa: '1'
page: 165-182
place: Paderborn
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
(Subproject C2)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: 'Compute Centers I: Heterogeneous Execution Environments'
type: book_chapter
user_id: '3145'
volume: 412
year: '2023'
...
---
_id: '46190'
author:
- first_name: Jan-Oliver
full_name: Opdenhövel, Jan-Oliver
last_name: Opdenhövel
- 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: 'Opdenhövel J-O, Plessl C, Kenter T. Mutation Tree Reconstruction of Tumor
Cells on FPGAs Using a Bit-Level Matrix Representation. In: Proceedings of
the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable
Technologies. ACM; 2023. doi:10.1145/3597031.3597050'
apa: Opdenhövel, J.-O., Plessl, C., & Kenter, T. (2023). Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation. Proceedings
of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable
Technologies. https://doi.org/10.1145/3597031.3597050
bibtex: '@inproceedings{Opdenhövel_Plessl_Kenter_2023, title={Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation}, DOI={10.1145/3597031.3597050},
booktitle={Proceedings of the 13th International Symposium on Highly Efficient
Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Opdenhövel,
Jan-Oliver and Plessl, Christian and Kenter, Tobias}, year={2023} }'
chicago: Opdenhövel, Jan-Oliver, Christian Plessl, and Tobias Kenter. “Mutation
Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation.”
In Proceedings of the 13th International Symposium on Highly Efficient Accelerators
and Reconfigurable Technologies. ACM, 2023. https://doi.org/10.1145/3597031.3597050.
ieee: 'J.-O. Opdenhövel, C. Plessl, and T. Kenter, “Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation,” 2023, doi: 10.1145/3597031.3597050.'
mla: Opdenhövel, Jan-Oliver, et al. “Mutation Tree Reconstruction of Tumor Cells
on FPGAs Using a Bit-Level Matrix Representation.” Proceedings of the 13th
International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies,
ACM, 2023, doi:10.1145/3597031.3597050.
short: 'J.-O. Opdenhövel, C. Plessl, T. Kenter, in: Proceedings of the 13th International
Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM,
2023.'
date_created: 2023-07-28T09:49:23Z
date_updated: 2023-07-28T09:58:06Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3597031.3597050
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3597031.3597050
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the 13th International Symposium on Highly Efficient Accelerators
and Reconfigurable Technologies
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix
Representation
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '46188'
author:
- first_name: Jennifer
full_name: Faj, Jennifer
id: '78722'
last_name: Faj
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Sara
full_name: Faghih-Naini, Sara
last_name: Faghih-Naini
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Vadym
full_name: Aizinger, Vadym
last_name: Aizinger
citation:
ama: 'Faj J, Kenter T, Faghih-Naini S, Plessl C, Aizinger V. Scalable Multi-FPGA
Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes.
In: Proceedings of the Platform for Advanced Scientific Computing Conference.
ACM; 2023. doi:10.1145/3592979.3593407'
apa: Faj, J., Kenter, T., Faghih-Naini, S., Plessl, C., & Aizinger, V. (2023).
Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on
Unstructured Meshes. Proceedings of the Platform for Advanced Scientific Computing
Conference. https://doi.org/10.1145/3592979.3593407
bibtex: '@inproceedings{Faj_Kenter_Faghih-Naini_Plessl_Aizinger_2023, title={Scalable
Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured
Meshes}, DOI={10.1145/3592979.3593407},
booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference},
publisher={ACM}, author={Faj, Jennifer and Kenter, Tobias and Faghih-Naini, Sara
and Plessl, Christian and Aizinger, Vadym}, year={2023} }'
chicago: Faj, Jennifer, Tobias Kenter, Sara Faghih-Naini, Christian Plessl, and
Vadym Aizinger. “Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water
Model on Unstructured Meshes.” In Proceedings of the Platform for Advanced
Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593407.
ieee: 'J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, and V. Aizinger, “Scalable
Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured
Meshes,” 2023, doi: 10.1145/3592979.3593407.'
mla: Faj, Jennifer, et al. “Scalable Multi-FPGA Design of a Discontinuous Galerkin
Shallow-Water Model on Unstructured Meshes.” Proceedings of the Platform for
Advanced Scientific Computing Conference, ACM, 2023, doi:10.1145/3592979.3593407.
short: 'J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, V. Aizinger, in: Proceedings
of the Platform for Advanced Scientific Computing Conference, ACM, 2023.'
date_created: 2023-07-28T09:42:14Z
date_updated: 2023-07-28T09:48:19Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3592979.3593407
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3592979.3593407
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the Platform for Advanced Scientific Computing Conference
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model
on Unstructured Meshes
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '46189'
author:
- first_name: Charles
full_name: Prouveur, Charles
last_name: Prouveur
- first_name: Matthieu
full_name: Haefele, Matthieu
last_name: Haefele
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Nils
full_name: Voss, Nils
last_name: Voss
citation:
ama: 'Prouveur C, Haefele M, Kenter T, Voss N. FPGA Acceleration for HPC Supercapacitor
Simulations. In: Proceedings of the Platform for Advanced Scientific Computing
Conference. ACM; 2023. doi:10.1145/3592979.3593419'
apa: Prouveur, C., Haefele, M., Kenter, T., & Voss, N. (2023). FPGA Acceleration
for HPC Supercapacitor Simulations. Proceedings of the Platform for Advanced
Scientific Computing Conference. https://doi.org/10.1145/3592979.3593419
bibtex: '@inproceedings{Prouveur_Haefele_Kenter_Voss_2023, title={FPGA Acceleration
for HPC Supercapacitor Simulations}, DOI={10.1145/3592979.3593419},
booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference},
publisher={ACM}, author={Prouveur, Charles and Haefele, Matthieu and Kenter, Tobias
and Voss, Nils}, year={2023} }'
chicago: Prouveur, Charles, Matthieu Haefele, Tobias Kenter, and Nils Voss. “FPGA
Acceleration for HPC Supercapacitor Simulations.” In Proceedings of the Platform
for Advanced Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593419.
ieee: 'C. Prouveur, M. Haefele, T. Kenter, and N. Voss, “FPGA Acceleration for HPC
Supercapacitor Simulations,” 2023, doi: 10.1145/3592979.3593419.'
mla: Prouveur, Charles, et al. “FPGA Acceleration for HPC Supercapacitor Simulations.”
Proceedings of the Platform for Advanced Scientific Computing Conference,
ACM, 2023, doi:10.1145/3592979.3593419.
short: 'C. Prouveur, M. Haefele, T. Kenter, N. Voss, in: Proceedings of the Platform
for Advanced Scientific Computing Conference, ACM, 2023.'
date_created: 2023-07-28T09:46:25Z
date_updated: 2023-07-28T09:58:16Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3592979.3593419
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3592979.3593419
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the Platform for Advanced Scientific Computing Conference
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: FPGA Acceleration for HPC Supercapacitor Simulations
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '43228'
abstract:
- lang: eng
text: "The computation of electron repulsion integrals (ERIs) over Gaussian-type
orbitals (GTOs) is a challenging problem in quantum-mechanics-based atomistic
simulations. In practical simulations, several trillions of ERIs may have to be\r\ncomputed
for every time step.\r\nIn this work, we investigate FPGAs as accelerators for
the ERI computation. We use template parameters, here within the Intel oneAPI
tool flow, to create customized designs for 256 different ERI quartet classes,
based on their orbitals. To maximize data reuse, all intermediates are buffered
in FPGA on-chip memory with customized layout. The pre-calculation of intermediates
also helps to overcome data dependencies caused by multi-dimensional recurrence\r\nrelations.
The involved loop structures are partially or even fully unrolled for high throughput
of FPGA kernels. Furthermore, a lossy compression algorithm utilizing arbitrary
bitwidth integers is integrated in the FPGA kernels. To our\r\nbest knowledge,
this is the first work on ERI computation on FPGAs that supports more than just
the single most basic quartet class. Also, the integration of ERI computation
and compression it a novelty that is not even covered by CPU or GPU libraries
so far.\r\nOur evaluation shows that using 16-bit integer for the ERI compression,
the fastest FPGA kernels exceed the performance of 10 GERIS ($10 \\times 10^9$
ERIs per second) on one Intel Stratix 10 GX 2800 FPGA, with maximum absolute errors
around $10^{-7}$ - $10^{-5}$ Hartree. The measured throughput can be accurately
explained by a performance model. The FPGA kernels deployed on 2 FPGAs outperform
similar computations using the widely used libint reference on a two-socket server
with 40 Xeon Gold 6148 CPU cores of the same process technology by factors up
to 6.0x and on a new two-socket server with 128 EPYC 7713 CPU cores by up to 1.9x."
author:
- first_name: Xin
full_name: Wu, Xin
id: '77439'
last_name: Wu
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- 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: 'Wu X, Kenter T, Schade R, Kühne T, Plessl C. Computing and Compressing Electron
Repulsion Integrals on FPGAs. In: 2023 IEEE 31st Annual International Symposium
on Field-Programmable Custom Computing Machines (FCCM). ; 2023:162-173. doi:10.1109/FCCM57271.2023.00026'
apa: Wu, X., Kenter, T., Schade, R., Kühne, T., & Plessl, C. (2023). Computing
and Compressing Electron Repulsion Integrals on FPGAs. 2023 IEEE 31st Annual
International Symposium on Field-Programmable Custom Computing Machines (FCCM),
162–173. https://doi.org/10.1109/FCCM57271.2023.00026
bibtex: '@inproceedings{Wu_Kenter_Schade_Kühne_Plessl_2023, title={Computing and
Compressing Electron Repulsion Integrals on FPGAs}, DOI={10.1109/FCCM57271.2023.00026},
booktitle={2023 IEEE 31st Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM)}, author={Wu, Xin and Kenter, Tobias and Schade,
Robert and Kühne, Thomas and Plessl, Christian}, year={2023}, pages={162–173}
}'
chicago: Wu, Xin, Tobias Kenter, Robert Schade, Thomas Kühne, and Christian Plessl.
“Computing and Compressing Electron Repulsion Integrals on FPGAs.” In 2023
IEEE 31st Annual International Symposium on Field-Programmable Custom Computing
Machines (FCCM), 162–73, 2023. https://doi.org/10.1109/FCCM57271.2023.00026.
ieee: 'X. Wu, T. Kenter, R. Schade, T. Kühne, and C. Plessl, “Computing and Compressing
Electron Repulsion Integrals on FPGAs,” in 2023 IEEE 31st Annual International
Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp.
162–173, doi: 10.1109/FCCM57271.2023.00026.'
mla: Wu, Xin, et al. “Computing and Compressing Electron Repulsion Integrals on
FPGAs.” 2023 IEEE 31st Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM), 2023, pp. 162–73, doi:10.1109/FCCM57271.2023.00026.
short: 'X. Wu, T. Kenter, R. Schade, T. Kühne, C. Plessl, in: 2023 IEEE 31st Annual
International Symposium on Field-Programmable Custom Computing Machines (FCCM),
2023, pp. 162–173.'
date_created: 2023-03-30T11:15:40Z
date_updated: 2023-08-02T15:05:42Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/FCCM57271.2023.00026
external_id:
arxiv:
- '2303.13632'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10171537
page: 162-173
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom
Computing Machines (FCCM)
quality_controlled: '1'
status: public
title: Computing and Compressing Electron Repulsion Integrals on FPGAs
type: conference
user_id: '75963'
year: '2023'
...
---
_id: '45361'
abstract:
- lang: eng
text: The non-orthogonal local submatrix method applied to electronic structure–based
molecular dynamics simulations is shown to exceed 1.1 EFLOP/s in FP16/FP32-mixed
floating-point arithmetic when using 4400 NVIDIA A100 GPUs of the Perlmutter system.
This is enabled by a modification of the original method that pushes the sustained
fraction of the peak performance to about 80%. Example calculations are performed
for SARS-CoV-2 spike proteins with up to 83 million atoms.
article_number: '109434202311776'
article_type: original
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: 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, Lass M, Kühne T, Plessl C. Breaking the exascale
barrier for the electronic structure problem in ab-initio molecular dynamics.
The International Journal of High Performance Computing Applications. Published
online 2023. doi:10.1177/10943420231177631
apa: Schade, R., Kenter, T., Elgabarty, H., Lass, M., Kühne, T., & Plessl, C.
(2023). Breaking the exascale barrier for the electronic structure problem in
ab-initio molecular dynamics. The International Journal of High Performance
Computing Applications, Article 109434202311776. https://doi.org/10.1177/10943420231177631
bibtex: '@article{Schade_Kenter_Elgabarty_Lass_Kühne_Plessl_2023, title={Breaking
the exascale barrier for the electronic structure problem in ab-initio molecular
dynamics}, DOI={10.1177/10943420231177631},
number={109434202311776}, journal={The International Journal of High Performance
Computing Applications}, publisher={SAGE Publications}, author={Schade, Robert
and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Kühne, Thomas and
Plessl, Christian}, year={2023} }'
chicago: Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Thomas Kühne,
and Christian Plessl. “Breaking the Exascale Barrier for the Electronic Structure
Problem in Ab-Initio Molecular Dynamics.” The International Journal of High
Performance Computing Applications, 2023. https://doi.org/10.1177/10943420231177631.
ieee: 'R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, and C. Plessl, “Breaking
the exascale barrier for the electronic structure problem in ab-initio molecular
dynamics,” The International Journal of High Performance Computing Applications,
Art. no. 109434202311776, 2023, doi: 10.1177/10943420231177631.'
mla: Schade, Robert, et al. “Breaking the Exascale Barrier for the Electronic Structure
Problem in Ab-Initio Molecular Dynamics.” The International Journal of High
Performance Computing Applications, 109434202311776, SAGE Publications, 2023,
doi:10.1177/10943420231177631.
short: R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, C. Plessl, The International
Journal of High Performance Computing Applications (2023).
date_created: 2023-05-30T09:19:09Z
date_updated: 2023-08-02T15:04:53Z
department:
- _id: '27'
- _id: '518'
doi: 10.1177/10943420231177631
keyword:
- Hardware and Architecture
- Theoretical Computer Science
- Software
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://journals.sagepub.com/doi/10.1177/10943420231177631
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: The International Journal of High Performance Computing Applications
publication_identifier:
issn:
- 1094-3420
- 1741-2846
publication_status: published
publisher: SAGE Publications
quality_controlled: '1'
status: public
title: Breaking the exascale barrier for the electronic structure problem in ab-initio
molecular dynamics
type: journal_article
user_id: '75963'
year: '2023'
...
---
_id: '50172'
abstract:
- lang: eng
text: "Viscous hydrodynamics serves as a successful mesoscopic description of the\r\nQuark-Gluon
Plasma produced in relativistic heavy-ion collisions. In order to\r\ninvestigate,
how such an effective description emerges from the underlying\r\nmicroscopic dynamics
we calculate the hydrodynamic and non-hydrodynamic modes\r\nof linear response
in the sound channel from a first-principle calculation in\r\nkinetic theory.
We do this with a new approach wherein we discretize the\r\ncollision kernel to
directly calculate eigenvalues and eigenmodes of the\r\nevolution operator. This
allows us to study the Green's functions at any point\r\nin the complex frequency
space. Our study focuses on scalar theory with quartic\r\ninteraction and we find
that the analytic structure of Green's functions in the\r\ncomplex plane is far
more complicated than just poles or cuts which is a first\r\nstep towards an equivalent
study in QCD kinetic theory."
author:
- first_name: Stephan
full_name: Ochsenfeld, Stephan
last_name: Ochsenfeld
- first_name: Sören
full_name: Schlichting, Sören
last_name: Schlichting
citation:
ama: Ochsenfeld S, Schlichting S. Hydrodynamic and Non-hydrodynamic Excitations
in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory. arXiv:230804491.
Published online 2023.
apa: Ochsenfeld, S., & Schlichting, S. (2023). Hydrodynamic and Non-hydrodynamic
Excitations in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory.
In arXiv:2308.04491.
bibtex: '@article{Ochsenfeld_Schlichting_2023, title={Hydrodynamic and Non-hydrodynamic
Excitations in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory},
journal={arXiv:2308.04491}, author={Ochsenfeld, Stephan and Schlichting, Sören},
year={2023} }'
chicago: Ochsenfeld, Stephan, and Sören Schlichting. “Hydrodynamic and Non-Hydrodynamic
Excitations in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory.”
ArXiv:2308.04491, 2023.
ieee: S. Ochsenfeld and S. Schlichting, “Hydrodynamic and Non-hydrodynamic Excitations
in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory,” arXiv:2308.04491.
2023.
mla: Ochsenfeld, Stephan, and Sören Schlichting. “Hydrodynamic and Non-Hydrodynamic
Excitations in Kinetic Theory -- A Numerical Analysis in Scalar Field Theory.”
ArXiv:2308.04491, 2023.
short: S. Ochsenfeld, S. Schlichting, ArXiv:2308.04491 (2023).
date_created: 2024-01-04T08:47:38Z
date_updated: 2024-01-04T08:47:47Z
department:
- _id: '27'
external_id:
arxiv:
- '2308.04491'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2308.04491
status: public
title: Hydrodynamic and Non-hydrodynamic Excitations in Kinetic Theory -- A Numerical
Analysis in Scalar Field Theory
type: preprint
user_id: '67287'
year: '2023'
...
---
_id: '50221'
abstract:
- lang: eng
text: "Memory Gym presents a suite of 2D partially observable environments, namely\r\nMortar
Mayhem, Mystery Path, and Searing Spotlights, designed to benchmark\r\nmemory
capabilities in decision-making agents. These environments, originally\r\nwith
finite tasks, are expanded into innovative, endless formats, mirroring the\r\nescalating
challenges of cumulative memory games such as ``I packed my bag''.\r\nThis progression
in task design shifts the focus from merely assessing sample\r\nefficiency to
also probing the levels of memory effectiveness in dynamic,\r\nprolonged scenarios.
To address the gap in available memory-based Deep\r\nReinforcement Learning baselines,
we introduce an implementation that\r\nintegrates Transformer-XL (TrXL) with Proximal
Policy Optimization. This\r\napproach utilizes TrXL as a form of episodic memory,
employing a sliding window\r\ntechnique. Our comparative study between the Gated
Recurrent Unit (GRU) and\r\nTrXL reveals varied performances across different
settings. TrXL, on the finite\r\nenvironments, demonstrates superior sample efficiency
in Mystery Path and\r\noutperforms in Mortar Mayhem. However, GRU is more efficient
on Searing\r\nSpotlights. Most notably, in all endless tasks, GRU makes a remarkable\r\nresurgence,
consistently outperforming TrXL by significant margins. Website and\r\nSource
Code: https://github.com/MarcoMeter/endless-memory-gym/"
author:
- first_name: Marco
full_name: Pleines, Marco
last_name: Pleines
- first_name: Matthias
full_name: Pallasch, Matthias
last_name: Pallasch
- first_name: Frank
full_name: Zimmer, Frank
last_name: Zimmer
- first_name: Mike
full_name: Preuss, Mike
last_name: Preuss
citation:
ama: 'Pleines M, Pallasch M, Zimmer F, Preuss M. Memory Gym: Towards Endless Tasks
to Benchmark Memory Capabilities of Agents. arXiv:230917207. Published
online 2023.'
apa: 'Pleines, M., Pallasch, M., Zimmer, F., & Preuss, M. (2023). Memory Gym:
Towards Endless Tasks to Benchmark Memory Capabilities of Agents. In arXiv:2309.17207.'
bibtex: '@article{Pleines_Pallasch_Zimmer_Preuss_2023, title={Memory Gym: Towards
Endless Tasks to Benchmark Memory Capabilities of Agents}, journal={arXiv:2309.17207},
author={Pleines, Marco and Pallasch, Matthias and Zimmer, Frank and Preuss, Mike},
year={2023} }'
chicago: 'Pleines, Marco, Matthias Pallasch, Frank Zimmer, and Mike Preuss. “Memory
Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents.” ArXiv:2309.17207,
2023.'
ieee: 'M. Pleines, M. Pallasch, F. Zimmer, and M. Preuss, “Memory Gym: Towards Endless
Tasks to Benchmark Memory Capabilities of Agents,” arXiv:2309.17207. 2023.'
mla: 'Pleines, Marco, et al. “Memory Gym: Towards Endless Tasks to Benchmark Memory
Capabilities of Agents.” ArXiv:2309.17207, 2023.'
short: M. Pleines, M. Pallasch, F. Zimmer, M. Preuss, ArXiv:2309.17207 (2023).
date_created: 2024-01-05T12:38:42Z
date_updated: 2024-01-05T12:39:50Z
department:
- _id: '27'
external_id:
arxiv:
- '2309.17207'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2309.17207
status: public
title: 'Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents'
type: preprint
user_id: '67287'
year: '2023'
...
---
_id: '46191'
author:
- first_name: Christoph
full_name: Alt, Christoph
id: '100625'
last_name: Alt
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Sara
full_name: Faghih-Naini, Sara
last_name: Faghih-Naini
- first_name: Jennifer
full_name: Faj, Jennifer
id: '78722'
last_name: Faj
- first_name: Jan-Oliver
full_name: Opdenhövel, Jan-Oliver
last_name: Opdenhövel
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Vadym
full_name: Aizinger, Vadym
last_name: Aizinger
- first_name: Jan
full_name: Hönig, Jan
last_name: Hönig
- first_name: Harald
full_name: Köstler, Harald
last_name: Köstler
citation:
ama: 'Alt C, Kenter T, Faghih-Naini S, et al. Shallow Water DG Simulations on FPGAs:
Design and Comparison of a Novel Code Generation Pipeline. In: Lecture Notes
in Computer Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-32041-5_5'
apa: 'Alt, C., Kenter, T., Faghih-Naini, S., Faj, J., Opdenhövel, J.-O., Plessl,
C., Aizinger, V., Hönig, J., & Köstler, H. (2023). Shallow Water DG Simulations
on FPGAs: Design and Comparison of a Novel Code Generation Pipeline. In Lecture
Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-32041-5_5'
bibtex: '@inbook{Alt_Kenter_Faghih-Naini_Faj_Opdenhövel_Plessl_Aizinger_Hönig_Köstler_2023,
place={Cham}, title={Shallow Water DG Simulations on FPGAs: Design and Comparison
of a Novel Code Generation Pipeline}, DOI={10.1007/978-3-031-32041-5_5},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Alt, Christoph and Kenter, Tobias and Faghih-Naini, Sara and Faj, Jennifer
and Opdenhövel, Jan-Oliver and Plessl, Christian and Aizinger, Vadym and Hönig,
Jan and Köstler, Harald}, year={2023} }'
chicago: 'Alt, Christoph, Tobias Kenter, Sara Faghih-Naini, Jennifer Faj, Jan-Oliver
Opdenhövel, Christian Plessl, Vadym Aizinger, Jan Hönig, and Harald Köstler. “Shallow
Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation
Pipeline.” In Lecture Notes in Computer Science. Cham: Springer Nature
Switzerland, 2023. https://doi.org/10.1007/978-3-031-32041-5_5.'
ieee: 'C. Alt et al., “Shallow Water DG Simulations on FPGAs: Design and Comparison
of a Novel Code Generation Pipeline,” in Lecture Notes in Computer Science,
Cham: Springer Nature Switzerland, 2023.'
mla: 'Alt, Christoph, et al. “Shallow Water DG Simulations on FPGAs: Design and Comparison
of a Novel Code Generation Pipeline.” Lecture Notes in Computer Science,
Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-32041-5_5.'
short: 'C. Alt, T. Kenter, S. Faghih-Naini, J. Faj, J.-O. Opdenhövel, C. Plessl,
V. Aizinger, J. Hönig, H. Köstler, in: Lecture Notes in Computer Science, Springer
Nature Switzerland, Cham, 2023.'
date_created: 2023-07-28T09:53:21Z
date_updated: 2024-01-22T09:58:49Z
department:
- _id: '27'
- _id: '518'
doi: 10.1007/978-3-031-32041-5_5
language:
- iso: eng
place: Cham
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031320408'
- '9783031320415'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
status: public
title: 'Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code
Generation Pipeline'
type: book_chapter
user_id: '3145'
year: '2023'
...
---
_id: '43439'
abstract:
- lang: eng
text: "This preprint makes the claim of having computed the $9^{th}$ Dedekind\r\nNumber.
This was done by building an efficient FPGA Accelerator for the core\r\noperation
of the process, and parallelizing it on the Noctua 2 Supercluster at\r\nPaderborn
University. The resulting value is\r\n286386577668298411128469151667598498812366.
This value can be verified in two\r\nsteps. We have made the data file containing
the 490M results available, each\r\nof which can be verified separately on CPU,
and the whole file sums to our\r\nproposed value."
author:
- first_name: Lennart
full_name: Van Hirtum, Lennart
last_name: Van Hirtum
- first_name: Patrick
full_name: De Causmaecker, Patrick
last_name: De Causmaecker
- first_name: Jens
full_name: Goemaere, Jens
last_name: Goemaere
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Heinrich
full_name: Riebler, Heinrich
id: '8961'
last_name: Riebler
- first_name: Michael
full_name: Lass, Michael
id: '24135'
last_name: Lass
orcid: 0000-0002-5708-7632
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Van Hirtum L, De Causmaecker P, Goemaere J, et al. A computation of D(9) using
FPGA Supercomputing. arXiv:230403039. Published online 2023.
apa: Van Hirtum, L., De Causmaecker, P., Goemaere, J., Kenter, T., Riebler, H.,
Lass, M., & Plessl, C. (2023). A computation of D(9) using FPGA Supercomputing.
In arXiv:2304.03039.
bibtex: '@article{Van Hirtum_De Causmaecker_Goemaere_Kenter_Riebler_Lass_Plessl_2023,
title={A computation of D(9) using FPGA Supercomputing}, journal={arXiv:2304.03039},
author={Van Hirtum, Lennart and De Causmaecker, Patrick and Goemaere, Jens and
Kenter, Tobias and Riebler, Heinrich and Lass, Michael and Plessl, Christian},
year={2023} }'
chicago: Van Hirtum, Lennart, Patrick De Causmaecker, Jens Goemaere, Tobias Kenter,
Heinrich Riebler, Michael Lass, and Christian Plessl. “A Computation of D(9) Using
FPGA Supercomputing.” ArXiv:2304.03039, 2023.
ieee: L. Van Hirtum et al., “A computation of D(9) using FPGA Supercomputing,”
arXiv:2304.03039. 2023.
mla: Van Hirtum, Lennart, et al. “A Computation of D(9) Using FPGA Supercomputing.”
ArXiv:2304.03039, 2023.
short: L. Van Hirtum, P. De Causmaecker, J. Goemaere, T. Kenter, H. Riebler, M.
Lass, C. Plessl, ArXiv:2304.03039 (2023).
date_created: 2023-04-08T11:05:29Z
date_updated: 2024-01-22T09:56:42Z
department:
- _id: '27'
- _id: '518'
external_id:
arxiv:
- '2304.03039'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2304.03039
status: public
title: A computation of D(9) using FPGA Supercomputing
type: preprint
user_id: '3145'
year: '2023'
...
---
_id: '32177'
abstract:
- lang: eng
text: "We investigate the early time development of the anisotropic transverse flow\r\nand
spatial eccentricities of a fireball with various particle-based transport\r\napproaches
using a fixed initial condition. In numerical simulations ranging\r\nfrom the
quasi-collisionless case to the hydrodynamic regime, we find that the\r\nonset
of $v_n$ and of related measures of anisotropic flow can be described\r\nwith
a simple power-law ansatz, with an exponent that depends on the amount of\r\nrescatterings
in the system. In the few-rescatterings regime we perform\r\nsemi-analytical calculations,
based on a systematic expansion in powers of time\r\nand the cross section, which
can reproduce the numerical findings."
author:
- first_name: Nicolas
full_name: Borghini, Nicolas
last_name: Borghini
- first_name: Marc
full_name: Borrell, Marc
last_name: Borrell
- first_name: Hendrik
full_name: Roch, Hendrik
last_name: Roch
citation:
ama: Borghini N, Borrell M, Roch H. Early time behavior of spatial and momentum
anisotropies in kinetic theory across different Knudsen numbers. arXiv:220113294.
Published online 2022.
apa: Borghini, N., Borrell, M., & Roch, H. (2022). Early time behavior of spatial
and momentum anisotropies in kinetic theory across different Knudsen numbers.
In arXiv:2201.13294.
bibtex: '@article{Borghini_Borrell_Roch_2022, title={Early time behavior of spatial
and momentum anisotropies in kinetic theory across different Knudsen numbers},
journal={arXiv:2201.13294}, author={Borghini, Nicolas and Borrell, Marc and Roch,
Hendrik}, year={2022} }'
chicago: Borghini, Nicolas, Marc Borrell, and Hendrik Roch. “Early Time Behavior
of Spatial and Momentum Anisotropies in Kinetic Theory across Different Knudsen
Numbers.” ArXiv:2201.13294, 2022.
ieee: N. Borghini, M. Borrell, and H. Roch, “Early time behavior of spatial and
momentum anisotropies in kinetic theory across different Knudsen numbers,” arXiv:2201.13294.
2022.
mla: Borghini, Nicolas, et al. “Early Time Behavior of Spatial and Momentum Anisotropies
in Kinetic Theory across Different Knudsen Numbers.” ArXiv:2201.13294,
2022.
short: N. Borghini, M. Borrell, H. Roch, ArXiv:2201.13294 (2022).
date_created: 2022-06-27T09:08:04Z
date_updated: 2022-06-27T09:35:53Z
department:
- _id: '27'
external_id:
arxiv:
- '2201.13294'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2201.13294
status: public
title: Early time behavior of spatial and momentum anisotropies in kinetic theory
across different Knudsen numbers
type: preprint
user_id: '67287'
year: '2022'
...
---
_id: '32178'
abstract:
- lang: eng
text: "We test the ability of the \"escape mechanism\" to create the anisotropic
flow\r\nobserved in high-energy nuclear collisions. We compare the flow harmonics
$v_n$\r\nin the few-rescatterings regime from two types of transport simulations,
with\r\n$2\\to 2$ and $2\\to 0$ collision kernels respectively, and from analytical\r\ncalculations
neglecting the gain term of the Boltzmann equation. We find that\r\nthe even flow
harmonics are similar in the three approaches, while the odd\r\nharmonics differ
significantly."
author:
- first_name: Benedikt
full_name: Bachmann, Benedikt
last_name: Bachmann
- first_name: Nicolas
full_name: Borghini, Nicolas
last_name: Borghini
- first_name: Nina
full_name: Feld, Nina
last_name: Feld
- first_name: Hendrik
full_name: Roch, Hendrik
last_name: Roch
citation:
ama: Bachmann B, Borghini N, Feld N, Roch H. Even anisotropic-flow harmonics are
from Venus, odd ones are from Mars. arXiv:220313306. Published online 2022.
apa: Bachmann, B., Borghini, N., Feld, N., & Roch, H. (2022). Even anisotropic-flow
harmonics are from Venus, odd ones are from Mars. In arXiv:2203.13306.
bibtex: '@article{Bachmann_Borghini_Feld_Roch_2022, title={Even anisotropic-flow
harmonics are from Venus, odd ones are from Mars}, journal={arXiv:2203.13306},
author={Bachmann, Benedikt and Borghini, Nicolas and Feld, Nina and Roch, Hendrik},
year={2022} }'
chicago: Bachmann, Benedikt, Nicolas Borghini, Nina Feld, and Hendrik Roch. “Even
Anisotropic-Flow Harmonics Are from Venus, Odd Ones Are from Mars.” ArXiv:2203.13306,
2022.
ieee: B. Bachmann, N. Borghini, N. Feld, and H. Roch, “Even anisotropic-flow harmonics
are from Venus, odd ones are from Mars,” arXiv:2203.13306. 2022.
mla: Bachmann, Benedikt, et al. “Even Anisotropic-Flow Harmonics Are from Venus,
Odd Ones Are from Mars.” ArXiv:2203.13306, 2022.
short: B. Bachmann, N. Borghini, N. Feld, H. Roch, ArXiv:2203.13306 (2022).
date_created: 2022-06-27T09:12:26Z
date_updated: 2022-06-27T09:35:34Z
department:
- _id: '27'
external_id:
arxiv:
- '2203.13306'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2203.13306
status: public
title: Even anisotropic-flow harmonics are from Venus, odd ones are from Mars
type: preprint
user_id: '67287'
year: '2022'
...
---
_id: '32183'
author:
- first_name: W
full_name: Hou, W
last_name: Hou
- first_name: Y
full_name: Yao, Y
last_name: Yao
- first_name: Y
full_name: Li, Y
last_name: Li
- first_name: B
full_name: Peng, B
last_name: Peng
- first_name: K
full_name: Shi, K
last_name: Shi
- first_name: Z
full_name: Zhou, Z
last_name: Zhou
- first_name: J
full_name: Pan, J
last_name: Pan
- first_name: M
full_name: Liu, M
last_name: Liu
- first_name: J
full_name: Hu, J
last_name: Hu
citation:
ama: Hou W, Yao Y, Li Y, et al. Linearly shifting ferromagnetic resonance response
of La0.7Sr0.3MnO3 thin film for body temperature sensors. Frontiers of materials
science. 2022;16(1).
apa: Hou, W., Yao, Y., Li, Y., Peng, B., Shi, K., Zhou, Z., Pan, J., Liu, M., &
Hu, J. (2022). Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3
thin film for body temperature sensors. Frontiers of Materials Science,
16(1).
bibtex: '@article{Hou_Yao_Li_Peng_Shi_Zhou_Pan_Liu_Hu_2022, title={Linearly shifting
ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film for body temperature
sensors}, volume={16}, number={1}, journal={Frontiers of materials science}, author={Hou,
W and Yao, Y and Li, Y and Peng, B and Shi, K and Zhou, Z and Pan, J and Liu,
M and Hu, J}, year={2022} }'
chicago: Hou, W, Y Yao, Y Li, B Peng, K Shi, Z Zhou, J Pan, M Liu, and J Hu. “Linearly
Shifting Ferromagnetic Resonance Response of La0.7Sr0.3MnO3 Thin Film for Body
Temperature Sensors.” Frontiers of Materials Science 16, no. 1 (2022).
ieee: W. Hou et al., “Linearly shifting ferromagnetic resonance response
of La0.7Sr0.3MnO3 thin film for body temperature sensors,” Frontiers of materials
science, vol. 16, no. 1, 2022.
mla: Hou, W., et al. “Linearly Shifting Ferromagnetic Resonance Response of La0.7Sr0.3MnO3
Thin Film for Body Temperature Sensors.” Frontiers of Materials Science,
vol. 16, no. 1, 2022.
short: W. Hou, Y. Yao, Y. Li, B. Peng, K. Shi, Z. Zhou, J. Pan, M. Liu, J. Hu, Frontiers
of Materials Science 16 (2022).
date_created: 2022-06-27T09:43:47Z
date_updated: 2022-06-27T12:49:59Z
department:
- _id: '27'
intvolume: ' 16'
issue: '1'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Frontiers of materials science
publication_identifier:
issn:
- 2095-025x
status: public
title: Linearly shifting ferromagnetic resonance response of La0.7Sr0.3MnO3 thin film
for body temperature sensors
type: journal_article
user_id: '15278'
volume: 16
year: '2022'
...
---
_id: '32234'
author:
- first_name: M
full_name: Wojciechowski, M
last_name: Wojciechowski
citation:
ama: Wojciechowski M. Dataset for random uniform distributions of 2D circles and
3D spheres. Data Brief. 2022;43:108318.
apa: Wojciechowski, M. (2022). Dataset for random uniform distributions of 2D circles
and 3D spheres. Data Brief, 43, 108318.
bibtex: '@article{Wojciechowski_2022, title={Dataset for random uniform distributions
of 2D circles and 3D spheres.}, volume={43}, journal={Data Brief}, author={Wojciechowski,
M}, year={2022}, pages={108318} }'
chicago: 'Wojciechowski, M. “Dataset for Random Uniform Distributions of 2D Circles
and 3D Spheres.” Data Brief 43 (2022): 108318.'
ieee: M. Wojciechowski, “Dataset for random uniform distributions of 2D circles
and 3D spheres.,” Data Brief, vol. 43, p. 108318, 2022.
mla: Wojciechowski, M. “Dataset for Random Uniform Distributions of 2D Circles and
3D Spheres.” Data Brief, vol. 43, 2022, p. 108318.
short: M. Wojciechowski, Data Brief 43 (2022) 108318.
date_created: 2022-06-28T06:53:33Z
date_updated: 2022-06-28T06:54:00Z
department:
- _id: '27'
external_id:
pmid:
- '35677623'
intvolume: ' 43'
language:
- iso: eng
page: '108318'
pmid: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Data Brief
publication_identifier:
issn:
- 2352-3409
status: public
title: Dataset for random uniform distributions of 2D circles and 3D spheres.
type: journal_article
user_id: '15278'
volume: 43
year: '2022'
...
---
_id: '32414'
author:
- first_name: Michael
full_name: Lass, Michael
id: '24135'
last_name: Lass
orcid: 0000-0002-5708-7632
citation:
ama: Lass M. Bringing Massive Parallelism and Hardware Acceleration to Linear
Scaling Density Functional Theory Through Targeted Approximations. Universität
Paderborn; 2022. doi:10.17619/UNIPB/1-1281
apa: Lass, M. (2022). Bringing Massive Parallelism and Hardware Acceleration
to Linear Scaling Density Functional Theory Through Targeted Approximations.
Universität Paderborn. https://doi.org/10.17619/UNIPB/1-1281
bibtex: '@book{Lass_2022, place={Paderborn}, title={Bringing Massive Parallelism
and Hardware Acceleration to Linear Scaling Density Functional Theory Through
Targeted Approximations}, DOI={10.17619/UNIPB/1-1281},
publisher={Universität Paderborn}, author={Lass, Michael}, year={2022} }'
chicago: 'Lass, Michael. Bringing Massive Parallelism and Hardware Acceleration
to Linear Scaling Density Functional Theory Through Targeted Approximations.
Paderborn: Universität Paderborn, 2022. https://doi.org/10.17619/UNIPB/1-1281.'
ieee: 'M. Lass, Bringing Massive Parallelism and Hardware Acceleration to Linear
Scaling Density Functional Theory Through Targeted Approximations. Paderborn:
Universität Paderborn, 2022.'
mla: Lass, Michael. Bringing Massive Parallelism and Hardware Acceleration to
Linear Scaling Density Functional Theory Through Targeted Approximations.
Universität Paderborn, 2022, doi:10.17619/UNIPB/1-1281.
short: M. Lass, Bringing Massive Parallelism and Hardware Acceleration to Linear
Scaling Density Functional Theory Through Targeted Approximations, Universität
Paderborn, Paderborn, 2022.
date_created: 2022-07-25T18:13:51Z
date_updated: 2022-07-25T18:14:23Z
department:
- _id: '27'
- _id: '518'
doi: 10.17619/UNIPB/1-1281
language:
- iso: eng
place: Paderborn
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
title: Bringing Massive Parallelism and Hardware Acceleration to Linear Scaling Density
Functional Theory Through Targeted Approximations
type: dissertation
user_id: '24135'
year: '2022'
...
---
_id: '36879'
abstract:
- lang: eng
text: The Julia programming language has evolved into a modern alternative to fill
existing gaps in scientific computing and data science applications. Julia leverages
a unified and coordinated single-language and ecosystem paradigm and has a proven
track record of achieving high performance without sacrificing user productivity.
These aspects make Julia a viable alternative to high-performance computing's
(HPC's) existing and increasingly costly many-body workflow composition strategy
in which traditional HPC languages (e.g., Fortran, C, C++) are used for simulations,
and higher-level languages (e.g., Python, R, MATLAB) are used for data analysis
and interactive computing. Julia's rapid growth in language capabilities, package
ecosystem, and community make it a promising universal language for HPC. This
paper presents the views of a multidisciplinary group of researchers from academia,
government, and industry that advocate for an HPC software development paradigm
that emphasizes developer productivity, workflow portability, and low barriers
for entry. We believe that the Julia programming language, its ecosystem, and
its community provide modern and powerful capabilities that enable this group's
objectives. Crucially, we believe that Julia can provide a feasible and less costly
approach to programming scientific applications and workflows that target HPC
facilities. In this work, we examine the current practice and role of Julia as
a common, end-to-end programming model to address major challenges in scientific
reproducibility, data-driven AI/machine learning, co-design and workflows, scalability
and performance portability in heterogeneous computing, network communication,
data management, and community education. As a result, the diversification of
current investments to fulfill the needs of the upcoming decade is crucial as
more supercomputing centers prepare for the exascale era.
author:
- first_name: Valentin
full_name: Churavy, Valentin
last_name: Churavy
- first_name: William F
full_name: Godoy, William F
last_name: Godoy
- first_name: Carsten
full_name: Bauer, Carsten
id: '90082'
last_name: Bauer
- first_name: Hendrik
full_name: Ranocha, Hendrik
last_name: Ranocha
- first_name: Michael
full_name: Schlottke-Lakemper, Michael
last_name: Schlottke-Lakemper
- first_name: Ludovic
full_name: Räss, Ludovic
last_name: Räss
- first_name: Johannes
full_name: Blaschke, Johannes
last_name: Blaschke
- first_name: Mosè
full_name: Giordano, Mosè
last_name: Giordano
- first_name: Erik
full_name: Schnetter, Erik
last_name: Schnetter
- first_name: Samuel
full_name: Omlin, Samuel
last_name: Omlin
- first_name: Jeffrey S
full_name: Vetter, Jeffrey S
last_name: Vetter
- first_name: Alan
full_name: Edelman, Alan
last_name: Edelman
citation:
ama: Churavy V, Godoy WF, Bauer C, et al. Bridging HPC Communities through the Julia
Programming Language. Published online 2022.
apa: Churavy, V., Godoy, W. F., Bauer, C., Ranocha, H., Schlottke-Lakemper, M.,
Räss, L., Blaschke, J., Giordano, M., Schnetter, E., Omlin, S., Vetter, J. S.,
& Edelman, A. (2022). Bridging HPC Communities through the Julia Programming
Language.
bibtex: '@article{Churavy_Godoy_Bauer_Ranocha_Schlottke-Lakemper_Räss_Blaschke_Giordano_Schnetter_Omlin_et
al._2022, title={Bridging HPC Communities through the Julia Programming Language},
author={Churavy, Valentin and Godoy, William F and Bauer, Carsten and Ranocha,
Hendrik and Schlottke-Lakemper, Michael and Räss, Ludovic and Blaschke, Johannes
and Giordano, Mosè and Schnetter, Erik and Omlin, Samuel and et al.}, year={2022}
}'
chicago: Churavy, Valentin, William F Godoy, Carsten Bauer, Hendrik Ranocha, Michael
Schlottke-Lakemper, Ludovic Räss, Johannes Blaschke, et al. “Bridging HPC Communities
through the Julia Programming Language,” 2022.
ieee: V. Churavy et al., “Bridging HPC Communities through the Julia Programming
Language.” 2022.
mla: Churavy, Valentin, et al. Bridging HPC Communities through the Julia Programming
Language. 2022.
short: V. Churavy, W.F. Godoy, C. Bauer, H. Ranocha, M. Schlottke-Lakemper, L. Räss,
J. Blaschke, M. Giordano, E. Schnetter, S. Omlin, J.S. Vetter, A. Edelman, (2022).
date_created: 2023-01-16T09:10:48Z
date_updated: 2023-01-16T09:16:20Z
department:
- _id: '27'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2211.02740
oa: '1'
status: public
title: Bridging HPC Communities through the Julia Programming Language
type: preprint
user_id: '90082'
year: '2022'
...
---
_id: '40523'
abstract:
- lang: eng
text: AbstractTailored nanoscale quantum light
sources, matching the specific needs of use cases, are crucial building blocks
for photonic quantum technologies. Several different approaches to realize solid-state
quantum emitters with high performance have been pursued and different concepts
for energy tuning have been established. However, the properties of the emitted
photons are always defined by the individual quantum emitter and can therefore
not be controlled with full flexibility. Here we introduce an all-optical nonlinear
method to tailor and control the single photon emission. We demonstrate a laser-controlled
down-conversion process from an excited state of a semiconductor quantum three-level
system. Based on this concept, we realize energy tuning and polarization control
of the single photon emission with a control-laser field. Our results mark an
important step towards tailored single photon emission from a photonic quantum
system based on quantum optical principles.
article_number: '1387'
author:
- first_name: B.
full_name: Jonas, B.
last_name: Jonas
- first_name: Dirk Florian
full_name: Heinze, Dirk Florian
id: '10904'
last_name: Heinze
- first_name: E.
full_name: Schöll, E.
last_name: Schöll
- first_name: P.
full_name: Kallert, P.
last_name: Kallert
- first_name: T.
full_name: Langer, T.
last_name: Langer
- first_name: S.
full_name: Krehs, S.
last_name: Krehs
- first_name: A.
full_name: Widhalm, A.
last_name: Widhalm
- first_name: Klaus
full_name: Jöns, Klaus
id: '85353'
last_name: Jöns
- first_name: Dirk
full_name: Reuter, Dirk
id: '37763'
last_name: Reuter
- first_name: Stefan
full_name: Schumacher, Stefan
id: '27271'
last_name: Schumacher
orcid: 0000-0003-4042-4951
- first_name: Artur
full_name: Zrenner, Artur
id: '606'
last_name: Zrenner
orcid: 0000-0002-5190-0944
citation:
ama: Jonas B, Heinze DF, Schöll E, et al. Nonlinear down-conversion in a single
quantum dot. Nature Communications. 2022;13(1). doi:10.1038/s41467-022-28993-3
apa: Jonas, B., Heinze, D. F., Schöll, E., Kallert, P., Langer, T., Krehs, S., Widhalm,
A., Jöns, K., Reuter, D., Schumacher, S., & Zrenner, A. (2022). Nonlinear
down-conversion in a single quantum dot. Nature Communications, 13(1),
Article 1387. https://doi.org/10.1038/s41467-022-28993-3
bibtex: '@article{Jonas_Heinze_Schöll_Kallert_Langer_Krehs_Widhalm_Jöns_Reuter_Schumacher_et
al._2022, title={Nonlinear down-conversion in a single quantum dot}, volume={13},
DOI={10.1038/s41467-022-28993-3},
number={11387}, journal={Nature Communications}, publisher={Springer Science and
Business Media LLC}, author={Jonas, B. and Heinze, Dirk Florian and Schöll, E.
and Kallert, P. and Langer, T. and Krehs, S. and Widhalm, A. and Jöns, Klaus and
Reuter, Dirk and Schumacher, Stefan and et al.}, year={2022} }'
chicago: Jonas, B., Dirk Florian Heinze, E. Schöll, P. Kallert, T. Langer, S. Krehs,
A. Widhalm, et al. “Nonlinear Down-Conversion in a Single Quantum Dot.” Nature
Communications 13, no. 1 (2022). https://doi.org/10.1038/s41467-022-28993-3.
ieee: 'B. Jonas et al., “Nonlinear down-conversion in a single quantum dot,”
Nature Communications, vol. 13, no. 1, Art. no. 1387, 2022, doi: 10.1038/s41467-022-28993-3.'
mla: Jonas, B., et al. “Nonlinear Down-Conversion in a Single Quantum Dot.” Nature
Communications, vol. 13, no. 1, 1387, Springer Science and Business Media
LLC, 2022, doi:10.1038/s41467-022-28993-3.
short: B. Jonas, D.F. Heinze, E. Schöll, P. Kallert, T. Langer, S. Krehs, A. Widhalm,
K. Jöns, D. Reuter, S. Schumacher, A. Zrenner, Nature Communications 13 (2022).
date_created: 2023-01-27T13:41:42Z
date_updated: 2023-04-20T15:18:31Z
department:
- _id: '15'
- _id: '297'
- _id: '230'
- _id: '429'
- _id: '27'
- _id: '623'
- _id: '170'
- _id: '35'
doi: 10.1038/s41467-022-28993-3
intvolume: ' 13'
issue: '1'
keyword:
- General Physics and Astronomy
- General Biochemistry
- Genetics and Molecular Biology
- General Chemistry
- Multidisciplinary
language:
- iso: eng
project:
- _id: '53'
name: 'TRR 142: TRR 142'
- _id: '54'
name: 'TRR 142 - A: TRR 142 - Project Area A'
- _id: '60'
name: 'TRR 142 - A03: TRR 142 - Subproject A03'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Nature Communications
publication_identifier:
issn:
- 2041-1723
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Nonlinear down-conversion in a single quantum dot
type: journal_article
user_id: '16199'
volume: 13
year: '2022'
...