---
_id: '21819'
abstract:
- lang: eng
  text: <jats:p>Many dimensionality and model reduction techniques rely on estimating
    dominant eigenfunctions of associated dynamical operators from data. Important
    examples include the Koopman operator and its generator, but also the Schrödinger
    operator. We propose a kernel-based method for the approximation of differential
    operators in reproducing kernel Hilbert spaces and show how eigenfunctions can
    be estimated by solving auxiliary matrix eigenvalue problems. The resulting algorithms
    are applied to molecular dynamics and quantum chemistry examples. Furthermore,
    we exploit that, under certain conditions, the Schrödinger operator can be transformed
    into a Kolmogorov backward operator corresponding to a drift-diffusion process
    and vice versa. This allows us to apply methods developed for the analysis of
    high-dimensional stochastic differential equations to quantum mechanical systems.</jats:p>
article_number: '722'
author:
- first_name: Stefan
  full_name: Klus, Stefan
  last_name: Klus
- first_name: Feliks
  full_name: Nüske, Feliks
  id: '81513'
  last_name: Nüske
  orcid: 0000-0003-2444-7889
- first_name: Boumediene
  full_name: Hamzi, Boumediene
  last_name: Hamzi
citation:
  ama: Klus S, Nüske F, Hamzi B. Kernel-Based Approximation of the Koopman Generator
    and Schrödinger Operator. <i>Entropy</i>. 2020. doi:<a href="https://doi.org/10.3390/e22070722">10.3390/e22070722</a>
  apa: Klus, S., Nüske, F., &#38; Hamzi, B. (2020). Kernel-Based Approximation of
    the Koopman Generator and Schrödinger Operator. <i>Entropy</i>. <a href="https://doi.org/10.3390/e22070722">https://doi.org/10.3390/e22070722</a>
  bibtex: '@article{Klus_Nüske_Hamzi_2020, title={Kernel-Based Approximation of the
    Koopman Generator and Schrödinger Operator}, DOI={<a href="https://doi.org/10.3390/e22070722">10.3390/e22070722</a>},
    number={722}, journal={Entropy}, author={Klus, Stefan and Nüske, Feliks and Hamzi,
    Boumediene}, year={2020} }'
  chicago: Klus, Stefan, Feliks Nüske, and Boumediene Hamzi. “Kernel-Based Approximation
    of the Koopman Generator and Schrödinger Operator.” <i>Entropy</i>, 2020. <a href="https://doi.org/10.3390/e22070722">https://doi.org/10.3390/e22070722</a>.
  ieee: S. Klus, F. Nüske, and B. Hamzi, “Kernel-Based Approximation of the Koopman
    Generator and Schrödinger Operator,” <i>Entropy</i>, 2020.
  mla: Klus, Stefan, et al. “Kernel-Based Approximation of the Koopman Generator and
    Schrödinger Operator.” <i>Entropy</i>, 722, 2020, doi:<a href="https://doi.org/10.3390/e22070722">10.3390/e22070722</a>.
  short: S. Klus, F. Nüske, B. Hamzi, Entropy (2020).
date_created: 2021-04-28T18:06:35Z
date_updated: 2022-01-06T06:55:16Z
department:
- _id: '101'
doi: 10.3390/e22070722
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/1099-4300/22/7/722
oa: '1'
publication: Entropy
publication_identifier:
  issn:
  - 1099-4300
publication_status: published
status: public
title: Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator
type: journal_article
user_id: '81513'
year: '2020'
...
---
_id: '16487'
author:
- first_name: Jan
  full_name: Bobolz, Jan
  id: '27207'
  last_name: Bobolz
- first_name: Fabian
  full_name: Eidens, Fabian
  id: '25078'
  last_name: Eidens
- first_name: Stephan
  full_name: Krenn, Stephan
  last_name: Krenn
- first_name: Daniel
  full_name: Slamanig, Daniel
  last_name: Slamanig
- first_name: Christoph
  full_name: Striecks, Christoph
  last_name: Striecks
citation:
  ama: 'Bobolz J, Eidens F, Krenn S, Slamanig D, Striecks C. Privacy-Preserving Incentive
    Systems with Highly Efficient Point-Collection. In: <i>Proceedings of the 15th
    ACM Asia Conference on Computer and Communications Security (ASIA CCS ’20),</i>.
    New York, NY, USA: ACM; 2020. doi:<a href="https://doi.org/10.1145/3320269.3384769">10.1145/3320269.3384769</a>'
  apa: 'Bobolz, J., Eidens, F., Krenn, S., Slamanig, D., &#38; Striecks, C. (2020).
    Privacy-Preserving Incentive Systems with Highly Efficient Point-Collection. In
    <i>Proceedings of the 15th ACM Asia Conference on Computer and Communications
    Security (ASIA CCS ’20),</i>. New York, NY, USA: ACM. <a href="https://doi.org/10.1145/3320269.3384769">https://doi.org/10.1145/3320269.3384769</a>'
  bibtex: '@inproceedings{Bobolz_Eidens_Krenn_Slamanig_Striecks_2020, place={New York,
    NY, USA}, title={Privacy-Preserving Incentive Systems with Highly Efficient Point-Collection},
    DOI={<a href="https://doi.org/10.1145/3320269.3384769">10.1145/3320269.3384769</a>},
    booktitle={Proceedings of the 15th ACM Asia Conference on Computer and Communications
    Security (ASIA CCS ’20),}, publisher={ACM}, author={Bobolz, Jan and Eidens, Fabian
    and Krenn, Stephan and Slamanig, Daniel and Striecks, Christoph}, year={2020}
    }'
  chicago: 'Bobolz, Jan, Fabian Eidens, Stephan Krenn, Daniel Slamanig, and Christoph
    Striecks. “Privacy-Preserving Incentive Systems with Highly Efficient Point-Collection.”
    In <i>Proceedings of the 15th ACM Asia Conference on Computer and Communications
    Security (ASIA CCS ’20),</i>. New York, NY, USA: ACM, 2020. <a href="https://doi.org/10.1145/3320269.3384769">https://doi.org/10.1145/3320269.3384769</a>.'
  ieee: J. Bobolz, F. Eidens, S. Krenn, D. Slamanig, and C. Striecks, “Privacy-Preserving
    Incentive Systems with Highly Efficient Point-Collection,” in <i>Proceedings of
    the 15th ACM Asia Conference on Computer and Communications Security (ASIA CCS
    ’20),</i> Taiwan, 2020.
  mla: Bobolz, Jan, et al. “Privacy-Preserving Incentive Systems with Highly Efficient
    Point-Collection.” <i>Proceedings of the 15th ACM Asia Conference on Computer
    and Communications Security (ASIA CCS ’20),</i> ACM, 2020, doi:<a href="https://doi.org/10.1145/3320269.3384769">10.1145/3320269.3384769</a>.
  short: 'J. Bobolz, F. Eidens, S. Krenn, D. Slamanig, C. Striecks, in: Proceedings
    of the 15th ACM Asia Conference on Computer and Communications Security (ASIA
    CCS ’20), ACM, New York, NY, USA, 2020.'
conference:
  location: Taiwan
  name: ASIA CCS'20
date_created: 2020-04-09T10:00:29Z
date_updated: 2022-01-06T06:52:51Z
ddc:
- '000'
department:
- _id: '64'
doi: 10.1145/3320269.3384769
file:
- access_level: closed
  content_type: application/pdf
  creator: feidens
  date_created: 2020-04-09T09:59:03Z
  date_updated: 2020-04-09T09:59:03Z
  file_id: '16488'
  file_name: main.pdf
  file_size: 553623
  relation: main_file
  success: 1
file_date_updated: 2020-04-09T09:59:03Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2020/382
oa: '1'
place: New York, NY, USA
project:
- _id: '1'
  name: SFB 901
- _id: '84'
  name: SFB 901 -Subproject T2
- _id: '82'
  name: SFB 901 - Project Area T
publication: Proceedings of the 15th ACM Asia Conference on Computer and Communications
  Security (ASIA CCS ’20),
publisher: ACM
status: public
title: Privacy-Preserving Incentive Systems with Highly Efficient Point-Collection
type: conference
user_id: '477'
year: '2020'
...
---
_id: '16839'
article_type: original
author:
- first_name: Basudeb
  full_name: Sain, Basudeb
  last_name: Sain
- first_name: Thomas
  full_name: Zentgraf, Thomas
  id: '30525'
  last_name: Zentgraf
  orcid: 0000-0002-8662-1101
citation:
  ama: 'Sain B, Zentgraf T. Metasurfaces help lasers to mode-lock. <i>Light: Science
    &#38; Applications</i>. 2020;9:67. doi:<a href="https://doi.org/10.1038/s41377-020-0312-1">10.1038/s41377-020-0312-1</a>'
  apa: 'Sain, B., &#38; Zentgraf, T. (2020). Metasurfaces help lasers to mode-lock.
    <i>Light: Science &#38; Applications</i>, <i>9</i>, 67. <a href="https://doi.org/10.1038/s41377-020-0312-1">https://doi.org/10.1038/s41377-020-0312-1</a>'
  bibtex: '@article{Sain_Zentgraf_2020, title={Metasurfaces help lasers to mode-lock},
    volume={9}, DOI={<a href="https://doi.org/10.1038/s41377-020-0312-1">10.1038/s41377-020-0312-1</a>},
    journal={Light: Science &#38; Applications}, author={Sain, Basudeb and Zentgraf,
    Thomas}, year={2020}, pages={67} }'
  chicago: 'Sain, Basudeb, and Thomas Zentgraf. “Metasurfaces Help Lasers to Mode-Lock.”
    <i>Light: Science &#38; Applications</i> 9 (2020): 67. <a href="https://doi.org/10.1038/s41377-020-0312-1">https://doi.org/10.1038/s41377-020-0312-1</a>.'
  ieee: 'B. Sain and T. Zentgraf, “Metasurfaces help lasers to mode-lock,” <i>Light:
    Science &#38; Applications</i>, vol. 9, p. 67, 2020.'
  mla: 'Sain, Basudeb, and Thomas Zentgraf. “Metasurfaces Help Lasers to Mode-Lock.”
    <i>Light: Science &#38; Applications</i>, vol. 9, 2020, p. 67, doi:<a href="https://doi.org/10.1038/s41377-020-0312-1">10.1038/s41377-020-0312-1</a>.'
  short: 'B. Sain, T. Zentgraf, Light: Science &#38; Applications 9 (2020) 67.'
date_created: 2020-04-23T11:22:45Z
date_updated: 2022-01-06T06:52:57Z
department:
- _id: '15'
- _id: '230'
- _id: '289'
doi: 10.1038/s41377-020-0312-1
intvolume: '         9'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.nature.com/articles/s41377-020-0312-1
oa: '1'
page: '67'
publication: 'Light: Science & Applications'
publication_identifier:
  issn:
  - 2047-7538
publication_status: published
status: public
title: Metasurfaces help lasers to mode-lock
type: journal_article
user_id: '30525'
volume: 9
year: '2020'
...
---
_id: '16931'
article_type: original
author:
- first_name: Hongqiang
  full_name: Zhou, Hongqiang
  last_name: Zhou
- first_name: Basudeb
  full_name: Sain, Basudeb
  last_name: Sain
- first_name: Yongtian
  full_name: Wang, Yongtian
  last_name: Wang
- first_name: Christian
  full_name: Schlickriede, Christian
  id: '59792'
  last_name: Schlickriede
- first_name: Ruizhe
  full_name: Zhao, Ruizhe
  last_name: Zhao
- first_name: Xue
  full_name: Zhang, Xue
  last_name: Zhang
- first_name: Qunshuo
  full_name: Wei, Qunshuo
  last_name: Wei
- first_name: Xiaowei
  full_name: Li, Xiaowei
  last_name: Li
- first_name: Lingling
  full_name: Huang, Lingling
  last_name: Huang
- first_name: Thomas
  full_name: Zentgraf, Thomas
  id: '30525'
  last_name: Zentgraf
  orcid: 0000-0002-8662-1101
citation:
  ama: Zhou H, Sain B, Wang Y, et al. Polarization-Encrypted Orbital Angular Momentum
    Multiplexed Metasurface Holography. <i>ACS Nano</i>. 2020;14(5):5553–5559. doi:<a
    href="https://doi.org/10.1021/acsnano.9b09814">10.1021/acsnano.9b09814</a>
  apa: Zhou, H., Sain, B., Wang, Y., Schlickriede, C., Zhao, R., Zhang, X., … Zentgraf,
    T. (2020). Polarization-Encrypted Orbital Angular Momentum Multiplexed Metasurface
    Holography. <i>ACS Nano</i>, <i>14</i>(5), 5553–5559. <a href="https://doi.org/10.1021/acsnano.9b09814">https://doi.org/10.1021/acsnano.9b09814</a>
  bibtex: '@article{Zhou_Sain_Wang_Schlickriede_Zhao_Zhang_Wei_Li_Huang_Zentgraf_2020,
    title={Polarization-Encrypted Orbital Angular Momentum Multiplexed Metasurface
    Holography}, volume={14}, DOI={<a href="https://doi.org/10.1021/acsnano.9b09814">10.1021/acsnano.9b09814</a>},
    number={5}, journal={ACS Nano}, author={Zhou, Hongqiang and Sain, Basudeb and
    Wang, Yongtian and Schlickriede, Christian and Zhao, Ruizhe and Zhang, Xue and
    Wei, Qunshuo and Li, Xiaowei and Huang, Lingling and Zentgraf, Thomas}, year={2020},
    pages={5553–5559} }'
  chicago: 'Zhou, Hongqiang, Basudeb Sain, Yongtian Wang, Christian Schlickriede,
    Ruizhe Zhao, Xue Zhang, Qunshuo Wei, Xiaowei Li, Lingling Huang, and Thomas Zentgraf.
    “Polarization-Encrypted Orbital Angular Momentum Multiplexed Metasurface Holography.”
    <i>ACS Nano</i> 14, no. 5 (2020): 5553–5559. <a href="https://doi.org/10.1021/acsnano.9b09814">https://doi.org/10.1021/acsnano.9b09814</a>.'
  ieee: H. Zhou <i>et al.</i>, “Polarization-Encrypted Orbital Angular Momentum Multiplexed
    Metasurface Holography,” <i>ACS Nano</i>, vol. 14, no. 5, pp. 5553–5559, 2020.
  mla: Zhou, Hongqiang, et al. “Polarization-Encrypted Orbital Angular Momentum Multiplexed
    Metasurface Holography.” <i>ACS Nano</i>, vol. 14, no. 5, 2020, pp. 5553–5559,
    doi:<a href="https://doi.org/10.1021/acsnano.9b09814">10.1021/acsnano.9b09814</a>.
  short: H. Zhou, B. Sain, Y. Wang, C. Schlickriede, R. Zhao, X. Zhang, Q. Wei, X.
    Li, L. Huang, T. Zentgraf, ACS Nano 14 (2020) 5553–5559.
date_created: 2020-04-30T11:44:33Z
date_updated: 2022-01-06T06:52:59Z
department:
- _id: '15'
- _id: '230'
- _id: '289'
- _id: '623'
doi: 10.1021/acsnano.9b09814
intvolume: '        14'
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 5553–5559
publication: ACS Nano
publication_identifier:
  issn:
  - 1936-0851
  - 1936-086X
publication_status: published
quality_controlled: '1'
status: public
title: Polarization-Encrypted Orbital Angular Momentum Multiplexed Metasurface Holography
type: journal_article
user_id: '30525'
volume: 14
year: '2020'
...
---
_id: '16933'
abstract:
- lang: eng
  text: The continuous innovation of its business models is an important task for
    a company to stay competitive. During this process, the company has to validate
    various hypotheses about its business models by adapting to uncertain and changing
    customer needs effectively and efficiently. This adaptation, in turn, can be supported
    by the concept of Software Product Lines (SPLs). SPLs reduce the time to market
    by deriving products for customers with changing requirements using a common set
    of features, structured as a feature model. Analogously, we support the process
    of business model adaptation by applying the engineering process of SPLs to the
    structure of the Business Model Canvas (BMC). We call this concept a Business
    Model Decision Line (BMDL). The BMDL matches business domain knowledge in the
    form of a feature model with customer needs to derive hypotheses about the business
    model together with experiments for validation. Our approach is effective by providing
    a comprehensive overview of possible business model adaptations and efficient
    by reusing experiments for different hypotheses. We implement our approach in
    a tool and illustrate the usefulness with an example of developing business models
    for a mobile application.
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Florian
  full_name: Rittmeier, Florian
  id: '5281'
  last_name: Rittmeier
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Rittmeier F, Engels G. Hypothesis-driven Adaptation of Business
    Models based on Product Line Engineering. In: <i>Proceedings of the 22nd IEEE
    International Conference on Business Informatics</i>. IEEE; 2020. doi:<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>'
  apa: 'Gottschalk, S., Rittmeier, F., &#38; Engels, G. (2020). Hypothesis-driven
    Adaptation of Business Models based on Product Line Engineering. In <i>Proceedings
    of the 22nd IEEE International Conference on Business Informatics</i>. Antwerp:
    IEEE. <a href="https://doi.org/10.1109/CBI49978.2020.00022">https://doi.org/10.1109/CBI49978.2020.00022</a>'
  bibtex: '@inproceedings{Gottschalk_Rittmeier_Engels_2020, title={Hypothesis-driven
    Adaptation of Business Models based on Product Line Engineering}, DOI={<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>},
    booktitle={Proceedings of the 22nd IEEE International Conference on Business Informatics},
    publisher={IEEE}, author={Gottschalk, Sebastian and Rittmeier, Florian and Engels,
    Gregor}, year={2020} }'
  chicago: Gottschalk, Sebastian, Florian Rittmeier, and Gregor Engels. “Hypothesis-Driven
    Adaptation of Business Models Based on Product Line Engineering.” In <i>Proceedings
    of the 22nd IEEE International Conference on Business Informatics</i>. IEEE, 2020.
    <a href="https://doi.org/10.1109/CBI49978.2020.00022">https://doi.org/10.1109/CBI49978.2020.00022</a>.
  ieee: S. Gottschalk, F. Rittmeier, and G. Engels, “Hypothesis-driven Adaptation
    of Business Models based on Product Line Engineering,” in <i>Proceedings of the
    22nd IEEE International Conference on Business Informatics</i>, Antwerp, 2020.
  mla: Gottschalk, Sebastian, et al. “Hypothesis-Driven Adaptation of Business Models
    Based on Product Line Engineering.” <i>Proceedings of the 22nd IEEE International
    Conference on Business Informatics</i>, IEEE, 2020, doi:<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>.
  short: 'S. Gottschalk, F. Rittmeier, G. Engels, in: Proceedings of the 22nd IEEE
    International Conference on Business Informatics, IEEE, 2020.'
conference:
  end_date: 2020-06-24
  location: Antwerp
  name: 22nd IEEE International Conference on Business Informatics
  start_date: 2020-06-22
date_created: 2020-05-04T12:16:54Z
date_updated: 2022-01-06T06:52:59Z
ddc:
- '006'
department:
- _id: '66'
doi: 10.1109/CBI49978.2020.00022
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2020-07-14T09:33:00Z
  date_updated: 2020-07-14T09:33:00Z
  file_id: '17383'
  file_name: CBI.pdf
  file_size: 569290
  relation: main_file
file_date_updated: 2020-07-14T09:33:00Z
has_accepted_license: '1'
keyword:
- Business Model Decision Line
- Business Model Adaptation
- Hypothesis-driven Adaptation
- Software Product Line
- Feature Model
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Proceedings of the 22nd IEEE International Conference on Business Informatics
publisher: IEEE
status: public
title: Hypothesis-driven Adaptation of Business Models based on Product Line Engineering
type: conference
user_id: '47208'
year: '2020'
...
---
_id: '16934'
abstract:
- lang: eng
  text: 'To build successful products, the developers have to adapt their product
    features and business models to uncertain customer needs. This adaptation is part
    of the research discipline of Hypotheses Engineering (HE) where customer needs
    can be seen as hypotheses that need to be tested iteratively by conducting experiments
    together with the customer. So far, modeling support and associated traceability
    of this iterative process are missing. Both, in turn, are important to document
    the adaptation to the customer needs and identify experiments that provide most
    evidence to the customer needs. To target this issue, we introduce a model-based
    HE approach with a twofold contribution: First, we develop a modeling language
    that models hypotheses and experiments as interrelated hierarchies together with
    a mapping between them. While the hypotheses are labeled with a score level of
    their current evidence, the experiments are labeled with a score level of maximum
    evidence that can be achieved during conduction. Second, we provide an iterative
    process to determine experiments that offer the most evidence improvement to the
    modeled hypotheses. We illustrate the usefulness of the approach with an example
    of testing the business model of a mobile application.'
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Enes
  full_name: Yigitbas, Enes
  id: '8447'
  last_name: Yigitbas
  orcid: 0000-0002-5967-833X
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Yigitbas E, Engels G. Model-based Hypothesis Engineering for
    Supporting Adaptation to Uncertain Customer Needs. In: Shishkov B, ed. <i>Business
    Modeling and Software Design</i>. Vol 391. Lecture Notes in Business Information
    Processing. Springer International Publishing; 2020:276-286. doi:<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>'
  apa: 'Gottschalk, S., Yigitbas, E., &#38; Engels, G. (2020). Model-based Hypothesis
    Engineering for Supporting Adaptation to Uncertain Customer Needs. In B. Shishkov
    (Ed.), <i>Business Modeling and Software Design</i> (Vol. 391, pp. 276–286). Potsdam:
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-52306-0_18">https://doi.org/10.1007/978-3-030-52306-0_18</a>'
  bibtex: '@inproceedings{Gottschalk_Yigitbas_Engels_2020, series={Lecture Notes in
    Business Information Processing}, title={Model-based Hypothesis Engineering for
    Supporting Adaptation to Uncertain Customer Needs}, volume={391}, DOI={<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>},
    booktitle={Business Modeling and Software Design}, publisher={Springer International
    Publishing}, author={Gottschalk, Sebastian and Yigitbas, Enes and Engels, Gregor},
    editor={Shishkov, BorisEditor}, year={2020}, pages={276–286}, collection={Lecture
    Notes in Business Information Processing} }'
  chicago: Gottschalk, Sebastian, Enes Yigitbas, and Gregor Engels. “Model-Based Hypothesis
    Engineering for Supporting Adaptation to Uncertain Customer Needs.” In <i>Business
    Modeling and Software Design</i>, edited by Boris Shishkov, 391:276–86. Lecture
    Notes in Business Information Processing. Springer International Publishing, 2020.
    <a href="https://doi.org/10.1007/978-3-030-52306-0_18">https://doi.org/10.1007/978-3-030-52306-0_18</a>.
  ieee: S. Gottschalk, E. Yigitbas, and G. Engels, “Model-based Hypothesis Engineering
    for Supporting Adaptation to Uncertain Customer Needs,” in <i>Business Modeling
    and Software Design</i>, Potsdam, 2020, vol. 391, pp. 276–286.
  mla: Gottschalk, Sebastian, et al. “Model-Based Hypothesis Engineering for Supporting
    Adaptation to Uncertain Customer Needs.” <i>Business Modeling and Software Design</i>,
    edited by Boris Shishkov, vol. 391, Springer International Publishing, 2020, pp.
    276–86, doi:<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>.
  short: 'S. Gottschalk, E. Yigitbas, G. Engels, in: B. Shishkov (Ed.), Business Modeling
    and Software Design, Springer International Publishing, 2020, pp. 276–286.'
conference:
  end_date: 2020-07-08
  location: Potsdam
  name: '10th International Symposium on Business Modeling and Software Design '
  start_date: 2020-07-06
date_created: 2020-05-04T12:27:38Z
date_updated: 2022-01-06T06:52:59Z
ddc:
- '006'
department:
- _id: '66'
doi: 10.1007/978-3-030-52306-0_18
editor:
- first_name: Boris
  full_name: Shishkov, Boris
  last_name: Shishkov
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2020-07-14T09:25:30Z
  date_updated: 2020-07-14T09:28:33Z
  file_id: '17380'
  file_name: BMSD20.pdf
  file_size: 267658
  relation: main_file
file_date_updated: 2020-07-14T09:28:33Z
has_accepted_license: '1'
intvolume: '       391'
keyword:
- Hypothesis Engineering
- Model-based
- Customer Need Adaptation
- Business Model
- Product Features
language:
- iso: eng
oa: '1'
page: 276-286
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Business Modeling and Software Design
publisher: Springer International Publishing
series_title: Lecture Notes in Business Information Processing
status: public
title: Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer
  Needs
type: conference
user_id: '47208'
volume: 391
year: '2020'
...
---
_id: '16939'
author:
- first_name: Marcel
  full_name: Triebus, Marcel
  id: '66036'
  last_name: Triebus
- first_name: Thomas
  full_name: Tröster, Thomas
  id: '553'
  last_name: Tröster
citation:
  ama: 'Triebus M, Tröster T. A Holistic Approach to Optimization-Based Design of
    Hybrid Materials. In: <i>Proceedings 4th International Conference Hybrid Materials
    &#38; Structures</i>. ; 2020.'
  apa: Triebus, M., &#38; Tröster, T. (2020). A Holistic Approach to Optimization-Based
    Design of Hybrid Materials. In <i>Proceedings 4th International Conference Hybrid
    Materials &#38; Structures</i>. Web-Conference.
  bibtex: '@inproceedings{Triebus_Tröster_2020, title={A Holistic Approach to Optimization-Based
    Design of Hybrid Materials}, booktitle={Proceedings 4th International Conference
    Hybrid Materials &#38; Structures}, author={Triebus, Marcel and Tröster, Thomas},
    year={2020} }'
  chicago: Triebus, Marcel, and Thomas Tröster. “A Holistic Approach to Optimization-Based
    Design of Hybrid Materials.” In <i>Proceedings 4th International Conference Hybrid
    Materials &#38; Structures</i>, 2020.
  ieee: M. Triebus and T. Tröster, “A Holistic Approach to Optimization-Based Design
    of Hybrid Materials,” in <i>Proceedings 4th International Conference Hybrid Materials
    &#38; Structures</i>, Web-Conference, 2020.
  mla: Triebus, Marcel, and Thomas Tröster. “A Holistic Approach to Optimization-Based
    Design of Hybrid Materials.” <i>Proceedings 4th International Conference Hybrid
    Materials &#38; Structures</i>, 2020.
  short: 'M. Triebus, T. Tröster, in: Proceedings 4th International Conference Hybrid
    Materials &#38; Structures, 2020.'
conference:
  end_date: 2020-04-29
  location: Web-Conference
  name: 4th International Conference Hybrid Materials & Structures 2020
  start_date: 2020-04-28
date_created: 2020-05-06T10:45:19Z
date_updated: 2022-01-06T06:52:59Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://hybrid2020.dgm.de/fileadmin/Tagungen/2020/2020-04-Hybrid-Materials/02-Graphik-Druckwerke/2020-Hybrid-Proceedings.pdf
oa: '1'
publication: Proceedings 4th International Conference Hybrid Materials & Structures
status: public
title: A Holistic Approach to Optimization-Based Design of Hybrid Materials
type: conference
user_id: '66036'
year: '2020'
...
---
_id: '17019'
abstract:
- lang: eng
  text: The scientific impact of research papers is multi-dimensional and can be determined
    quantitatively by means of citation analysis and qualitatively by means of content
    analysis. Accounting for the widely acknowledged limitations of pure citation
    analysis, we adopt a knowledge-based perspective on scientific impact to develop
    a methodology for content-based citation analysis which allows determining how
    papers have enabled knowledge development in subsequent research (knowledge impact).
    As knowledge development differs between research genres, we develop a new knowledgebased
    citation analysis methodology for the genre of standalone literature reviews (LRs).
    We apply the suggested methodology to the IS business value domain by manually
    coding 22 LRs and 1,228 citing papers (CPs) and show that the results challenge
    the assumption that citations indicate knowledge impact. We derive implications
    for distinguishing knowledge impact from citation impact in the LR genre. Finally,
    we develop recommendations for authors of LRs, scientific evaluation committees
    and editorial boards of journals how to apply and benefit from the suggested methodology,
    and we discuss its efficiency and automatization.
author:
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
- first_name: Gerit
  full_name: Wagner, Gerit
  last_name: Wagner
- first_name: Alexander
  full_name: Benlian, Alexander
  last_name: Benlian
citation:
  ama: 'Schryen G, Wagner G, Benlian A. <i>Distinguishing Knowledge Impact from Citation
    Impact: A Methodology for Analysing Knowledge Impact for the Literature Review
    Genre</i>.; 2020.'
  apa: 'Schryen, G., Wagner, G., &#38; Benlian, A. (2020). <i>Distinguishing Knowledge
    Impact from Citation Impact: A Methodology for Analysing Knowledge Impact for
    the Literature Review Genre</i>.'
  bibtex: '@book{Schryen_Wagner_Benlian_2020, title={Distinguishing Knowledge Impact
    from Citation Impact: A Methodology for Analysing Knowledge Impact for the Literature
    Review Genre}, author={Schryen, Guido and Wagner, Gerit and Benlian, Alexander},
    year={2020} }'
  chicago: 'Schryen, Guido, Gerit Wagner, and Alexander Benlian. <i>Distinguishing
    Knowledge Impact from Citation Impact: A Methodology for Analysing Knowledge Impact
    for the Literature Review Genre</i>, 2020.'
  ieee: 'G. Schryen, G. Wagner, and A. Benlian, <i>Distinguishing Knowledge Impact
    from Citation Impact: A Methodology for Analysing Knowledge Impact for the Literature
    Review Genre</i>. 2020.'
  mla: 'Schryen, Guido, et al. <i>Distinguishing Knowledge Impact from Citation Impact:
    A Methodology for Analysing Knowledge Impact for the Literature Review Genre</i>.
    2020.'
  short: 'G. Schryen, G. Wagner, A. Benlian, Distinguishing Knowledge Impact from
    Citation Impact: A Methodology for Analysing Knowledge Impact for the Literature
    Review Genre, 2020.'
date_created: 2020-05-19T15:12:33Z
date_updated: 2022-01-06T06:53:02Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2020-05-19T15:09:28Z
  date_updated: 2020-05-19T15:09:28Z
  file_id: '17020'
  file_name: SSRN-id3581789.pdf
  file_size: 487351
  relation: main_file
file_date_updated: 2020-05-19T15:09:28Z
has_accepted_license: '1'
keyword:
- Scientific impact
- knowledge impact
- content-based citation analysis
- methodology
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ssrn.com/abstract=3581789
oa: '1'
status: public
title: 'Distinguishing Knowledge Impact from Citation Impact: A Methodology for Analysing
  Knowledge Impact for the Literature Review Genre'
type: working_paper
user_id: '61579'
year: '2020'
...
---
_id: '17055'
abstract:
- lang: eng
  text: Understanding a new literature corpus can be a grueling experience for junior
    scholars. Nevertheless, corresponding guidelines have not been updated for decades.
    We contend that the traditional strategy of skimming all papers and reading selected
    papers afterwards needs to be revised. Therefore, we design a new strategy that
    guides the overall exploratory process by prioritizing influential papers for
    initial reading, followed by skimming the remaining papers. Consistent with schemata
    theory, starting with in-depth reading allows readers to acquire more substantial
    prior content schemata, which are representa-tive for the literature corpus and
    useful in the following skimming process. To this end, we develop a prototype
    that identifies the influential papers from a set of PDFs, which is illustrated
    in a case study in the IT business value domain. With the new strategy, we envision
    a more efficient process of exploring unknown literature corpora.
author:
- first_name: Gerit
  full_name: Wagner, Gerit
  last_name: Wagner
- first_name: Philipp
  full_name: Empl, Philipp
  last_name: Empl
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: 'Wagner G, Empl P, Schryen G. Designing a Novel Strategy for Exploring Literature
    Corpora. In: <i>28th European Conference on Information Systems (ECIS 2020)</i>.
    ; 2020.'
  apa: Wagner, G., Empl, P., &#38; Schryen, G. (2020). Designing a Novel Strategy
    for Exploring Literature Corpora. In <i>28th European Conference on Information
    Systems (ECIS 2020)</i>. Marrakesh, Morocco.
  bibtex: '@inproceedings{Wagner_Empl_Schryen_2020, title={Designing a Novel Strategy
    for Exploring Literature Corpora}, booktitle={28th European Conference on Information
    Systems (ECIS 2020)}, author={Wagner, Gerit and Empl, Philipp and Schryen, Guido},
    year={2020} }'
  chicago: Wagner, Gerit, Philipp Empl, and Guido Schryen. “Designing a Novel Strategy
    for Exploring Literature Corpora.” In <i>28th European Conference on Information
    Systems (ECIS 2020)</i>, 2020.
  ieee: G. Wagner, P. Empl, and G. Schryen, “Designing a Novel Strategy for Exploring
    Literature Corpora,” in <i>28th European Conference on Information Systems (ECIS
    2020)</i>, Marrakesh, Morocco, 2020.
  mla: Wagner, Gerit, et al. “Designing a Novel Strategy for Exploring Literature
    Corpora.” <i>28th European Conference on Information Systems (ECIS 2020)</i>,
    2020.
  short: 'G. Wagner, P. Empl, G. Schryen, in: 28th European Conference on Information
    Systems (ECIS 2020), 2020.'
conference:
  location: Marrakesh, Morocco
  name: Twenty-Eigth European Conference on Information Systems (ECIS2020)
date_created: 2020-05-24T15:23:32Z
date_updated: 2022-01-06T06:53:03Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2020-05-24T17:17:32Z
  date_updated: 2021-08-13T14:04:55Z
  file_id: '17056'
  file_name: 2020-03-27-ECIS2020 Designing a novel strategy for exploring literature
    corpora.pdf
  file_size: 590754
  relation: main_file
file_date_updated: 2021-08-13T14:04:55Z
has_accepted_license: '1'
keyword:
- Reading and skimming
- Exploring literature
- Review methodology
- Design science research
- Schemata theory
language:
- iso: eng
oa: '1'
publication: 28th European Conference on Information Systems (ECIS 2020)
status: public
title: Designing a Novel Strategy for Exploring Literature Corpora
type: conference
user_id: '61579'
year: '2020'
...
---
_id: '17089'
author:
- first_name: Dmitrij
  full_name: Dreiling, Dmitrij
  id: '32616'
  last_name: Dreiling
- first_name: Dominik Thor
  full_name: Itner, Dominik Thor
  last_name: Itner
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Hauke
  full_name: Gravenkamp, Hauke
  last_name: Gravenkamp
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Dreiling D, Itner DT, Feldmann N, Gravenkamp H, Henning B. Increasing the
    sensitivity in the determination of material parameters by using arbitrary loads
    in ultrasonic transmission measurements. In: AMA Service GmbH; 2020. doi:<a href="https://doi.org/10.5162/SMSI2020/D1.3">10.5162/SMSI2020/D1.3</a>'
  apa: 'Dreiling, D., Itner, D. T., Feldmann, N., Gravenkamp, H., &#38; Henning, B.
    (2020). Increasing the sensitivity in the determination of material parameters
    by using arbitrary loads in ultrasonic transmission measurements. Presented at
    the Sensor and Measurement Science International, Nürnberg: AMA Service GmbH.
    <a href="https://doi.org/10.5162/SMSI2020/D1.3">https://doi.org/10.5162/SMSI2020/D1.3</a>'
  bibtex: '@inproceedings{Dreiling_Itner_Feldmann_Gravenkamp_Henning_2020, title={Increasing
    the sensitivity in the determination of material parameters by using arbitrary
    loads in ultrasonic transmission measurements}, DOI={<a href="https://doi.org/10.5162/SMSI2020/D1.3">10.5162/SMSI2020/D1.3</a>},
    publisher={AMA Service GmbH}, author={Dreiling, Dmitrij and Itner, Dominik Thor
    and Feldmann, Nadine and Gravenkamp, Hauke and Henning, Bernd}, year={2020} }'
  chicago: Dreiling, Dmitrij, Dominik Thor Itner, Nadine Feldmann, Hauke Gravenkamp,
    and Bernd Henning. “Increasing the Sensitivity in the Determination of Material
    Parameters by Using Arbitrary Loads in Ultrasonic Transmission Measurements.”
    AMA Service GmbH, 2020. <a href="https://doi.org/10.5162/SMSI2020/D1.3">https://doi.org/10.5162/SMSI2020/D1.3</a>.
  ieee: D. Dreiling, D. T. Itner, N. Feldmann, H. Gravenkamp, and B. Henning, “Increasing
    the sensitivity in the determination of material parameters by using arbitrary
    loads in ultrasonic transmission measurements,” presented at the Sensor and Measurement
    Science International, Nürnberg, 2020.
  mla: Dreiling, Dmitrij, et al. <i>Increasing the Sensitivity in the Determination
    of Material Parameters by Using Arbitrary Loads in Ultrasonic Transmission Measurements</i>.
    AMA Service GmbH, 2020, doi:<a href="https://doi.org/10.5162/SMSI2020/D1.3">10.5162/SMSI2020/D1.3</a>.
  short: 'D. Dreiling, D.T. Itner, N. Feldmann, H. Gravenkamp, B. Henning, in: AMA
    Service GmbH, 2020.'
conference:
  location: Nürnberg
  name: Sensor and Measurement Science International
date_created: 2020-06-12T13:47:00Z
date_updated: 2022-01-06T06:53:04Z
department:
- _id: '49'
doi: 10.5162/SMSI2020/D1.3
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ama-science.org/proceedings/getFile/Zmp0ZN==
oa: '1'
project:
- _id: '89'
  grant_number: '409779252'
  name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
publication_status: published
publisher: AMA Service GmbH
status: public
title: Increasing the sensitivity in the determination of material parameters by using
  arbitrary loads in ultrasonic transmission measurements
type: conference
user_id: '32616'
year: '2020'
...
---
_id: '15414'
author:
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: Schryen G. Integrating Management Science into the HPC Research Ecosystem.
    <i>Communications of the ACM</i>. 2020;63(9):35-37.
  apa: Schryen, G. (2020). Integrating Management Science into the HPC Research Ecosystem.
    <i>Communications of the ACM</i>, <i>63</i>(9), 35–37.
  bibtex: '@article{Schryen_2020, title={Integrating Management Science into the HPC
    Research Ecosystem}, volume={63}, number={9}, journal={Communications of the ACM},
    author={Schryen, Guido}, year={2020}, pages={35–37} }'
  chicago: 'Schryen, Guido. “Integrating Management Science into the HPC Research
    Ecosystem.” <i>Communications of the ACM</i> 63, no. 9 (2020): 35–37.'
  ieee: G. Schryen, “Integrating Management Science into the HPC Research Ecosystem,”
    <i>Communications of the ACM</i>, vol. 63, no. 9, pp. 35–37, 2020.
  mla: Schryen, Guido. “Integrating Management Science into the HPC Research Ecosystem.”
    <i>Communications of the ACM</i>, vol. 63, no. 9, 2020, pp. 35–37.
  short: G. Schryen, Communications of the ACM 63 (2020) 35–37.
date_created: 2019-12-28T14:27:44Z
date_updated: 2022-01-06T06:52:25Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2019-12-28T14:30:03Z
  date_updated: 2020-03-05T10:36:48Z
  file_id: '15415'
  file_name: Bringing HPC to management science - Web version.pdf
  file_size: 186658
  relation: main_file
file_date_updated: 2020-03-05T10:36:48Z
has_accepted_license: '1'
intvolume: '        63'
issue: '9'
language:
- iso: eng
oa: '1'
page: 35 - 37
publication: Communications of the ACM
status: public
title: Integrating Management Science into the HPC Research Ecosystem
type: journal_article
user_id: '61579'
volume: 63
year: '2020'
...
---
_id: '15490'
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Elmar
  full_name: Baumhögger, Elmar
  id: '15164'
  last_name: Baumhögger
- first_name: Torben
  full_name: Rüther, Torben
  id: '76950'
  last_name: Rüther
- first_name: Jan
  full_name: Gierse, Jan
  id: '28610'
  last_name: Gierse
- first_name: Thomas
  full_name: Tröster, Thomas
  id: '553'
  last_name: Tröster
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Claes L, Baumhögger E, Rüther T, Gierse J, Tröster T, Henning B. Reduction
    of systematic measurement deviation in acoustic absorption measurement systems.
    In: <i>Fortschritte Der Akustik - DAGA 2020</i>. ; 2020:1077-1080.'
  apa: Claes, L., Baumhögger, E., Rüther, T., Gierse, J., Tröster, T., &#38; Henning,
    B. (2020). Reduction of systematic measurement deviation in acoustic absorption
    measurement systems. <i>Fortschritte Der Akustik - DAGA 2020</i>, 1077–1080.
  bibtex: '@inproceedings{Claes_Baumhögger_Rüther_Gierse_Tröster_Henning_2020, title={Reduction
    of systematic measurement deviation in acoustic absorption measurement systems},
    booktitle={Fortschritte der Akustik - DAGA 2020}, author={Claes, Leander and Baumhögger,
    Elmar and Rüther, Torben and Gierse, Jan and Tröster, Thomas and Henning, Bernd},
    year={2020}, pages={1077–1080} }'
  chicago: Claes, Leander, Elmar Baumhögger, Torben Rüther, Jan Gierse, Thomas Tröster,
    and Bernd Henning. “Reduction of Systematic Measurement Deviation in Acoustic
    Absorption Measurement Systems.” In <i>Fortschritte Der Akustik - DAGA 2020</i>,
    1077–80, 2020.
  ieee: L. Claes, E. Baumhögger, T. Rüther, J. Gierse, T. Tröster, and B. Henning,
    “Reduction of systematic measurement deviation in acoustic absorption measurement
    systems,” in <i>Fortschritte der Akustik - DAGA 2020</i>, 2020, pp. 1077–1080.
  mla: Claes, Leander, et al. “Reduction of Systematic Measurement Deviation in Acoustic
    Absorption Measurement Systems.” <i>Fortschritte Der Akustik - DAGA 2020</i>,
    2020, pp. 1077–80.
  short: 'L. Claes, E. Baumhögger, T. Rüther, J. Gierse, T. Tröster, B. Henning, in:
    Fortschritte Der Akustik - DAGA 2020, 2020, pp. 1077–1080.'
date_created: 2020-01-10T16:09:17Z
date_updated: 2022-01-06T06:52:27Z
ddc:
- '620'
department:
- _id: '49'
- _id: '155'
- _id: '149'
- _id: '219'
file:
- access_level: open_access
  content_type: application/pdf
  creator: leanderc
  date_created: 2020-05-07T14:39:55Z
  date_updated: 2020-05-08T14:57:48Z
  file_id: '16942'
  file_name: daga.pdf
  file_size: 6699449
  relation: main_file
file_date_updated: 2020-05-08T14:57:48Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 1077-1080
publication: Fortschritte der Akustik - DAGA 2020
status: public
title: Reduction of systematic measurement deviation in acoustic absorption measurement
  systems
type: conference
user_id: '11829'
year: '2020'
...
---
_id: '15513'
abstract:
- lang: eng
  text: This interview is part of the special issue (01/2020) on “High Performance
    Business Computing” to be published in the journal Business & Information Systems
    Engineering. The interviewee Utz-Uwe Haus is Senior Research Engineer @ CRAY European
    Research Lab (CERL)). A bio of him is included at the end of the interview.
author:
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
- first_name: Natalia
  full_name: Kliewer, Natalia
  last_name: Kliewer
- first_name: Andreas
  full_name: Fink, Andreas
  last_name: Fink
citation:
  ama: 'Schryen G, Kliewer N, Fink A. Interview with Utz-Uwe Haus on “High Performance
    Computing in Economic Environments: Opportunities and Challenges". <i>Business
    &#38; Information Systems Engineering</i>. 2020;62(01/2020):21-23.'
  apa: 'Schryen, G., Kliewer, N., &#38; Fink, A. (2020). Interview with Utz-Uwe Haus
    on “High Performance Computing in Economic Environments: Opportunities and Challenges".
    <i>Business &#38; Information Systems Engineering</i>, <i>62</i>(01/2020), 21–23.'
  bibtex: '@article{Schryen_Kliewer_Fink_2020, title={Interview with Utz-Uwe Haus
    on “High Performance Computing in Economic Environments: Opportunities and Challenges"},
    volume={62}, number={01/2020}, journal={Business &#38; Information Systems Engineering},
    author={Schryen, Guido and Kliewer, Natalia and Fink, Andreas}, year={2020}, pages={21–23}
    }'
  chicago: 'Schryen, Guido, Natalia Kliewer, and Andreas Fink. “Interview with Utz-Uwe
    Haus on “High Performance Computing in Economic Environments: Opportunities and
    Challenges".” <i>Business &#38; Information Systems Engineering</i> 62, no. 01/2020
    (2020): 21–23.'
  ieee: 'G. Schryen, N. Kliewer, and A. Fink, “Interview with Utz-Uwe Haus on “High
    Performance Computing in Economic Environments: Opportunities and Challenges",”
    <i>Business &#38; Information Systems Engineering</i>, vol. 62, no. 01/2020, pp.
    21–23, 2020.'
  mla: 'Schryen, Guido, et al. “Interview with Utz-Uwe Haus on “High Performance Computing
    in Economic Environments: Opportunities and Challenges".” <i>Business &#38; Information
    Systems Engineering</i>, vol. 62, no. 01/2020, 2020, pp. 21–23.'
  short: G. Schryen, N. Kliewer, A. Fink, Business &#38; Information Systems Engineering
    62 (2020) 21–23.
date_created: 2020-01-13T13:23:51Z
date_updated: 2022-01-06T06:52:28Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: closed
  content_type: application/pdf
  creator: hsiemes
  date_created: 2020-01-13T13:22:27Z
  date_updated: 2021-08-12T11:41:55Z
  file_id: '15516'
  file_name: Interview Utz-Uwe Haus (Cray) - BISE SI HPBC - Prepublication version.pdf
  file_size: 82469
  relation: main_file
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2021-08-12T11:41:21Z
  date_updated: 2021-08-12T11:41:21Z
  file_id: '23386'
  file_name: Schryen2020_Article_InterviewWithUtz-UweHausOnHigh.pdf
  file_size: 226595
  relation: main_file
file_date_updated: 2021-08-12T11:41:55Z
has_accepted_license: '1'
intvolume: '        62'
issue: 01/2020
language:
- iso: eng
oa: '1'
page: 21 - 23
publication: Business & Information Systems Engineering
status: public
title: 'Interview with Utz-Uwe Haus on “High Performance Computing in Economic Environments:
  Opportunities and Challenges"'
type: journal_article
user_id: '61579'
volume: 62
year: '2020'
...
---
_id: '15022'
author:
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: 'Schryen G. Parallel computational optimization in operations research: A new
    integrative framework, literature review and research directions. <i>European
    Journal of Operational Research</i>. 2020;287(1):1-18.'
  apa: 'Schryen, G. (2020). Parallel computational optimization in operations research:
    A new integrative framework, literature review and research directions. <i>European
    Journal of Operational Research</i>, <i>287</i>(1), 1–18.'
  bibtex: '@article{Schryen_2020, title={Parallel computational optimization in operations
    research: A new integrative framework, literature review and research directions},
    volume={287}, number={1}, journal={European Journal of Operational Research},
    publisher={Elsevier}, author={Schryen, Guido}, year={2020}, pages={1–18} }'
  chicago: 'Schryen, Guido. “Parallel Computational Optimization in Operations Research:
    A New Integrative Framework, Literature Review and Research Directions.” <i>European
    Journal of Operational Research</i> 287, no. 1 (2020): 1–18.'
  ieee: 'G. Schryen, “Parallel computational optimization in operations research:
    A new integrative framework, literature review and research directions,” <i>European
    Journal of Operational Research</i>, vol. 287, no. 1, pp. 1–18, 2020.'
  mla: 'Schryen, Guido. “Parallel Computational Optimization in Operations Research:
    A New Integrative Framework, Literature Review and Research Directions.” <i>European
    Journal of Operational Research</i>, vol. 287, no. 1, Elsevier, 2020, pp. 1–18.'
  short: G. Schryen, European Journal of Operational Research 287 (2020) 1–18.
date_created: 2019-11-18T11:11:00Z
date_updated: 2022-01-06T06:52:15Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2019-11-18T11:11:56Z
  date_updated: 2020-03-05T10:37:02Z
  file_id: '15023'
  file_name: LR - OR and parallelization.pdf
  file_size: 832170
  relation: main_file
file_date_updated: 2020-03-05T10:37:02Z
has_accepted_license: '1'
intvolume: '       287'
issue: '1'
language:
- iso: eng
oa: '1'
page: 1 - 18
publication: European Journal of Operational Research
publisher: Elsevier
status: public
title: 'Parallel computational optimization in operations research: A new integrative
  framework, literature review and research directions'
type: journal_article
user_id: '61579'
volume: 287
year: '2020'
...
---
_id: '16197'
abstract:
- lang: eng
  text: Nonlinear Pancharatnam–Berry phase metasurfaces facilitate the nontrivial
    phase modulation for frequency conversion processes by leveraging photon‐spin
    dependent nonlinear geometric‐phases. However, plasmonic metasurfaces show some
    severe limitation for nonlinear frequency conversion due to the intrinsic high
    ohmic loss and low damage threshold of plasmonic nanostructures. Here, the nonlinear
    geometric‐phases associated with the third‐harmonic generation process occurring
    in all‐dielectric metasurfaces is studied systematically, which are composed of
    silicon nanofins with different in‐plane rotational symmetries. It is found that
    the wave coupling among different field components of the resonant fundamental
    field gives rise to the appearance of different nonlinear geometric‐phases of
    the generated third‐harmonic signals. The experimental observations of the nonlinear
    beam steering and nonlinear holography realized in this work by all‐dielectric
    geometric‐phase metasurfaces are well explained with the developed theory. This
    work offers a new physical picture to understand the nonlinear optical process
    occurring at nanoscale dielectric resonators and will help in the design of nonlinear
    metasurfaces with tailored phase properties.
article_number: '1902050'
article_type: original
author:
- first_name: Bingyi
  full_name: Liu, Bingyi
  last_name: Liu
- first_name: Basudeb
  full_name: Sain, Basudeb
  last_name: Sain
- first_name: Bernhard
  full_name: Reineke, Bernhard
  last_name: Reineke
- first_name: Ruizhe
  full_name: Zhao, Ruizhe
  last_name: Zhao
- first_name: Cedrik
  full_name: Meier, Cedrik
  id: '20798'
  last_name: Meier
  orcid: https://orcid.org/0000-0002-3787-3572
- first_name: Lingling
  full_name: Huang, Lingling
  last_name: Huang
- first_name: Yongyuan
  full_name: Jiang, Yongyuan
  last_name: Jiang
- first_name: Thomas
  full_name: Zentgraf, Thomas
  id: '30525'
  last_name: Zentgraf
  orcid: 0000-0002-8662-1101
citation:
  ama: 'Liu B, Sain B, Reineke B, et al. Nonlinear Wavefront Control by Geometric-Phase
    Dielectric Metasurfaces: Influence of Mode Field and Rotational Symmetry. <i>Advanced
    Optical Materials</i>. 2020;8(9). doi:<a href="https://doi.org/10.1002/adom.201902050">10.1002/adom.201902050</a>'
  apa: 'Liu, B., Sain, B., Reineke, B., Zhao, R., Meier, C., Huang, L., … Zentgraf,
    T. (2020). Nonlinear Wavefront Control by Geometric-Phase Dielectric Metasurfaces:
    Influence of Mode Field and Rotational Symmetry. <i>Advanced Optical Materials</i>,
    <i>8</i>(9). <a href="https://doi.org/10.1002/adom.201902050">https://doi.org/10.1002/adom.201902050</a>'
  bibtex: '@article{Liu_Sain_Reineke_Zhao_Meier_Huang_Jiang_Zentgraf_2020, title={Nonlinear
    Wavefront Control by Geometric-Phase Dielectric Metasurfaces: Influence of Mode
    Field and Rotational Symmetry}, volume={8}, DOI={<a href="https://doi.org/10.1002/adom.201902050">10.1002/adom.201902050</a>},
    number={91902050}, journal={Advanced Optical Materials}, publisher={Wiley}, author={Liu,
    Bingyi and Sain, Basudeb and Reineke, Bernhard and Zhao, Ruizhe and Meier, Cedrik
    and Huang, Lingling and Jiang, Yongyuan and Zentgraf, Thomas}, year={2020} }'
  chicago: 'Liu, Bingyi, Basudeb Sain, Bernhard Reineke, Ruizhe Zhao, Cedrik Meier,
    Lingling Huang, Yongyuan Jiang, and Thomas Zentgraf. “Nonlinear Wavefront Control
    by Geometric-Phase Dielectric Metasurfaces: Influence of Mode Field and Rotational
    Symmetry.” <i>Advanced Optical Materials</i> 8, no. 9 (2020). <a href="https://doi.org/10.1002/adom.201902050">https://doi.org/10.1002/adom.201902050</a>.'
  ieee: 'B. Liu <i>et al.</i>, “Nonlinear Wavefront Control by Geometric-Phase Dielectric
    Metasurfaces: Influence of Mode Field and Rotational Symmetry,” <i>Advanced Optical
    Materials</i>, vol. 8, no. 9, 2020.'
  mla: 'Liu, Bingyi, et al. “Nonlinear Wavefront Control by Geometric-Phase Dielectric
    Metasurfaces: Influence of Mode Field and Rotational Symmetry.” <i>Advanced Optical
    Materials</i>, vol. 8, no. 9, 1902050, Wiley, 2020, doi:<a href="https://doi.org/10.1002/adom.201902050">10.1002/adom.201902050</a>.'
  short: B. Liu, B. Sain, B. Reineke, R. Zhao, C. Meier, L. Huang, Y. Jiang, T. Zentgraf,
    Advanced Optical Materials 8 (2020).
date_created: 2020-02-28T17:29:17Z
date_updated: 2022-01-06T06:52:45Z
ddc:
- '530'
department:
- _id: '15'
- _id: '230'
- _id: '289'
doi: 10.1002/adom.201902050
file:
- access_level: closed
  content_type: application/pdf
  creator: zentgraf
  date_created: 2020-02-28T17:37:38Z
  date_updated: 2020-02-28T17:37:38Z
  file_id: '16202'
  file_name: adom.201902050.pdf
  file_size: 2914923
  relation: main_file
  success: 1
file_date_updated: 2020-02-28T17:37:38Z
has_accepted_license: '1'
intvolume: '         8'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://onlinelibrary.wiley.com/doi/full/10.1002/adom.201902050
oa: '1'
project:
- _id: '53'
  name: TRR 142
- _id: '56'
  name: TRR 142 - Project Area C
- _id: '75'
  name: TRR 142 - Subproject C5
publication: Advanced Optical Materials
publication_identifier:
  issn:
  - 2195-1071
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: 'Nonlinear Wavefront Control by Geometric-Phase Dielectric Metasurfaces: Influence
  of Mode Field and Rotational Symmetry'
type: journal_article
user_id: '30525'
volume: 8
year: '2020'
...
---
_id: '16219'
abstract:
- lang: eng
  text: "Network function virtualization (NFV) proposes\r\nto replace physical middleboxes
    with more flexible virtual\r\nnetwork functions (VNFs). To dynamically adjust
    to everchanging\r\ntraffic demands, VNFs have to be instantiated and\r\ntheir
    allocated resources have to be adjusted on demand.\r\nDeciding the amount of allocated
    resources is non-trivial.\r\nExisting optimization approaches often assume fixed
    resource\r\nrequirements for each VNF instance. However, this can easily\r\nlead
    to either waste of resources or bad service quality if too\r\nmany or too few
    resources are allocated.\r\n\r\nTo solve this problem, we train machine learning
    models\r\non real VNF data, containing measurements of performance\r\nand resource
    requirements. For each VNF, the trained models\r\ncan then accurately predict
    the required resources to handle\r\na certain traffic load. We integrate these
    machine learning\r\nmodels into an algorithm for joint VNF scaling and placement\r\nand
    evaluate their impact on resulting VNF placements. Our\r\nevaluation based on
    real-world data shows that using suitable\r\nmachine learning models effectively
    avoids over- and underallocation\r\nof resources, leading to up to 12 times lower
    resource\r\nconsumption and better service quality with up to 4.5 times\r\nlower
    total delay than using standard fixed resource allocation."
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Narayanan Puthenpurayil
  full_name: Satheeschandran, Narayanan Puthenpurayil
  last_name: Satheeschandran
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Schneider SB, Satheeschandran NP, Peuster M, Karl H. Machine Learning for
    Dynamic Resource Allocation in Network Function Virtualization. In: <i>IEEE Conference
    on Network Softwarization (NetSoft)</i>. IEEE; 2020.'
  apa: 'Schneider, S. B., Satheeschandran, N. P., Peuster, M., &#38; Karl, H. (2020).
    Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.
    In <i>IEEE Conference on Network Softwarization (NetSoft)</i>. Ghent, Belgium:
    IEEE.'
  bibtex: '@inproceedings{Schneider_Satheeschandran_Peuster_Karl_2020, title={Machine
    Learning for Dynamic Resource Allocation in Network Function Virtualization},
    booktitle={IEEE Conference on Network Softwarization (NetSoft)}, publisher={IEEE},
    author={Schneider, Stefan Balthasar and Satheeschandran, Narayanan Puthenpurayil
    and Peuster, Manuel and Karl, Holger}, year={2020} }'
  chicago: Schneider, Stefan Balthasar, Narayanan Puthenpurayil Satheeschandran, Manuel
    Peuster, and Holger Karl. “Machine Learning for Dynamic Resource Allocation in
    Network Function Virtualization.” In <i>IEEE Conference on Network Softwarization
    (NetSoft)</i>. IEEE, 2020.
  ieee: S. B. Schneider, N. P. Satheeschandran, M. Peuster, and H. Karl, “Machine
    Learning for Dynamic Resource Allocation in Network Function Virtualization,”
    in <i>IEEE Conference on Network Softwarization (NetSoft)</i>, Ghent, Belgium,
    2020.
  mla: Schneider, Stefan Balthasar, et al. “Machine Learning for Dynamic Resource
    Allocation in Network Function Virtualization.” <i>IEEE Conference on Network
    Softwarization (NetSoft)</i>, IEEE, 2020.
  short: 'S.B. Schneider, N.P. Satheeschandran, M. Peuster, H. Karl, in: IEEE Conference
    on Network Softwarization (NetSoft), IEEE, 2020.'
conference:
  location: Ghent, Belgium
  name: IEEE Conference on Network Softwarization (NetSoft)
date_created: 2020-03-03T11:42:22Z
date_updated: 2022-01-06T06:52:46Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2020-03-03T11:42:16Z
  date_updated: 2020-03-03T11:42:16Z
  file_id: '16220'
  file_name: ris_preprint.pdf
  file_size: 476590
  relation: main_file
file_date_updated: 2020-03-03T11:42:16Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: IEEE Conference on Network Softwarization (NetSoft)
publisher: IEEE
status: public
title: Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
type: conference
user_id: '35343'
year: '2020'
...
---
_id: '16249'
abstract:
- lang: eng
  text: Timing plays a crucial role in the context of information security investments.
    We regard timing in two dimensions, namely the time of announcement in relation
    to the time of investment and the time of announcement in relation to the time
    of a fundamental security incident. The financial value of information security
    investments is assessed by examining the relationship between the investment announcements
    and their stock market reaction focusing on the two time dimensions. Using an
    event study methodology, we found that both dimensions influence the stock market
    return of the investing organization. Our results indicate that (1) after fundamental
    security incidents in a given industry, the stock price will react more positively
    to a firm’s announcement of actual information security investments than to announcements
    of the intention to invest; (2) the stock price will react more positively to
    a firm’s announcements of the intention to invest after the fundamental security
    incident compared to before; and (3) the stock price will react more positively
    to a firm’s announcements of actual information security investments after the
    fundamental security incident compared to before. Overall, the lowest abnormal
    return can be expected when the intention to invest is announced before a fundamental
    information security incident and the highest return when actual investing after
    a fundamental information security incident in the respective industry.
author:
- first_name: Eva
  full_name: Szubartowicz, Eva
  last_name: Szubartowicz
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: 'Szubartowicz E, Schryen G. Timing in Information Security: An Event Study
    on the Impact of Information Security Investment Announcements. <i>Journal of
    Information System Security</i>. 2020;16(1):3-31.'
  apa: 'Szubartowicz, E., &#38; Schryen, G. (2020). Timing in Information Security:
    An Event Study on the Impact of Information Security Investment Announcements.
    <i>Journal of Information System Security</i>, <i>16</i>(1), 3–31.'
  bibtex: '@article{Szubartowicz_Schryen_2020, title={Timing in Information Security:
    An Event Study on the Impact of Information Security Investment Announcements},
    volume={16}, number={1}, journal={Journal of Information System Security}, publisher={Information
    Institute Publishing, Washington DC, USA}, author={Szubartowicz, Eva and Schryen,
    Guido}, year={2020}, pages={3–31} }'
  chicago: 'Szubartowicz, Eva, and Guido Schryen. “Timing in Information Security:
    An Event Study on the Impact of Information Security Investment Announcements.”
    <i>Journal of Information System Security</i> 16, no. 1 (2020): 3–31.'
  ieee: 'E. Szubartowicz and G. Schryen, “Timing in Information Security: An Event
    Study on the Impact of Information Security Investment Announcements,” <i>Journal
    of Information System Security</i>, vol. 16, no. 1, pp. 3–31, 2020.'
  mla: 'Szubartowicz, Eva, and Guido Schryen. “Timing in Information Security: An
    Event Study on the Impact of Information Security Investment Announcements.” <i>Journal
    of Information System Security</i>, vol. 16, no. 1, Information Institute Publishing,
    Washington DC, USA, 2020, pp. 3–31.'
  short: E. Szubartowicz, G. Schryen, Journal of Information System Security 16 (2020)
    3–31.
date_created: 2020-03-05T10:29:00Z
date_updated: 2022-01-06T06:52:47Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hsiemes
  date_created: 2020-03-05T10:26:11Z
  date_updated: 2020-03-05T10:35:49Z
  file_id: '16250'
  file_name: Timing in Information Security - JISSEC format PREPUBLICATION.pdf
  file_size: 478056
  relation: main_file
file_date_updated: 2020-03-05T10:35:49Z
has_accepted_license: '1'
intvolume: '        16'
issue: '1'
keyword:
- Event Study
- Information Security
- Investment Announcements
- Stock Price Reaction
- Value of Information Security Investments
language:
- iso: eng
oa: '1'
page: 3 - 31
publication: Journal of Information System Security
publisher: Information Institute Publishing, Washington DC, USA
status: public
title: 'Timing in Information Security: An Event Study on the Impact of Information
  Security Investment Announcements'
type: journal_article
user_id: '61579'
volume: 16
year: '2020'
...
---
_id: '16285'
abstract:
- lang: eng
  text: To  decide  in  which  part  of  town to  open  stores,  high  street  retailers
    consult  statistical  data  on  customers  and  cities,  but  they  cannot  analyze  their
    customers’  shopping  behavior  and  geospatial  features  of  a  city  due  to  missing
    data.  While  previous  research  has  proposed  recommendation  systems  and
    decision  aids  that  address  this  type  of  decision  problem –  including  factory
    location  and  assortment  planning –  there  currently  is no design  knowledge
    available  to  prescribe  the  design  of  city  center  area  recommendation  systems
    (CCARS).   We   set   out   to   design   a   software   prototype   considering   local
    customers’  shopping  interests  and  geospatial  data  on  their  shopping  trips  for
    retail site selection.  With real data on 500 customers and 1,100 shopping trips,
    we demonstrate and evaluate our IT artifact. Our results illustrate how retailers
    and public town center managers can use CCARS for spatial location selection,
    growing retailers’ profits and a city center’s attractiveness for its citizens.
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Carsten Ingo
  full_name: Berendes, Carsten Ingo
  id: '53344'
  last_name: Berendes
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'zur Heiden P, Berendes CI, Beverungen D. Designing City Center Area Recommendation
    Systems . In: <i>Proceedings of the 15th International Conference on Wirtschaftsinformatik</i>.
    Potsdam; 2020. doi:<a href="https://doi.org/doi.org/10.30844/wi_2020_e1-heiden">doi.org/10.30844/wi_2020_e1-heiden</a>'
  apa: zur Heiden, P., Berendes, C. I., &#38; Beverungen, D. (2020). Designing City
    Center Area Recommendation Systems . In <i>Proceedings of the 15th International
    Conference on Wirtschaftsinformatik</i>. Potsdam. <a href="https://doi.org/doi.org/10.30844/wi_2020_e1-heiden">https://doi.org/doi.org/10.30844/wi_2020_e1-heiden</a>
  bibtex: '@inproceedings{zur Heiden_Berendes_Beverungen_2020, place={Potsdam}, title={Designing
    City Center Area Recommendation Systems }, DOI={<a href="https://doi.org/doi.org/10.30844/wi_2020_e1-heiden">doi.org/10.30844/wi_2020_e1-heiden</a>},
    booktitle={Proceedings of the 15th International Conference on Wirtschaftsinformatik},
    author={zur Heiden, Philipp and Berendes, Carsten Ingo and Beverungen, Daniel},
    year={2020} }'
  chicago: Heiden, Philipp zur, Carsten Ingo Berendes, and Daniel Beverungen. “Designing
    City Center Area Recommendation Systems .” In <i>Proceedings of the 15th International
    Conference on Wirtschaftsinformatik</i>. Potsdam, 2020. <a href="https://doi.org/doi.org/10.30844/wi_2020_e1-heiden">https://doi.org/doi.org/10.30844/wi_2020_e1-heiden</a>.
  ieee: P. zur Heiden, C. I. Berendes, and D. Beverungen, “Designing City Center Area
    Recommendation Systems ,” in <i>Proceedings of the 15th International Conference
    on Wirtschaftsinformatik</i>, Potsdam, 2020.
  mla: zur Heiden, Philipp, et al. “Designing City Center Area Recommendation Systems
    .” <i>Proceedings of the 15th International Conference on Wirtschaftsinformatik</i>,
    2020, doi:<a href="https://doi.org/doi.org/10.30844/wi_2020_e1-heiden">doi.org/10.30844/wi_2020_e1-heiden</a>.
  short: 'P. zur Heiden, C.I. Berendes, D. Beverungen, in: Proceedings of the 15th
    International Conference on Wirtschaftsinformatik, Potsdam, 2020.'
conference:
  end_date: 2020-03-11
  location: Potsdam
  name: 15th International Conference on Wirtschaftsinformatik
  start_date: 2020-03-07
date_created: 2020-03-13T07:05:24Z
date_updated: 2022-01-06T06:52:48Z
ddc:
- '000'
department:
- _id: '526'
doi: doi.org/10.30844/wi_2020_e1-heiden
file:
- access_level: closed
  content_type: application/pdf
  creator: pzh
  date_created: 2020-03-13T06:58:54Z
  date_updated: 2020-03-13T06:58:54Z
  file_id: '16286'
  file_name: E1_City_recommendations_Master_final.pdf
  file_size: 1370273
  relation: main_file
  success: 1
file_date_updated: 2020-03-13T06:58:54Z
has_accepted_license: '1'
keyword:
- Town Center Management
- High Street Retail
- Recommender Systems
- Geospatial Recommendations
- Design Science Research
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://library.gito.de/open-access-pdf/E1_City_recommendations_Master_final.pdf
oa: '1'
place: Potsdam
project:
- _id: '35'
  grant_number: ​02K15A073
  name: ​Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen
publication: Proceedings of the 15th International Conference on Wirtschaftsinformatik
publication_status: published
quality_controlled: '1'
status: public
title: 'Designing City Center Area Recommendation Systems '
type: conference
user_id: '64394'
year: '2020'
...
---
_id: '16290'
abstract:
- lang: eng
  text: The control of complex systems is of critical importance in many branches
    of science, engineering, and industry, many of which are governed by nonlinear
    partial differential equations. Controlling an unsteady fluid flow is particularly
    important, as flow control is a key enabler for technologies in energy (e.g.,
    wind, tidal, and combustion), transportation (e.g., planes, trains, and automobiles),
    security (e.g., tracking airborne contamination), and health (e.g., artificial
    hearts and artificial respiration). However, the high-dimensional, nonlinear,
    and multi-scale dynamics make real-time feedback control infeasible. Fortunately,
    these high- dimensional systems exhibit dominant, low-dimensional patterns of
    activity that can be exploited for effective control in the sense that knowledge
    of the entire state of a system is not required. Advances in machine learning
    have the potential to revolutionize flow control given its ability to extract
    principled, low-rank feature spaces characterizing such complex systems.We present
    a novel deep learning modelpredictive control framework that exploits low-rank
    features of the flow in order to achieve considerable improvements to control
    performance. Instead of predicting the entire fluid state, we use a recurrent
    neural network (RNN) to accurately predict the control relevant quantities of
    the system, which are then embedded into an MPC framework to construct a feedback
    loop. In order to lower the data requirements and to improve the prediction accuracy
    and thus the control performance, incoming sensor data are used to update the
    RNN online. The results are validated using varying fluid flow examples of increasing
    complexity.
article_type: original
author:
- first_name: Katharina
  full_name: Bieker, Katharina
  id: '32829'
  last_name: Bieker
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: https://orcid.org/0000-0002-3389-793X
- first_name: Steven L.
  full_name: Brunton, Steven L.
  last_name: Brunton
- first_name: J. Nathan
  full_name: Kutz, J. Nathan
  last_name: Kutz
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
citation:
  ama: Bieker K, Peitz S, Brunton SL, Kutz JN, Dellnitz M. Deep model predictive flow
    control with limited sensor data and online learning. <i>Theoretical and Computational
    Fluid Dynamics</i>. 2020;34:577–591. doi:<a href="https://doi.org/10.1007/s00162-020-00520-4">10.1007/s00162-020-00520-4</a>
  apa: Bieker, K., Peitz, S., Brunton, S. L., Kutz, J. N., &#38; Dellnitz, M. (2020).
    Deep model predictive flow control with limited sensor data and online learning.
    <i>Theoretical and Computational Fluid Dynamics</i>, <i>34</i>, 577–591. <a href="https://doi.org/10.1007/s00162-020-00520-4">https://doi.org/10.1007/s00162-020-00520-4</a>
  bibtex: '@article{Bieker_Peitz_Brunton_Kutz_Dellnitz_2020, title={Deep model predictive
    flow control with limited sensor data and online learning}, volume={34}, DOI={<a
    href="https://doi.org/10.1007/s00162-020-00520-4">10.1007/s00162-020-00520-4</a>},
    journal={Theoretical and Computational Fluid Dynamics}, author={Bieker, Katharina
    and Peitz, Sebastian and Brunton, Steven L. and Kutz, J. Nathan and Dellnitz,
    Michael}, year={2020}, pages={577–591} }'
  chicago: 'Bieker, Katharina, Sebastian Peitz, Steven L. Brunton, J. Nathan Kutz,
    and Michael Dellnitz. “Deep Model Predictive Flow Control with Limited Sensor
    Data and Online Learning.” <i>Theoretical and Computational Fluid Dynamics</i>
    34 (2020): 577–591. <a href="https://doi.org/10.1007/s00162-020-00520-4">https://doi.org/10.1007/s00162-020-00520-4</a>.'
  ieee: K. Bieker, S. Peitz, S. L. Brunton, J. N. Kutz, and M. Dellnitz, “Deep model
    predictive flow control with limited sensor data and online learning,” <i>Theoretical
    and Computational Fluid Dynamics</i>, vol. 34, pp. 577–591, 2020.
  mla: Bieker, Katharina, et al. “Deep Model Predictive Flow Control with Limited
    Sensor Data and Online Learning.” <i>Theoretical and Computational Fluid Dynamics</i>,
    vol. 34, 2020, pp. 577–591, doi:<a href="https://doi.org/10.1007/s00162-020-00520-4">10.1007/s00162-020-00520-4</a>.
  short: K. Bieker, S. Peitz, S.L. Brunton, J.N. Kutz, M. Dellnitz, Theoretical and
    Computational Fluid Dynamics 34 (2020) 577–591.
date_created: 2020-03-13T12:40:09Z
date_updated: 2022-01-06T06:52:48Z
department:
- _id: '101'
doi: 10.1007/s00162-020-00520-4
intvolume: '        34'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/content/pdf/10.1007/s00162-020-00520-4.pdf
oa: '1'
page: 577–591
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Theoretical and Computational Fluid Dynamics
publication_identifier:
  issn:
  - 0935-4964
  - 1432-2250
publication_status: published
status: public
title: Deep model predictive flow control with limited sensor data and online learning
type: journal_article
user_id: '47427'
volume: 34
year: '2020'
...
---
_id: '23568'
abstract:
- lang: eng
  text: "We study the structure of power networks in consideration of local protests
    against certain\r\npower lines (’not-in-my-backyard’). An application of a network
    formation game is used to\r\ndetermine whether or not such protests arise. We
    examine the existence of stable networks and\r\ntheir characteristics, when no
    player wants to make an alteration. Stability within this game is\r\nonly reached
    if each player is sufficiently connected to a power source but is not linked to
    more\r\nplayers than necessary. In addition we introduce an algorithm that creates
    a stable network."
author:
- first_name: Lukas
  full_name: Block, Lukas
  id: '22527'
  last_name: Block
citation:
  ama: Block L. <i>Network Formation with NIMBY Constraints</i>.; 2020.
  apa: Block, L. (2020). <i>Network formation with NIMBY constraints</i>.
  bibtex: '@book{Block_2020, title={Network formation with NIMBY constraints}, author={Block,
    Lukas}, year={2020} }'
  chicago: Block, Lukas. <i>Network Formation with NIMBY Constraints</i>, 2020.
  ieee: L. Block, <i>Network formation with NIMBY constraints</i>. 2020.
  mla: Block, Lukas. <i>Network Formation with NIMBY Constraints</i>. 2020.
  short: L. Block, Network Formation with NIMBY Constraints, 2020.
date_created: 2021-08-30T10:05:18Z
date_updated: 2022-02-07T20:08:54Z
ddc:
- '330'
file:
- access_level: closed
  content_type: application/pdf
  creator: lblock
  date_created: 2021-08-30T10:01:53Z
  date_updated: 2021-08-30T10:01:53Z
  file_id: '23569'
  file_name: Network formation with NIMBY constraints.pdf
  file_size: 169285
  relation: main_file
  success: 1
file_date_updated: 2021-08-30T10:01:53Z
has_accepted_license: '1'
jel:
- D85
- H54
- L52
keyword:
- Network formation
- NIMBY
- Power networks
- Nash stability
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
status: public
title: Network formation with NIMBY constraints
type: working_paper
user_id: '22527'
year: '2020'
...
