---
_id: '6856'
author:
- first_name: Michelle
  full_name: Müller, Michelle
  last_name: Müller
- first_name: Dominik
  full_name: Gutt, Dominik
  id: '14368'
  last_name: Gutt
citation:
  ama: 'Müller M, Gutt D. Heart over Heels? An Empirical Analysis of the Relationship
    between Emotions and Review Helpfulness for Experience and Credence Goods. In:
    <i>Wirtschaftsinformatik Proceedings 2019</i>. ; 2019.'
  apa: Müller, M., &#38; Gutt, D. (2019). Heart over Heels? An Empirical Analysis
    of the Relationship between Emotions and Review Helpfulness for Experience and
    Credence Goods. In <i>Wirtschaftsinformatik Proceedings 2019</i>. Siegen, Germany.
  bibtex: '@inproceedings{Müller_Gutt_2019, title={Heart over Heels? An Empirical
    Analysis of the Relationship between Emotions and Review Helpfulness for Experience
    and Credence Goods}, booktitle={Wirtschaftsinformatik Proceedings 2019}, author={Müller,
    Michelle and Gutt, Dominik}, year={2019} }'
  chicago: Müller, Michelle, and Dominik Gutt. “Heart over Heels? An Empirical Analysis
    of the Relationship between Emotions and Review Helpfulness for Experience and
    Credence Goods.” In <i>Wirtschaftsinformatik Proceedings 2019</i>, 2019.
  ieee: M. Müller and D. Gutt, “Heart over Heels? An Empirical Analysis of the Relationship
    between Emotions and Review Helpfulness for Experience and Credence Goods,” in
    <i>Wirtschaftsinformatik Proceedings 2019</i>, Siegen, Germany, 2019.
  mla: Müller, Michelle, and Dominik Gutt. “Heart over Heels? An Empirical Analysis
    of the Relationship between Emotions and Review Helpfulness for Experience and
    Credence Goods.” <i>Wirtschaftsinformatik Proceedings 2019</i>, 2019.
  short: 'M. Müller, D. Gutt, in: Wirtschaftsinformatik Proceedings 2019, 2019.'
conference:
  location: Siegen, Germany
  name: Wirtschaftsinformatik
date_created: 2019-01-17T14:39:49Z
date_updated: 2022-01-06T07:03:22Z
department:
- _id: '276'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publication: Wirtschaftsinformatik Proceedings 2019
status: public
title: Heart over Heels? An Empirical Analysis of the Relationship between Emotions
  and Review Helpfulness for Experience and Credence Goods
type: conference
user_id: '16205'
year: '2019'
...
---
_id: '6857'
author:
- first_name: Martin
  full_name: Poniatowski, Martin
  id: '32441'
  last_name: Poniatowski
- first_name: Jürgen
  full_name: Neumann, Jürgen
  id: '32456'
  last_name: Neumann
- first_name: Thomas
  full_name: Görzen, Thomas
  id: '47700'
  last_name: Görzen
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
citation:
  ama: 'Poniatowski M, Neumann J, Görzen T, Kundisch D. A Semi-Automated Approach
    for Generating Online Review Templates, . In: <i>Wirtschaftsinformatik Proceedings
    2019</i>. ; 2019.'
  apa: Poniatowski, M., Neumann, J., Görzen, T., &#38; Kundisch, D. (2019). A Semi-Automated
    Approach for Generating Online Review Templates, . In <i>Wirtschaftsinformatik
    Proceedings 2019</i>. Siegen, Germany.
  bibtex: '@inproceedings{Poniatowski_Neumann_Görzen_Kundisch_2019, title={A Semi-Automated
    Approach for Generating Online Review Templates, }, booktitle={Wirtschaftsinformatik
    Proceedings 2019}, author={Poniatowski, Martin and Neumann, Jürgen and Görzen,
    Thomas and Kundisch, Dennis}, year={2019} }'
  chicago: Poniatowski, Martin, Jürgen Neumann, Thomas Görzen, and Dennis Kundisch.
    “A Semi-Automated Approach for Generating Online Review Templates, .” In <i>Wirtschaftsinformatik
    Proceedings 2019</i>, 2019.
  ieee: M. Poniatowski, J. Neumann, T. Görzen, and D. Kundisch, “A Semi-Automated
    Approach for Generating Online Review Templates, ,” in <i>Wirtschaftsinformatik
    Proceedings 2019</i>, Siegen, Germany, 2019.
  mla: Poniatowski, Martin, et al. “A Semi-Automated Approach for Generating Online
    Review Templates, .” <i>Wirtschaftsinformatik Proceedings 2019</i>, 2019.
  short: 'M. Poniatowski, J. Neumann, T. Görzen, D. Kundisch, in: Wirtschaftsinformatik
    Proceedings 2019, 2019.'
conference:
  location: Siegen, Germany
  name: Wirtschaftsinformatik
date_created: 2019-01-17T14:46:50Z
date_updated: 2022-01-06T07:03:22Z
department:
- _id: '276'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publication: Wirtschaftsinformatik Proceedings 2019
status: public
title: 'A Semi-Automated Approach for Generating Online Review Templates, '
type: conference
user_id: '477'
year: '2019'
...
---
_id: '6860'
author:
- first_name: Haitham
  full_name: Afifi, Haitham
  id: '65718'
  last_name: Afifi
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Afifi H, Karl H. Power Allocation with a Wireless Multi-cast Aware Routing
    for Virtual Network Embedding. In: <i>2019 16th IEEE Annual Consumer Communications
    &#38; Networking Conference (CCNC2019)</i>. Las Vegas: IEEE.'
  apa: 'Afifi, H., &#38; Karl, H. (n.d.). Power Allocation with a Wireless Multi-cast
    Aware Routing for Virtual Network Embedding. In <i>2019 16th IEEE Annual Consumer
    Communications &#38; Networking Conference (CCNC2019)</i>. Las Vegas: IEEE.'
  bibtex: '@inproceedings{Afifi_Karl, place={Las Vegas}, title={Power Allocation with
    a Wireless Multi-cast Aware Routing for Virtual Network Embedding}, booktitle={2019
    16th IEEE Annual Consumer Communications &#38; Networking Conference (CCNC2019)},
    publisher={IEEE}, author={Afifi, Haitham and Karl, Holger} }'
  chicago: 'Afifi, Haitham, and Holger Karl. “Power Allocation with a Wireless Multi-Cast
    Aware Routing for Virtual Network Embedding.” In <i>2019 16th IEEE Annual Consumer
    Communications &#38; Networking Conference (CCNC2019)</i>. Las Vegas: IEEE, n.d.'
  ieee: H. Afifi and H. Karl, “Power Allocation with a Wireless Multi-cast Aware Routing
    for Virtual Network Embedding,” in <i>2019 16th IEEE Annual Consumer Communications
    &#38; Networking Conference (CCNC2019)</i>.
  mla: Afifi, Haitham, and Holger Karl. “Power Allocation with a Wireless Multi-Cast
    Aware Routing for Virtual Network Embedding.” <i>2019 16th IEEE Annual Consumer
    Communications &#38; Networking Conference (CCNC2019)</i>, IEEE.
  short: 'H. Afifi, H. Karl, in: 2019 16th IEEE Annual Consumer Communications &#38;
    Networking Conference (CCNC2019), IEEE, Las Vegas, n.d.'
date_created: 2019-01-17T15:51:34Z
date_updated: 2022-01-06T07:03:22Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hafifi
  date_created: 2019-01-17T15:49:37Z
  date_updated: 2019-01-17T15:49:37Z
  file_id: '6861'
  file_name: globecom.pdf
  file_size: 320283
  relation: main_file
file_date_updated: 2019-01-17T15:49:37Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Las Vegas
project:
- _id: '27'
  name: 'Akustische Sensornetzwerke - Teilprojekt '
- _id: '27'
  name: Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung
    über funkbasierte Sensornetzwerke
publication: 2019 16th IEEE Annual Consumer Communications & Networking Conference
  (CCNC2019)
publication_status: accepted
publisher: IEEE
status: public
title: Power Allocation with a Wireless Multi-cast Aware Routing for Virtual Network
  Embedding
type: conference
user_id: '65718'
year: '2019'
...
---
_id: '6976'
abstract:
- lang: eng
  text: "We investigate the maintenance of overlay networks under massive churn, i.e.\r\nnodes
    joining and leaving the network. We assume an adversary that may churn a\r\nconstant
    fraction $\\alpha n$ of nodes over the course of $\\mathcal{O}(\\log n)$\r\nrounds.
    In particular, the adversary has an almost up-to-date information of\r\nthe network
    topology as it can observe an only slightly outdated topology that\r\nis at least
    $2$ rounds old. Other than that, we only have the provably minimal\r\nrestriction
    that new nodes can only join the network via nodes that have taken\r\npart in
    the network for at least one round.\r\n  Our contributions are as follows: First,
    we show that it is impossible to\r\nmaintain a connected topology if adversary
    has up-to-date information about the\r\nnodes' connections. Further, we show that
    our restriction concerning the join\r\nis also necessary. As our main result present
    an algorithm that constructs a\r\nnew overlay- completely independent of all previous
    overlays - every $2$\r\nrounds. Furthermore, each node sends and receives only
    $\\mathcal{O}(\\log^3 n)$\r\nmessages each round. As part of our solution we propose
    the Linearized DeBruijn\r\nSwarm (LDS), a highly churn resistant overlay, which
    will be maintained by the\r\nalgorithm. However, our approaches can be transferred
    to a variety of classical\r\nP2P Topologies where nodes are mapped into the $[0,1)$-interval."
author:
- first_name: Thorsten
  full_name: Götte, Thorsten
  id: '34727'
  last_name: Götte
- first_name: Vipin Ravindran
  full_name: Vijayalakshmi, Vipin Ravindran
  last_name: Vijayalakshmi
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
citation:
  ama: 'Götte T, Vijayalakshmi VR, Scheideler C. Always be Two Steps Ahead of Your
    Enemy - Maintaining a Routable Overlay under Massive Churn with an Almost Up-to-date
    Adversary. In: <i>Proceedings of the 2019 IEEE 33rd International Parallel  and
    Distributed Processing Symposium (IPDPS ’19)</i>. IEEE.'
  apa: 'Götte, T., Vijayalakshmi, V. R., &#38; Scheideler, C. (n.d.). Always be Two
    Steps Ahead of Your Enemy - Maintaining a Routable Overlay under Massive Churn
    with an Almost Up-to-date Adversary. In <i>Proceedings of the 2019 IEEE 33rd International
    Parallel  and Distributed Processing Symposium (IPDPS ’19)</i>. Rio de Janeiro,
    Brazil: IEEE.'
  bibtex: '@inproceedings{Götte_Vijayalakshmi_Scheideler, title={Always be Two Steps
    Ahead of Your Enemy - Maintaining a Routable Overlay under Massive Churn with
    an Almost Up-to-date Adversary}, booktitle={Proceedings of the 2019 IEEE 33rd
    International Parallel  and Distributed Processing Symposium (IPDPS ’19)}, publisher={IEEE},
    author={Götte, Thorsten and Vijayalakshmi, Vipin Ravindran and Scheideler, Christian}
    }'
  chicago: Götte, Thorsten, Vipin Ravindran Vijayalakshmi, and Christian Scheideler.
    “Always Be Two Steps Ahead of Your Enemy - Maintaining a Routable Overlay under
    Massive Churn with an Almost Up-to-Date Adversary.” In <i>Proceedings of the 2019
    IEEE 33rd International Parallel  and Distributed Processing Symposium (IPDPS
    ’19)</i>. IEEE, n.d.
  ieee: T. Götte, V. R. Vijayalakshmi, and C. Scheideler, “Always be Two Steps Ahead
    of Your Enemy - Maintaining a Routable Overlay under Massive Churn with an Almost
    Up-to-date Adversary,” in <i>Proceedings of the 2019 IEEE 33rd International Parallel 
    and Distributed Processing Symposium (IPDPS ’19)</i>, Rio de Janeiro, Brazil.
  mla: Götte, Thorsten, et al. “Always Be Two Steps Ahead of Your Enemy - Maintaining
    a Routable Overlay under Massive Churn with an Almost Up-to-Date Adversary.” <i>Proceedings
    of the 2019 IEEE 33rd International Parallel  and Distributed Processing Symposium
    (IPDPS ’19)</i>, IEEE.
  short: 'T. Götte, V.R. Vijayalakshmi, C. Scheideler, in: Proceedings of the 2019
    IEEE 33rd International Parallel  and Distributed Processing Symposium (IPDPS
    ’19), IEEE, n.d.'
conference:
  end_date: 24.05.19
  location: Rio de Janeiro, Brazil
  name: 2019 IEEE 33rd International Parallel  and Distributed Processing Symposium
    (IPDPS '19)
  start_date: 20.05.19
date_created: 2019-01-24T18:53:11Z
date_updated: 2022-01-06T07:03:25Z
ddc:
- '000'
department:
- _id: '79'
file:
- access_level: closed
  content_type: application/pdf
  creator: thgoette
  date_created: 2019-01-26T16:09:08Z
  date_updated: 2019-01-26T16:09:08Z
  file_id: '7007'
  file_name: Always_be_Two_Steps_Ahead_of_Your_Enemy.pdf
  file_size: 638020
  relation: main_file
  success: 1
file_date_updated: 2019-01-26T16:09:08Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Proceedings of the 2019 IEEE 33rd International Parallel  and Distributed
  Processing Symposium (IPDPS '19)
publication_status: accepted
publisher: IEEE
status: public
title: Always be Two Steps Ahead of Your Enemy - Maintaining a Routable Overlay under
  Massive Churn with an Almost Up-to-date Adversary
type: conference
user_id: '34727'
year: '2019'
...
---
_id: '16411'
abstract:
- lang: eng
  text: FPGA devices have been proving to be good candidates to accelerate applications
    from different research topics. For instance, machine learning applications such
    as K-Means clustering usually relies on large amount of data to be processed,
    and, despite the performance offered by other architectures, FPGAs can offer better
    energy efficiency. With that in mind, Intel has launched a platform that integrates
    a multicore and an FPGA in the same package, enabling low latency and coherent
    fine-grained data offload. In this paper, we present a parallel implementation
    of the K-Means clustering algorithm, for this novel platform, using OpenCL language,
    and compared it against other platforms. We found that the CPU+FPGA platform was
    more energy efficient than the CPU-only approach from 70.71% to 85.92%, with Standard
    and Tiny input sizes respectively, and up to 68.21% of performance improvement
    was obtained with Tiny input size. Furthermore, it was up to 7.2×more energy efficient
    than an Intel® Xeon Phi ™, 21.5×than a cluster of Raspberry Pi boards, and 3.8×than
    the low-power MPPA-256 architecture, when the Standard input size was used.
author:
- first_name: Matheus A.
  full_name: Souza, Matheus A.
  last_name: Souza
- first_name: Lucas A.
  full_name: Maciel, Lucas A.
  last_name: Maciel
- first_name: Pedro Henrique
  full_name: Penna, Pedro Henrique
  last_name: Penna
- first_name: Henrique C.
  full_name: Freitas, Henrique C.
  last_name: Freitas
citation:
  ama: 'Souza MA, Maciel LA, Penna PH, Freitas HC. Energy Efficient Parallel K-Means
    Clustering for an Intel® Hybrid Multi-Chip Package. In: <i>2018 30th International
    Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)</i>.
    ; 2019. doi:<a href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>'
  apa: Souza, M. A., Maciel, L. A., Penna, P. H., &#38; Freitas, H. C. (2019). Energy
    Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package.
    In <i>2018 30th International Symposium on Computer Architecture and High Performance
    Computing (SBAC-PAD)</i>. <a href="https://doi.org/10.1109/cahpc.2018.8645850">https://doi.org/10.1109/cahpc.2018.8645850</a>
  bibtex: '@inproceedings{Souza_Maciel_Penna_Freitas_2019, title={Energy Efficient
    Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package}, DOI={<a
    href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>},
    booktitle={2018 30th International Symposium on Computer Architecture and High
    Performance Computing (SBAC-PAD)}, author={Souza, Matheus A. and Maciel, Lucas
    A. and Penna, Pedro Henrique and Freitas, Henrique C.}, year={2019} }'
  chicago: Souza, Matheus A., Lucas A. Maciel, Pedro Henrique Penna, and Henrique
    C. Freitas. “Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid
    Multi-Chip Package.” In <i>2018 30th International Symposium on Computer Architecture
    and High Performance Computing (SBAC-PAD)</i>, 2019. <a href="https://doi.org/10.1109/cahpc.2018.8645850">https://doi.org/10.1109/cahpc.2018.8645850</a>.
  ieee: M. A. Souza, L. A. Maciel, P. H. Penna, and H. C. Freitas, “Energy Efficient
    Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package,” in <i>2018
    30th International Symposium on Computer Architecture and High Performance Computing
    (SBAC-PAD)</i>, 2019.
  mla: Souza, Matheus A., et al. “Energy Efficient Parallel K-Means Clustering for
    an Intel® Hybrid Multi-Chip Package.” <i>2018 30th International Symposium on
    Computer Architecture and High Performance Computing (SBAC-PAD)</i>, 2019, doi:<a
    href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>.
  short: 'M.A. Souza, L.A. Maciel, P.H. Penna, H.C. Freitas, in: 2018 30th International
    Symposium on Computer Architecture and High Performance Computing (SBAC-PAD),
    2019.'
date_created: 2020-04-06T09:41:41Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1109/cahpc.2018.8645850
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: 2018 30th International Symposium on Computer Architecture and High Performance
  Computing (SBAC-PAD)
publication_identifier:
  isbn:
  - '9781538677698'
publication_status: published
status: public
title: Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip
  Package
type: conference
user_id: '61189'
year: '2019'
...
---
_id: '16413'
abstract:
- lang: eng
  text: In recent years, FPGAs have been successfully employed for the implementation
    of efficient, application-specific accelerators for a wide range of machine learning
    tasks. In this work, we consider probabilistic models, namely, (Mixed) Sum-Product
    Networks (SPN), a deep architecture that can provide tractable inference for multivariate
    distributions over mixed data-sources. We develop a fully pipelined FPGA accelerator
    architecture, including a pipelined interface to external memory, for the inference
    in (mixed) SPNs. To meet the precision constraints of SPNs, all computations are
    conducted using double-precision floating point arithmetic. Starting from an input
    description, the custom FPGA-accelerator is synthesized fully automatically by
    our tool flow. To the best of our knowledge, this work is the first approach to
    offload the SPN inference problem to FPGA-based accelerators. Our evaluation shows
    that the SPN inference problem benefits from offloading to our pipelined FPGA
    accelerator architecture.
author:
- first_name: Lukas
  full_name: Sommer, Lukas
  last_name: Sommer
- first_name: Julian
  full_name: Oppermann, Julian
  last_name: Oppermann
- first_name: Alejandro
  full_name: Molina, Alejandro
  last_name: Molina
- first_name: Carsten
  full_name: Binnig, Carsten
  last_name: Binnig
- first_name: Kristian
  full_name: Kersting, Kristian
  last_name: Kersting
- first_name: Andreas
  full_name: Koch, Andreas
  last_name: Koch
citation:
  ama: 'Sommer L, Oppermann J, Molina A, Binnig C, Kersting K, Koch A. Automatic Mapping
    of the Sum-Product Network Inference Problem to FPGA-Based Accelerators. In: <i>2018
    IEEE 36th International Conference on Computer Design (ICCD)</i>. ; 2019. doi:<a
    href="https://doi.org/10.1109/iccd.2018.00060">10.1109/iccd.2018.00060</a>'
  apa: Sommer, L., Oppermann, J., Molina, A., Binnig, C., Kersting, K., &#38; Koch,
    A. (2019). Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based
    Accelerators. In <i>2018 IEEE 36th International Conference on Computer Design
    (ICCD)</i>. <a href="https://doi.org/10.1109/iccd.2018.00060">https://doi.org/10.1109/iccd.2018.00060</a>
  bibtex: '@inproceedings{Sommer_Oppermann_Molina_Binnig_Kersting_Koch_2019, title={Automatic
    Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators},
    DOI={<a href="https://doi.org/10.1109/iccd.2018.00060">10.1109/iccd.2018.00060</a>},
    booktitle={2018 IEEE 36th International Conference on Computer Design (ICCD)},
    author={Sommer, Lukas and Oppermann, Julian and Molina, Alejandro and Binnig,
    Carsten and Kersting, Kristian and Koch, Andreas}, year={2019} }'
  chicago: Sommer, Lukas, Julian Oppermann, Alejandro Molina, Carsten Binnig, Kristian
    Kersting, and Andreas Koch. “Automatic Mapping of the Sum-Product Network Inference
    Problem to FPGA-Based Accelerators.” In <i>2018 IEEE 36th International Conference
    on Computer Design (ICCD)</i>, 2019. <a href="https://doi.org/10.1109/iccd.2018.00060">https://doi.org/10.1109/iccd.2018.00060</a>.
  ieee: L. Sommer, J. Oppermann, A. Molina, C. Binnig, K. Kersting, and A. Koch, “Automatic
    Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators,”
    in <i>2018 IEEE 36th International Conference on Computer Design (ICCD)</i>, 2019.
  mla: Sommer, Lukas, et al. “Automatic Mapping of the Sum-Product Network Inference
    Problem to FPGA-Based Accelerators.” <i>2018 IEEE 36th International Conference
    on Computer Design (ICCD)</i>, 2019, doi:<a href="https://doi.org/10.1109/iccd.2018.00060">10.1109/iccd.2018.00060</a>.
  short: 'L. Sommer, J. Oppermann, A. Molina, C. Binnig, K. Kersting, A. Koch, in:
    2018 IEEE 36th International Conference on Computer Design (ICCD), 2019.'
date_created: 2020-04-06T10:33:58Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1109/iccd.2018.00060
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: 2018 IEEE 36th International Conference on Computer Design (ICCD)
publication_identifier:
  isbn:
  - '9781538684771'
publication_status: published
status: public
title: Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based
  Accelerators
type: conference
user_id: '61189'
year: '2019'
...
---
_id: '16415'
author:
- first_name: Julian
  full_name: Lienen, Julian
  id: '44040'
  last_name: Lienen
citation:
  ama: Lienen J. <i>Automated Feature Engineering on Time Series Data</i>.; 2019.
  apa: Lienen, J. (2019). <i>Automated Feature Engineering on Time Series Data</i>.
  bibtex: '@book{Lienen_2019, title={Automated Feature Engineering on Time Series
    Data}, author={Lienen, Julian}, year={2019} }'
  chicago: Lienen, Julian. <i>Automated Feature Engineering on Time Series Data</i>,
    2019.
  ieee: J. Lienen, <i>Automated Feature Engineering on Time Series Data</i>. 2019.
  mla: Lienen, Julian. <i>Automated Feature Engineering on Time Series Data</i>. 2019.
  short: J. Lienen, Automated Feature Engineering on Time Series Data, 2019.
date_created: 2020-04-06T11:44:17Z
date_updated: 2022-01-06T06:52:50Z
language:
- iso: eng
status: public
title: Automated Feature Engineering on Time Series Data
type: mastersthesis
user_id: '44040'
year: '2019'
...
---
_id: '16417'
abstract:
- lang: eng
  text: The performance of High-Level Synthesis (HLS) applications with irregular
    data structures is limited by its imperative programming paradigm like C/C++.
    In this paper, we show that constructing concurrent data structures with channels,
    a programming construct derived from CSP (communicating sequential processes)
    paradigm, is an effective approach to improve the performance of these applications.
    We evaluate concurrent data structure for FPGA by synthesizing a K-means clustering
    algorithm on the Intel HARP2 platform. A fully pipelined KMC processing element
    can be synthesized from OpenCL with the help of a SPSC (single-producer-single-consumer)
    queue and stack built from channels, achieving 15.2x speedup over a sequential
    baseline. The number of processing element can be scaled up by leveraging a MPMC
    (multiple-producer-multiple-consumer) stack with work distribution for dynamic
    load balance. Evaluation shows that an additional 3.5x speedup can be achieved
    when 4 processing element is instantiated. These results show that the concurrent
    data structure built with channels has great potential for improving the parallelism
    of HLS applications. We hope that our study will stimulate further research into
    the potential of channel-based HLS.
author:
- first_name: Hui
  full_name: Yan, Hui
  last_name: Yan
- first_name: Zhaoshi
  full_name: Li, Zhaoshi
  last_name: Li
- first_name: Leibo
  full_name: Liu, Leibo
  last_name: Liu
- first_name: Shouyi
  full_name: Yin, Shouyi
  last_name: Yin
- first_name: Shaojun
  full_name: Wei, Shaojun
  last_name: Wei
citation:
  ama: 'Yan H, Li Z, Liu L, Yin S, Wei S. Constructing Concurrent Data Structures
    on FPGA with Channels. In: <i>Proceedings of the 2019 ACM/SIGDA International
    Symposium on Field-Programmable Gate Arrays</i>. ; 2019. doi:<a href="https://doi.org/10.1145/3289602.3293921">10.1145/3289602.3293921</a>'
  apa: Yan, H., Li, Z., Liu, L., Yin, S., &#38; Wei, S. (2019). Constructing Concurrent
    Data Structures on FPGA with Channels. In <i>Proceedings of the 2019 ACM/SIGDA
    International Symposium on Field-Programmable Gate Arrays</i>. <a href="https://doi.org/10.1145/3289602.3293921">https://doi.org/10.1145/3289602.3293921</a>
  bibtex: '@inproceedings{Yan_Li_Liu_Yin_Wei_2019, title={Constructing Concurrent
    Data Structures on FPGA with Channels}, DOI={<a href="https://doi.org/10.1145/3289602.3293921">10.1145/3289602.3293921</a>},
    booktitle={Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable
    Gate Arrays}, author={Yan, Hui and Li, Zhaoshi and Liu, Leibo and Yin, Shouyi
    and Wei, Shaojun}, year={2019} }'
  chicago: Yan, Hui, Zhaoshi Li, Leibo Liu, Shouyi Yin, and Shaojun Wei. “Constructing
    Concurrent Data Structures on FPGA with Channels.” In <i>Proceedings of the 2019
    ACM/SIGDA International Symposium on Field-Programmable Gate Arrays</i>, 2019.
    <a href="https://doi.org/10.1145/3289602.3293921">https://doi.org/10.1145/3289602.3293921</a>.
  ieee: H. Yan, Z. Li, L. Liu, S. Yin, and S. Wei, “Constructing Concurrent Data Structures
    on FPGA with Channels,” in <i>Proceedings of the 2019 ACM/SIGDA International
    Symposium on Field-Programmable Gate Arrays</i>, 2019.
  mla: Yan, Hui, et al. “Constructing Concurrent Data Structures on FPGA with Channels.”
    <i>Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable
    Gate Arrays</i>, 2019, doi:<a href="https://doi.org/10.1145/3289602.3293921">10.1145/3289602.3293921</a>.
  short: 'H. Yan, Z. Li, L. Liu, S. Yin, S. Wei, in: Proceedings of the 2019 ACM/SIGDA
    International Symposium on Field-Programmable Gate Arrays, 2019.'
date_created: 2020-04-06T11:53:34Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1145/3289602.3293921
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable
  Gate Arrays
publication_identifier:
  isbn:
  - '9781450361378'
publication_status: published
status: public
title: Constructing Concurrent Data Structures on FPGA with Channels
type: conference
user_id: '61189'
year: '2019'
...
---
_id: '16420'
abstract:
- lang: eng
  text: '<jats:p> Field-Programmable Gate Arrays (FPGAs) are widely used in the central
    signal processing design of the Square Kilometer Array (SKA) as hardware accelerators.
    The frequency domain acceleration search (FDAS) module is an important part of
    the SKA1-MID pulsar search engine. To develop for a yet to be finalized hardware,
    for cross-discipline interoperability and to achieve fast prototyping, OpenCL
    as a high-level FPGA synthesis approaches employed to create the sub-modules of
    FDAS. The FT convolution and the harmonic-summing plus some other minor sub-modules
    are elements in the FDAS module that have been well-optimized separately before.
    In this paper, we explore the design space of combining well-optimized designs,
    dealing with the ensuing need to trade-off and compromise. Pipeline computing
    is employed to handle multiple input arrays at high speed. The hardware target
    is to employ multiple high-end FPGAs to process the combined FDAS module. The
    results show interesting consequences, where the best individual solutions are
    not necessarily the best solutions for the speed of a pipeline where FPGA resources
    and memory bandwidth need to be shared. By proposing multiple buffering techniques
    to the pipeline, the combined FDAS module can achieve up to 2[Formula: see text]
    speedup over implementations without pipeline computing. We perform an extensive
    experimental evaluation on multiple high-end FPGA cards hosted in a workstation
    and compare to a technology comparable mid-range GPU. </jats:p>'
article_number: '1950008'
author:
- first_name: Haomiao
  full_name: Wang, Haomiao
  last_name: Wang
- first_name: Prabu
  full_name: Thiagaraj, Prabu
  last_name: Thiagaraj
- first_name: Oliver
  full_name: Sinnen, Oliver
  last_name: Sinnen
citation:
  ama: Wang H, Thiagaraj P, Sinnen O. Combining Multiple Optimized FPGA-based Pulsar
    Search Modules Using OpenCL. <i>Journal of Astronomical Instrumentation</i>. 2019.
    doi:<a href="https://doi.org/10.1142/s2251171719500089">10.1142/s2251171719500089</a>
  apa: Wang, H., Thiagaraj, P., &#38; Sinnen, O. (2019). Combining Multiple Optimized
    FPGA-based Pulsar Search Modules Using OpenCL. <i>Journal of Astronomical Instrumentation</i>.
    <a href="https://doi.org/10.1142/s2251171719500089">https://doi.org/10.1142/s2251171719500089</a>
  bibtex: '@article{Wang_Thiagaraj_Sinnen_2019, title={Combining Multiple Optimized
    FPGA-based Pulsar Search Modules Using OpenCL}, DOI={<a href="https://doi.org/10.1142/s2251171719500089">10.1142/s2251171719500089</a>},
    number={1950008}, journal={Journal of Astronomical Instrumentation}, author={Wang,
    Haomiao and Thiagaraj, Prabu and Sinnen, Oliver}, year={2019} }'
  chicago: Wang, Haomiao, Prabu Thiagaraj, and Oliver Sinnen. “Combining Multiple
    Optimized FPGA-Based Pulsar Search Modules Using OpenCL.” <i>Journal of Astronomical
    Instrumentation</i>, 2019. <a href="https://doi.org/10.1142/s2251171719500089">https://doi.org/10.1142/s2251171719500089</a>.
  ieee: H. Wang, P. Thiagaraj, and O. Sinnen, “Combining Multiple Optimized FPGA-based
    Pulsar Search Modules Using OpenCL,” <i>Journal of Astronomical Instrumentation</i>,
    2019.
  mla: Wang, Haomiao, et al. “Combining Multiple Optimized FPGA-Based Pulsar Search
    Modules Using OpenCL.” <i>Journal of Astronomical Instrumentation</i>, 1950008,
    2019, doi:<a href="https://doi.org/10.1142/s2251171719500089">10.1142/s2251171719500089</a>.
  short: H. Wang, P. Thiagaraj, O. Sinnen, Journal of Astronomical Instrumentation
    (2019).
date_created: 2020-04-06T12:00:06Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1142/s2251171719500089
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Journal of Astronomical Instrumentation
publication_identifier:
  issn:
  - 2251-1717
  - 2251-1725
publication_status: published
status: public
title: Combining Multiple Optimized FPGA-based Pulsar Search Modules Using OpenCL
type: journal_article
user_id: '61189'
year: '2019'
...
---
_id: '16422'
abstract:
- lang: eng
  text: <jats:p>Intel recently introduced the Heterogeneous Architecture Research
    Platform, HARP. In this platform, the Central Processing Unit and a Field-Programmable
    Gate Array are connected through a high-bandwidth, low-latency interconnect and
    both share DRAM memory. For this platform, Open Computing Language (OpenCL), a
    High-Level Synthesis (HLS) language, is made available. By making use of HLS,
    a faster design cycle can be achieved compared to programming in a traditional
    hardware description language. This, however, comes at the cost of having less
    control over the hardware implementation. We will investigate how OpenCL can be
    applied to implement a real-time guided image filter on the HARP platform. In
    the first phase, the performance-critical parameters of the OpenCL programming
    model are defined using several specialized benchmarks. In a second phase, the
    guided image filter algorithm is implemented using the insights gained in the
    first phase. Both a floating-point and a fixed-point implementation were developed
    for this algorithm, based on a sliding window implementation. This resulted in
    a maximum floating-point performance of 135 GFLOPS, a maximum fixed-point performance
    of 430 GOPS and a throughput of HD color images at 74 frames per second.</jats:p>
article_number: '149'
author:
- first_name: Thomas
  full_name: Faict, Thomas
  last_name: Faict
- first_name: Erik H.
  full_name: D’Hollander, Erik H.
  last_name: D’Hollander
- first_name: Bart
  full_name: Goossens, Bart
  last_name: Goossens
citation:
  ama: Faict T, D’Hollander EH, Goossens B. Mapping a Guided Image Filter on the HARP
    Reconfigurable Architecture Using OpenCL. <i>Algorithms</i>. 2019. doi:<a href="https://doi.org/10.3390/a12080149">10.3390/a12080149</a>
  apa: Faict, T., D’Hollander, E. H., &#38; Goossens, B. (2019). Mapping a Guided
    Image Filter on the HARP Reconfigurable Architecture Using OpenCL. <i>Algorithms</i>.
    <a href="https://doi.org/10.3390/a12080149">https://doi.org/10.3390/a12080149</a>
  bibtex: '@article{Faict_D’Hollander_Goossens_2019, title={Mapping a Guided Image
    Filter on the HARP Reconfigurable Architecture Using OpenCL}, DOI={<a href="https://doi.org/10.3390/a12080149">10.3390/a12080149</a>},
    number={149}, journal={Algorithms}, author={Faict, Thomas and D’Hollander, Erik
    H. and Goossens, Bart}, year={2019} }'
  chicago: Faict, Thomas, Erik H. D’Hollander, and Bart Goossens. “Mapping a Guided
    Image Filter on the HARP Reconfigurable Architecture Using OpenCL.” <i>Algorithms</i>,
    2019. <a href="https://doi.org/10.3390/a12080149">https://doi.org/10.3390/a12080149</a>.
  ieee: T. Faict, E. H. D’Hollander, and B. Goossens, “Mapping a Guided Image Filter
    on the HARP Reconfigurable Architecture Using OpenCL,” <i>Algorithms</i>, 2019.
  mla: Faict, Thomas, et al. “Mapping a Guided Image Filter on the HARP Reconfigurable
    Architecture Using OpenCL.” <i>Algorithms</i>, 149, 2019, doi:<a href="https://doi.org/10.3390/a12080149">10.3390/a12080149</a>.
  short: T. Faict, E.H. D’Hollander, B. Goossens, Algorithms (2019).
date_created: 2020-04-06T12:08:24Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.3390/a12080149
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Algorithms
publication_identifier:
  issn:
  - 1999-4893
publication_status: published
status: public
title: Mapping a Guided Image Filter on the HARP Reconfigurable Architecture Using
  OpenCL
type: journal_article
user_id: '61189'
year: '2019'
...
---
_id: '16423'
abstract:
- lang: eng
  text: Heterogeneous computing that exploits simultaneous co-processing with different
    device types has been shown to be effective at both increasing performance and
    reducing energy consumption. In this paper, we extend a scheduling framework encapsulated
    in a high-level C++ template and previously developed for heterogeneous chips
    comprising CPU and GPU cores, to new high-performance platforms for the data center,
    which include a cache coherent FPGA fabric and many-core CPU resources. Our goal
    is to evaluate the suitability of our framework with these new FPGA-based platforms,
    identifying performance benefits and limitations.We target the state-of-the-art
    HARP processor that includes 14 high-end Xeon classes tightly coupled to a FPGA
    device located in the same package. We select eight benchmarks from the high-performance
    computing domain that have been ported and optimized for this heterogeneous platform.
    The results show that a dynamic and adaptive scheduler that exploits simultaneous
    processing among the devices can improve performance up to a factor of 8 × compared
    to the best alternative solutions that only use the CPU cores or the FPGA fabric.
    Moreover, our proposal achieves up to 15% and 37% of improvement compared to the
    best heterogeneous solutions found with a dynamic and static schedulers, respectively.
author:
- first_name: Andrés
  full_name: Rodríguez, Andrés
  last_name: Rodríguez
- first_name: Angeles
  full_name: Navarro, Angeles
  last_name: Navarro
- first_name: Rafael
  full_name: Asenjo, Rafael
  last_name: Asenjo
- first_name: Francisco
  full_name: Corbera, Francisco
  last_name: Corbera
- first_name: Rubén
  full_name: Gran, Rubén
  last_name: Gran
- first_name: Darío
  full_name: Suárez, Darío
  last_name: Suárez
- first_name: Jose
  full_name: Nunez-Yanez, Jose
  last_name: Nunez-Yanez
citation:
  ama: Rodríguez A, Navarro A, Asenjo R, et al. Parallel multiprocessing and scheduling
    on the heterogeneous Xeon+FPGA platform. <i>The Journal of Supercomputing</i>.
    2019. doi:<a href="https://doi.org/10.1007/s11227-019-02935-1">10.1007/s11227-019-02935-1</a>
  apa: Rodríguez, A., Navarro, A., Asenjo, R., Corbera, F., Gran, R., Suárez, D.,
    &#38; Nunez-Yanez, J. (2019). Parallel multiprocessing and scheduling on the heterogeneous
    Xeon+FPGA platform. <i>The Journal of Supercomputing</i>. <a href="https://doi.org/10.1007/s11227-019-02935-1">https://doi.org/10.1007/s11227-019-02935-1</a>
  bibtex: '@article{Rodríguez_Navarro_Asenjo_Corbera_Gran_Suárez_Nunez-Yanez_2019,
    title={Parallel multiprocessing and scheduling on the heterogeneous Xeon+FPGA
    platform}, DOI={<a href="https://doi.org/10.1007/s11227-019-02935-1">10.1007/s11227-019-02935-1</a>},
    journal={The Journal of Supercomputing}, author={Rodríguez, Andrés and Navarro,
    Angeles and Asenjo, Rafael and Corbera, Francisco and Gran, Rubén and Suárez,
    Darío and Nunez-Yanez, Jose}, year={2019} }'
  chicago: Rodríguez, Andrés, Angeles Navarro, Rafael Asenjo, Francisco Corbera, Rubén
    Gran, Darío Suárez, and Jose Nunez-Yanez. “Parallel Multiprocessing and Scheduling
    on the Heterogeneous Xeon+FPGA Platform.” <i>The Journal of Supercomputing</i>,
    2019. <a href="https://doi.org/10.1007/s11227-019-02935-1">https://doi.org/10.1007/s11227-019-02935-1</a>.
  ieee: A. Rodríguez <i>et al.</i>, “Parallel multiprocessing and scheduling on the
    heterogeneous Xeon+FPGA platform,” <i>The Journal of Supercomputing</i>, 2019.
  mla: Rodríguez, Andrés, et al. “Parallel Multiprocessing and Scheduling on the Heterogeneous
    Xeon+FPGA Platform.” <i>The Journal of Supercomputing</i>, 2019, doi:<a href="https://doi.org/10.1007/s11227-019-02935-1">10.1007/s11227-019-02935-1</a>.
  short: A. Rodríguez, A. Navarro, R. Asenjo, F. Corbera, R. Gran, D. Suárez, J. Nunez-Yanez,
    The Journal of Supercomputing (2019).
date_created: 2020-04-06T12:09:25Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1007/s11227-019-02935-1
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: The Journal of Supercomputing
publication_identifier:
  issn:
  - 0920-8542
  - 1573-0484
publication_status: published
status: public
title: Parallel multiprocessing and scheduling on the heterogeneous Xeon+FPGA platform
type: journal_article
user_id: '61189'
year: '2019'
...
---
_id: '16427'
abstract:
- lang: eng
  text: "Transactional Memory (TM) has been considered as a promising alternative
    to existing synchronization operations, which are often the largest stumbling
    block to unleashing parallelism of applications. Efficient implementations of
    TM, however, are challenging due to the tension between lowering performance overhead
    and avoiding unnecessary aborts.\r\n\r\nIn this paper, we present Reachability-based
    Optimistic Concurrency Control for Transactional Memory (ROCoCoTM), a novel scheme
    which offloads concurrency control (CC) algorithms, the central building blocks
    of TM systems, to reconfigurable hardware. To reduce the abort rate, an innovative
    formalization of mainstream CC algorithms is developed to reveal a common restriction
    that leads to unnecessary aborts. This restriction is resolved by the ROCoCo algorithm
    with a centralized validation phase, which can be efficiently pipelined in hardware.
    Thanks to a high-performance offloading engine implemented in reconfigurable hardware,
    ROCoCo algorithm results in decreased abort rates and reduced performance overhead.
    The whole system is implemented on Intel's HARP2 platform and evaluated with the
    STAMP benchmark suite. Experiments show 1.55x and 8.05x geomean speedup over TinySTM
    and an HTM based on Intel TSX, respectively. Given the fast-growing deployment
    of commodity CPU-FPGA platforms, ROCoCoTM paves the way for software programmers
    to exploit heterogeneous computing resources with a high-level transactional abstraction
    to effectively extract the parallelism in modern applications."
author:
- first_name: Zhaoshi
  full_name: Li, Zhaoshi
  last_name: Li
- first_name: Leibo
  full_name: Liu, Leibo
  last_name: Liu
- first_name: Yangdong
  full_name: Deng, Yangdong
  last_name: Deng
- first_name: Jiawei
  full_name: Wang, Jiawei
  last_name: Wang
- first_name: Zhiwei
  full_name: Liu, Zhiwei
  last_name: Liu
- first_name: Shouyi
  full_name: Yin, Shouyi
  last_name: Yin
- first_name: Shaojun
  full_name: Wei, Shaojun
  last_name: Wei
citation:
  ama: 'Li Z, Liu L, Deng Y, et al. FPGA-Accelerated Optimistic Concurrency Control
    for Transactional Memory. In: <i>Proceedings of the 52nd Annual IEEE/ACM International
    Symposium on Microarchitecture</i>. ; 2019. doi:<a href="https://doi.org/10.1145/3352460.3358270">10.1145/3352460.3358270</a>'
  apa: Li, Z., Liu, L., Deng, Y., Wang, J., Liu, Z., Yin, S., &#38; Wei, S. (2019).
    FPGA-Accelerated Optimistic Concurrency Control for Transactional Memory. In <i>Proceedings
    of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture</i>.
    <a href="https://doi.org/10.1145/3352460.3358270">https://doi.org/10.1145/3352460.3358270</a>
  bibtex: '@inproceedings{Li_Liu_Deng_Wang_Liu_Yin_Wei_2019, title={FPGA-Accelerated
    Optimistic Concurrency Control for Transactional Memory}, DOI={<a href="https://doi.org/10.1145/3352460.3358270">10.1145/3352460.3358270</a>},
    booktitle={Proceedings of the 52nd Annual IEEE/ACM International Symposium on
    Microarchitecture}, author={Li, Zhaoshi and Liu, Leibo and Deng, Yangdong and
    Wang, Jiawei and Liu, Zhiwei and Yin, Shouyi and Wei, Shaojun}, year={2019} }'
  chicago: Li, Zhaoshi, Leibo Liu, Yangdong Deng, Jiawei Wang, Zhiwei Liu, Shouyi
    Yin, and Shaojun Wei. “FPGA-Accelerated Optimistic Concurrency Control for Transactional
    Memory.” In <i>Proceedings of the 52nd Annual IEEE/ACM International Symposium
    on Microarchitecture</i>, 2019. <a href="https://doi.org/10.1145/3352460.3358270">https://doi.org/10.1145/3352460.3358270</a>.
  ieee: Z. Li <i>et al.</i>, “FPGA-Accelerated Optimistic Concurrency Control for
    Transactional Memory,” in <i>Proceedings of the 52nd Annual IEEE/ACM International
    Symposium on Microarchitecture</i>, 2019.
  mla: Li, Zhaoshi, et al. “FPGA-Accelerated Optimistic Concurrency Control for Transactional
    Memory.” <i>Proceedings of the 52nd Annual IEEE/ACM International Symposium on
    Microarchitecture</i>, 2019, doi:<a href="https://doi.org/10.1145/3352460.3358270">10.1145/3352460.3358270</a>.
  short: 'Z. Li, L. Liu, Y. Deng, J. Wang, Z. Liu, S. Yin, S. Wei, in: Proceedings
    of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019.'
date_created: 2020-04-06T12:49:40Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1145/3352460.3358270
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture
publication_identifier:
  isbn:
  - '9781450369381'
publication_status: published
status: public
title: FPGA-Accelerated Optimistic Concurrency Control for Transactional Memory
type: conference
user_id: '61189'
year: '2019'
...
---
_id: '16433'
author:
- first_name: Philipp
  full_name: Rehlaender, Philipp
  id: '69469'
  last_name: Rehlaender
- first_name: Tobias
  full_name: Grote, Tobias
  last_name: Grote
- first_name: Sergey
  full_name: Tikhonov, Sergey
  last_name: Tikhonov
- first_name: Hugues
  full_name: Niejende, Hugues
  last_name: Niejende
- first_name: Frank
  full_name: Schafmeister, Frank
  last_name: Schafmeister
- first_name: Joachim
  full_name: Bocker, Joachim
  last_name: Bocker
- first_name: Peter
  full_name: Thiemann, Peter
  last_name: Thiemann
citation:
  ama: 'Rehlaender P, Grote T, Tikhonov S, et al. A PCB Integrated Winding Using a
    Litz Structure for a Wireless Charging Coil. In: <i>2019 21st European Conference
    on Power Electronics and Applications (EPE ’19 ECCE Europe)</i>. ; 2019. doi:<a
    href="https://doi.org/10.23919/epe.2019.8914900">10.23919/epe.2019.8914900</a>'
  apa: Rehlaender, P., Grote, T., Tikhonov, S., Niejende, H., Schafmeister, F., Bocker,
    J., &#38; Thiemann, P. (2019). A PCB Integrated Winding Using a Litz Structure
    for a Wireless Charging Coil. In <i>2019 21st European Conference on Power Electronics
    and Applications (EPE ’19 ECCE Europe)</i>. <a href="https://doi.org/10.23919/epe.2019.8914900">https://doi.org/10.23919/epe.2019.8914900</a>
  bibtex: '@inproceedings{Rehlaender_Grote_Tikhonov_Niejende_Schafmeister_Bocker_Thiemann_2019,
    title={A PCB Integrated Winding Using a Litz Structure for a Wireless Charging
    Coil}, DOI={<a href="https://doi.org/10.23919/epe.2019.8914900">10.23919/epe.2019.8914900</a>},
    booktitle={2019 21st European Conference on Power Electronics and Applications
    (EPE ’19 ECCE Europe)}, author={Rehlaender, Philipp and Grote, Tobias and Tikhonov,
    Sergey and Niejende, Hugues and Schafmeister, Frank and Bocker, Joachim and Thiemann,
    Peter}, year={2019} }'
  chicago: Rehlaender, Philipp, Tobias Grote, Sergey Tikhonov, Hugues Niejende, Frank
    Schafmeister, Joachim Bocker, and Peter Thiemann. “A PCB Integrated Winding Using
    a Litz Structure for a Wireless Charging Coil.” In <i>2019 21st European Conference
    on Power Electronics and Applications (EPE ’19 ECCE Europe)</i>, 2019. <a href="https://doi.org/10.23919/epe.2019.8914900">https://doi.org/10.23919/epe.2019.8914900</a>.
  ieee: P. Rehlaender <i>et al.</i>, “A PCB Integrated Winding Using a Litz Structure
    for a Wireless Charging Coil,” in <i>2019 21st European Conference on Power Electronics
    and Applications (EPE ’19 ECCE Europe)</i>, 2019.
  mla: Rehlaender, Philipp, et al. “A PCB Integrated Winding Using a Litz Structure
    for a Wireless Charging Coil.” <i>2019 21st European Conference on Power Electronics
    and Applications (EPE ’19 ECCE Europe)</i>, 2019, doi:<a href="https://doi.org/10.23919/epe.2019.8914900">10.23919/epe.2019.8914900</a>.
  short: 'P. Rehlaender, T. Grote, S. Tikhonov, H. Niejende, F. Schafmeister, J. Bocker,
    P. Thiemann, in: 2019 21st European Conference on Power Electronics and Applications
    (EPE ’19 ECCE Europe), 2019.'
date_created: 2020-04-06T14:57:01Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.23919/epe.2019.8914900
language:
- iso: eng
publication: 2019 21st European Conference on Power Electronics and Applications (EPE
  '19 ECCE Europe)
publication_identifier:
  isbn:
  - '9789075815313'
publication_status: published
status: public
title: A PCB Integrated Winding Using a Litz Structure for a Wireless Charging Coil
type: conference
user_id: '69469'
year: '2019'
...
---
_id: '16438'
author:
- first_name: Philipp
  full_name: Rehlaender, Philipp
  id: '69469'
  last_name: Rehlaender
- first_name: Frank
  full_name: Schafmeister, Frank
  last_name: Schafmeister
- first_name: Joachim
  full_name: Bocker, Joachim
  last_name: Bocker
- first_name: Tobias
  full_name: Grote, Tobias
  last_name: Grote
citation:
  ama: 'Rehlaender P, Schafmeister F, Bocker J, Grote T. Analytical Topology Comparison
    for a Single Stage On-Board EV-Battery Converter. In: <i>2019 IEEE 28th International
    Symposium on Industrial Electronics (ISIE)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/isie.2019.8781222">10.1109/isie.2019.8781222</a>'
  apa: Rehlaender, P., Schafmeister, F., Bocker, J., &#38; Grote, T. (2019). Analytical
    Topology Comparison for a Single Stage On-Board EV-Battery Converter. In <i>2019
    IEEE 28th International Symposium on Industrial Electronics (ISIE)</i>. <a href="https://doi.org/10.1109/isie.2019.8781222">https://doi.org/10.1109/isie.2019.8781222</a>
  bibtex: '@inproceedings{Rehlaender_Schafmeister_Bocker_Grote_2019, title={Analytical
    Topology Comparison for a Single Stage On-Board EV-Battery Converter}, DOI={<a
    href="https://doi.org/10.1109/isie.2019.8781222">10.1109/isie.2019.8781222</a>},
    booktitle={2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)},
    author={Rehlaender, Philipp and Schafmeister, Frank and Bocker, Joachim and Grote,
    Tobias}, year={2019} }'
  chicago: Rehlaender, Philipp, Frank Schafmeister, Joachim Bocker, and Tobias Grote.
    “Analytical Topology Comparison for a Single Stage On-Board EV-Battery Converter.”
    In <i>2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)</i>,
    2019. <a href="https://doi.org/10.1109/isie.2019.8781222">https://doi.org/10.1109/isie.2019.8781222</a>.
  ieee: P. Rehlaender, F. Schafmeister, J. Bocker, and T. Grote, “Analytical Topology
    Comparison for a Single Stage On-Board EV-Battery Converter,” in <i>2019 IEEE
    28th International Symposium on Industrial Electronics (ISIE)</i>, 2019.
  mla: Rehlaender, Philipp, et al. “Analytical Topology Comparison for a Single Stage
    On-Board EV-Battery Converter.” <i>2019 IEEE 28th International Symposium on Industrial
    Electronics (ISIE)</i>, 2019, doi:<a href="https://doi.org/10.1109/isie.2019.8781222">10.1109/isie.2019.8781222</a>.
  short: 'P. Rehlaender, F. Schafmeister, J. Bocker, T. Grote, in: 2019 IEEE 28th
    International Symposium on Industrial Electronics (ISIE), 2019.'
date_created: 2020-04-06T14:58:32Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1109/isie.2019.8781222
language:
- iso: eng
publication: 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)
publication_identifier:
  isbn:
  - '9781728136660'
publication_status: published
status: public
title: Analytical Topology Comparison for a Single Stage On-Board EV-Battery Converter
type: conference
user_id: '69469'
year: '2019'
...
---
_id: '16443'
author:
- first_name: Philipp
  full_name: Rehlaender, Philipp
  id: '69469'
  last_name: Rehlaender
- first_name: Maik
  full_name: Schroeer, Maik
  last_name: Schroeer
- first_name: Gavneet
  full_name: Chadha, Gavneet
  last_name: Chadha
- first_name: Andreas
  full_name: Schwung, Andreas
  last_name: Schwung
citation:
  ama: 'Rehlaender P, Schroeer M, Chadha G, Schwung A. Traffic Sign Detection Using
    R-CNN. In: <i>Proceedings of the International Neural Networks Society</i>. Cham;
    2019. doi:<a href="https://doi.org/10.1007/978-3-030-16841-4_24">10.1007/978-3-030-16841-4_24</a>'
  apa: Rehlaender, P., Schroeer, M., Chadha, G., &#38; Schwung, A. (2019). Traffic
    Sign Detection Using R-CNN. In <i>Proceedings of the International Neural Networks
    Society</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-16841-4_24">https://doi.org/10.1007/978-3-030-16841-4_24</a>
  bibtex: '@inbook{Rehlaender_Schroeer_Chadha_Schwung_2019, place={Cham}, title={Traffic
    Sign Detection Using R-CNN}, DOI={<a href="https://doi.org/10.1007/978-3-030-16841-4_24">10.1007/978-3-030-16841-4_24</a>},
    booktitle={Proceedings of the International Neural Networks Society}, author={Rehlaender,
    Philipp and Schroeer, Maik and Chadha, Gavneet and Schwung, Andreas}, year={2019}
    }'
  chicago: Rehlaender, Philipp, Maik Schroeer, Gavneet Chadha, and Andreas Schwung.
    “Traffic Sign Detection Using R-CNN.” In <i>Proceedings of the International Neural
    Networks Society</i>. Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-16841-4_24">https://doi.org/10.1007/978-3-030-16841-4_24</a>.
  ieee: P. Rehlaender, M. Schroeer, G. Chadha, and A. Schwung, “Traffic Sign Detection
    Using R-CNN,” in <i>Proceedings of the International Neural Networks Society</i>,
    Cham, 2019.
  mla: Rehlaender, Philipp, et al. “Traffic Sign Detection Using R-CNN.” <i>Proceedings
    of the International Neural Networks Society</i>, 2019, doi:<a href="https://doi.org/10.1007/978-3-030-16841-4_24">10.1007/978-3-030-16841-4_24</a>.
  short: 'P. Rehlaender, M. Schroeer, G. Chadha, A. Schwung, in: Proceedings of the
    International Neural Networks Society, Cham, 2019.'
date_created: 2020-04-06T15:21:15Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1007/978-3-030-16841-4_24
extern: '1'
language:
- iso: eng
place: Cham
publication: Proceedings of the International Neural Networks Society
publication_identifier:
  isbn:
  - '9783030168407'
  - '9783030168414'
  issn:
  - 2661-8141
  - 2661-815X
publication_status: published
status: public
title: Traffic Sign Detection Using R-CNN
type: book_chapter
user_id: '69469'
year: '2019'
...
---
_id: '16709'
author:
- first_name: Tuhin
  full_name: Sahai, Tuhin
  last_name: Sahai
- first_name: Adrian
  full_name: Ziessler, Adrian
  last_name: Ziessler
- first_name: Stefan
  full_name: Klus, Stefan
  last_name: Klus
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
citation:
  ama: Sahai T, Ziessler A, Klus S, Dellnitz M. Continuous relaxations for the traveling
    salesman problem. <i>Nonlinear Dynamics</i>. 2019. doi:<a href="https://doi.org/10.1007/s11071-019-05092-5">10.1007/s11071-019-05092-5</a>
  apa: Sahai, T., Ziessler, A., Klus, S., &#38; Dellnitz, M. (2019). Continuous relaxations
    for the traveling salesman problem. <i>Nonlinear Dynamics</i>. <a href="https://doi.org/10.1007/s11071-019-05092-5">https://doi.org/10.1007/s11071-019-05092-5</a>
  bibtex: '@article{Sahai_Ziessler_Klus_Dellnitz_2019, title={Continuous relaxations
    for the traveling salesman problem}, DOI={<a href="https://doi.org/10.1007/s11071-019-05092-5">10.1007/s11071-019-05092-5</a>},
    journal={Nonlinear Dynamics}, author={Sahai, Tuhin and Ziessler, Adrian and Klus,
    Stefan and Dellnitz, Michael}, year={2019} }'
  chicago: Sahai, Tuhin, Adrian Ziessler, Stefan Klus, and Michael Dellnitz. “Continuous
    Relaxations for the Traveling Salesman Problem.” <i>Nonlinear Dynamics</i>, 2019.
    <a href="https://doi.org/10.1007/s11071-019-05092-5">https://doi.org/10.1007/s11071-019-05092-5</a>.
  ieee: T. Sahai, A. Ziessler, S. Klus, and M. Dellnitz, “Continuous relaxations for
    the traveling salesman problem,” <i>Nonlinear Dynamics</i>, 2019.
  mla: Sahai, Tuhin, et al. “Continuous Relaxations for the Traveling Salesman Problem.”
    <i>Nonlinear Dynamics</i>, 2019, doi:<a href="https://doi.org/10.1007/s11071-019-05092-5">10.1007/s11071-019-05092-5</a>.
  short: T. Sahai, A. Ziessler, S. Klus, M. Dellnitz, Nonlinear Dynamics (2019).
date_created: 2020-04-16T14:05:04Z
date_updated: 2022-01-06T06:52:55Z
department:
- _id: '101'
doi: 10.1007/s11071-019-05092-5
language:
- iso: eng
publication: Nonlinear Dynamics
publication_identifier:
  issn:
  - 0924-090X
  - 1573-269X
publication_status: published
status: public
title: Continuous relaxations for the traveling salesman problem
type: journal_article
user_id: '47427'
year: '2019'
...
---
_id: '16793'
author:
- first_name: Florian
  full_name: Pfeifer, Florian
  id: '22717'
  last_name: Pfeifer
- first_name: André
  full_name: Dietrich, André
  last_name: Dietrich
- first_name: Thorsten
  full_name: Marten, Thorsten
  id: '338'
  last_name: Marten
- first_name: Thomas
  full_name: Tröster, Thomas
  id: '553'
  last_name: Tröster
- first_name: Bernard
  full_name: Nacke, Bernard
  last_name: Nacke
citation:
  ama: 'Pfeifer F, Dietrich A, Marten T, Tröster T, Nacke B. Investigation on Inductive
    Heating of Sheet Metal for an Industrial Hot Stamping Process. In: <i>Proceedings
    of 7th International Conference on Hot Sheet Metal Forming of High-Performance
    Steel</i>. ; 2019:585-593.'
  apa: Pfeifer, F., Dietrich, A., Marten, T., Tröster, T., &#38; Nacke, B. (2019).
    Investigation on Inductive Heating of Sheet Metal for an Industrial Hot Stamping
    Process. In <i>Proceedings of 7th International Conference on Hot Sheet Metal
    Forming of High-Performance Steel</i> (pp. 585–593). Luleå.
  bibtex: '@inproceedings{Pfeifer_Dietrich_Marten_Tröster_Nacke_2019, title={Investigation
    on Inductive Heating of Sheet Metal for an Industrial Hot Stamping Process}, booktitle={Proceedings
    of 7th International Conference on Hot Sheet Metal Forming of High-Performance
    Steel}, author={Pfeifer, Florian and Dietrich, André and Marten, Thorsten and
    Tröster, Thomas and Nacke, Bernard}, year={2019}, pages={585–593} }'
  chicago: Pfeifer, Florian, André Dietrich, Thorsten Marten, Thomas Tröster, and
    Bernard Nacke. “Investigation on Inductive Heating of Sheet Metal for an Industrial
    Hot Stamping Process.” In <i>Proceedings of 7th International Conference on Hot
    Sheet Metal Forming of High-Performance Steel</i>, 585–93, 2019.
  ieee: F. Pfeifer, A. Dietrich, T. Marten, T. Tröster, and B. Nacke, “Investigation
    on Inductive Heating of Sheet Metal for an Industrial Hot Stamping Process,” in
    <i>Proceedings of 7th International Conference on Hot Sheet Metal Forming of High-Performance
    Steel</i>, Luleå, 2019, pp. 585–593.
  mla: Pfeifer, Florian, et al. “Investigation on Inductive Heating of Sheet Metal
    for an Industrial Hot Stamping Process.” <i>Proceedings of 7th International Conference
    on Hot Sheet Metal Forming of High-Performance Steel</i>, 2019, pp. 585–93.
  short: 'F. Pfeifer, A. Dietrich, T. Marten, T. Tröster, B. Nacke, in: Proceedings
    of 7th International Conference on Hot Sheet Metal Forming of High-Performance
    Steel, 2019, pp. 585–593.'
conference:
  end_date: 2019-06-05
  location: Luleå
  name: 7th International Conference on Hot Sheet Metal Forming of High-Performance
    Steel
  start_date: 2091-06-02
date_created: 2020-04-21T13:39:45Z
date_updated: 2022-01-06T06:52:56Z
department:
- _id: '149'
language:
- iso: eng
page: 585-593
publication: Proceedings of 7th International Conference on Hot Sheet Metal Forming
  of High-Performance Steel
publication_identifier:
  isbn:
  - 978-3-95735-104-3
status: public
title: Investigation on Inductive Heating of Sheet Metal for an Industrial Hot Stamping
  Process
type: conference
user_id: '22717'
year: '2019'
...
---
_id: '16794'
author:
- first_name: Jan André
  full_name: Striewe, Jan André
  id: '29413'
  last_name: Striewe
- first_name: Robert
  full_name: Thomas, Robert
  last_name: Thomas
- first_name: Fabian
  full_name: Fischer, Fabian
  last_name: Fischer
- first_name: Timo
  full_name: Wiens, Timo
  last_name: Wiens
- first_name: Thomas
  full_name: Tröster, Thomas
  id: '553'
  last_name: Tröster
citation:
  ama: 'Striewe JA, Thomas R, Fischer F, Wiens T, Tröster T. Energieabsorptions- und
    Versagensverhalten eines automobilen Seitenschwellers mit lokaler Verstärkung
    aus kohlenstofffaserverstärktem Kunststoff nach Alterung. In: Sankt Augustin:
    DGM-Inventum GmbH ; 2019.'
  apa: 'Striewe, J. A., Thomas, R., Fischer, F., Wiens, T., &#38; Tröster, T. (2019).
    Energieabsorptions- und Versagensverhalten eines automobilen Seitenschwellers
    mit lokaler Verstärkung aus kohlenstofffaserverstärktem Kunststoff nach Alterung.
    Presented at the Tagung Werkstoffprüfung 2019, Sankt Augustin: DGM-Inventum GmbH
    .'
  bibtex: '@inproceedings{Striewe_Thomas_Fischer_Wiens_Tröster_2019, place={Sankt
    Augustin}, title={Energieabsorptions- und Versagensverhalten eines automobilen
    Seitenschwellers mit lokaler Verstärkung aus kohlenstofffaserverstärktem Kunststoff
    nach Alterung}, publisher={DGM-Inventum GmbH }, author={Striewe, Jan André and
    Thomas, Robert and Fischer, Fabian and Wiens, Timo and Tröster, Thomas}, year={2019}
    }'
  chicago: 'Striewe, Jan André, Robert Thomas, Fabian Fischer, Timo Wiens, and Thomas
    Tröster. “Energieabsorptions- Und Versagensverhalten Eines Automobilen Seitenschwellers
    Mit Lokaler Verstärkung Aus Kohlenstofffaserverstärktem Kunststoff Nach Alterung.”
    Sankt Augustin: DGM-Inventum GmbH , 2019.'
  ieee: J. A. Striewe, R. Thomas, F. Fischer, T. Wiens, and T. Tröster, “Energieabsorptions-
    und Versagensverhalten eines automobilen Seitenschwellers mit lokaler Verstärkung
    aus kohlenstofffaserverstärktem Kunststoff nach Alterung,” presented at the Tagung
    Werkstoffprüfung 2019, Neu-Ulm, 2019.
  mla: Striewe, Jan André, et al. <i>Energieabsorptions- Und Versagensverhalten Eines
    Automobilen Seitenschwellers Mit Lokaler Verstärkung Aus Kohlenstofffaserverstärktem
    Kunststoff Nach Alterung</i>. DGM-Inventum GmbH , 2019.
  short: 'J.A. Striewe, R. Thomas, F. Fischer, T. Wiens, T. Tröster, in: DGM-Inventum
    GmbH , Sankt Augustin, 2019.'
conference:
  end_date: 04.12.2019
  location: Neu-Ulm
  name: Tagung Werkstoffprüfung 2019
  start_date: 03.12.2019
date_created: 2020-04-22T06:43:46Z
date_updated: 2022-01-06T06:52:56Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
- _id: '9'
language:
- iso: eng
place: Sankt Augustin
publisher: 'DGM-Inventum GmbH '
status: public
title: Energieabsorptions- und Versagensverhalten eines automobilen Seitenschwellers
  mit lokaler Verstärkung aus kohlenstofffaserverstärktem Kunststoff nach Alterung
type: conference
user_id: '29413'
year: '2019'
...
---
_id: '16825'
author:
- first_name: Dominik
  full_name: Ahlers, Dominik
  id: '11207'
  last_name: Ahlers
- first_name: Thomas
  full_name: Tröster, Thomas
  id: '553'
  last_name: Tröster
citation:
  ama: 'Ahlers D, Tröster T. <i>Performance Parameters and HIP Routes for Additively
    Manufactured Titanium Alloy Ti6Al4V</i>. Maastricht: EuroPM; 2019.'
  apa: 'Ahlers, D., &#38; Tröster, T. (2019). <i>Performance Parameters and HIP Routes
    for additively manufactured titanium alloy Ti6Al4V</i>. Maastricht: EuroPM.'
  bibtex: '@book{Ahlers_Tröster_2019, place={Maastricht}, series={EuroPM 2019 Congress
    &#38; Exhibition – SIS: Optimising the Properties of AM Parts using Hot Isostatic
    Pressing}, title={Performance Parameters and HIP Routes for additively manufactured
    titanium alloy Ti6Al4V}, publisher={EuroPM}, author={Ahlers, Dominik and Tröster,
    Thomas}, year={2019}, collection={EuroPM 2019 Congress &#38; Exhibition – SIS:
    Optimising the Properties of AM Parts using Hot Isostatic Pressing} }'
  chicago: 'Ahlers, Dominik, and Thomas Tröster. <i>Performance Parameters and HIP
    Routes for Additively Manufactured Titanium Alloy Ti6Al4V</i>. EuroPM 2019 Congress
    &#38; Exhibition – SIS: Optimising the Properties of AM Parts Using Hot Isostatic
    Pressing. Maastricht: EuroPM, 2019.'
  ieee: 'D. Ahlers and T. Tröster, <i>Performance Parameters and HIP Routes for additively
    manufactured titanium alloy Ti6Al4V</i>. Maastricht: EuroPM, 2019.'
  mla: Ahlers, Dominik, and Thomas Tröster. <i>Performance Parameters and HIP Routes
    for Additively Manufactured Titanium Alloy Ti6Al4V</i>. EuroPM, 2019.
  short: D. Ahlers, T. Tröster, Performance Parameters and HIP Routes for Additively
    Manufactured Titanium Alloy Ti6Al4V, EuroPM, Maastricht, 2019.
date_created: 2020-04-22T13:01:09Z
date_updated: 2022-01-06T06:52:57Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
- _id: '219'
language:
- iso: eng
place: Maastricht
publisher: EuroPM
series_title: 'EuroPM 2019 Congress & Exhibition – SIS: Optimising the Properties
  of AM Parts using Hot Isostatic Pressing'
status: public
title: Performance Parameters and HIP Routes for additively manufactured titanium
  alloy Ti6Al4V
type: misc
user_id: '11207'
year: '2019'
...
---
_id: '16826'
author:
- first_name: Alan Adam
  full_name: Camberg, Alan Adam
  id: '60544'
  last_name: Camberg
- first_name: Christian
  full_name: Hielscher, Christian
  last_name: Hielscher
citation:
  ama: 'Camberg AA, Hielscher C. A holistic approach to the lightweight design of
    tailored structural components using the example of a hybrid A-pillar. In: <i>Aachen
    Body Engineering Days 2019</i>. ; 2019.'
  apa: Camberg, A. A., &#38; Hielscher, C. (2019). A holistic approach to the lightweight
    design of tailored structural components using the example of a hybrid A-pillar.
    In <i>Aachen Body Engineering Days 2019</i>. Aachen.
  bibtex: '@inproceedings{Camberg_Hielscher_2019, title={A holistic approach to the
    lightweight design of tailored structural components using the example of a hybrid
    A-pillar}, booktitle={Aachen Body Engineering Days 2019}, author={Camberg, Alan
    Adam and Hielscher, Christian}, year={2019} }'
  chicago: Camberg, Alan Adam, and Christian Hielscher. “A Holistic Approach to the
    Lightweight Design of Tailored Structural Components Using the Example of a Hybrid
    A-Pillar.” In <i>Aachen Body Engineering Days 2019</i>, 2019.
  ieee: A. A. Camberg and C. Hielscher, “A holistic approach to the lightweight design
    of tailored structural components using the example of a hybrid A-pillar,” in
    <i>Aachen Body Engineering Days 2019</i>, Aachen, 2019.
  mla: Camberg, Alan Adam, and Christian Hielscher. “A Holistic Approach to the Lightweight
    Design of Tailored Structural Components Using the Example of a Hybrid A-Pillar.”
    <i>Aachen Body Engineering Days 2019</i>, 2019.
  short: 'A.A. Camberg, C. Hielscher, in: Aachen Body Engineering Days 2019, 2019.'
conference:
  end_date: 2019-09-18
  location: Aachen
  name: Aachen Body Engineering Days (Aachener Karosserietage)
  start_date: 2019-09-17
date_created: 2020-04-22T13:55:57Z
date_updated: 2022-01-06T06:52:57Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
language:
- iso: eng
popular_science: '1'
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Aachen Body Engineering Days 2019
status: public
title: A holistic approach to the lightweight design of tailored structural components
  using the example of a hybrid A-pillar
type: conference
user_id: '60544'
year: '2019'
...
