---
_id: '3586'
abstract:
- lang: eng
  text: Existing approaches and tools for the generation of approximate circuits often
    lack generality and are restricted to certain circuit types, approximation techniques,
    and quality assurance methods. Moreover, only few tools are publicly available.
    This hinders the development and evaluation of new techniques for approximating
    circuits and their comparison to previous approaches. In this paper, we ﬁrst analyze
    and classify related approaches and then present CIRCA, our ﬂexible framework
    for search-based approximate circuit generation. CIRCA is developed with a focus
    on modularity and extensibility. We present the architecture of CIRCA with its
    clear separation into stages and functional blocks, report on the current prototype,
    and show initial experiments.
author:
- first_name: Linus Matthias
  full_name: Witschen, Linus Matthias
  id: '49051'
  last_name: Witschen
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
- first_name: Hassan
  full_name: Ghasemzadeh Mohammadi, Hassan
  id: '61186'
  last_name: Ghasemzadeh Mohammadi
- first_name: Muhammad
  full_name: Awais, Muhammad
  id: '64665'
  last_name: Awais
  orcid: https://orcid.org/0000-0003-4148-2969
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Witschen LM, Wiersema T, Ghasemzadeh Mohammadi H, Awais M, Platzner M. CIRCA:
    Towards a Modular and Extensible Framework for Approximate Circuit Generation.
    <i>Third Workshop on Approximate Computing (AxC 2018)</i>.'
  apa: 'Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., &#38;
    Platzner, M. (n.d.). CIRCA: Towards a Modular and Extensible Framework for Approximate
    Circuit Generation. <i>Third Workshop on Approximate Computing (AxC 2018)</i>.'
  bibtex: '@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner, title={CIRCA:
    Towards a Modular and Extensible Framework for Approximate Circuit Generation},
    journal={Third Workshop on Approximate Computing (AxC 2018)}, author={Witschen,
    Linus Matthias and Wiersema, Tobias and Ghasemzadeh Mohammadi, Hassan and Awais,
    Muhammad and Platzner, Marco} }'
  chicago: 'Witschen, Linus Matthias, Tobias Wiersema, Hassan Ghasemzadeh Mohammadi,
    Muhammad Awais, and Marco Platzner. “CIRCA: Towards a Modular and Extensible Framework
    for Approximate Circuit Generation.” <i>Third Workshop on Approximate Computing
    (AxC 2018)</i>, n.d.'
  ieee: 'L. M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, and M. Platzner,
    “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation,”
    <i>Third Workshop on Approximate Computing (AxC 2018)</i>. .'
  mla: 'Witschen, Linus Matthias, et al. “CIRCA: Towards a Modular and Extensible
    Framework for Approximate Circuit Generation.” <i>Third Workshop on Approximate
    Computing (AxC 2018)</i>.'
  short: L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner,
    Third Workshop on Approximate Computing (AxC 2018) (n.d.).
date_created: 2018-07-20T14:10:46Z
date_updated: 2022-01-06T06:59:26Z
ddc:
- '000'
department:
- _id: '78'
file:
- access_level: closed
  content_type: application/pdf
  creator: tobias82
  date_created: 2018-07-20T14:13:31Z
  date_updated: 2018-07-20T14:13:31Z
  file_id: '3587'
  file_name: WitschenWMAP2018.pdf
  file_size: 285348
  relation: main_file
  success: 1
file_date_updated: 2018-07-20T14:13:31Z
has_accepted_license: '1'
keyword:
- Approximate Computing
- Framework
- Pareto Front
- Accuracy
language:
- iso: eng
page: '6'
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Third Workshop on Approximate Computing (AxC 2018)
publication_status: accepted
status: public
title: 'CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit
  Generation'
type: preprint
user_id: '49051'
year: '2018'
...
---
_id: '3588'
abstract:
- lang: eng
  text: 'In scientific computing, unstructured meshes are a crucial foundation for
    the simulation of real-world physical phenomena. Compared to regular grids, they
    allow resembling the computational domain with a much higher accuracy, which in
    turn leads to more efficient computations.<br />There exists a wealth of supporting
    libraries and frameworks that aid programmers with the implementation of applications
    working on such grids, each built on top of existing parallelization technologies.
    However, many approaches require the programmer to introduce a different programming
    paradigm into their application or provide different variants of the code. SYCL
    is a new programming standard providing a remedy to this dilemma by building on
    standard C ++17 with its so-called single-source approach: Programmers write standard
    C ++ code and expose parallelism using C++17 keywords. The application is<br />then
    transformed into a concrete implementation by the SYCL implementation. By encapsulating
    the OpenCL ecosystem, different SYCL implementations enable not only the programming
    of CPUs but also of heterogeneous platforms such as GPUs or other devices. For
    the first time, this paper showcases a SYCL-<br />based solver for the nodal Discontinuous
    Galerkin method for Maxwell’s equations on unstructured meshes. We compare our
    solution to a previous C-based implementation with respect to programmability
    and performance on heterogeneous platforms.<br'
author:
- first_name: Ayesha
  full_name: Afzal, Ayesha
  last_name: Afzal
- first_name: Christian
  full_name: Schmitt, Christian
  last_name: Schmitt
- first_name: Samer
  full_name: Alhaddad, Samer
  id: '42456'
  last_name: Alhaddad
- first_name: Yevgen
  full_name: Grynko, Yevgen
  id: '26059'
  last_name: Grynko
- first_name: Jürgen
  full_name: Teich, Jürgen
  last_name: Teich
- first_name: Jens
  full_name: Förstner, Jens
  id: '158'
  last_name: Förstner
  orcid: 0000-0001-7059-9862
- first_name: Frank
  full_name: Hannig, Frank
  last_name: Hannig
citation:
  ama: 'Afzal A, Schmitt C, Alhaddad S, et al. Solving Maxwell’s Equations with Modern
    C++ and SYCL: A Case Study. In: <i>Proceedings of the 29th Annual IEEE International
    Conference on Application-Specific Systems, Architectures and Processors (ASAP)</i>.
    ; 2018:49-56. doi:<a href="https://doi.org/10.1109/ASAP.2018.8445127">10.1109/ASAP.2018.8445127</a>'
  apa: 'Afzal, A., Schmitt, C., Alhaddad, S., Grynko, Y., Teich, J., Förstner, J.,
    &#38; Hannig, F. (2018). Solving Maxwell’s Equations with Modern C++ and SYCL:
    A Case Study. In <i>Proceedings of the 29th Annual IEEE International Conference
    on Application-specific Systems, Architectures and Processors (ASAP)</i> (pp.
    49–56). <a href="https://doi.org/10.1109/ASAP.2018.8445127">https://doi.org/10.1109/ASAP.2018.8445127</a>'
  bibtex: '@inproceedings{Afzal_Schmitt_Alhaddad_Grynko_Teich_Förstner_Hannig_2018,
    title={Solving Maxwell’s Equations with Modern C++ and SYCL: A Case Study}, DOI={<a
    href="https://doi.org/10.1109/ASAP.2018.8445127">10.1109/ASAP.2018.8445127</a>},
    booktitle={Proceedings of the 29th Annual IEEE International Conference on Application-specific
    Systems, Architectures and Processors (ASAP)}, author={Afzal, Ayesha and Schmitt,
    Christian and Alhaddad, Samer and Grynko, Yevgen and Teich, Jürgen and Förstner,
    Jens and Hannig, Frank}, year={2018}, pages={49–56} }'
  chicago: 'Afzal, Ayesha, Christian Schmitt, Samer Alhaddad, Yevgen Grynko, Jürgen
    Teich, Jens Förstner, and Frank Hannig. “Solving Maxwell’s Equations with Modern
    C++ and SYCL: A Case Study.” In <i>Proceedings of the 29th Annual IEEE International
    Conference on Application-Specific Systems, Architectures and Processors (ASAP)</i>,
    49–56, 2018. <a href="https://doi.org/10.1109/ASAP.2018.8445127">https://doi.org/10.1109/ASAP.2018.8445127</a>.'
  ieee: 'A. Afzal <i>et al.</i>, “Solving Maxwell’s Equations with Modern C++ and
    SYCL: A Case Study,” in <i>Proceedings of the 29th Annual IEEE International Conference
    on Application-specific Systems, Architectures and Processors (ASAP)</i>, 2018,
    pp. 49–56.'
  mla: 'Afzal, Ayesha, et al. “Solving Maxwell’s Equations with Modern C++ and SYCL:
    A Case Study.” <i>Proceedings of the 29th Annual IEEE International Conference
    on Application-Specific Systems, Architectures and Processors (ASAP)</i>, 2018,
    pp. 49–56, doi:<a href="https://doi.org/10.1109/ASAP.2018.8445127">10.1109/ASAP.2018.8445127</a>.'
  short: 'A. Afzal, C. Schmitt, S. Alhaddad, Y. Grynko, J. Teich, J. Förstner, F.
    Hannig, in: Proceedings of the 29th Annual IEEE International Conference on Application-Specific
    Systems, Architectures and Processors (ASAP), 2018, pp. 49–56.'
date_created: 2018-07-23T07:12:03Z
date_updated: 2022-01-06T06:59:26Z
ddc:
- '004'
department:
- _id: '61'
doi: 10.1109/ASAP.2018.8445127
file:
- access_level: request
  content_type: application/pdf
  creator: fossie
  date_created: 2018-08-21T10:12:05Z
  date_updated: 2022-01-06T06:59:26Z
  embargo: 2019-09-03
  embargo_to: open_access
  file_id: '3986'
  file_name: 2018-08 Afzal - ASAP Proceedings - Solving Maxwell equations with modern
    C++ and SYCL.pdf
  file_size: 252186
  relation: main_file
file_date_updated: 2022-01-06T06:59:26Z
has_accepted_license: '1'
keyword:
- tet_topic_hpc
language:
- iso: eng
page: 49-56
project:
- _id: '33'
  grant_number: 01|H16005
  name: HighPerMeshes
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 29th Annual IEEE International Conference on Application-specific
  Systems, Architectures and Processors (ASAP)
publication_identifier:
  isbn:
  - 978-1-5386-7479-6
status: public
title: 'Solving Maxwell''s Equations with Modern C++ and SYCL: A Case Study'
type: conference
user_id: '158'
year: '2018'
...
---
_id: '1165'
author:
- first_name: Linus Matthias
  full_name: Witschen, Linus Matthias
  id: '49051'
  last_name: Witschen
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: Witschen LM, Wiersema T, Platzner M. Making the Case for Proof-carrying Approximate
    Circuits. <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>. 2018.
  apa: Witschen, L. M., Wiersema, T., &#38; Platzner, M. (2018). Making the Case for
    Proof-carrying Approximate Circuits. <i>4th Workshop On Approximate Computing
    (WAPCO 2018)</i>.
  bibtex: '@article{Witschen_Wiersema_Platzner_2018, title={Making the Case for Proof-carrying
    Approximate Circuits}, journal={4th Workshop On Approximate Computing (WAPCO 2018)},
    author={Witschen, Linus Matthias and Wiersema, Tobias and Platzner, Marco}, year={2018}
    }'
  chicago: Witschen, Linus Matthias, Tobias Wiersema, and Marco Platzner. “Making
    the Case for Proof-Carrying Approximate Circuits.” <i>4th Workshop On Approximate
    Computing (WAPCO 2018)</i>, 2018.
  ieee: L. M. Witschen, T. Wiersema, and M. Platzner, “Making the Case for Proof-carrying
    Approximate Circuits,” <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>.
    2018.
  mla: Witschen, Linus Matthias, et al. “Making the Case for Proof-Carrying Approximate
    Circuits.” <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>, 2018.
  short: L.M. Witschen, T. Wiersema, M. Platzner, 4th Workshop On Approximate Computing
    (WAPCO 2018) (2018).
date_created: 2018-02-01T14:24:54Z
date_updated: 2022-01-06T06:51:06Z
ddc:
- '000'
department:
- _id: '7'
- _id: '34'
- _id: '78'
file:
- access_level: closed
  content_type: application/pdf
  creator: tobias82
  date_created: 2018-11-26T08:00:53Z
  date_updated: 2018-11-26T08:00:53Z
  file_id: '5821'
  file_name: WitschenWP2018[1].pdf
  file_size: 287224
  relation: main_file
  success: 1
file_date_updated: 2018-11-26T08:00:53Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 4th Workshop On Approximate Computing (WAPCO 2018)
status: public
title: Making the Case for Proof-carrying Approximate Circuits
type: preprint
user_id: '49051'
year: '2018'
...
---
_id: '2109'
abstract:
- lang: eng
  text: In multinomial classification, reduction techniques are commonly used to decompose
    the original learning problem into several simpler problems. For example, by recursively
    bisecting the original set of classes, so-called nested dichotomies define a set
    of binary classification problems that are organized in the structure of a binary
    tree. In contrast to the existing one-shot heuristics for constructing nested
    dichotomies and motivated by recent work on algorithm configuration, we propose
    a genetic algorithm for optimizing the structure of such dichotomies. A key component
    of this approach is the proposed genetic representation that facilitates the application
    of standard genetic operators, while still supporting the exchange of partial
    solutions under recombination. We evaluate the approach in an extensive experimental
    study, showing that it yields classifiers with superior generalization performance.
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Wever MD, Mohr F, Hüllermeier E. Ensembles of Evolved Nested Dichotomies for
    Classification. In: <i>Proceedings of the Genetic and Evolutionary Computation
    Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>. Kyoto, Japan: ACM;
    2018. doi:<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>'
  apa: 'Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2018). Ensembles of Evolved
    Nested Dichotomies for Classification. In <i>Proceedings of the Genetic and Evolutionary
    Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>. Kyoto,
    Japan: ACM. <a href="https://doi.org/10.1145/3205455.3205562">https://doi.org/10.1145/3205455.3205562</a>'
  bibtex: '@inproceedings{Wever_Mohr_Hüllermeier_2018, place={Kyoto, Japan}, title={Ensembles
    of Evolved Nested Dichotomies for Classification}, DOI={<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2018, Kyoto, Japan, July 15-19, 2018}, publisher={ACM}, author={Wever, Marcel
    Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }'
  chicago: 'Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of
    Evolved Nested Dichotomies for Classification.” In <i>Proceedings of the Genetic
    and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19,
    2018</i>. Kyoto, Japan: ACM, 2018. <a href="https://doi.org/10.1145/3205455.3205562">https://doi.org/10.1145/3205455.3205562</a>.'
  ieee: M. D. Wever, F. Mohr, and E. Hüllermeier, “Ensembles of Evolved Nested Dichotomies
    for Classification,” in <i>Proceedings of the Genetic and Evolutionary Computation
    Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>, Kyoto, Japan, 2018.
  mla: Wever, Marcel Dominik, et al. “Ensembles of Evolved Nested Dichotomies for
    Classification.” <i>Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>, ACM, 2018, doi:<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>.
  short: 'M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the Genetic and
    Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018,
    ACM, Kyoto, Japan, 2018.'
conference:
  end_date: 2018-07-19
  location: Kyoto, Japan
  name: GECCO 2018
  start_date: 2018-07-15
date_created: 2018-03-31T13:51:23Z
date_updated: 2022-01-06T06:54:45Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1145/3205455.3205562
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T14:33:54Z
  date_updated: 2018-11-02T14:33:54Z
  file_id: '5275'
  file_name: p561-wever.pdf
  file_size: 875404
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T14:33:54Z
has_accepted_license: '1'
keyword:
- Classification
- Hierarchical Decomposition
- Indirect Encoding
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/citation.cfm?doid=3205455.3205562
oa: '1'
place: Kyoto, Japan
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
  2018, Kyoto, Japan, July 15-19, 2018
publication_status: published
publisher: ACM
status: public
title: Ensembles of Evolved Nested Dichotomies for Classification
type: conference
user_id: '33176'
year: '2018'
...
---
_id: '17713'
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Wever MD, Mohr F, Hüllermeier E. Automated Multi-Label Classification based
    on ML-Plan. Published online 2018.
  apa: Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2018). <i>Automated Multi-Label
    Classification based on ML-Plan</i>. Arxiv.
  bibtex: '@article{Wever_Mohr_Hüllermeier_2018, title={Automated Multi-Label Classification
    based on ML-Plan}, publisher={Arxiv}, author={Wever, Marcel Dominik and Mohr,
    Felix and Hüllermeier, Eyke}, year={2018} }'
  chicago: Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automated Multi-Label
    Classification Based on ML-Plan.” Arxiv, 2018.
  ieee: M. D. Wever, F. Mohr, and E. Hüllermeier, “Automated Multi-Label Classification
    based on ML-Plan.” Arxiv, 2018.
  mla: Wever, Marcel Dominik, et al. <i>Automated Multi-Label Classification Based
    on ML-Plan</i>. Arxiv, 2018.
  short: M.D. Wever, F. Mohr, E. Hüllermeier, (2018).
date_created: 2020-08-07T11:38:10Z
date_updated: 2022-01-06T06:53:17Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1811.04060.pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publisher: Arxiv
status: public
title: Automated Multi-Label Classification based on ML-Plan
type: preprint
user_id: '5786'
year: '2018'
...
---
_id: '17714'
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Mohr F, Wever MD, Hüllermeier E. Automated machine learning service composition.
    Published online 2018.
  apa: Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (2018). <i>Automated machine
    learning service composition</i>.
  bibtex: '@article{Mohr_Wever_Hüllermeier_2018, title={Automated machine learning
    service composition}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier,
    Eyke}, year={2018} }'
  chicago: Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Automated Machine
    Learning Service Composition,” 2018.
  ieee: F. Mohr, M. D. Wever, and E. Hüllermeier, “Automated machine learning service
    composition.” 2018.
  mla: Mohr, Felix, et al. <i>Automated Machine Learning Service Composition</i>.
    2018.
  short: F. Mohr, M.D. Wever, E. Hüllermeier, (2018).
date_created: 2020-08-07T11:40:13Z
date_updated: 2022-01-06T06:53:17Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1809.00486.pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Automated machine learning service composition
type: preprint
user_id: '5786'
year: '2018'
...
---
_id: '23968'
author:
- first_name: Alexander
  full_name: Zibart, Alexander
  id: '11029'
  last_name: Zibart
- first_name: Eugeny
  full_name: Kenig, Eugeny
  id: '665'
  last_name: Kenig
citation:
  ama: 'Zibart A, Kenig E. FALLING LIQUID FILM FLOW OVER THE WAVY SURFACE OF VERTICAL
    PILLOW PLATES − A NUMERICAL INVESTIGATION. In: ; 2018. doi:<a href="https://doi.org/10.1615/IHTC16.mpf.024081">10.1615/IHTC16.mpf.024081</a>'
  apa: Zibart, A., &#38; Kenig, E. (2018). FALLING LIQUID FILM FLOW OVER THE WAVY
    SURFACE OF VERTICAL PILLOW PLATES − A NUMERICAL INVESTIGATION. Presented at the  International
    Heat Transfer Conference 16, Beijing, China. <a href="https://doi.org/10.1615/IHTC16.mpf.024081">https://doi.org/10.1615/IHTC16.mpf.024081</a>
  bibtex: '@inproceedings{Zibart_Kenig_2018, title={FALLING LIQUID FILM FLOW OVER
    THE WAVY SURFACE OF VERTICAL PILLOW PLATES − A NUMERICAL INVESTIGATION}, DOI={<a
    href="https://doi.org/10.1615/IHTC16.mpf.024081">10.1615/IHTC16.mpf.024081</a>},
    author={Zibart, Alexander and Kenig, Eugeny}, year={2018} }'
  chicago: Zibart, Alexander, and Eugeny Kenig. “FALLING LIQUID FILM FLOW OVER THE
    WAVY SURFACE OF VERTICAL PILLOW PLATES − A NUMERICAL INVESTIGATION,” 2018. <a
    href="https://doi.org/10.1615/IHTC16.mpf.024081">https://doi.org/10.1615/IHTC16.mpf.024081</a>.
  ieee: A. Zibart and E. Kenig, “FALLING LIQUID FILM FLOW OVER THE WAVY SURFACE OF
    VERTICAL PILLOW PLATES − A NUMERICAL INVESTIGATION,” presented at the  International
    Heat Transfer Conference 16, Beijing, China, 2018.
  mla: Zibart, Alexander, and Eugeny Kenig. <i>FALLING LIQUID FILM FLOW OVER THE WAVY
    SURFACE OF VERTICAL PILLOW PLATES − A NUMERICAL INVESTIGATION</i>. 2018, doi:<a
    href="https://doi.org/10.1615/IHTC16.mpf.024081">10.1615/IHTC16.mpf.024081</a>.
  short: 'A. Zibart, E. Kenig, in: 2018.'
conference:
  location: Beijing, China
  name: ' International Heat Transfer Conference 16'
date_created: 2021-09-08T10:55:35Z
date_updated: 2022-01-06T06:56:04Z
department:
- _id: '9'
- _id: '145'
doi: 10.1615/IHTC16.mpf.024081
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: FALLING LIQUID FILM FLOW OVER THE WAVY SURFACE OF VERTICAL PILLOW PLATES −
  A NUMERICAL INVESTIGATION
type: conference_abstract
user_id: '11029'
year: '2018'
...
---
_id: '23971'
author:
- first_name: Alexander
  full_name: Zibart, Alexander
  id: '11029'
  last_name: Zibart
- first_name: Eugeny
  full_name: Kenig, Eugeny
  id: '665'
  last_name: Kenig
citation:
  ama: 'Zibart A, Kenig E. Numerische Untersuchung der gravitationsgetriebenen Filmströmung
    auf der welligen Oberfläche von Kissenplattenwärmeübertragern. In: ; 2018.'
  apa: Zibart, A., &#38; Kenig, E. (2018). Numerische Untersuchung der gravitationsgetriebenen
    Filmströmung auf der welligen Oberfläche von Kissenplattenwärmeübertragern. Presented
    at the Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung, Bremen.
  bibtex: '@inproceedings{Zibart_Kenig_2018, title={Numerische Untersuchung der gravitationsgetriebenen
    Filmströmung auf der welligen Oberfläche von Kissenplattenwärmeübertragern}, author={Zibart,
    Alexander and Kenig, Eugeny}, year={2018} }'
  chicago: Zibart, Alexander, and Eugeny Kenig. “Numerische Untersuchung Der Gravitationsgetriebenen
    Filmströmung Auf Der Welligen Oberfläche von Kissenplattenwärmeübertragern,” 2018.
  ieee: A. Zibart and E. Kenig, “Numerische Untersuchung der gravitationsgetriebenen
    Filmströmung auf der welligen Oberfläche von Kissenplattenwärmeübertragern,” presented
    at the Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung, Bremen,
    2018.
  mla: Zibart, Alexander, and Eugeny Kenig. <i>Numerische Untersuchung Der Gravitationsgetriebenen
    Filmströmung Auf Der Welligen Oberfläche von Kissenplattenwärmeübertragern</i>.
    2018.
  short: 'A. Zibart, E. Kenig, in: 2018.'
conference:
  location: Bremen
  name: Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung
date_created: 2021-09-08T11:05:47Z
date_updated: 2022-01-06T06:56:04Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Numerische Untersuchung der gravitationsgetriebenen Filmströmung auf der welligen
  Oberfläche von Kissenplattenwärmeübertragern
type: conference_abstract
user_id: '11029'
year: '2018'
...
---
_id: '4581'
author:
- first_name: Yevgen
  full_name: Grynko, Yevgen
  id: '26059'
  last_name: Grynko
- first_name: Jens
  full_name: Förstner, Jens
  id: '158'
  last_name: Förstner
  orcid: 0000-0001-7059-9862
citation:
  ama: 'Grynko Y, Förstner J. Application of the Discontinuous Galerkin Time Domain
    Method in Nonlinear Nanoplasmonics. In: <i>2018 IEEE 17th International Conference
    on Mathematical Methods in Electromagnetic Theory (MMET)</i>. IEEE; 2018. doi:<a
    href="https://doi.org/10.1109/mmet.2018.8460261">10.1109/mmet.2018.8460261</a>'
  apa: Grynko, Y., &#38; Förstner, J. (2018). Application of the Discontinuous Galerkin
    Time Domain Method in Nonlinear Nanoplasmonics. In <i>2018 IEEE 17th International
    Conference on Mathematical Methods in Electromagnetic Theory (MMET)</i>. IEEE.
    <a href="https://doi.org/10.1109/mmet.2018.8460261">https://doi.org/10.1109/mmet.2018.8460261</a>
  bibtex: '@inproceedings{Grynko_Förstner_2018, title={Application of the Discontinuous
    Galerkin Time Domain Method in Nonlinear Nanoplasmonics}, DOI={<a href="https://doi.org/10.1109/mmet.2018.8460261">10.1109/mmet.2018.8460261</a>},
    booktitle={2018 IEEE 17th International Conference on Mathematical Methods in
    Electromagnetic Theory (MMET)}, publisher={IEEE}, author={Grynko, Yevgen and Förstner,
    Jens}, year={2018} }'
  chicago: Grynko, Yevgen, and Jens Förstner. “Application of the Discontinuous Galerkin
    Time Domain Method in Nonlinear Nanoplasmonics.” In <i>2018 IEEE 17th International
    Conference on Mathematical Methods in Electromagnetic Theory (MMET)</i>. IEEE,
    2018. <a href="https://doi.org/10.1109/mmet.2018.8460261">https://doi.org/10.1109/mmet.2018.8460261</a>.
  ieee: Y. Grynko and J. Förstner, “Application of the Discontinuous Galerkin Time
    Domain Method in Nonlinear Nanoplasmonics,” in <i>2018 IEEE 17th International
    Conference on Mathematical Methods in Electromagnetic Theory (MMET)</i>, 2018.
  mla: Grynko, Yevgen, and Jens Förstner. “Application of the Discontinuous Galerkin
    Time Domain Method in Nonlinear Nanoplasmonics.” <i>2018 IEEE 17th International
    Conference on Mathematical Methods in Electromagnetic Theory (MMET)</i>, IEEE,
    2018, doi:<a href="https://doi.org/10.1109/mmet.2018.8460261">10.1109/mmet.2018.8460261</a>.
  short: 'Y. Grynko, J. Förstner, in: 2018 IEEE 17th International Conference on Mathematical
    Methods in Electromagnetic Theory (MMET), IEEE, 2018.'
date_created: 2018-10-04T22:21:39Z
date_updated: 2022-01-06T07:01:14Z
ddc:
- '530'
department:
- _id: '61'
doi: 10.1109/mmet.2018.8460261
file:
- access_level: closed
  content_type: application/pdf
  creator: fossie
  date_created: 2018-10-04T22:25:59Z
  date_updated: 2018-10-04T22:25:59Z
  file_id: '4582'
  file_name: 2018-09 Grynko - MMET (preprint).pdf
  file_size: 1131678
  relation: main_file
  success: 1
file_date_updated: 2018-10-04T22:25:59Z
has_accepted_license: '1'
keyword:
- tet_topic_numerics
- tet_topic_shg
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 2018 IEEE 17th International Conference on Mathematical Methods in Electromagnetic
  Theory (MMET)
publication_identifier:
  isbn:
  - '9781538654385'
publication_status: published
publisher: IEEE
status: public
title: Application of the Discontinuous Galerkin Time Domain Method in Nonlinear Nanoplasmonics
type: conference
user_id: '158'
year: '2018'
...
---
_id: '8754'
abstract:
- lang: eng
  text: In this chapter, we combine a global, derivative-free subdivision algorithm
    for multiobjective optimization problems with a posteriori error estimates for
    reduced-order models based on Proper Orthogonal Decomposition in order to efficiently
    solve multiobjective optimization problems governed by partial differential equations.
    An error bound for a semilinear heat equation is developed in such a way that
    the errors in the conflicting objectives can be estimated individually. The resulting
    algorithm constructs a library of locally valid reduced-order models online using
    a Greedy (worst-first) search. Using this approach, the number of evaluations
    of the full-order model can be reduced by a factor of more than 1000.
author:
- first_name: Dennis
  full_name: Beermann, Dennis
  last_name: Beermann
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: https://orcid.org/0000-0002-3389-793X
- first_name: Stefan
  full_name: Volkwein, Stefan
  last_name: Volkwein
citation:
  ama: 'Beermann D, Dellnitz M, Peitz S, Volkwein S. Set-Oriented Multiobjective Optimal
    Control of PDEs Using Proper Orthogonal Decomposition. In: <i>Reduced-Order Modeling
    (ROM) for Simulation and Optimization</i>. Cham; 2018:47-72. doi:<a href="https://doi.org/10.1007/978-3-319-75319-5_3">10.1007/978-3-319-75319-5_3</a>'
  apa: Beermann, D., Dellnitz, M., Peitz, S., &#38; Volkwein, S. (2018). Set-Oriented
    Multiobjective Optimal Control of PDEs Using Proper Orthogonal Decomposition.
    In <i>Reduced-Order Modeling (ROM) for Simulation and Optimization</i> (pp. 47–72).
    Cham. <a href="https://doi.org/10.1007/978-3-319-75319-5_3">https://doi.org/10.1007/978-3-319-75319-5_3</a>
  bibtex: '@inbook{Beermann_Dellnitz_Peitz_Volkwein_2018, place={Cham}, title={Set-Oriented
    Multiobjective Optimal Control of PDEs Using Proper Orthogonal Decomposition},
    DOI={<a href="https://doi.org/10.1007/978-3-319-75319-5_3">10.1007/978-3-319-75319-5_3</a>},
    booktitle={Reduced-Order Modeling (ROM) for Simulation and Optimization}, author={Beermann,
    Dennis and Dellnitz, Michael and Peitz, Sebastian and Volkwein, Stefan}, year={2018},
    pages={47–72} }'
  chicago: Beermann, Dennis, Michael Dellnitz, Sebastian Peitz, and Stefan Volkwein.
    “Set-Oriented Multiobjective Optimal Control of PDEs Using Proper Orthogonal Decomposition.”
    In <i>Reduced-Order Modeling (ROM) for Simulation and Optimization</i>, 47–72.
    Cham, 2018. <a href="https://doi.org/10.1007/978-3-319-75319-5_3">https://doi.org/10.1007/978-3-319-75319-5_3</a>.
  ieee: D. Beermann, M. Dellnitz, S. Peitz, and S. Volkwein, “Set-Oriented Multiobjective
    Optimal Control of PDEs Using Proper Orthogonal Decomposition,” in <i>Reduced-Order
    Modeling (ROM) for Simulation and Optimization</i>, Cham, 2018, pp. 47–72.
  mla: Beermann, Dennis, et al. “Set-Oriented Multiobjective Optimal Control of PDEs
    Using Proper Orthogonal Decomposition.” <i>Reduced-Order Modeling (ROM) for Simulation
    and Optimization</i>, 2018, pp. 47–72, doi:<a href="https://doi.org/10.1007/978-3-319-75319-5_3">10.1007/978-3-319-75319-5_3</a>.
  short: 'D. Beermann, M. Dellnitz, S. Peitz, S. Volkwein, in: Reduced-Order Modeling
    (ROM) for Simulation and Optimization, Cham, 2018, pp. 47–72.'
date_created: 2019-03-29T13:31:20Z
date_updated: 2022-01-06T07:04:00Z
department:
- _id: '101'
doi: 10.1007/978-3-319-75319-5_3
language:
- iso: eng
page: 47-72
place: Cham
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Reduced-Order Modeling (ROM) for Simulation and Optimization
publication_identifier:
  isbn:
  - '9783319753188'
  - '9783319753195'
publication_status: published
status: public
title: Set-Oriented Multiobjective Optimal Control of PDEs Using Proper Orthogonal
  Decomposition
type: book_chapter
user_id: '47427'
year: '2018'
...
---
_id: '8755'
abstract:
- lang: eng
  text: Dynamic mode decomposition (DMD) is a recently developed tool for the analysis
    of the behavior of complex dynamical systems. In this paper, we will propose an
    extension of DMD that exploits low-rank tensor decompositions of potentially high-dimensional
    data sets to compute the corresponding DMD modes and eigenvalues. The goal is
    to reduce the computational complexity and also the amount of memory required
    to store the data in order to mitigate the curse of dimensionality. The efficiency
    of these tensor-based methods will be illustrated with the aid of several different
    fluid dynamics problems such as the von Kármán vortex street and the simulation
    of two merging vortices.
article_type: original
author:
- first_name: Stefan
  full_name: Klus, Stefan
  last_name: Klus
- first_name: Patrick
  full_name: Gelß, Patrick
  last_name: Gelß
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: https://orcid.org/0000-0002-3389-793X
- first_name: Christof
  full_name: Schütte, Christof
  last_name: Schütte
citation:
  ama: Klus S, Gelß P, Peitz S, Schütte C. Tensor-based dynamic mode decomposition.
    <i>Nonlinearity</i>. 2018;31(7):3359-3380. doi:<a href="https://doi.org/10.1088/1361-6544/aabc8f">10.1088/1361-6544/aabc8f</a>
  apa: Klus, S., Gelß, P., Peitz, S., &#38; Schütte, C. (2018). Tensor-based dynamic
    mode decomposition. <i>Nonlinearity</i>, <i>31</i>(7), 3359–3380. <a href="https://doi.org/10.1088/1361-6544/aabc8f">https://doi.org/10.1088/1361-6544/aabc8f</a>
  bibtex: '@article{Klus_Gelß_Peitz_Schütte_2018, title={Tensor-based dynamic mode
    decomposition}, volume={31}, DOI={<a href="https://doi.org/10.1088/1361-6544/aabc8f">10.1088/1361-6544/aabc8f</a>},
    number={7}, journal={Nonlinearity}, author={Klus, Stefan and Gelß, Patrick and
    Peitz, Sebastian and Schütte, Christof}, year={2018}, pages={3359–3380} }'
  chicago: 'Klus, Stefan, Patrick Gelß, Sebastian Peitz, and Christof Schütte. “Tensor-Based
    Dynamic Mode Decomposition.” <i>Nonlinearity</i> 31, no. 7 (2018): 3359–80. <a
    href="https://doi.org/10.1088/1361-6544/aabc8f">https://doi.org/10.1088/1361-6544/aabc8f</a>.'
  ieee: S. Klus, P. Gelß, S. Peitz, and C. Schütte, “Tensor-based dynamic mode decomposition,”
    <i>Nonlinearity</i>, vol. 31, no. 7, pp. 3359–3380, 2018.
  mla: Klus, Stefan, et al. “Tensor-Based Dynamic Mode Decomposition.” <i>Nonlinearity</i>,
    vol. 31, no. 7, 2018, pp. 3359–80, doi:<a href="https://doi.org/10.1088/1361-6544/aabc8f">10.1088/1361-6544/aabc8f</a>.
  short: S. Klus, P. Gelß, S. Peitz, C. Schütte, Nonlinearity 31 (2018) 3359–3380.
date_created: 2019-03-29T13:32:04Z
date_updated: 2022-01-06T07:04:00Z
department:
- _id: '101'
doi: 10.1088/1361-6544/aabc8f
intvolume: '        31'
issue: '7'
language:
- iso: eng
page: 3359-3380
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Nonlinearity
publication_identifier:
  issn:
  - 0951-7715
  - 1361-6544
publication_status: published
status: public
title: Tensor-based dynamic mode decomposition
type: journal_article
user_id: '47427'
volume: 31
year: '2018'
...
---
_id: '8757'
abstract:
- lang: eng
  text: A framework for set‐oriented multiobjective optimal control of partial differential
    equations using reduced order modeling has recently been developed [1]. Following
    concepts from localized reduced bases methods, error estimators for the reduced
    cost functionals are utilized to construct a library of locally valid reduced
    order models. This way, a superset of the Pareto set can efficiently be computed
    while maintaining a prescribed error bound. In this article, this algorithm is
    applied to a problem with non‐smooth objective functionals. Using an academic
    example, we show that the extension to non‐smooth problems can be realized in
    a straightforward manner. We then discuss the implications on the numerical results.
author:
- first_name: Dennis
  full_name: Beermann, Dennis
  last_name: Beermann
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: https://orcid.org/0000-0002-3389-793X
- first_name: Stefan
  full_name: Volkwein, Stefan
  last_name: Volkwein
citation:
  ama: 'Beermann D, Dellnitz M, Peitz S, Volkwein S. POD-based multiobjective optimal
    control of PDEs with non-smooth objectives. In: <i>PAMM</i>. ; 2018:51-54. doi:<a
    href="https://doi.org/10.1002/pamm.201710015">10.1002/pamm.201710015</a>'
  apa: Beermann, D., Dellnitz, M., Peitz, S., &#38; Volkwein, S. (2018). POD-based
    multiobjective optimal control of PDEs with non-smooth objectives. In <i>PAMM</i>
    (pp. 51–54). <a href="https://doi.org/10.1002/pamm.201710015">https://doi.org/10.1002/pamm.201710015</a>
  bibtex: '@inproceedings{Beermann_Dellnitz_Peitz_Volkwein_2018, title={POD-based
    multiobjective optimal control of PDEs with non-smooth objectives}, DOI={<a href="https://doi.org/10.1002/pamm.201710015">10.1002/pamm.201710015</a>},
    booktitle={PAMM}, author={Beermann, Dennis and Dellnitz, Michael and Peitz, Sebastian
    and Volkwein, Stefan}, year={2018}, pages={51–54} }'
  chicago: Beermann, Dennis, Michael Dellnitz, Sebastian Peitz, and Stefan Volkwein.
    “POD-Based Multiobjective Optimal Control of PDEs with Non-Smooth Objectives.”
    In <i>PAMM</i>, 51–54, 2018. <a href="https://doi.org/10.1002/pamm.201710015">https://doi.org/10.1002/pamm.201710015</a>.
  ieee: D. Beermann, M. Dellnitz, S. Peitz, and S. Volkwein, “POD-based multiobjective
    optimal control of PDEs with non-smooth objectives,” in <i>PAMM</i>, 2018, pp.
    51–54.
  mla: Beermann, Dennis, et al. “POD-Based Multiobjective Optimal Control of PDEs
    with Non-Smooth Objectives.” <i>PAMM</i>, 2018, pp. 51–54, doi:<a href="https://doi.org/10.1002/pamm.201710015">10.1002/pamm.201710015</a>.
  short: 'D. Beermann, M. Dellnitz, S. Peitz, S. Volkwein, in: PAMM, 2018, pp. 51–54.'
date_created: 2019-03-29T13:34:25Z
date_updated: 2022-01-06T07:04:00Z
department:
- _id: '101'
doi: 10.1002/pamm.201710015
language:
- iso: eng
page: 51-54
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
publication_status: published
status: public
title: POD-based multiobjective optimal control of PDEs with non-smooth objectives
type: conference
user_id: '47427'
year: '2018'
...
---
_id: '6567'
author:
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Julia
  full_name: Düchting, Julia
  last_name: Düchting
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Johannesmann S, Düchting J, Webersen M, Claes L, Henning B. An acoustic waveguide-based
    approach to the complete characterisation of linear elastic, orthotropic material
    behaviour. <i>tm - Technisches Messen</i>. 2018;2018(85):478-486. doi:<a href="https://doi.org/10.1515/teme-2017-0132">10.1515/teme-2017-0132</a>
  apa: Johannesmann, S., Düchting, J., Webersen, M., Claes, L., &#38; Henning, B.
    (2018). An acoustic waveguide-based approach to the complete characterisation
    of linear elastic, orthotropic material behaviour. <i>Tm - Technisches Messen</i>,
    <i>2018</i>(85), 478–486. <a href="https://doi.org/10.1515/teme-2017-0132">https://doi.org/10.1515/teme-2017-0132</a>
  bibtex: '@article{Johannesmann_Düchting_Webersen_Claes_Henning_2018, title={An acoustic
    waveguide-based approach to the complete characterisation of linear elastic, orthotropic
    material behaviour}, volume={2018}, DOI={<a href="https://doi.org/10.1515/teme-2017-0132">10.1515/teme-2017-0132</a>},
    number={85}, journal={tm - Technisches Messen}, author={Johannesmann, Sarah and
    Düchting, Julia and Webersen, Manuel and Claes, Leander and Henning, Bernd}, year={2018},
    pages={478–486} }'
  chicago: 'Johannesmann, Sarah, Julia Düchting, Manuel Webersen, Leander Claes, and
    Bernd Henning. “An Acoustic Waveguide-Based Approach to the Complete Characterisation
    of Linear Elastic, Orthotropic Material Behaviour.” <i>Tm - Technisches Messen</i>
    2018, no. 85 (2018): 478–86. <a href="https://doi.org/10.1515/teme-2017-0132">https://doi.org/10.1515/teme-2017-0132</a>.'
  ieee: S. Johannesmann, J. Düchting, M. Webersen, L. Claes, and B. Henning, “An acoustic
    waveguide-based approach to the complete characterisation of linear elastic, orthotropic
    material behaviour,” <i>tm - Technisches Messen</i>, vol. 2018, no. 85, pp. 478–486,
    2018.
  mla: Johannesmann, Sarah, et al. “An Acoustic Waveguide-Based Approach to the Complete
    Characterisation of Linear Elastic, Orthotropic Material Behaviour.” <i>Tm - Technisches
    Messen</i>, vol. 2018, no. 85, 2018, pp. 478–86, doi:<a href="https://doi.org/10.1515/teme-2017-0132">10.1515/teme-2017-0132</a>.
  short: S. Johannesmann, J. Düchting, M. Webersen, L. Claes, B. Henning, Tm - Technisches
    Messen 2018 (2018) 478–486.
date_created: 2019-01-09T14:37:15Z
date_updated: 2022-01-06T07:03:12Z
department:
- _id: '49'
doi: 10.1515/teme-2017-0132
intvolume: '      2018'
issue: '85'
keyword:
- Continous-fibre reinforced plastics
- material parameters
- orthotropy
- ultrasonics
language:
- iso: eng
page: 478-486
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '88'
  grant_number: '260306237'
  name: Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter
    Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien
    Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion
publication: tm - Technisches Messen
publication_identifier:
  issn:
  - 0171-8096
quality_controlled: '1'
status: public
title: An acoustic waveguide-based approach to the complete characterisation of linear
  elastic, orthotropic material behaviour
type: journal_article
user_id: '11829'
volume: 2018
year: '2018'
...
---
_id: '6568'
author:
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Tobias
  full_name: Brockschmidt, Tobias
  last_name: Brockschmidt
- first_name: Friedhelm
  full_name: Rump, Friedhelm
  last_name: Rump
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Johannesmann S, Brockschmidt T, Rump F, Webersen M, Claes L, Henning B. Acoustic
    material characterization of prestressed, plate-shaped specimens. In: <i>Sensoren
    Und Messsysteme</i>. VDE Verlag GmbH; 2018:231-234.'
  apa: Johannesmann, S., Brockschmidt, T., Rump, F., Webersen, M., Claes, L., &#38;
    Henning, B. (2018). Acoustic material characterization of prestressed, plate-shaped
    specimens. In <i>Sensoren und Messsysteme</i> (pp. 231–234). VDE Verlag GmbH.
  bibtex: '@inproceedings{Johannesmann_Brockschmidt_Rump_Webersen_Claes_Henning_2018,
    title={Acoustic material characterization of prestressed, plate-shaped specimens},
    booktitle={Sensoren und Messsysteme}, publisher={VDE Verlag GmbH}, author={Johannesmann,
    Sarah and Brockschmidt, Tobias and Rump, Friedhelm and Webersen, Manuel and Claes,
    Leander and Henning, Bernd}, year={2018}, pages={231–234} }'
  chicago: Johannesmann, Sarah, Tobias Brockschmidt, Friedhelm Rump, Manuel Webersen,
    Leander Claes, and Bernd Henning. “Acoustic Material Characterization of Prestressed,
    Plate-Shaped Specimens.” In <i>Sensoren Und Messsysteme</i>, 231–34. VDE Verlag
    GmbH, 2018.
  ieee: S. Johannesmann, T. Brockschmidt, F. Rump, M. Webersen, L. Claes, and B. Henning,
    “Acoustic material characterization of prestressed, plate-shaped specimens,” in
    <i>Sensoren und Messsysteme</i>, 2018, pp. 231–234.
  mla: Johannesmann, Sarah, et al. “Acoustic Material Characterization of Prestressed,
    Plate-Shaped Specimens.” <i>Sensoren Und Messsysteme</i>, VDE Verlag GmbH, 2018,
    pp. 231–34.
  short: 'S. Johannesmann, T. Brockschmidt, F. Rump, M. Webersen, L. Claes, B. Henning,
    in: Sensoren Und Messsysteme, VDE Verlag GmbH, 2018, pp. 231–234.'
date_created: 2019-01-09T14:37:17Z
date_updated: 2022-01-06T07:03:12Z
department:
- _id: '49'
language:
- iso: eng
page: 231-234
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '88'
  grant_number: '260306237'
  name: Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter
    Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien
    Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion
publication: Sensoren und Messsysteme
publisher: VDE Verlag GmbH
status: public
title: Acoustic material characterization of prestressed, plate-shaped specimens
type: conference
user_id: '11829'
year: '2018'
...
---
_id: '6577'
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Julia
  full_name: Düchting, Julia
  last_name: Düchting
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Webersen M, Johannesmann S, Düchting J, Claes L, Henning B. Guided ultrasonic
    waves for determining effective orthotropic material parameters of continuous-fiber
    reinforced thermoplastic plates. <i>Ultrasonics</i>. 2018;84:53-62. doi:<a href="https://doi.org/10.1016/j.ultras.2017.10.005">10.1016/j.ultras.2017.10.005</a>
  apa: Webersen, M., Johannesmann, S., Düchting, J., Claes, L., &#38; Henning, B.
    (2018). Guided ultrasonic waves for determining effective orthotropic material
    parameters of continuous-fiber reinforced thermoplastic plates. <i>Ultrasonics</i>,
    <i>84</i>, 53–62. <a href="https://doi.org/10.1016/j.ultras.2017.10.005">https://doi.org/10.1016/j.ultras.2017.10.005</a>
  bibtex: '@article{Webersen_Johannesmann_Düchting_Claes_Henning_2018, title={Guided
    ultrasonic waves for determining effective orthotropic material parameters of
    continuous-fiber reinforced thermoplastic plates}, volume={84}, DOI={<a href="https://doi.org/10.1016/j.ultras.2017.10.005">10.1016/j.ultras.2017.10.005</a>},
    journal={Ultrasonics}, author={Webersen, Manuel and Johannesmann, Sarah and Düchting,
    Julia and Claes, Leander and Henning, Bernd}, year={2018}, pages={53–62} }'
  chicago: 'Webersen, Manuel, Sarah Johannesmann, Julia Düchting, Leander Claes, and
    Bernd Henning. “Guided Ultrasonic Waves for Determining Effective Orthotropic
    Material Parameters of Continuous-Fiber Reinforced Thermoplastic Plates.” <i>Ultrasonics</i>
    84 (2018): 53–62. <a href="https://doi.org/10.1016/j.ultras.2017.10.005">https://doi.org/10.1016/j.ultras.2017.10.005</a>.'
  ieee: M. Webersen, S. Johannesmann, J. Düchting, L. Claes, and B. Henning, “Guided
    ultrasonic waves for determining effective orthotropic material parameters of
    continuous-fiber reinforced thermoplastic plates,” <i>Ultrasonics</i>, vol. 84,
    pp. 53–62, 2018.
  mla: Webersen, Manuel, et al. “Guided Ultrasonic Waves for Determining Effective
    Orthotropic Material Parameters of Continuous-Fiber Reinforced Thermoplastic Plates.”
    <i>Ultrasonics</i>, vol. 84, 2018, pp. 53–62, doi:<a href="https://doi.org/10.1016/j.ultras.2017.10.005">10.1016/j.ultras.2017.10.005</a>.
  short: M. Webersen, S. Johannesmann, J. Düchting, L. Claes, B. Henning, Ultrasonics
    84 (2018) 53–62.
date_created: 2019-01-09T14:37:27Z
date_updated: 2022-01-06T07:03:12Z
department:
- _id: '49'
doi: 10.1016/j.ultras.2017.10.005
intvolume: '        84'
language:
- iso: eng
page: 53-62
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '88'
  grant_number: '260306237'
  name: Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter
    Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien
    Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion
publication: Ultrasonics
quality_controlled: '1'
status: public
title: Guided ultrasonic waves for determining effective orthotropic material parameters
  of continuous-fiber reinforced thermoplastic plates
type: journal_article
user_id: '11829'
volume: 84
year: '2018'
...
---
_id: '6578'
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Julia
  full_name: Düchting, Julia
  last_name: Düchting
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Webersen M, Johannesmann S, Düchting J, Claes L, Henning B. Akustische Charakterisierung
    der richtungsabhängigen elastischen Eigenschaften faserverstärkter Kunststoffe.
    In: <i>Fortschritte Der Akustik - DAGA 2018</i>. ; 2018:1263-1266.'
  apa: Webersen, M., Johannesmann, S., Düchting, J., Claes, L., &#38; Henning, B.
    (2018). Akustische Charakterisierung der richtungsabhängigen elastischen Eigenschaften
    faserverstärkter Kunststoffe. In <i>Fortschritte der Akustik - DAGA 2018</i> (pp.
    1263–1266).
  bibtex: '@inproceedings{Webersen_Johannesmann_Düchting_Claes_Henning_2018, title={Akustische
    Charakterisierung der richtungsabhängigen elastischen Eigenschaften faserverstärkter
    Kunststoffe}, booktitle={Fortschritte der Akustik - DAGA 2018}, author={Webersen,
    Manuel and Johannesmann, Sarah and Düchting, Julia and Claes, Leander and Henning,
    Bernd}, year={2018}, pages={1263–1266} }'
  chicago: Webersen, Manuel, Sarah Johannesmann, Julia Düchting, Leander Claes, and
    Bernd Henning. “Akustische Charakterisierung Der Richtungsabhängigen Elastischen
    Eigenschaften Faserverstärkter Kunststoffe.” In <i>Fortschritte Der Akustik -
    DAGA 2018</i>, 1263–66, 2018.
  ieee: M. Webersen, S. Johannesmann, J. Düchting, L. Claes, and B. Henning, “Akustische
    Charakterisierung der richtungsabhängigen elastischen Eigenschaften faserverstärkter
    Kunststoffe,” in <i>Fortschritte der Akustik - DAGA 2018</i>, 2018, pp. 1263–1266.
  mla: Webersen, Manuel, et al. “Akustische Charakterisierung Der Richtungsabhängigen
    Elastischen Eigenschaften Faserverstärkter Kunststoffe.” <i>Fortschritte Der Akustik
    - DAGA 2018</i>, 2018, pp. 1263–66.
  short: 'M. Webersen, S. Johannesmann, J. Düchting, L. Claes, B. Henning, in: Fortschritte
    Der Akustik - DAGA 2018, 2018, pp. 1263–1266.'
date_created: 2019-01-09T14:37:28Z
date_updated: 2022-01-06T07:03:12Z
department:
- _id: '49'
language:
- iso: eng
page: 1263-1266
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '88'
  grant_number: '260306237'
  name: Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter
    Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien
    Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion
publication: Fortschritte der Akustik - DAGA 2018
status: public
title: Akustische Charakterisierung der richtungsabhängigen elastischen Eigenschaften
  faserverstärkter Kunststoffe
type: conference
user_id: '11829'
year: '2018'
...
---
_id: '6596'
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Tobias
  full_name: Brockschmidt, Tobias
  last_name: Brockschmidt
- first_name: Friedhelm
  full_name: Rump, Friedhelm
  last_name: Rump
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Webersen M, Johannesmann S, Brockschmidt T, Rump F, Claes L, Henning B. <i>Einfluss
    mechanischer Vorspannung auf das mechanische Materialverhalten von Polymeren</i>.
    Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck; 2018.
  apa: Webersen, M., Johannesmann, S., Brockschmidt, T., Rump, F., Claes, L., &#38;
    Henning, B. (2018). <i>Einfluss mechanischer Vorspannung auf das mechanische Materialverhalten
    von Polymeren</i>. Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck.
  bibtex: '@book{Webersen_Johannesmann_Brockschmidt_Rump_Claes_Henning_2018, place={Workshop
    “Messtechnische Anwendungen von Ultraschall”, Drübeck}, title={Einfluss mechanischer
    Vorspannung auf das mechanische Materialverhalten von Polymeren}, author={Webersen,
    Manuel and Johannesmann, Sarah and Brockschmidt, Tobias and Rump, Friedhelm and
    Claes, Leander and Henning, Bernd}, year={2018} }'
  chicago: Webersen, Manuel, Sarah Johannesmann, Tobias Brockschmidt, Friedhelm Rump,
    Leander Claes, and Bernd Henning. <i>Einfluss mechanischer Vorspannung auf das
    mechanische Materialverhalten von Polymeren</i>. Workshop “Messtechnische Anwendungen
    von Ultraschall”, Drübeck, 2018.
  ieee: M. Webersen, S. Johannesmann, T. Brockschmidt, F. Rump, L. Claes, and B. Henning,
    <i>Einfluss mechanischer Vorspannung auf das mechanische Materialverhalten von
    Polymeren</i>. Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck,
    2018.
  mla: Webersen, Manuel, et al. <i>Einfluss mechanischer Vorspannung auf das mechanische
    Materialverhalten von Polymeren</i>. 2018.
  short: M. Webersen, S. Johannesmann, T. Brockschmidt, F. Rump, L. Claes, B. Henning,
    Einfluss mechanischer Vorspannung auf das mechanische Materialverhalten von Polymeren,
    Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck, 2018.
date_created: 2019-01-09T16:17:04Z
date_updated: 2022-01-06T07:03:13Z
department:
- _id: '49'
language:
- iso: ger
place: Workshop "Messtechnische Anwendungen von Ultraschall", Drübeck
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '88'
  grant_number: '260306237'
  name: Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter
    Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien
    Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion
status: public
title: Einfluss mechanischer Vorspannung auf das mechanische Materialverhalten von
  Polymeren
type: misc
user_id: '11829'
year: '2018'
...
---
_id: '17079'
author:
- first_name: Christian
  full_name: Wiebeler, Christian
  last_name: Wiebeler
- first_name: Aditya G.
  full_name: Rao, Aditya G.
  last_name: Rao
- first_name: Wolfgang
  full_name: Gärtner, Wolfgang
  last_name: Gärtner
- first_name: Igor
  full_name: Schapiro, Igor
  last_name: Schapiro
citation:
  ama: Wiebeler C, Rao AG, Gärtner W, Schapiro I. Die effektive Konjugationslänge
    ist für die spektrale Verschiebung im rot/grün schaltenden Cyanobakteriochrom
    Slr1393g3 verantwortlich. <i>Angewandte Chemie</i>. 2018:1952-1957. doi:<a href="https://doi.org/10.1002/ange.201810266">10.1002/ange.201810266</a>
  apa: Wiebeler, C., Rao, A. G., Gärtner, W., &#38; Schapiro, I. (2018). Die effektive
    Konjugationslänge ist für die spektrale Verschiebung im rot/grün schaltenden Cyanobakteriochrom
    Slr1393g3 verantwortlich. <i>Angewandte Chemie</i>, 1952–1957. <a href="https://doi.org/10.1002/ange.201810266">https://doi.org/10.1002/ange.201810266</a>
  bibtex: '@article{Wiebeler_Rao_Gärtner_Schapiro_2018, title={Die effektive Konjugationslänge
    ist für die spektrale Verschiebung im rot/grün schaltenden Cyanobakteriochrom
    Slr1393g3 verantwortlich}, DOI={<a href="https://doi.org/10.1002/ange.201810266">10.1002/ange.201810266</a>},
    journal={Angewandte Chemie}, author={Wiebeler, Christian and Rao, Aditya G. and
    Gärtner, Wolfgang and Schapiro, Igor}, year={2018}, pages={1952–1957} }'
  chicago: Wiebeler, Christian, Aditya G. Rao, Wolfgang Gärtner, and Igor Schapiro.
    “Die Effektive Konjugationslänge Ist Für Die Spektrale Verschiebung Im Rot/Grün
    Schaltenden Cyanobakteriochrom Slr1393g3 Verantwortlich.” <i>Angewandte Chemie</i>,
    2018, 1952–57. <a href="https://doi.org/10.1002/ange.201810266">https://doi.org/10.1002/ange.201810266</a>.
  ieee: C. Wiebeler, A. G. Rao, W. Gärtner, and I. Schapiro, “Die effektive Konjugationslänge
    ist für die spektrale Verschiebung im rot/grün schaltenden Cyanobakteriochrom
    Slr1393g3 verantwortlich,” <i>Angewandte Chemie</i>, pp. 1952–1957, 2018.
  mla: Wiebeler, Christian, et al. “Die Effektive Konjugationslänge Ist Für Die Spektrale
    Verschiebung Im Rot/Grün Schaltenden Cyanobakteriochrom Slr1393g3 Verantwortlich.”
    <i>Angewandte Chemie</i>, 2018, pp. 1952–57, doi:<a href="https://doi.org/10.1002/ange.201810266">10.1002/ange.201810266</a>.
  short: C. Wiebeler, A.G. Rao, W. Gärtner, I. Schapiro, Angewandte Chemie (2018)
    1952–1957.
date_created: 2020-06-04T07:31:59Z
date_updated: 2022-01-06T06:53:04Z
doi: 10.1002/ange.201810266
keyword:
- pc2-ressources
language:
- iso: eng
page: 1952-1957
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Angewandte Chemie
publication_identifier:
  issn:
  - 0044-8249
publication_status: published
status: public
title: Die effektive Konjugationslänge ist für die spektrale Verschiebung im rot/grün
  schaltenden Cyanobakteriochrom Slr1393g3 verantwortlich
type: journal_article
user_id: '61189'
year: '2018'
...
---
_id: '17080'
author:
- first_name: Christian
  full_name: Wiebeler, Christian
  last_name: Wiebeler
- first_name: Aditya G.
  full_name: Rao, Aditya G.
  last_name: Rao
- first_name: Wolfgang
  full_name: Gärtner, Wolfgang
  last_name: Gärtner
- first_name: Igor
  full_name: Schapiro, Igor
  last_name: Schapiro
citation:
  ama: Wiebeler C, Rao AG, Gärtner W, Schapiro I. The Effective Conjugation Length
    Is Responsible for the Red/Green Spectral Tuning in the Cyanobacteriochrome Slr1393g3.
    <i>Angewandte Chemie International Edition</i>. 2018:1934-1938. doi:<a href="https://doi.org/10.1002/anie.201810266">10.1002/anie.201810266</a>
  apa: Wiebeler, C., Rao, A. G., Gärtner, W., &#38; Schapiro, I. (2018). The Effective
    Conjugation Length Is Responsible for the Red/Green Spectral Tuning in the Cyanobacteriochrome
    Slr1393g3. <i>Angewandte Chemie International Edition</i>, 1934–1938. <a href="https://doi.org/10.1002/anie.201810266">https://doi.org/10.1002/anie.201810266</a>
  bibtex: '@article{Wiebeler_Rao_Gärtner_Schapiro_2018, title={The Effective Conjugation
    Length Is Responsible for the Red/Green Spectral Tuning in the Cyanobacteriochrome
    Slr1393g3}, DOI={<a href="https://doi.org/10.1002/anie.201810266">10.1002/anie.201810266</a>},
    journal={Angewandte Chemie International Edition}, author={Wiebeler, Christian
    and Rao, Aditya G. and Gärtner, Wolfgang and Schapiro, Igor}, year={2018}, pages={1934–1938}
    }'
  chicago: Wiebeler, Christian, Aditya G. Rao, Wolfgang Gärtner, and Igor Schapiro.
    “The Effective Conjugation Length Is Responsible for the Red/Green Spectral Tuning
    in the Cyanobacteriochrome Slr1393g3.” <i>Angewandte Chemie International Edition</i>,
    2018, 1934–38. <a href="https://doi.org/10.1002/anie.201810266">https://doi.org/10.1002/anie.201810266</a>.
  ieee: C. Wiebeler, A. G. Rao, W. Gärtner, and I. Schapiro, “The Effective Conjugation
    Length Is Responsible for the Red/Green Spectral Tuning in the Cyanobacteriochrome
    Slr1393g3,” <i>Angewandte Chemie International Edition</i>, pp. 1934–1938, 2018.
  mla: Wiebeler, Christian, et al. “The Effective Conjugation Length Is Responsible
    for the Red/Green Spectral Tuning in the Cyanobacteriochrome Slr1393g3.” <i>Angewandte
    Chemie International Edition</i>, 2018, pp. 1934–38, doi:<a href="https://doi.org/10.1002/anie.201810266">10.1002/anie.201810266</a>.
  short: C. Wiebeler, A.G. Rao, W. Gärtner, I. Schapiro, Angewandte Chemie International
    Edition (2018) 1934–1938.
date_created: 2020-06-04T07:34:14Z
date_updated: 2022-01-06T06:53:04Z
doi: 10.1002/anie.201810266
keyword:
- pc2-ressources
language:
- iso: eng
page: 1934-1938
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Angewandte Chemie International Edition
publication_identifier:
  issn:
  - 1433-7851
publication_status: published
status: public
title: The Effective Conjugation Length Is Responsible for the Red/Green Spectral
  Tuning in the Cyanobacteriochrome Slr1393g3
type: journal_article
user_id: '61189'
year: '2018'
...
---
_id: '11872'
abstract:
- lang: eng
  text: 'The weighted prediction error (WPE) algorithm has proven to be a very successful
    dereverberation method for the REVERB challenge. Likewise, neural network based
    mask estimation for beamforming demonstrated very good noise suppression in the
    CHiME 3 and CHiME 4 challenges. Recently, it has been shown that this estimator
    can also be trained to perform dereverberation and denoising jointly. However,
    up to now a comparison of a neural beamformer and WPE is still missing, so is
    an investigation into a combination of the two. Therefore, we here provide an
    extensive evaluation of both and consequently propose variants to integrate deep
    neural network based beamforming with WPE. For these integrated variants we identify
    a consistent word error rate (WER) reduction on two distinct databases. In particular,
    our study shows that deep learning based beamforming benefits from a model-based
    dereverberation technique (i.e. WPE) and vice versa. Our key findings are: (a)
    Neural beamforming yields the lower WERs in comparison to WPE the more channels
    and noise are present. (b) Integration of WPE and a neural beamformer consistently
    outperforms all stand-alone systems.'
author:
- first_name: Lukas
  full_name: Drude, Lukas
  id: '11213'
  last_name: Drude
- first_name: Christoph
  full_name: Boeddeker, Christoph
  id: '40767'
  last_name: Boeddeker
- first_name: Jahn
  full_name: Heymann, Jahn
  id: '9168'
  last_name: Heymann
- first_name: Keisuke
  full_name: Kinoshita, Keisuke
  last_name: Kinoshita
- first_name: Marc
  full_name: Delcroix, Marc
  last_name: Delcroix
- first_name: Tomohiro
  full_name: Nakatani, Tomohiro
  last_name: Nakatani
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Drude L, Boeddeker C, Heymann J, et al. Integration neural network based beamforming
    and weighted prediction error dereverberation. In: <i>INTERSPEECH 2018, Hyderabad,
    India</i>. ; 2018.'
  apa: Drude, L., Boeddeker, C., Heymann, J., Kinoshita, K., Delcroix, M., Nakatani,
    T., &#38; Haeb-Umbach, R. (2018). Integration neural network based beamforming
    and weighted prediction error dereverberation. In <i>INTERSPEECH 2018, Hyderabad,
    India</i>.
  bibtex: '@inproceedings{Drude_Boeddeker_Heymann_Kinoshita_Delcroix_Nakatani_Haeb-Umbach_2018,
    title={Integration neural network based beamforming and weighted prediction error
    dereverberation}, booktitle={INTERSPEECH 2018, Hyderabad, India}, author={Drude,
    Lukas and Boeddeker, Christoph and Heymann, Jahn and Kinoshita, Keisuke and Delcroix,
    Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2018} }'
  chicago: Drude, Lukas, Christoph Boeddeker, Jahn Heymann, Keisuke Kinoshita, Marc
    Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “Integration Neural Network
    Based Beamforming and Weighted Prediction Error Dereverberation.” In <i>INTERSPEECH
    2018, Hyderabad, India</i>, 2018.
  ieee: L. Drude <i>et al.</i>, “Integration neural network based beamforming and
    weighted prediction error dereverberation,” in <i>INTERSPEECH 2018, Hyderabad,
    India</i>, 2018.
  mla: Drude, Lukas, et al. “Integration Neural Network Based Beamforming and Weighted
    Prediction Error Dereverberation.” <i>INTERSPEECH 2018, Hyderabad, India</i>,
    2018.
  short: 'L. Drude, C. Boeddeker, J. Heymann, K. Kinoshita, M. Delcroix, T. Nakatani,
    R. Haeb-Umbach, in: INTERSPEECH 2018, Hyderabad, India, 2018.'
date_created: 2019-07-12T05:29:53Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2018/INTERSPEECH_2018_Drude_Paper.pdf
oa: '1'
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: INTERSPEECH 2018, Hyderabad, India
related_material:
  link:
  - description: Slides
    relation: supplementary_material
    url: https://groups.uni-paderborn.de/nt/pubs/2018/INTERSPEECH_2018_Drude_Slides.pdf
status: public
title: Integration neural network based beamforming and weighted prediction error
  dereverberation
type: conference
user_id: '40767'
year: '2018'
...
