---
_id: '54865'
article_number: '076201'
author:
- first_name: Marvin
full_name: Krenz, Marvin
id: '52309'
last_name: Krenz
- first_name: Uwe
full_name: Gerstmann, Uwe
id: '171'
last_name: Gerstmann
orcid: 0000-0002-4476-223X
- first_name: Wolf Gero
full_name: Schmidt, Wolf Gero
id: '468'
last_name: Schmidt
orcid: 0000-0002-2717-5076
citation:
ama: Krenz M, Gerstmann U, Schmidt WG. Defect-Assisted Exciton Transfer across the
Tetracene-Si(111):H Interface. Physical Review Letters. 2024;132(7). doi:10.1103/physrevlett.132.076201
apa: Krenz, M., Gerstmann, U., & Schmidt, W. G. (2024). Defect-Assisted Exciton
Transfer across the Tetracene-Si(111):H Interface. Physical Review Letters,
132(7), Article 076201. https://doi.org/10.1103/physrevlett.132.076201
bibtex: '@article{Krenz_Gerstmann_Schmidt_2024, title={Defect-Assisted Exciton Transfer
across the Tetracene-Si(111):H Interface}, volume={132}, DOI={10.1103/physrevlett.132.076201},
number={7076201}, journal={Physical Review Letters}, publisher={American Physical
Society (APS)}, author={Krenz, Marvin and Gerstmann, Uwe and Schmidt, Wolf Gero},
year={2024} }'
chicago: Krenz, Marvin, Uwe Gerstmann, and Wolf Gero Schmidt. “Defect-Assisted Exciton
Transfer across the Tetracene-Si(111):H Interface.” Physical Review Letters
132, no. 7 (2024). https://doi.org/10.1103/physrevlett.132.076201.
ieee: 'M. Krenz, U. Gerstmann, and W. G. Schmidt, “Defect-Assisted Exciton Transfer
across the Tetracene-Si(111):H Interface,” Physical Review Letters, vol.
132, no. 7, Art. no. 076201, 2024, doi: 10.1103/physrevlett.132.076201.'
mla: Krenz, Marvin, et al. “Defect-Assisted Exciton Transfer across the Tetracene-Si(111):H
Interface.” Physical Review Letters, vol. 132, no. 7, 076201, American
Physical Society (APS), 2024, doi:10.1103/physrevlett.132.076201.
short: M. Krenz, U. Gerstmann, W.G. Schmidt, Physical Review Letters 132 (2024).
date_created: 2024-06-24T09:39:42Z
date_updated: 2025-12-05T13:38:22Z
department:
- _id: '15'
- _id: '170'
- _id: '295'
- _id: '790'
- _id: '429'
- _id: '27'
- _id: '230'
- _id: '35'
doi: 10.1103/physrevlett.132.076201
intvolume: ' 132'
issue: '7'
language:
- iso: eng
project:
- _id: '53'
name: 'TRR 142: TRR 142 - Maßgeschneiderte nichtlineare Photonik: Von grundlegenden
Konzepten zu funktionellen Strukturen'
- _id: '54'
name: 'TRR 142 - A: TRR 142 - Project Area A'
- _id: '55'
name: 'TRR 142 - B: TRR 142 - Project Area B'
- _id: '168'
name: 'TRR 142 - B07: TRR 142 - Polaronen-Einfluss auf die optischen Eigenschaften
von Lithiumniobat (B07*)'
- _id: '166'
name: 'TRR 142 - A11: TRR 142 - Subproject A11'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Physical Review Letters
publication_identifier:
issn:
- 0031-9007
- 1079-7114
publication_status: published
publisher: American Physical Society (APS)
status: public
title: Defect-Assisted Exciton Transfer across the Tetracene-Si(111):H Interface
type: journal_article
user_id: '16199'
volume: 132
year: '2024'
...
---
_id: '62868'
abstract:
- lang: eng
text: We theoretically investigate strategies for the deterministic creation
of trains of time-bin entangled photons using an individual quantum emitter described
by a Λ-type electronic system. We explicitly demonstrate the theoretical generation
of linear cluster states with substantial numbers of entangled photonic qubits
in full microscopic numerical simulations. The underlying scheme is based on the
manipulation of ground state coherences through precise optical driving. One important
finding is that the most easily accessible quality metrics, the achievable rotation
fidelities, fall short in assessing the actual quantum correlations of the emitted
photons in the face of losses. To address this, we explicitly calculate stabilizer
generator expectation values as a superior gauge for the quantum properties of
the generated many-photon state. With widespread applicability in other emitter
and excitation–emission schemes also, our work lays the conceptual foundations
for an in-depth practical analysis of time-bin entanglement based on full numerical
simulations with predictive capabilities for realistic systems and setups, including
losses and imperfections. The specific results shown in the present work illustrate
that with controlled minimization of losses and realistic system parameters for
quantum-dot type systems, useful linear cluster states of significant lengths
can be generated in the calculations, discussing the possibility of scalability
for quantum information processing endeavors.
article_number: '036110'
author:
- first_name: David
full_name: Bauch, David
last_name: Bauch
- first_name: Nikolas
full_name: Köcher, Nikolas
id: '79191'
last_name: Köcher
- first_name: Nils
full_name: Heinisch, Nils
id: '90283'
last_name: Heinisch
orcid: 0009-0006-0984-2097
- first_name: Stefan
full_name: Schumacher, Stefan
id: '27271'
last_name: Schumacher
orcid: 0000-0003-4042-4951
citation:
ama: Bauch D, Köcher N, Heinisch N, Schumacher S. Time-bin entanglement in the deterministic
generation of linear photonic cluster states. APL Quantum. 2024;1(3). doi:10.1063/5.0214197
apa: Bauch, D., Köcher, N., Heinisch, N., & Schumacher, S. (2024). Time-bin
entanglement in the deterministic generation of linear photonic cluster states.
APL Quantum, 1(3), Article 036110. https://doi.org/10.1063/5.0214197
bibtex: '@article{Bauch_Köcher_Heinisch_Schumacher_2024, title={Time-bin entanglement
in the deterministic generation of linear photonic cluster states}, volume={1},
DOI={10.1063/5.0214197}, number={3036110},
journal={APL Quantum}, publisher={AIP Publishing}, author={Bauch, David and Köcher,
Nikolas and Heinisch, Nils and Schumacher, Stefan}, year={2024} }'
chicago: Bauch, David, Nikolas Köcher, Nils Heinisch, and Stefan Schumacher. “Time-Bin
Entanglement in the Deterministic Generation of Linear Photonic Cluster States.”
APL Quantum 1, no. 3 (2024). https://doi.org/10.1063/5.0214197.
ieee: 'D. Bauch, N. Köcher, N. Heinisch, and S. Schumacher, “Time-bin entanglement
in the deterministic generation of linear photonic cluster states,” APL Quantum,
vol. 1, no. 3, Art. no. 036110, 2024, doi: 10.1063/5.0214197.'
mla: Bauch, David, et al. “Time-Bin Entanglement in the Deterministic Generation
of Linear Photonic Cluster States.” APL Quantum, vol. 1, no. 3, 036110,
AIP Publishing, 2024, doi:10.1063/5.0214197.
short: D. Bauch, N. Köcher, N. Heinisch, S. Schumacher, APL Quantum 1 (2024).
date_created: 2025-12-04T12:35:53Z
date_updated: 2025-12-05T13:55:00Z
department:
- _id: '15'
- _id: '170'
- _id: '297'
- _id: '705'
- _id: '35'
- _id: '27'
- _id: '429'
- _id: '230'
- _id: '623'
doi: 10.1063/5.0214197
intvolume: ' 1'
issue: '3'
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '173'
name: 'TRR 142; TP C09: Ideale Erzeugung von Photonenpaaren für Verschränkungsaustausch
bei Telekom Wellenlängen'
- _id: '266'
name: 'PhoQC: Photonisches Quantencomputing'
- _id: '53'
name: 'TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten
zu funktionellen Strukturen'
- _id: '56'
name: TRR 142 - Project Area C
publication: APL Quantum
publication_identifier:
issn:
- 2835-0103
publication_status: published
publisher: AIP Publishing
status: public
title: Time-bin entanglement in the deterministic generation of linear photonic cluster
states
type: journal_article
user_id: '16199'
volume: 1
year: '2024'
...
---
_id: '62942'
abstract:
- lang: eng
text: AbstractNanostructured bilayer thin films
with superhydrophobic and superhydrophilic surfaces were prepared using Ti6Al4V
alloy substrates which allowed for the comparative analysis of polyvinyl acetate
(PVAc) particle adsorption as a function of the interface structure. The PVAc
particles were obtained from emulsion polymerization of vinyl acetate. A superhydrophilic
TiO2 nanofiber-based 3D network was created on the Ti6Al4V
alloy substrate by application of a hydrothermal method. Subsequent UV-grafting
of ultra-thin polydimethylsiloxane (PDMS) layers resulted in a superhydrophobic
surface. The modification steps were followed via Diffuse Reflectance Infrared
Fourier Transform Spectroscopy, X-ray Photoelectron Spectroscopy, Field Emission-Scanning
Electron Microscopy, contact angle and Electrochemical Impedance Spectroscopy.
A mechanism for the adsorption of PVAc at the two electrolyte/substrate interfaces
could be revealed.
article_number: '294'
author:
- first_name: Vanessa
full_name: Neßlinger, Vanessa
id: '54649'
last_name: Neßlinger
orcid: 0000-0001-9416-1646
- first_name: Jan
full_name: Atlanov, Jan
last_name: Atlanov
- first_name: Guido
full_name: Grundmeier, Guido
id: '194'
last_name: Grundmeier
citation:
ama: Neßlinger V, Atlanov J, Grundmeier G. Interactions of polyvinyl acetate dispersions
with nanostructured superhydrophilic and superhydrophobic Ti6Al4V alloy surfaces.
Discover Applied Sciences. 2024;6(6). doi:10.1007/s42452-024-05916-z
apa: Neßlinger, V., Atlanov, J., & Grundmeier, G. (2024). Interactions of polyvinyl
acetate dispersions with nanostructured superhydrophilic and superhydrophobic
Ti6Al4V alloy surfaces. Discover Applied Sciences, 6(6), Article
294. https://doi.org/10.1007/s42452-024-05916-z
bibtex: '@article{Neßlinger_Atlanov_Grundmeier_2024, title={Interactions of polyvinyl
acetate dispersions with nanostructured superhydrophilic and superhydrophobic
Ti6Al4V alloy surfaces}, volume={6}, DOI={10.1007/s42452-024-05916-z},
number={6294}, journal={Discover Applied Sciences}, publisher={Springer Science
and Business Media LLC}, author={Neßlinger, Vanessa and Atlanov, Jan and Grundmeier,
Guido}, year={2024} }'
chicago: Neßlinger, Vanessa, Jan Atlanov, and Guido Grundmeier. “Interactions of
Polyvinyl Acetate Dispersions with Nanostructured Superhydrophilic and Superhydrophobic
Ti6Al4V Alloy Surfaces.” Discover Applied Sciences 6, no. 6 (2024). https://doi.org/10.1007/s42452-024-05916-z.
ieee: 'V. Neßlinger, J. Atlanov, and G. Grundmeier, “Interactions of polyvinyl acetate
dispersions with nanostructured superhydrophilic and superhydrophobic Ti6Al4V
alloy surfaces,” Discover Applied Sciences, vol. 6, no. 6, Art. no. 294,
2024, doi: 10.1007/s42452-024-05916-z.'
mla: Neßlinger, Vanessa, et al. “Interactions of Polyvinyl Acetate Dispersions with
Nanostructured Superhydrophilic and Superhydrophobic Ti6Al4V Alloy Surfaces.”
Discover Applied Sciences, vol. 6, no. 6, 294, Springer Science and Business
Media LLC, 2024, doi:10.1007/s42452-024-05916-z.
short: V. Neßlinger, J. Atlanov, G. Grundmeier, Discover Applied Sciences 6 (2024).
date_created: 2025-12-08T08:32:26Z
date_updated: 2025-12-08T08:33:00Z
department:
- _id: '302'
doi: 10.1007/s42452-024-05916-z
intvolume: ' 6'
issue: '6'
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Discover Applied Sciences
publication_identifier:
issn:
- 3004-9261
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Interactions of polyvinyl acetate dispersions with nanostructured superhydrophilic
and superhydrophobic Ti6Al4V alloy surfaces
type: journal_article
user_id: '54649'
volume: 6
year: '2024'
...
---
_id: '53202'
abstract:
- lang: eng
text: At large scales, quantum systems may become advantageous over their classical
counterparts at performing certain tasks. Developing tools to analyze these systems
at the relevant scales, in a manner consistent with quantum mechanics, is therefore
critical to benchmarking performance and characterizing their operation. While
classical computational approaches cannot perform like-for-like computations of
quantum systems beyond a certain scale, classical high-performance computing (HPC)
may nevertheless be useful for precisely these characterization and certification
tasks. By developing open-source customized algorithms using high-performance
computing, we perform quantum tomography on a megascale quantum photonic detector
covering a Hilbert space of 106. This requires finding 108 elements of the matrix
corresponding to the positive operator valued measure (POVM), the quantum description
of the detector, and is achieved in minutes of computation time. Moreover, by
exploiting the structure of the problem, we achieve highly efficient parallel
scaling, paving the way for quantum objects up to a system size of 1012 elements
to be reconstructed using this method. In general, this shows that a consistent
quantum mechanical description of quantum phenomena is applicable at everyday
scales. More concretely, this enables the reconstruction of large-scale quantum
sources, processes and detectors used in computation and sampling tasks, which
may be necessary to prove their nonclassical character or quantum computational
advantage.
author:
- first_name: Timon
full_name: Schapeler, Timon
id: '55629'
last_name: Schapeler
orcid: 0000-0001-7652-1716
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-5397
- 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
- first_name: Tim
full_name: Bartley, Tim
id: '49683'
last_name: Bartley
citation:
ama: Schapeler T, Schade R, Lass M, Plessl C, Bartley T. Scalable quantum detector
tomography by high-performance computing. Quantum Science and Technology.
2024;10(1). doi:10.1088/2058-9565/ad8511
apa: Schapeler, T., Schade, R., Lass, M., Plessl, C., & Bartley, T. (2024).
Scalable quantum detector tomography by high-performance computing. Quantum
Science and Technology, 10(1). https://doi.org/10.1088/2058-9565/ad8511
bibtex: '@article{Schapeler_Schade_Lass_Plessl_Bartley_2024, title={Scalable quantum
detector tomography by high-performance computing}, volume={10}, DOI={10.1088/2058-9565/ad8511},
number={1}, journal={Quantum Science and Technology}, publisher={IOP Publishing},
author={Schapeler, Timon and Schade, Robert and Lass, Michael and Plessl, Christian
and Bartley, Tim}, year={2024} }'
chicago: Schapeler, Timon, Robert Schade, Michael Lass, Christian Plessl, and Tim
Bartley. “Scalable Quantum Detector Tomography by High-Performance Computing.”
Quantum Science and Technology 10, no. 1 (2024). https://doi.org/10.1088/2058-9565/ad8511.
ieee: 'T. Schapeler, R. Schade, M. Lass, C. Plessl, and T. Bartley, “Scalable quantum
detector tomography by high-performance computing,” Quantum Science and Technology,
vol. 10, no. 1, 2024, doi: 10.1088/2058-9565/ad8511.'
mla: Schapeler, Timon, et al. “Scalable Quantum Detector Tomography by High-Performance
Computing.” Quantum Science and Technology, vol. 10, no. 1, IOP Publishing,
2024, doi:10.1088/2058-9565/ad8511.
short: T. Schapeler, R. Schade, M. Lass, C. Plessl, T. Bartley, Quantum Science
and Technology 10 (2024).
date_created: 2024-04-04T08:43:18Z
date_updated: 2025-12-16T11:32:12Z
department:
- _id: '27'
- _id: '623'
- _id: '15'
doi: 10.1088/2058-9565/ad8511
external_id:
arxiv:
- '2404.02844'
intvolume: ' 10'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '239'
name: 'ERC-Grant: QuESADILLA: Quantum Engineering Superconducting Array Detectors
in Low-Light Applications'
- _id: '191'
name: 'PhoQuant: Photonische Quantencomputer - Quantencomputing Testplattform'
publication: Quantum Science and Technology
publisher: IOP Publishing
status: public
title: Scalable quantum detector tomography by high-performance computing
type: journal_article
user_id: '55629'
volume: 10
year: '2024'
...
---
_id: '53824'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Benjamin
full_name: Jurgelucks, Benjamin
last_name: Jurgelucks
- first_name: Lars
full_name: Meihost, Lars
id: '24769'
last_name: Meihost
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: 'Koch K, Claes L, Jurgelucks B, Meihost L, Henning B. Inverses Verfahren zur
Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
Netze. In: Gesellschaft für Akustik e.V. D, ed. Fortschritte der Akustik -
DAGA 2024. ; 2024:1113–1116.'
apa: Koch, K., Claes, L., Jurgelucks, B., Meihost, L., & Henning, B. (2024).
Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
durch neuronale Netze. In D. Gesellschaft für Akustik e.V. (Ed.), Fortschritte
der Akustik - DAGA 2024 (pp. 1113–1116).
bibtex: '@inproceedings{Koch_Claes_Jurgelucks_Meihost_Henning_2024, title={Inverses
Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch
neuronale Netze}, booktitle={Fortschritte der Akustik - DAGA 2024}, author={Koch,
Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars and Henning,
Bernd}, editor={Gesellschaft für Akustik e.V., Deutsche }, year={2024}, pages={1113–1116}
}'
chicago: Koch, Kevin, Leander Claes, Benjamin Jurgelucks, Lars Meihost, and Bernd
Henning. “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter
unterstützt durch neuronale Netze.” In Fortschritte der Akustik - DAGA 2024,
edited by Deutsche Gesellschaft für Akustik e.V., 1113–1116, 2024.
ieee: K. Koch, L. Claes, B. Jurgelucks, L. Meihost, and B. Henning, “Inverses Verfahren
zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale
Netze,” in Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.
mla: Koch, Kevin, et al. “Inverses Verfahren zur Identifikation piezoelektrischer
Materialparameter unterstützt durch neuronale Netze.” Fortschritte der Akustik
- DAGA 2024, edited by Deutsche Gesellschaft für Akustik e.V., 2024, pp.
1113–1116.
short: 'K. Koch, L. Claes, B. Jurgelucks, L. Meihost, B. Henning, in: D. Gesellschaft
für Akustik e.V. (Ed.), Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.'
conference:
end_date: 2024-03-21
start_date: 2024-03-18
date_created: 2024-05-02T13:34:01Z
date_updated: 2026-01-05T07:56:42Z
ddc:
- '620'
department:
- _id: '49'
editor:
- first_name: 'Deutsche '
full_name: 'Gesellschaft für Akustik e.V., Deutsche '
last_name: Gesellschaft für Akustik e.V.
file:
- access_level: open_access
content_type: application/pdf
creator: leanderc
date_created: 2024-05-02T13:36:51Z
date_updated: 2024-05-02T14:06:28Z
file_id: '53825'
file_name: daga2024koch.pdf
file_size: 365911
relation: main_file
file_date_updated: 2024-05-02T14:06:28Z
has_accepted_license: '1'
language:
- iso: ger
oa: '1'
page: 1113–1116
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publication: Fortschritte der Akustik - DAGA 2024
status: public
title: Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt
durch neuronale Netze
type: conference
user_id: '11829'
year: '2024'
...
---
_id: '55470'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Olga
full_name: Friesen, Olga
id: '44026'
last_name: Friesen
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
citation:
ama: Koch K, Friesen O, Claes L. Randomised Material Parameter Impedance Dataset
of Piezoelectric Rings. Zenodo; 2024. doi:10.5281/zenodo.13143680
apa: Koch, K., Friesen, O., & Claes, L. (2024). Randomised material parameter
impedance dataset of piezoelectric rings. Zenodo. https://doi.org/10.5281/zenodo.13143680
bibtex: '@book{Koch_Friesen_Claes_2024, title={Randomised material parameter impedance
dataset of piezoelectric rings}, DOI={10.5281/zenodo.13143680},
publisher={Zenodo}, author={Koch, Kevin and Friesen, Olga and Claes, Leander},
year={2024} }'
chicago: Koch, Kevin, Olga Friesen, and Leander Claes. Randomised Material Parameter
Impedance Dataset of Piezoelectric Rings. Zenodo, 2024. https://doi.org/10.5281/zenodo.13143680.
ieee: K. Koch, O. Friesen, and L. Claes, Randomised material parameter impedance
dataset of piezoelectric rings. Zenodo, 2024.
mla: Koch, Kevin, et al. Randomised Material Parameter Impedance Dataset of Piezoelectric
Rings. Zenodo, 2024, doi:10.5281/zenodo.13143680.
short: K. Koch, O. Friesen, L. Claes, Randomised Material Parameter Impedance Dataset
of Piezoelectric Rings, Zenodo, 2024.
date_created: 2024-07-31T14:10:12Z
date_updated: 2026-01-05T07:57:46Z
department:
- _id: '49'
doi: 10.5281/zenodo.13143680
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publisher: Zenodo
status: public
title: Randomised material parameter impedance dataset of piezoelectric rings
type: research_data
user_id: '11829'
year: '2024'
...
---
_id: '53662'
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
citation:
ama: Koch K, Claes L. Randomised Material Parameter Piezoelectric Impedance Dataset
with Structured Electrodes. zenodo; 2024. doi:10.5281/ZENODO.11064206
apa: Koch, K., & Claes, L. (2024). Randomised material parameter piezoelectric
impedance dataset with structured electrodes. zenodo. https://doi.org/10.5281/ZENODO.11064206
bibtex: '@book{Koch_Claes_2024, title={Randomised material parameter piezoelectric
impedance dataset with structured electrodes}, DOI={10.5281/ZENODO.11064206},
publisher={zenodo}, author={Koch, Kevin and Claes, Leander}, year={2024} }'
chicago: Koch, Kevin, and Leander Claes. Randomised Material Parameter Piezoelectric
Impedance Dataset with Structured Electrodes. zenodo, 2024. https://doi.org/10.5281/ZENODO.11064206.
ieee: K. Koch and L. Claes, Randomised material parameter piezoelectric impedance
dataset with structured electrodes. zenodo, 2024.
mla: Koch, Kevin, and Leander Claes. Randomised Material Parameter Piezoelectric
Impedance Dataset with Structured Electrodes. zenodo, 2024, doi:10.5281/ZENODO.11064206.
short: K. Koch, L. Claes, Randomised Material Parameter Piezoelectric Impedance
Dataset with Structured Electrodes, zenodo, 2024.
date_created: 2024-04-25T13:54:49Z
date_updated: 2026-01-05T07:56:58Z
department:
- _id: '49'
doi: 10.5281/ZENODO.11064206
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publisher: zenodo
status: public
title: Randomised material parameter piezoelectric impedance dataset with structured
electrodes
type: research_data
user_id: '11829'
year: '2024'
...
---
_id: '55416'
author:
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Olga
full_name: Friesen, Olga
id: '44026'
last_name: Friesen
- first_name: Lars
full_name: Meihost, Lars
id: '24769'
last_name: Meihost
citation:
ama: 'Claes L, Koch K, Friesen O, Meihost L. Machine Learning in Inverse Measurement
Problems: An Application to Piezoelectric Material Characterisation.; 2024.'
apa: 'Claes, L., Koch, K., Friesen, O., & Meihost, L. (2024). Machine learning
in inverse measurement problems: An application to piezoelectric material characterisation.'
bibtex: '@book{Claes_Koch_Friesen_Meihost_2024, place={International Workshop on
Piezoelectric Materials and Applications (IWPMA)}, title={Machine learning in
inverse measurement problems: An application to piezoelectric material characterisation},
author={Claes, Leander and Koch, Kevin and Friesen, Olga and Meihost, Lars}, year={2024}
}'
chicago: 'Claes, Leander, Kevin Koch, Olga Friesen, and Lars Meihost. Machine
Learning in Inverse Measurement Problems: An Application to Piezoelectric Material
Characterisation. International Workshop on Piezoelectric Materials and Applications
(IWPMA), 2024.'
ieee: 'L. Claes, K. Koch, O. Friesen, and L. Meihost, Machine learning in inverse
measurement problems: An application to piezoelectric material characterisation.
International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
mla: 'Claes, Leander, et al. Machine Learning in Inverse Measurement Problems:
An Application to Piezoelectric Material Characterisation. 2024.'
short: 'L. Claes, K. Koch, O. Friesen, L. Meihost, Machine Learning in Inverse Measurement
Problems: An Application to Piezoelectric Material Characterisation, International
Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.'
date_created: 2024-07-29T12:34:21Z
date_updated: 2026-01-05T07:57:27Z
department:
- _id: '49'
language:
- iso: eng
place: International Workshop on Piezoelectric Materials and Applications (IWPMA)
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
status: public
title: 'Machine learning in inverse measurement problems: An application to piezoelectric
material characterisation'
type: misc
user_id: '11829'
year: '2024'
...
---
_id: '54314'
alternative_title:
- Neural networks for initial value estimation in the identification of piezoelectric
material parameters
article_type: original
author:
- first_name: Kevin
full_name: Koch, Kevin
last_name: Koch
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Benjamin
full_name: Jurgelucks, Benjamin
last_name: Jurgelucks
- first_name: Lars
full_name: Meihost, Lars
id: '24769'
last_name: Meihost
citation:
ama: Koch K, Claes L, Jurgelucks B, Meihost L. Neuronale Netze zur Startwertschätzung
bei der Identifikation piezoelektrischer Materialparameter. tm - Technisches
Messen. Published online 2024. doi:10.1515/teme-2024-0099
apa: Koch, K., Claes, L., Jurgelucks, B., & Meihost, L. (2024). Neuronale Netze
zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter.
Tm - Technisches Messen. https://doi.org/10.1515/teme-2024-0099
bibtex: '@article{Koch_Claes_Jurgelucks_Meihost_2024, title={Neuronale Netze zur
Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter},
DOI={10.1515/teme-2024-0099},
journal={tm - Technisches Messen}, publisher={Walter de Gruyter GmbH}, author={Koch,
Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars}, year={2024}
}'
chicago: Koch, Kevin, Leander Claes, Benjamin Jurgelucks, and Lars Meihost. “Neuronale
Netze Zur Startwertschätzung Bei Der Identifikation Piezoelektrischer Materialparameter.”
Tm - Technisches Messen, 2024. https://doi.org/10.1515/teme-2024-0099.
ieee: 'K. Koch, L. Claes, B. Jurgelucks, and L. Meihost, “Neuronale Netze zur Startwertschätzung
bei der Identifikation piezoelektrischer Materialparameter,” tm - Technisches
Messen, 2024, doi: 10.1515/teme-2024-0099.'
mla: Koch, Kevin, et al. “Neuronale Netze Zur Startwertschätzung Bei Der Identifikation
Piezoelektrischer Materialparameter.” Tm - Technisches Messen, Walter de
Gruyter GmbH, 2024, doi:10.1515/teme-2024-0099.
short: K. Koch, L. Claes, B. Jurgelucks, L. Meihost, Tm - Technisches Messen (2024).
date_created: 2024-05-17T08:26:55Z
date_updated: 2026-01-05T07:59:09Z
department:
- _id: '49'
doi: 10.1515/teme-2024-0099
language:
- iso: eng
main_file_link:
- url: https://www.degruyter.com/document/doi/10.1515/teme-2024-0099/html
project:
- _id: '90'
name: 'ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '245'
name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
für Leistungsschallanwendungen (NEPTUN)'
publication: tm - Technisches Messen
publisher: Walter de Gruyter GmbH
quality_controlled: '1'
status: public
title: Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer
Materialparameter
type: journal_article
user_id: '11829'
year: '2024'
...
---
_id: '56654'
abstract:
- lang: eng
text: Residual stresses in directly joined laminates made of steel and carbon fiber
reinforced epoxy resin reduce the interface and bond strength and thus have to
be taken into account for the strength analysis of structural components. For
a holistic description of residual stresses, a thermo-chemo-mechanical constitutive
model is introduced in the present work and presented for the multi-scale analysis
of residual stress patterns. In this context, the analysis of representative unit
cells with regular and stochastic distribution of fibers gives information about
the associated deformation and stress fields. Dehomogenization at macroscopically
highly stressed regions, characterized by local stress peaks, reveals the effect
of gradient deformation in the microstructure. Another aspect of this work is
the development of FFT-based Galerkin methods, which allows an evaluation of the
effect of defect densities, heterogeneities and morphologies on the applicability
of the incremental hole drilling method. It could be demonstrated that the incremental
hole drilling method is particularly sensitive to defects running along the surface.
- lang: ger
text: Eigenspannungen in direktgefügten Werkstoffverbunden aus Stahl und kohlenstofffaserverstärktem
Epoxidharz reduzieren die Grenzschicht- und Verbundfestigkeit und sind somit für
die Festigkeitsbeurteilung von Strukturen zwingend zu berücksichtigen. Zur ganzheitlichen
Beschreibung von Eigenspannungen wird in der vorliegenden Arbeit ein thermo-chemo-mechanisches
Konstitutivmodell für die skalenübergreifende Bewertung von Eigenspannungsverteilungen
vorgestellt. Die Analyse von repräsentativen Einheitszellen mit regulärer und
stochastischer Verteilung von Fasern liefert in diesem Zusammenhang Informationen
über die zugehörigen Deformations- und Spannungsfelder. Die Dehomogenisierung
an makroskopisch hochbelasteten Bereichen, die durch lokale Spannungsüberhöhungen
gekennzeichnet sind, zeigt die Auswirkung der gradientenbehafteten Deformation
in der Mikrostruktur. Ein weiterer Aspekt dieser Arbeit ist die Entwicklung FFT-basierter
Galerkin-Methoden, die es erstmalig erlauben, eine Bewertung der Auswirkung von
Defektdichte, Heterogenität und Morphologie auf die Anwendbarkeit der inkrementellen
Bohrlochmethode vorzunehmen. Es konnte nachgewiesen werden, dass die inkrementelle
Bohrlochmethode insbesondere auf an der Oberfläche verlaufende Defekte sensitiv
reagiert.
author:
- first_name: Steffen Rainer
full_name: Tinkloh, Steffen Rainer
last_name: Tinkloh
citation:
ama: Tinkloh SR. Mikromechanische Analyse von Eigenspannungen in direktgefügten
kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden. BoD - Books
on Demand; 2024.
apa: Tinkloh, S. R. (2024). Mikromechanische Analyse von Eigenspannungen in direktgefügten
kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden. BoD - Books
on Demand.
bibtex: '@book{Tinkloh_2024, title={Mikromechanische Analyse von Eigenspannungen
in direktgefügten kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden},
publisher={BoD - Books on Demand}, author={Tinkloh, Steffen Rainer}, year={2024}
}'
chicago: Tinkloh, Steffen Rainer. Mikromechanische Analyse von Eigenspannungen
in direktgefügten kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden.
BoD - Books on Demand, 2024.
ieee: S. R. Tinkloh, Mikromechanische Analyse von Eigenspannungen in direktgefügten
kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden. BoD - Books
on Demand, 2024.
mla: Tinkloh, Steffen Rainer. Mikromechanische Analyse von Eigenspannungen in
direktgefügten kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden.
BoD - Books on Demand, 2024.
short: S.R. Tinkloh, Mikromechanische Analyse von Eigenspannungen in direktgefügten
kohlenstofffaserverstärkten Kunststoff-Stahl-Schichtverbunden, BoD - Books on
Demand, 2024.
date_created: 2024-10-17T07:56:02Z
date_updated: 2026-03-19T10:57:29Z
department:
- _id: '9'
- _id: '149'
- _id: '321'
extern: '1'
keyword:
- Hybride Werkstoffverbunde
- Eigenspanungen
- FFT-basierte Galerkin-Methode
- Mikromechanik
- Finite-Elemente-Methode
language:
- iso: ger
page: '168'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication_identifier:
isbn:
- '9783757887650'
publication_status: published
publisher: BoD - Books on Demand
status: public
supervisor:
- first_name: Thomas
full_name: Tröster, Thomas
last_name: Tröster
- first_name: Thomas
full_name: Niendorf, Thomas
last_name: Niendorf
title: Mikromechanische Analyse von Eigenspannungen in direktgefügten kohlenstofffaserverstärkten
Kunststoff-Stahl-Schichtverbunden
type: dissertation
user_id: '71335'
year: '2024'
...
---
_id: '56481'
author:
- first_name: Christoph
full_name: Berganski, Christoph
id: '98854'
last_name: Berganski
- first_name: Felix
full_name: Jentzsch, Felix
id: '55631'
last_name: Jentzsch
orcid: 0000-0003-4987-5708
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Max
full_name: Kuhmichel, Max
last_name: Kuhmichel
- first_name: Heiner
full_name: Giefers, Heiner
last_name: Giefers
citation:
ama: 'Berganski C, Jentzsch F, Platzner M, Kuhmichel M, Giefers H. FINN-T: Compiling
Custom Dataflow Accelerators for Quantized Transformers. In: ; 2024.'
apa: 'Berganski, C., Jentzsch, F., Platzner, M., Kuhmichel, M., & Giefers, H.
(2024). FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers.
International Conference on Field Programmable Technology, Sydney.'
bibtex: '@inproceedings{Berganski_Jentzsch_Platzner_Kuhmichel_Giefers_2024, title={FINN-T:
Compiling Custom Dataflow Accelerators for Quantized Transformers}, author={Berganski,
Christoph and Jentzsch, Felix and Platzner, Marco and Kuhmichel, Max and Giefers,
Heiner}, year={2024} }'
chicago: 'Berganski, Christoph, Felix Jentzsch, Marco Platzner, Max Kuhmichel, and
Heiner Giefers. “FINN-T: Compiling Custom Dataflow Accelerators for Quantized
Transformers,” 2024.'
ieee: 'C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, and H. Giefers, “FINN-T:
Compiling Custom Dataflow Accelerators for Quantized Transformers,” presented
at the International Conference on Field Programmable Technology, Sydney, 2024.'
mla: 'Berganski, Christoph, et al. FINN-T: Compiling Custom Dataflow Accelerators
for Quantized Transformers. 2024.'
short: 'C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.'
conference:
end_date: 2024-12-12
location: Sydney
name: International Conference on Field Programmable Technology
start_date: 2024-12-10
date_created: 2024-10-10T07:49:13Z
date_updated: 2026-04-27T14:14:40Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: 'FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers'
type: conference
user_id: '55631'
year: '2024'
...
---
_id: '54245'
author:
- first_name: Luca-Sebastian
full_name: Henke, Luca-Sebastian
last_name: Henke
citation:
ama: Henke L-S. Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting.;
2024.
apa: Henke, L.-S. (2024). Exploring Custom FPGA Accelerators for DNN-based RF
Fingerprinting.
bibtex: '@book{Henke_2024, title={Exploring Custom FPGA Accelerators for DNN-based
RF Fingerprinting}, author={Henke, Luca-Sebastian}, year={2024} }'
chicago: Henke, Luca-Sebastian. Exploring Custom FPGA Accelerators for DNN-Based
RF Fingerprinting, 2024.
ieee: L.-S. Henke, Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting.
2024.
mla: Henke, Luca-Sebastian. Exploring Custom FPGA Accelerators for DNN-Based
RF Fingerprinting. 2024.
short: L.-S. Henke, Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting,
2024.
date_created: 2024-05-13T14:00:01Z
date_updated: 2026-04-27T14:20:23Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
supervisor:
- first_name: Felix
full_name: Jentzsch, Felix
id: '55631'
last_name: Jentzsch
orcid: 0000-0003-4987-5708
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
title: Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting
type: mastersthesis
user_id: '55631'
year: '2024'
...
---
_id: '21199'
abstract:
- lang: eng
text: "As in almost every other branch of science, the major advances in data\r\nscience
and machine learning have also resulted in significant improvements\r\nregarding
the modeling and simulation of nonlinear dynamical systems. It is\r\nnowadays
possible to make accurate medium to long-term predictions of highly\r\ncomplex
systems such as the weather, the dynamics within a nuclear fusion\r\nreactor,
of disease models or the stock market in a very efficient manner. In\r\nmany cases,
predictive methods are advertised to ultimately be useful for\r\ncontrol, as the
control of high-dimensional nonlinear systems is an engineering\r\ngrand challenge
with huge potential in areas such as clean and efficient energy\r\nproduction,
or the development of advanced medical devices. However, the\r\nquestion of how
to use a predictive model for control is often left unanswered\r\ndue to the associated
challenges, namely a significantly higher system\r\ncomplexity, the requirement
of much larger data sets and an increased and often\r\nproblem-specific modeling
effort. To solve these issues, we present a universal\r\nframework (which we call
QuaSiModO:\r\nQuantization-Simulation-Modeling-Optimization) to transform arbitrary\r\npredictive
models into control systems and use them for feedback control. The\r\nadvantages
of our approach are a linear increase in data requirements with\r\nrespect to
the control dimension, performance guarantees that rely exclusively\r\non the
accuracy of the predictive model, and only little prior knowledge\r\nrequirements
in control theory to solve complex control problems. In particular\r\nthe latter
point is of key importance to enable a large number of researchers\r\nand practitioners
to exploit the ever increasing capabilities of predictive\r\nmodels for control
in a straight-forward and systematic fashion."
article_number: '110840'
author:
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Katharina
full_name: Bieker, Katharina
id: '32829'
last_name: Bieker
citation:
ama: Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to
Control Systems. Automatica. 2023;149. doi:10.1016/j.automatica.2022.110840
apa: Peitz, S., & Bieker, K. (2023). On the Universal Transformation of Data-Driven
Models to Control Systems. Automatica, 149, Article 110840. https://doi.org/10.1016/j.automatica.2022.110840
bibtex: '@article{Peitz_Bieker_2023, title={On the Universal Transformation of Data-Driven
Models to Control Systems}, volume={149}, DOI={10.1016/j.automatica.2022.110840},
number={110840}, journal={Automatica}, publisher={Elsevier}, author={Peitz, Sebastian
and Bieker, Katharina}, year={2023} }'
chicago: Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation
of Data-Driven Models to Control Systems.” Automatica 149 (2023). https://doi.org/10.1016/j.automatica.2022.110840.
ieee: 'S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models
to Control Systems,” Automatica, vol. 149, Art. no. 110840, 2023, doi:
10.1016/j.automatica.2022.110840.'
mla: Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of
Data-Driven Models to Control Systems.” Automatica, vol. 149, 110840, Elsevier,
2023, doi:10.1016/j.automatica.2022.110840.
short: S. Peitz, K. Bieker, Automatica 149 (2023).
date_created: 2021-02-10T07:04:15Z
date_updated: 2023-01-07T12:01:58Z
department:
- _id: '101'
- _id: '655'
doi: 10.1016/j.automatica.2022.110840
intvolume: ' 149'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S0005109822007075/pdfft?isDTMRedir=true&download=true
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Automatica
publication_status: published
publisher: Elsevier
status: public
title: On the Universal Transformation of Data-Driven Models to Control Systems
type: journal_article
user_id: '47427'
volume: 149
year: '2023'
...
---
_id: '35602'
abstract:
- lang: eng
text: "Continuous Speech Separation (CSS) has been proposed to address speech overlaps
during the analysis of realistic meeting-like conversations by eliminating any
overlaps before further processing.\r\nCSS separates a recording of arbitrarily
many speakers into a small number of overlap-free output channels, where each
output channel may contain speech of multiple speakers.\r\nThis is often done
by applying a conventional separation model trained with Utterance-level Permutation
Invariant Training (uPIT), which exclusively maps a speaker to an output channel,
in sliding window approach called stitching.\r\nRecently, we introduced an alternative
training scheme called Graph-PIT that teaches the separation network to directly
produce output streams in the required format without stitching.\r\nIt can handle
an arbitrary number of speakers as long as never more of them overlap at the same
time than the separator has output channels.\r\nIn this contribution, we further
investigate the Graph-PIT training scheme.\r\nWe show in extended experiments
that models trained with Graph-PIT also work in challenging reverberant conditions.\r\nModels
trained in this way are able to perform segment-less CSS, i.e., without stitching,
and achieve comparable and often better separation quality than the conventional
CSS with uPIT and stitching.\r\nWe simplify the training schedule for Graph-PIT
with the recently proposed Source Aggregated Signal-to-Distortion Ratio (SA-SDR)
loss.\r\nIt eliminates unfavorable properties of the previously used A-SDR loss
and thus enables training with Graph-PIT from scratch.\r\nGraph-PIT training relaxes
the constraints w.r.t. the allowed numbers of speakers and speaking patterns which
allows using a larger variety of training data.\r\nFurthermore, we introduce novel
signal-level evaluation metrics for meeting scenarios, namely the source-aggregated
scale- and convolution-invariant Signal-to-Distortion Ratio (SA-SI-SDR and SA-CI-SDR),
which are generalizations of the commonly used SDR-based metrics for the CSS case."
article_type: original
author:
- first_name: Thilo
full_name: von Neumann, Thilo
id: '49870'
last_name: von Neumann
orcid: https://orcid.org/0000-0002-7717-8670
- first_name: Keisuke
full_name: Kinoshita, Keisuke
last_name: Kinoshita
- first_name: Christoph
full_name: Boeddeker, Christoph
id: '40767'
last_name: Boeddeker
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Segment-Less
Continuous Speech Separation of Meetings: Training and Evaluation Criteria. IEEE/ACM
Transactions on Audio, Speech, and Language Processing. 2023;31:576-589. doi:10.1109/taslp.2022.3228629'
apa: 'von Neumann, T., Kinoshita, K., Boeddeker, C., Delcroix, M., & Haeb-Umbach,
R. (2023). Segment-Less Continuous Speech Separation of Meetings: Training and
Evaluation Criteria. IEEE/ACM Transactions on Audio, Speech, and Language Processing,
31, 576–589. https://doi.org/10.1109/taslp.2022.3228629'
bibtex: '@article{von Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2023, title={Segment-Less
Continuous Speech Separation of Meetings: Training and Evaluation Criteria}, volume={31},
DOI={10.1109/taslp.2022.3228629},
journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={von Neumann, Thilo and
Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach,
Reinhold}, year={2023}, pages={576–589} }'
chicago: 'Neumann, Thilo von, Keisuke Kinoshita, Christoph Boeddeker, Marc Delcroix,
and Reinhold Haeb-Umbach. “Segment-Less Continuous Speech Separation of Meetings:
Training and Evaluation Criteria.” IEEE/ACM Transactions on Audio, Speech,
and Language Processing 31 (2023): 576–89. https://doi.org/10.1109/taslp.2022.3228629.'
ieee: 'T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, and R. Haeb-Umbach,
“Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation
Criteria,” IEEE/ACM Transactions on Audio, Speech, and Language Processing,
vol. 31, pp. 576–589, 2023, doi: 10.1109/taslp.2022.3228629.'
mla: 'von Neumann, Thilo, et al. “Segment-Less Continuous Speech Separation of Meetings:
Training and Evaluation Criteria.” IEEE/ACM Transactions on Audio, Speech,
and Language Processing, vol. 31, Institute of Electrical and Electronics
Engineers (IEEE), 2023, pp. 576–89, doi:10.1109/taslp.2022.3228629.'
short: T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, R. Haeb-Umbach,
IEEE/ACM Transactions on Audio, Speech, and Language Processing 31 (2023) 576–589.
date_created: 2023-01-09T17:24:17Z
date_updated: 2023-11-15T12:16:11Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.1109/taslp.2022.3228629
file:
- access_level: open_access
content_type: application/pdf
creator: haebumb
date_created: 2023-01-09T17:46:05Z
date_updated: 2023-01-11T08:50:19Z
file_id: '35607'
file_name: main.pdf
file_size: 7185077
relation: main_file
file_date_updated: 2023-01-11T08:50:19Z
has_accepted_license: '1'
intvolume: ' 31'
keyword:
- Continuous Speech Separation
- Source Separation
- Graph-PIT
- Dynamic Programming
- Permutation Invariant Training
language:
- iso: eng
oa: '1'
page: 576-589
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: IEEE/ACM Transactions on Audio, Speech, and Language Processing
publication_identifier:
issn:
- 2329-9290
- 2329-9304
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: 'Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation
Criteria'
type: journal_article
user_id: '49870'
volume: 31
year: '2023'
...
---
_id: '49634'
article_number: '045410'
author:
- first_name: Isaac Azahel
full_name: Ruiz Alvarado, Isaac Azahel
id: '79462'
last_name: Ruiz Alvarado
orcid: 0000-0002-4710-1170
- first_name: Mohammad Amin
full_name: Zare Pour, Mohammad Amin
last_name: Zare Pour
- first_name: Thomas
full_name: Hannappel, Thomas
last_name: Hannappel
- first_name: Wolf Gero
full_name: Schmidt, Wolf Gero
id: '468'
last_name: Schmidt
orcid: 0000-0002-2717-5076
citation:
ama: Ruiz Alvarado IA, Zare Pour MA, Hannappel T, Schmidt WG. Structural fingerprints
in the reflectance anisotropy of AlInP(001). Physical Review B. 2023;108(4).
doi:10.1103/physrevb.108.045410
apa: Ruiz Alvarado, I. A., Zare Pour, M. A., Hannappel, T., & Schmidt, W. G.
(2023). Structural fingerprints in the reflectance anisotropy of AlInP(001). Physical
Review B, 108(4), Article 045410. https://doi.org/10.1103/physrevb.108.045410
bibtex: '@article{Ruiz Alvarado_Zare Pour_Hannappel_Schmidt_2023, title={Structural
fingerprints in the reflectance anisotropy of AlInP(001)}, volume={108}, DOI={10.1103/physrevb.108.045410},
number={4045410}, journal={Physical Review B}, publisher={American Physical Society
(APS)}, author={Ruiz Alvarado, Isaac Azahel and Zare Pour, Mohammad Amin and Hannappel,
Thomas and Schmidt, Wolf Gero}, year={2023} }'
chicago: Ruiz Alvarado, Isaac Azahel, Mohammad Amin Zare Pour, Thomas Hannappel,
and Wolf Gero Schmidt. “Structural Fingerprints in the Reflectance Anisotropy
of AlInP(001).” Physical Review B 108, no. 4 (2023). https://doi.org/10.1103/physrevb.108.045410.
ieee: 'I. A. Ruiz Alvarado, M. A. Zare Pour, T. Hannappel, and W. G. Schmidt, “Structural
fingerprints in the reflectance anisotropy of AlInP(001),” Physical Review
B, vol. 108, no. 4, Art. no. 045410, 2023, doi: 10.1103/physrevb.108.045410.'
mla: Ruiz Alvarado, Isaac Azahel, et al. “Structural Fingerprints in the Reflectance
Anisotropy of AlInP(001).” Physical Review B, vol. 108, no. 4, 045410,
American Physical Society (APS), 2023, doi:10.1103/physrevb.108.045410.
short: I.A. Ruiz Alvarado, M.A. Zare Pour, T. Hannappel, W.G. Schmidt, Physical
Review B 108 (2023).
date_created: 2023-12-14T12:10:58Z
date_updated: 2023-12-14T12:24:25Z
department:
- _id: '15'
- _id: '170'
- _id: '295'
- _id: '35'
doi: 10.1103/physrevb.108.045410
intvolume: ' 108'
issue: '4'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Physical Review B
publication_identifier:
issn:
- 2469-9950
- 2469-9969
publication_status: published
publisher: American Physical Society (APS)
status: public
title: Structural fingerprints in the reflectance anisotropy of AlInP(001)
type: journal_article
user_id: '79462'
volume: 108
year: '2023'
...
---
_id: '48599'
abstract:
- lang: eng
text: AbstractThe biexciton‐exciton emission cascade
commonly used in quantum‐dot systems to generate polarization entanglement yields
photons with intrinsically limited indistinguishability. In the present work,
it focuses on the generation of pairs of photons with high degrees of polarization
entanglement and simultaneously high indistinguishability. It achieves this goal
by selectively reducing the biexciton lifetime with an optical resonator. It demonstrates
that a suitably tailored circular Bragg reflector fulfills the requirements of
sufficient selective Purcell enhancement of biexciton emission paired with spectrally
broad photon extraction and twofold degenerate optical modes. The in‐depth theoretical
study combines (i) the optimization of realistic photonic structures solving Maxwell's
equations from which model parameters are extracted as input for (ii) microscopic
simulations of quantum‐dot cavity excitation dynamics with full access to photon
properties. It reports non‐trivial dependencies on system parameters and use the
predictive power of the combined theoretical approach to determine the optimal
range of Purcell enhancement that maximizes indistinguishability and entanglement
to near unity values, here specifically for the telecom C‐band at 1550 nm.
author:
- first_name: David
full_name: Bauch, David
last_name: Bauch
- first_name: Dustin
full_name: Siebert, Dustin
last_name: Siebert
- first_name: Klaus
full_name: Jöns, Klaus
id: '85353'
last_name: Jöns
- first_name: Jens
full_name: Förstner, Jens
id: '158'
last_name: Förstner
orcid: 0000-0001-7059-9862
- first_name: Stefan
full_name: Schumacher, Stefan
id: '27271'
last_name: Schumacher
orcid: 0000-0003-4042-4951
citation:
ama: Bauch D, Siebert D, Jöns K, Förstner J, Schumacher S. On‐Demand Indistinguishable
and Entangled Photons Using Tailored Cavity Designs. Advanced Quantum Technologies.
Published online 2023. doi:10.1002/qute.202300142
apa: Bauch, D., Siebert, D., Jöns, K., Förstner, J., & Schumacher, S. (2023).
On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs.
Advanced Quantum Technologies. https://doi.org/10.1002/qute.202300142
bibtex: '@article{Bauch_Siebert_Jöns_Förstner_Schumacher_2023, title={On‐Demand
Indistinguishable and Entangled Photons Using Tailored Cavity Designs}, DOI={10.1002/qute.202300142}, journal={Advanced
Quantum Technologies}, publisher={Wiley}, author={Bauch, David and Siebert, Dustin
and Jöns, Klaus and Förstner, Jens and Schumacher, Stefan}, year={2023} }'
chicago: Bauch, David, Dustin Siebert, Klaus Jöns, Jens Förstner, and Stefan Schumacher.
“On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs.”
Advanced Quantum Technologies, 2023. https://doi.org/10.1002/qute.202300142.
ieee: 'D. Bauch, D. Siebert, K. Jöns, J. Förstner, and S. Schumacher, “On‐Demand
Indistinguishable and Entangled Photons Using Tailored Cavity Designs,” Advanced
Quantum Technologies, 2023, doi: 10.1002/qute.202300142.'
mla: Bauch, David, et al. “On‐Demand Indistinguishable and Entangled Photons Using
Tailored Cavity Designs.” Advanced Quantum Technologies, Wiley, 2023, doi:10.1002/qute.202300142.
short: D. Bauch, D. Siebert, K. Jöns, J. Förstner, S. Schumacher, Advanced Quantum
Technologies (2023).
date_created: 2023-11-03T10:07:38Z
date_updated: 2023-12-21T10:41:17Z
department:
- _id: '61'
- _id: '230'
- _id: '429'
- _id: '623'
doi: 10.1002/qute.202300142
keyword:
- tet_topic_qd
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://onlinelibrary.wiley.com/doi/10.1002/qute.202300142
oa: '1'
project:
- _id: '173'
grant_number: '231447078'
name: 'TRR 142 - C09: TRR 142 - Ideale Erzeugung von Photonenpaaren für Verschränkungsaustausch
bei Telekom Wellenlängen (C09*)'
- _id: '167'
grant_number: '231447078'
name: 'TRR 142 - B06: TRR 142 - Ultraschnelle kohärente opto-elektronische Kontrolle
eines photonischen Quantensystems (B06*)'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Advanced Quantum Technologies
publication_identifier:
issn:
- 2511-9044
- 2511-9044
publication_status: published
publisher: Wiley
related_material:
record:
- id: '43246'
relation: earlier_version
status: public
status: public
title: On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs
type: journal_article
user_id: '158'
year: '2023'
...
---
_id: '43246'
abstract:
- lang: eng
text: The biexciton-exciton emission cascade commonly used in quantum-dot systems
to generate polarization entanglement yields photons with intrinsically limited
indistinguishability. In the present work we focus on the generation of pairs
of photons with high degrees of polarization entanglement and simultaneously high
indistinguishibility. We achieve this goal by selectively reducing the biexciton
lifetime with an optical resonator. We demonstrate that a suitably tailored circular
Bragg reflector fulfills the requirements of sufficient selective Purcell enhancement
of biexciton emission paired with spectrally broad photon extraction and two-fold
degenerate optical modes. Our in-depth theoretical study combines (i) the optimization
of realistic photonic structures solving Maxwell's equations from which model
parameters are extracted as input for (ii) microscopic simulations of quantum-dot
cavity excitation dynamics with full access to photon properties. We report non-trivial
dependencies on system parameters and use the predictive power of our combined
theoretical approach to determine the optimal range of Purcell enhancement that
maximizes indistinguishability and entanglement to near unity values in the telecom
C-band at $1550\,\mathrm{nm}$.
author:
- first_name: David
full_name: Bauch, David
last_name: Bauch
- first_name: Dustin
full_name: Siebert, Dustin
last_name: Siebert
- first_name: Klaus
full_name: Jöns, Klaus
id: '85353'
last_name: Jöns
- first_name: Jens
full_name: Förstner, Jens
id: '158'
last_name: Förstner
orcid: 0000-0001-7059-9862
- first_name: Stefan
full_name: Schumacher, Stefan
id: '27271'
last_name: Schumacher
orcid: 0000-0003-4042-4951
citation:
ama: Bauch D, Siebert D, Jöns K, Förstner J, Schumacher S. On-demand indistinguishable
and entangled photons at telecom frequencies using tailored cavity designs. Published
online 2023.
apa: Bauch, D., Siebert, D., Jöns, K., Förstner, J., & Schumacher, S. (2023).
On-demand indistinguishable and entangled photons at telecom frequencies using
tailored cavity designs.
bibtex: '@article{Bauch_Siebert_Jöns_Förstner_Schumacher_2023, title={On-demand
indistinguishable and entangled photons at telecom frequencies using tailored
cavity designs}, author={Bauch, David and Siebert, Dustin and Jöns, Klaus and
Förstner, Jens and Schumacher, Stefan}, year={2023} }'
chicago: Bauch, David, Dustin Siebert, Klaus Jöns, Jens Förstner, and Stefan Schumacher.
“On-Demand Indistinguishable and Entangled Photons at Telecom Frequencies Using
Tailored Cavity Designs,” 2023.
ieee: D. Bauch, D. Siebert, K. Jöns, J. Förstner, and S. Schumacher, “On-demand
indistinguishable and entangled photons at telecom frequencies using tailored
cavity designs.” 2023.
mla: Bauch, David, et al. On-Demand Indistinguishable and Entangled Photons at
Telecom Frequencies Using Tailored Cavity Designs. 2023.
short: D. Bauch, D. Siebert, K. Jöns, J. Förstner, S. Schumacher, (2023).
date_created: 2023-03-31T13:22:05Z
date_updated: 2023-12-21T10:41:17Z
department:
- _id: '61'
- _id: '230'
- _id: '429'
- _id: '623'
- _id: '15'
- _id: '35'
- _id: '170'
- _id: '297'
keyword:
- tet_topic_phc
- tet_topic_qd
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2303.13871.pdf
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '173'
grant_number: '231447078'
name: 'TRR 142 - C09: TRR 142 - Subproject C09'
- _id: '167'
grant_number: '231447078'
name: 'TRR 142 - B06: TRR 142 - Subproject B06'
- _id: '53'
grant_number: '231447078'
name: 'TRR 142: TRR 142'
- _id: '55'
name: 'TRR 142 - B: TRR 142 - Project Area B'
- _id: '56'
name: 'TRR 142 - C: TRR 142 - Project Area C'
related_material:
record:
- id: '48599'
relation: later_version
status: public
status: public
title: On-demand indistinguishable and entangled photons at telecom frequencies using
tailored cavity designs
type: preprint
user_id: '16199'
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: '50147'
abstract:
- lang: eng
text: "Many materials processes and properties depend on the anisotropy of the\r\nenergy
of grain boundaries, i.e.~on the fact that this energy is a function of\r\nthe
five geometric degrees of freedom (DOF) of the interface. To access this\r\nparameter
space in an efficient way and to discover energy cusps in unexplored\r\nregions,
a method was recently established, which combines atomistic\r\nsimulations with
statistical methods 10.1002/adts.202100615. This sequential\r\nsampling technique
is now extended in the spirit of an active learning\r\nalgorithm by adding a criterion
to decide when the sampling has advanced enough\r\nto stop. In this instance,
two parameters to analyse the sampling results on\r\nthe fly are introduced: the
number of cusps, which correspond to the most\r\ninteresting and important regions
of the energy landscape, and the maximum\r\nchange of energy between two sequential
iterations. Monitoring these two\r\nquantities provides valuable insight into
how the subspaces are energetically\r\nstructured. The combination of both parameters
provides the necessary\r\ninformation to evaluate the sampling of the 2D subspaces
of grain boundary\r\nplane inclinations of even non-periodic, low angle grain
boundaries. With a\r\nreasonable number of data points in the initial design,
only a few\r\nappropriately chosen sequential iterations already improve the accuracy
of the\r\nsampling substantially and unknown cusps can be found within a few additional\r\nsequential
steps."
author:
- first_name: Timo
full_name: Schmalofski, Timo
last_name: Schmalofski
- first_name: Martin
full_name: Kroll, Martin
last_name: Kroll
- first_name: Holger
full_name: Dette, Holger
last_name: Dette
- first_name: Rebecca
full_name: Janisch, Rebecca
last_name: Janisch
citation:
ama: 'Schmalofski T, Kroll M, Dette H, Janisch R. Towards active learning: A stopping
criterion for the sequential sampling of grain boundary degrees of freedom. arXiv:230201603.
Published online 2023.'
apa: 'Schmalofski, T., Kroll, M., Dette, H., & Janisch, R. (2023). Towards active
learning: A stopping criterion for the sequential sampling of grain boundary
degrees of freedom. In arXiv:2302.01603.'
bibtex: '@article{Schmalofski_Kroll_Dette_Janisch_2023, title={Towards active learning:
A stopping criterion for the sequential sampling of grain boundary degrees of
freedom}, journal={arXiv:2302.01603}, author={Schmalofski, Timo and Kroll, Martin
and Dette, Holger and Janisch, Rebecca}, year={2023} }'
chicago: 'Schmalofski, Timo, Martin Kroll, Holger Dette, and Rebecca Janisch. “Towards
Active Learning: A Stopping Criterion for the Sequential Sampling of Grain Boundary
Degrees of Freedom.” ArXiv:2302.01603, 2023.'
ieee: 'T. Schmalofski, M. Kroll, H. Dette, and R. Janisch, “Towards active learning:
A stopping criterion for the sequential sampling of grain boundary degrees of
freedom,” arXiv:2302.01603. 2023.'
mla: 'Schmalofski, Timo, et al. “Towards Active Learning: A Stopping Criterion for
the Sequential Sampling of Grain Boundary Degrees of Freedom.” ArXiv:2302.01603,
2023.'
short: T. Schmalofski, M. Kroll, H. Dette, R. Janisch, ArXiv:2302.01603 (2023).
date_created: 2024-01-04T08:17:01Z
date_updated: 2024-01-05T12:57:31Z
external_id:
arxiv:
- '2302.01603'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: arXiv:2302.01603
status: public
title: 'Towards active learning: A stopping criterion for the sequential sampling
of grain boundary degrees of freedom'
type: preprint
user_id: '67287'
year: '2023'
...