---
_id: '63890'
abstract:
- lang: eng
  text: The computation of highly contracted electron repulsion integrals (ERIs) is
    essential to achieve quantum accuracy in atomistic simulations based on quantum
    mechanics. Its growing computational demands make energy efficiency a critical
    concern. Recent studies demonstrate FPGAs’ superior performance and energy efficiency
    for computing primitive ERIs, but the computation of highly contracted ERIs introduces
    significant algorithmic complexity and new design challenges for FPGA acceleration.In
    this work, we present SORCERI, the first streaming overlay acceleration for highly
    contracted ERI computations on FPGAs. SORCERI introduces a novel streaming Rys
    computing unit to calculate roots and weights of Rys polynomials on-chip, and
    a streaming contraction unit for the contraction of primitive ERIs. This shifts
    the design bottleneck from limited CPU-FPGA communication bandwidth to available
    FPGA computation resources. To address practical deployment challenges for a large
    number of quartet classes, we design three streaming overlays, together with an
    efficient memory transpose optimization, to cover the 21 most commonly used quartet
    classes in realistic atomistic simulations. To address the new computation constraints,
    we use flexible calculation stages with a free-running streaming architecture
    to achieve high DSP utilization and good timing closure.Experiments demonstrate
    that SORCERI achieves an average 5.96x, 1.99x, and 1.16x better performance per
    watt than libint on a 64-core AMD EPYC 7713 CPU, libintx on an Nvidia A40 GPU,
    and SERI, the prior best-performing FPGA design for primitive ERIs. Furthermore,
    SORCERI reaches a peak throughput of 44.11 GERIS (109 ERIs per second) that is
    1.52x, 1.13x, and 1.93x greater than libint, libintx and SERI, respectively. SORCERI
    will be released soon at https://github.com/SFU-HiAccel/SORCERI.
author:
- first_name: Philip
  full_name: Stachura, Philip
  last_name: Stachura
- first_name: Xin
  full_name: Wu, Xin
  id: '77439'
  last_name: Wu
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Zhenman
  full_name: Fang, Zhenman
  last_name: Fang
citation:
  ama: 'Stachura P, Wu X, Plessl C, Fang Z. SORCERI: Streaming Overlay Acceleration
    for Highly Contracted Electron Repulsion Integral Computations in Quantum Chemistry.
    In: <i>Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable
    Gate Arrays (FPGA ’26)</i>. Association for Computing Machinery; 2026:224-234.
    doi:<a href="https://doi.org/10.1145/3748173.3779198">10.1145/3748173.3779198</a>'
  apa: 'Stachura, P., Wu, X., Plessl, C., &#38; Fang, Z. (2026). SORCERI: Streaming
    Overlay Acceleration for Highly Contracted Electron Repulsion Integral Computations
    in Quantum Chemistry. <i>Proceedings of the 2026 ACM/SIGDA International Symposium
    on Field Programmable Gate Arrays (FPGA ’26)</i>, 224–234. <a href="https://doi.org/10.1145/3748173.3779198">https://doi.org/10.1145/3748173.3779198</a>'
  bibtex: '@inproceedings{Stachura_Wu_Plessl_Fang_2026, place={New York, NY, USA},
    title={SORCERI: Streaming Overlay Acceleration for Highly Contracted Electron
    Repulsion Integral Computations in Quantum Chemistry}, DOI={<a href="https://doi.org/10.1145/3748173.3779198">10.1145/3748173.3779198</a>},
    booktitle={Proceedings of the 2026 ACM/SIGDA International Symposium on Field
    Programmable Gate Arrays (FPGA ’26)}, publisher={Association for Computing Machinery},
    author={Stachura, Philip and Wu, Xin and Plessl, Christian and Fang, Zhenman},
    year={2026}, pages={224–234} }'
  chicago: 'Stachura, Philip, Xin Wu, Christian Plessl, and Zhenman Fang. “SORCERI:
    Streaming Overlay Acceleration for Highly Contracted Electron Repulsion Integral
    Computations in Quantum Chemistry.” In <i>Proceedings of the 2026 ACM/SIGDA International
    Symposium on Field Programmable Gate Arrays (FPGA ’26)</i>, 224–34. New York,
    NY, USA: Association for Computing Machinery, 2026. <a href="https://doi.org/10.1145/3748173.3779198">https://doi.org/10.1145/3748173.3779198</a>.'
  ieee: 'P. Stachura, X. Wu, C. Plessl, and Z. Fang, “SORCERI: Streaming Overlay Acceleration
    for Highly Contracted Electron Repulsion Integral Computations in Quantum Chemistry,”
    in <i>Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable
    Gate Arrays (FPGA ’26)</i>, 2026, pp. 224–234, doi: <a href="https://doi.org/10.1145/3748173.3779198">10.1145/3748173.3779198</a>.'
  mla: 'Stachura, Philip, et al. “SORCERI: Streaming Overlay Acceleration for Highly
    Contracted Electron Repulsion Integral Computations in Quantum Chemistry.” <i>Proceedings
    of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays
    (FPGA ’26)</i>, Association for Computing Machinery, 2026, pp. 224–34, doi:<a
    href="https://doi.org/10.1145/3748173.3779198">10.1145/3748173.3779198</a>.'
  short: 'P. Stachura, X. Wu, C. Plessl, Z. Fang, in: Proceedings of the 2026 ACM/SIGDA
    International Symposium on Field Programmable Gate Arrays (FPGA ’26), Association
    for Computing Machinery, New York, NY, USA, 2026, pp. 224–234.'
date_created: 2026-02-06T06:43:22Z
date_updated: 2026-02-09T09:16:32Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3748173.3779198
keyword:
- electron repulsion integrals
- quantum chemistry
- atomistic simulation
- overlay architecture
- fpga acceleration
language:
- iso: eng
main_file_link:
- url: https://dl.acm.org/doi/10.1145/3748173.3779198
page: 224-234
place: New York, NY, USA
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable
  Gate Arrays (FPGA '26)
publication_identifier:
  isbn:
  - '9798400720796'
publication_status: published
publisher: Association for Computing Machinery
status: public
title: 'SORCERI: Streaming Overlay Acceleration for Highly Contracted Electron Repulsion
  Integral Computations in Quantum Chemistry'
type: conference
user_id: '77439'
year: '2026'
...
---
_id: '64916'
abstract:
- lang: eng
  text: The joining of dissimilar materials, such as steel and aluminum, entails significant
    challenges during thermal curing processes due to differing coefficients of thermal
    expansion. This study addresses the formation of “viscous fingering” instabilities
    in structural adhesive joints, which are induced by thermally driven relative
    displacements during the liquid phase of the adhesive. Using a component-like
    specimen “bridge specimen,” the dependency of this phenomenon on process temperature
    and structural stiffness (rivet distance) was characterized. Experimental results
    reveal that while the relative displacement scales cubically with the free buckling
    length, the resulting adhesive area reduction follows an exponential trend, leading
    to a loss of effective bond area of up to 79%, which significantly compromises
    the joint strength in automotive applications. To predict these process-induced
    defects, a thermo-chemo-viscoelastic-viscoplastic adhesive model implemented in
    LS-DYNA was applied. The model combines curing kinetics, viscoelastic relaxation,
    and pressure-dependent plasticity and features a geometric damage parameter (D)
    that captures the adhesive area reduction caused by viscous fingering as an exponential
    function of the accumulated normal strain in the liquid phase. This damage parameter,
    calibrated on base-specimen level, was transferred to the component geometry.
    The simulation demonstrated high predictive accuracy with a maximum deviation
    of the adhesive area reduction of 3.1% compared to experimental data. This validates
    the model’s capability to predict manufacturing-induced damage in complex hybrid
    structures solely based on thermal boundary conditions.
article_type: original
author:
- first_name: Mohamad
  full_name: Al Trjman, Mohamad
  id: '65415'
  last_name: Al Trjman
- first_name: Felix
  full_name: Beule, Felix
  id: '66192'
  last_name: Beule
- first_name: Dominik
  full_name: Teutenberg, Dominik
  id: '537'
  last_name: Teutenberg
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
- first_name: Julia
  full_name: Riese, Julia
  id: '101499'
  last_name: Riese
  orcid: 0000-0002-3053-0534
citation:
  ama: Al Trjman M, Beule F, Teutenberg D, Meschut G, Riese J. Experimental characterization
    and numerical analysis of the influence of the CED coating process on viscous
    fingering formation in hybrid-jointed mixed structures. <i>The Journal of Adhesion</i>.
    Published online 2026:1-24. doi:<a href="https://doi.org/10.1080/00218464.2026.2644394">10.1080/00218464.2026.2644394</a>
  apa: Al Trjman, M., Beule, F., Teutenberg, D., Meschut, G., &#38; Riese, J. (2026).
    Experimental characterization and numerical analysis of the influence of the CED
    coating process on viscous fingering formation in hybrid-jointed mixed structures.
    <i>The Journal of Adhesion</i>, 1–24. <a href="https://doi.org/10.1080/00218464.2026.2644394">https://doi.org/10.1080/00218464.2026.2644394</a>
  bibtex: '@article{Al Trjman_Beule_Teutenberg_Meschut_Riese_2026, title={Experimental
    characterization and numerical analysis of the influence of the CED coating process
    on viscous fingering formation in hybrid-jointed mixed structures}, DOI={<a href="https://doi.org/10.1080/00218464.2026.2644394">10.1080/00218464.2026.2644394</a>},
    journal={The Journal of Adhesion}, publisher={Informa UK Limited}, author={Al
    Trjman, Mohamad and Beule, Felix and Teutenberg, Dominik and Meschut, Gerson and
    Riese, Julia}, year={2026}, pages={1–24} }'
  chicago: Al Trjman, Mohamad, Felix Beule, Dominik Teutenberg, Gerson Meschut, and
    Julia Riese. “Experimental Characterization and Numerical Analysis of the Influence
    of the CED Coating Process on Viscous Fingering Formation in Hybrid-Jointed Mixed
    Structures.” <i>The Journal of Adhesion</i>, 2026, 1–24. <a href="https://doi.org/10.1080/00218464.2026.2644394">https://doi.org/10.1080/00218464.2026.2644394</a>.
  ieee: 'M. Al Trjman, F. Beule, D. Teutenberg, G. Meschut, and J. Riese, “Experimental
    characterization and numerical analysis of the influence of the CED coating process
    on viscous fingering formation in hybrid-jointed mixed structures,” <i>The Journal
    of Adhesion</i>, pp. 1–24, 2026, doi: <a href="https://doi.org/10.1080/00218464.2026.2644394">10.1080/00218464.2026.2644394</a>.'
  mla: Al Trjman, Mohamad, et al. “Experimental Characterization and Numerical Analysis
    of the Influence of the CED Coating Process on Viscous Fingering Formation in
    Hybrid-Jointed Mixed Structures.” <i>The Journal of Adhesion</i>, Informa UK Limited,
    2026, pp. 1–24, doi:<a href="https://doi.org/10.1080/00218464.2026.2644394">10.1080/00218464.2026.2644394</a>.
  short: M. Al Trjman, F. Beule, D. Teutenberg, G. Meschut, J. Riese, The Journal
    of Adhesion (2026) 1–24.
date_created: 2026-03-14T18:43:41Z
date_updated: 2026-03-14T19:04:46Z
ddc:
- '620'
- '670'
- '660'
department:
- _id: '9'
doi: 10.1080/00218464.2026.2644394
file:
- access_level: closed
  content_type: application/pdf
  creator: mohamada
  date_created: 2026-03-14T18:50:31Z
  date_updated: 2026-03-14T18:50:31Z
  file_id: '64917'
  file_name: Experimental characterization and numerical analysis of the influence
    of the CED coating process on viscous fingering formation in hybrid-jointed mixe.pdf
  file_size: 14668789
  relation: main_file
  success: 1
file_date_updated: 2026-03-14T18:50:31Z
has_accepted_license: '1'
keyword:
- Adhesive area reduction
- CED coating process
- delta alpha problem
- epoxy structural adhesive
- influence of manufacture
- multi-material design
- numerical simulation (FEM)
- relative displacements
- viscous fingering (saffman-taylor-instability).
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 1-24
publication: The Journal of Adhesion
publication_identifier:
  issn:
  - 0021-8464
  - 1545-5823
publication_status: published
publisher: Informa UK Limited
status: public
title: Experimental characterization and numerical analysis of the influence of the
  CED coating process on viscous fingering formation in hybrid-jointed mixed structures
type: journal_article
user_id: '65415'
year: '2026'
...
---
_id: '65495'
abstract:
- lang: eng
  text: "This paper presents a holistic framework for the transition from diesel to
    electric bus networks,\r\ncrucial for meeting EU regulations targeting 100% zero-emission
    urban buses by\r\n2035. We employ a two-phase solution framework: in phase 1,
    we solve the Charging Location\r\nand Electric Vehicle Scheduling Problem to generate
    vehicle schedules that are feasible\r\nfor electric operation; in phase 2, these
    schedules serve as input to a multi-period transition\r\nplanning model that minimizes
    the total cost of ownership while determining fleet\r\nreplacement and charging
    infrastructure deployment. Our experiments show that schedules\r\nobtained from
    solving the integrated charging location and vehicle scheduling problem\r\nsignificantly
    outperform traditional methods, resulting in lower total cost of ownership. Additionally,\r\ntransition
    plans reduce local emissions by up to 85% compared to a diesel-only\r\nscenario.
    We find that vehicle rotations with long distances and sufficient idle time are\r\nprioritized
    for electrification, enabling earlier emission reductions and cost savings. This\r\nhighlights
    the importance of adopting vehicle scheduling tailored for electric buses, rather\r\nthan
    relying on legacy diesel schedules."
article_type: original
author:
- first_name: Miriam
  full_name: Stumpe, Miriam
  id: '64135'
  last_name: Stumpe
- first_name: David
  full_name: Rößler-von Saß, David
  last_name: Rößler-von Saß
- first_name: Kliewer
  full_name: Natalia, Kliewer
  last_name: Natalia
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: Stumpe M, Rößler-von Saß D, Natalia K, Schryen G. Impact of Vehicle Scheduling
    and Strategic Transition Planning on Zero-Emission Bus Systems. <i>Transportation
    Research Interdisciplinary Perspectives</i>.
  apa: Stumpe, M., Rößler-von Saß, D., Natalia, K., &#38; Schryen, G. (n.d.). Impact
    of Vehicle Scheduling and Strategic Transition Planning on Zero-Emission Bus Systems.
    <i>Transportation Research Interdisciplinary Perspectives</i>.
  bibtex: '@article{Stumpe_Rößler-von Saß_Natalia_Schryen, title={Impact of Vehicle
    Scheduling and Strategic Transition Planning on Zero-Emission Bus Systems}, journal={Transportation
    Research Interdisciplinary Perspectives}, author={Stumpe, Miriam and Rößler-von
    Saß, David and Natalia, Kliewer and Schryen, Guido} }'
  chicago: Stumpe, Miriam, David Rößler-von Saß, Kliewer Natalia, and Guido Schryen.
    “Impact of Vehicle Scheduling and Strategic Transition Planning on Zero-Emission
    Bus Systems.” <i>Transportation Research Interdisciplinary Perspectives</i>, n.d.
  ieee: M. Stumpe, D. Rößler-von Saß, K. Natalia, and G. Schryen, “Impact of Vehicle
    Scheduling and Strategic Transition Planning on Zero-Emission Bus Systems,” <i>Transportation
    Research Interdisciplinary Perspectives</i>.
  mla: Stumpe, Miriam, et al. “Impact of Vehicle Scheduling and Strategic Transition
    Planning on Zero-Emission Bus Systems.” <i>Transportation Research Interdisciplinary
    Perspectives</i>.
  short: M. Stumpe, D. Rößler-von Saß, K. Natalia, G. Schryen, Transportation Research
    Interdisciplinary Perspectives (n.d.).
date_created: 2026-04-24T09:13:39Z
date_updated: 2026-04-27T09:31:42Z
keyword:
- electric bus
- multi-period planning
- electric vehicle scheduling
- charging infrastructure
- fleet replacement
language:
- iso: eng
publication: Transportation Research Interdisciplinary Perspectives
publication_status: accepted
quality_controlled: '1'
status: public
title: Impact of Vehicle Scheduling and Strategic Transition Planning on Zero-Emission
  Bus Systems
type: journal_article
user_id: '40298'
year: '2026'
...
---
_id: '65757'
abstract:
- lang: eng
  text: Electrifying the heating sector is essential for achieving global climate
    targets like the Paris Agreement’s 1.5 °C goal. In Germany, where 80  % of household
    energy goes to space heating and hot water, shifting to low-carbon solutions is
    crucial. Fossil-fuelled district heating networks can incorporate renewable energy
    via heat pumps, improving efficiency. Although heat pump design typically favours
    minimal temperature lifts, higher lifts can be economically viable with low electricity
    prices and abundant renewables. Adding thermal energy storage boosts operational
    flexibility. This study explores a flexible heat pump operation incorporating
    part load behaviour with a thermal energy storage in a German city’s district
    heating system to minimise costs and carbon dioxide emissions. Using a mixed-integer
    linear programming model, it examines the impact of temperature adjustments and
    storage on system efficiency. The results show that the integration of a heat
    pump in a district heating system reduces operating costs. Compared to a supply
    without a heat pump, with levelised cost of heating of 9.98 cent/kWhth and a fixed
    operating mode with costs between 9.96 cent/kWhth and 11.49 cent/kWhth, the flexible
    use results in lowest costs of 9.85 cent/kWhth, while also reducing overall CO2
    emissions. Using a full factorial sensitivity analysis, the levelised cost of
    heating ranged between 9.15 cent/kWhth in the best case and 10.37 cent/kWhth in
    the worst case for the selected configuration.
article_number: '121714'
article_type: original
author:
- first_name: Henning Christoph
  full_name: Rahlf, Henning Christoph
  id: '56955'
  last_name: Rahlf
  orcid: 0009-0006-8106-2132
- first_name: Denis
  full_name: Divkovic, Denis
  id: '89059'
  last_name: Divkovic
- first_name: Lukas
  full_name: Knorr, Lukas
  id: '90391'
  last_name: Knorr
  orcid: 0009-0005-4727-7511
- first_name: Florian
  full_name: Schlosser, Florian
  id: '88614'
  last_name: Schlosser
- first_name: Henning
  full_name: Meschede, Henning
  id: '86954'
  last_name: Meschede
  orcid: 0000-0002-1538-089X
citation:
  ama: Rahlf HC, Divkovic D, Knorr L, Schlosser F, Meschede H. Flexible operation
    strategies for heat pumps in district heating systems using dynamic electricity
    prices. <i>Energy Conversion and Management</i>. 2026;364. doi:<a href="https://doi.org/10.1016/j.enconman.2026.121714">10.1016/j.enconman.2026.121714</a>
  apa: Rahlf, H. C., Divkovic, D., Knorr, L., Schlosser, F., &#38; Meschede, H. (2026).
    Flexible operation strategies for heat pumps in district heating systems using
    dynamic electricity prices. <i>Energy Conversion and Management</i>, <i>364</i>,
    Article 121714. <a href="https://doi.org/10.1016/j.enconman.2026.121714">https://doi.org/10.1016/j.enconman.2026.121714</a>
  bibtex: '@article{Rahlf_Divkovic_Knorr_Schlosser_Meschede_2026, title={Flexible
    operation strategies for heat pumps in district heating systems using dynamic
    electricity prices}, volume={364}, DOI={<a href="https://doi.org/10.1016/j.enconman.2026.121714">10.1016/j.enconman.2026.121714</a>},
    number={121714}, journal={Energy Conversion and Management}, publisher={Elsevier
    BV}, author={Rahlf, Henning Christoph and Divkovic, Denis and Knorr, Lukas and
    Schlosser, Florian and Meschede, Henning}, year={2026} }'
  chicago: Rahlf, Henning Christoph, Denis Divkovic, Lukas Knorr, Florian Schlosser,
    and Henning Meschede. “Flexible Operation Strategies for Heat Pumps in District
    Heating Systems Using Dynamic Electricity Prices.” <i>Energy Conversion and Management</i>
    364 (2026). <a href="https://doi.org/10.1016/j.enconman.2026.121714">https://doi.org/10.1016/j.enconman.2026.121714</a>.
  ieee: 'H. C. Rahlf, D. Divkovic, L. Knorr, F. Schlosser, and H. Meschede, “Flexible
    operation strategies for heat pumps in district heating systems using dynamic
    electricity prices,” <i>Energy Conversion and Management</i>, vol. 364, Art. no.
    121714, 2026, doi: <a href="https://doi.org/10.1016/j.enconman.2026.121714">10.1016/j.enconman.2026.121714</a>.'
  mla: Rahlf, Henning Christoph, et al. “Flexible Operation Strategies for Heat Pumps
    in District Heating Systems Using Dynamic Electricity Prices.” <i>Energy Conversion
    and Management</i>, vol. 364, 121714, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.enconman.2026.121714">10.1016/j.enconman.2026.121714</a>.
  short: H.C. Rahlf, D. Divkovic, L. Knorr, F. Schlosser, H. Meschede, Energy Conversion
    and Management 364 (2026).
date_created: 2026-06-03T06:34:27Z
date_updated: 2026-06-03T06:44:31Z
department:
- _id: '644'
- _id: '534'
doi: 10.1016/j.enconman.2026.121714
intvolume: '       364'
keyword:
- Heat transition
- Optimisation
- Temperature flexibility
- Decarbonisation
- Multi energy
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S0196890426006837
oa: '1'
project:
- _id: '1495'
  name: FlexLabQuartier
publication: Energy Conversion and Management
publication_identifier:
  issn:
  - 0196-8904
publication_status: published
publisher: Elsevier BV
status: public
title: Flexible operation strategies for heat pumps in district heating systems using
  dynamic electricity prices
type: journal_article
user_id: '56955'
volume: 364
year: '2026'
...
---
_id: '65857'
abstract:
- lang: eng
  text: 'This paper presents a holistic framework for the transition from diesel to
    electric bus networks, crucial for meeting EU regulations targeting 100% zero-emission
    urban buses by 2035. We employ a two-phase solution framework: in phase 1, we
    solve the Charging Location and Electric Vehicle Scheduling Problem to generate
    vehicle schedules that are feasible for electric operation; in phase 2, these
    schedules serve as input to a multi-period transition planning model that minimizes
    the total cost of ownership while determining fleet replacement and charging infrastructure
    deployment. Our experiments show that schedules obtained from solving the integrated
    charging location and vehicle scheduling problem significantly outperform traditional
    methods, resulting in lower total cost of ownership. Additionally, transition
    plans reduce local emissions by up to 85% compared to a diesel-only scenario.
    We find that vehicle rotations with long distances and sufficient idle time are
    prioritized for electrification, enabling earlier emission reductions and cost
    savings. This highlights the importance of adopting vehicle scheduling tailored
    for electric buses, rather than relying on legacy diesel schedules.'
article_number: '102008'
article_type: original
author:
- first_name: Miriam
  full_name: Stumpe, Miriam
  id: '64135'
  last_name: Stumpe
- first_name: David
  full_name: Rößler-von Saß, David
  last_name: Rößler-von Saß
- first_name: Natalia
  full_name: Kliewer, Natalia
  last_name: Kliewer
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: Stumpe M, Rößler-von Saß D, Kliewer N, Schryen G. Impact of vehicle scheduling
    and strategic transition planning on zero-emission bus systems. <i>Transportation
    Research Interdisciplinary Perspectives</i>. 2026;38. doi:<a href="https://doi.org/10.1016/j.trip.2026.102008">10.1016/j.trip.2026.102008</a>
  apa: Stumpe, M., Rößler-von Saß, D., Kliewer, N., &#38; Schryen, G. (2026). Impact
    of vehicle scheduling and strategic transition planning on zero-emission bus systems.
    <i>Transportation Research Interdisciplinary Perspectives</i>, <i>38</i>, Article
    102008. <a href="https://doi.org/10.1016/j.trip.2026.102008">https://doi.org/10.1016/j.trip.2026.102008</a>
  bibtex: '@article{Stumpe_Rößler-von Saß_Kliewer_Schryen_2026, title={Impact of vehicle
    scheduling and strategic transition planning on zero-emission bus systems}, volume={38},
    DOI={<a href="https://doi.org/10.1016/j.trip.2026.102008">10.1016/j.trip.2026.102008</a>},
    number={102008}, journal={Transportation Research Interdisciplinary Perspectives},
    publisher={Elsevier BV}, author={Stumpe, Miriam and Rößler-von Saß, David and
    Kliewer, Natalia and Schryen, Guido}, year={2026} }'
  chicago: Stumpe, Miriam, David Rößler-von Saß, Natalia Kliewer, and Guido Schryen.
    “Impact of Vehicle Scheduling and Strategic Transition Planning on Zero-Emission
    Bus Systems.” <i>Transportation Research Interdisciplinary Perspectives</i> 38
    (2026). <a href="https://doi.org/10.1016/j.trip.2026.102008">https://doi.org/10.1016/j.trip.2026.102008</a>.
  ieee: 'M. Stumpe, D. Rößler-von Saß, N. Kliewer, and G. Schryen, “Impact of vehicle
    scheduling and strategic transition planning on zero-emission bus systems,” <i>Transportation
    Research Interdisciplinary Perspectives</i>, vol. 38, Art. no. 102008, 2026, doi:
    <a href="https://doi.org/10.1016/j.trip.2026.102008">10.1016/j.trip.2026.102008</a>.'
  mla: Stumpe, Miriam, et al. “Impact of Vehicle Scheduling and Strategic Transition
    Planning on Zero-Emission Bus Systems.” <i>Transportation Research Interdisciplinary
    Perspectives</i>, vol. 38, 102008, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.trip.2026.102008">10.1016/j.trip.2026.102008</a>.
  short: M. Stumpe, D. Rößler-von Saß, N. Kliewer, G. Schryen, Transportation Research
    Interdisciplinary Perspectives 38 (2026).
date_created: 2026-06-13T06:38:22Z
date_updated: 2026-06-13T06:46:16Z
ddc:
- '000'
department:
- _id: '277'
doi: 10.1016/j.trip.2026.102008
file:
- access_level: closed
  content_type: application/pdf
  creator: schryen
  date_created: 2026-06-13T06:45:51Z
  date_updated: 2026-06-13T06:45:51Z
  file_id: '65858'
  file_name: ELSEVIER ARTICLE.pdf
  file_size: 1379145
  relation: main_file
  success: 1
file_date_updated: 2026-06-13T06:45:51Z
has_accepted_license: '1'
intvolume: '        38'
keyword:
- Electric bus
- Multi-period planning
- Electric vehicle scheduling
- Charging infrastructure
- Fleet replacement
language:
- iso: eng
publication: Transportation Research Interdisciplinary Perspectives
publication_identifier:
  issn:
  - 2590-1982
publication_status: published
publisher: Elsevier BV
status: public
title: Impact of vehicle scheduling and strategic transition planning on zero-emission
  bus systems
type: journal_article
user_id: '72850'
volume: 38
year: '2026'
...
---
_id: '66001'
abstract:
- lang: eng
  text: Expanding renewable energy sources is essential for a sustainable energy supply
    but challenges grid stability, as the volatility of solar and wind causes periods
    of over- and undersupply. Private households are central to this transition, combining
    dynamic consumption with decentralised generation. This paper presents a multi-agent
    microgrid simulation built on the Mesa framework, focusing on the heterogeneous
    objectives and technological capabilities of residential participants. Households
    are modelled as autonomous agents with individual strategies, while a dedicated
    “grid agent” represents the distribution system operator and regulates the microgrid
    in a grid-supportive manner. The emission factor serves as the key indicator for
    grid-friendly behaviour. Results show that in summer, unmanaged PV feed-in from
    heterogeneous households causes substantial grid stress and balancing effort for
    the distribution system operator. Dynamic electricity prices can incentivise grid-friendly
    dispatch, but their effectiveness depends on the correlation between price signals
    and renewable availability and cannot guarantee grid-supportive behaviour alone.
    The grid agent reliably improves the grid-supportive coefficient, yet its operating
    strategy, for instance additional peak-reduction objectives, can interfere with
    price-based incentives. Effective demand-side management therefore requires careful
    analysis of stakeholder interactions. Building on this insight, thepaper provides
    a basic framework for the design, implementation, and assessment of both integrated
    and individual energy management strategies within a microgrid environment. By
    simulating the dynamic interactions among system participants and strategies,
    it enables comprehensive evaluation of their collective impact on the grid, supporting
    the development of robust solutions for future electricity networks.
author:
- first_name: Kevin
  full_name: Henne, Kevin
  id: '56918'
  last_name: Henne
- first_name: Henning Christoph
  full_name: Rahlf, Henning Christoph
  id: '56955'
  last_name: Rahlf
  orcid: 0009-0006-8106-2132
- first_name: Marius
  full_name: Naumann, Marius
  id: '94950'
  last_name: Naumann
- first_name: Henning
  full_name: Meschede, Henning
  id: '86954'
  last_name: Meschede
  orcid: 0000-0002-1538-089X
citation:
  ama: 'Henne K, Rahlf HC, Naumann M, Meschede H. Towards Stakeholder-Aware Demand-Side
    management assessment in heterogeneous residential Microgrids: A Multi-Agent approach.
    <i>Energy Conversion and Management: X</i>. 2026;31:102030. doi:<a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>'
  apa: 'Henne, K., Rahlf, H. C., Naumann, M., &#38; Meschede, H. (2026). Towards Stakeholder-Aware
    Demand-Side management assessment in heterogeneous residential Microgrids: A Multi-Agent
    approach. <i>Energy Conversion and Management: X</i>, <i>31</i>, 102030. <a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>'
  bibtex: '@article{Henne_Rahlf_Naumann_Meschede_2026, title={Towards Stakeholder-Aware
    Demand-Side management assessment in heterogeneous residential Microgrids: A Multi-Agent
    approach}, volume={31}, DOI={<a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>},
    journal={Energy Conversion and Management: X}, publisher={Elsevier}, author={Henne,
    Kevin and Rahlf, Henning Christoph and Naumann, Marius and Meschede, Henning},
    year={2026}, pages={102030} }'
  chicago: 'Henne, Kevin, Henning Christoph Rahlf, Marius Naumann, and Henning Meschede.
    “Towards Stakeholder-Aware Demand-Side Management Assessment in Heterogeneous
    Residential Microgrids: A Multi-Agent Approach.” <i>Energy Conversion and Management:
    X</i> 31 (2026): 102030. <a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>.'
  ieee: 'K. Henne, H. C. Rahlf, M. Naumann, and H. Meschede, “Towards Stakeholder-Aware
    Demand-Side management assessment in heterogeneous residential Microgrids: A Multi-Agent
    approach,” <i>Energy Conversion and Management: X</i>, vol. 31, p. 102030, 2026,
    doi: <a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>.'
  mla: 'Henne, Kevin, et al. “Towards Stakeholder-Aware Demand-Side Management Assessment
    in Heterogeneous Residential Microgrids: A Multi-Agent Approach.” <i>Energy Conversion
    and Management: X</i>, vol. 31, Elsevier, 2026, p. 102030, doi:<a href="https://doi.org/10.1016/j.ecmx.2026.102030">https://doi.org/10.1016/j.ecmx.2026.102030</a>.'
  short: 'K. Henne, H.C. Rahlf, M. Naumann, H. Meschede, Energy Conversion and Management:
    X 31 (2026) 102030.'
conference:
  end_date: 2025-10-10
  location: Dubrovnik
  name: 20th SDEWES conference
  start_date: 2025-10-05
date_created: 2026-06-19T12:27:48Z
date_updated: 2026-06-19T12:41:33Z
department:
- _id: '644'
doi: https://doi.org/10.1016/j.ecmx.2026.102030
has_accepted_license: '1'
intvolume: '        31'
keyword:
- Microgrid
- Decentralised Energy Systems
- Multi-Agent System
- Residential Demand-Side Management
- Optimisation
language:
- iso: eng
page: '102030'
publication: 'Energy Conversion and Management: X'
publication_identifier:
  issn:
  - 2590-1745
publication_status: published
publisher: Elsevier
status: public
title: 'Towards Stakeholder-Aware Demand-Side management assessment in heterogeneous
  residential Microgrids: A Multi-Agent approach'
type: journal_article
user_id: '56918'
volume: 31
year: '2026'
...
---
_id: '66288'
abstract:
- lang: eng
  text: "<jats:title>ABSTRACT:</jats:title>\r\n                  <jats:p>Engineers
    simulate system behavior to support decisions in product engineering. Leveraging
    such engineering simulation data in strategic product planning can support idea
    generation and early evaluation of design alternatives and limitations. However,
    limited resources and expertise hinder broader uptake in strategic product planning.
    This paper investigates simulator integration into automated workflows and key
    processing components to enable simulation without in-depth expertise. This approach
    improves strategic product planning by creating data-based decision support.</jats:p>"
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Niklas
  full_name: Döhner, Niklas
  id: '108017'
  last_name: Döhner
  orcid: https://orcid.org/0009-0005-7676-4036
citation:
  ama: 'Gräßler I, Döhner N. Leveraging extreme-scale simulation data: a workflow
    framework for multidisciplinary simulator integration. In: <i>Proceedings of the
    Design Society</i>. Vol 6. Cambridge University Press (CUP); 2026:357-366. doi:<a
    href="https://doi.org/10.1017/pds.2026.10394">10.1017/pds.2026.10394</a>'
  apa: 'Gräßler, I., &#38; Döhner, N. (2026). Leveraging extreme-scale simulation
    data: a workflow framework for multidisciplinary simulator integration. <i>Proceedings
    of the Design Society</i>, <i>6</i>, 357–366. <a href="https://doi.org/10.1017/pds.2026.10394">https://doi.org/10.1017/pds.2026.10394</a>'
  bibtex: '@inproceedings{Gräßler_Döhner_2026, title={Leveraging extreme-scale simulation
    data: a workflow framework for multidisciplinary simulator integration}, volume={6},
    DOI={<a href="https://doi.org/10.1017/pds.2026.10394">10.1017/pds.2026.10394</a>},
    booktitle={Proceedings of the Design Society}, publisher={Cambridge University
    Press (CUP)}, author={Gräßler, Iris and Döhner, Niklas}, year={2026}, pages={357–366}
    }'
  chicago: 'Gräßler, Iris, and Niklas Döhner. “Leveraging Extreme-Scale Simulation
    Data: A Workflow Framework for Multidisciplinary Simulator Integration.” In <i>Proceedings
    of the Design Society</i>, 6:357–66. Cambridge University Press (CUP), 2026. <a
    href="https://doi.org/10.1017/pds.2026.10394">https://doi.org/10.1017/pds.2026.10394</a>.'
  ieee: 'I. Gräßler and N. Döhner, “Leveraging extreme-scale simulation data: a workflow
    framework for multidisciplinary simulator integration,” in <i>Proceedings of the
    Design Society</i>, 2026, vol. 6, pp. 357–366, doi: <a href="https://doi.org/10.1017/pds.2026.10394">10.1017/pds.2026.10394</a>.'
  mla: 'Gräßler, Iris, and Niklas Döhner. “Leveraging Extreme-Scale Simulation Data:
    A Workflow Framework for Multidisciplinary Simulator Integration.” <i>Proceedings
    of the Design Society</i>, vol. 6, Cambridge University Press (CUP), 2026, pp.
    357–66, doi:<a href="https://doi.org/10.1017/pds.2026.10394">10.1017/pds.2026.10394</a>.'
  short: 'I. Gräßler, N. Döhner, in: Proceedings of the Design Society, Cambridge
    University Press (CUP), 2026, pp. 357–366.'
date_created: 2026-07-06T15:45:02Z
date_updated: 2026-07-06T15:50:37Z
department:
- _id: '152'
doi: 10.1017/pds.2026.10394
intvolume: '         6'
keyword:
- simulation-based design
- design tools
- multi-/cross-/trans-disciplinary approaches
- simulation data reuse
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/leveraging-extremescale-simulation-data-a-workflow-framework-for-multidisciplinary-simulator-integration/7487C465DBA5DC633F1A37609C2E3D70
oa: '1'
page: 357-366
publication: Proceedings of the Design Society
publication_identifier:
  issn:
  - 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
quality_controlled: '1'
status: public
title: 'Leveraging extreme-scale simulation data: a workflow framework for multidisciplinary
  simulator integration'
type: conference
user_id: '108017'
volume: 6
year: '2026'
...
---
_id: '55400'
abstract:
- lang: eng
  text: "This study contributes to the evolving field of robot learning in interaction\r\nwith
    humans, examining the impact of diverse input modalities on learning\r\noutcomes.
    It introduces the concept of \"meta-modalities\" which encapsulate\r\nadditional
    forms of feedback beyond the traditional preference and scalar\r\nfeedback mechanisms.
    Unlike prior research that focused on individual\r\nmeta-modalities, this work
    evaluates their combined effect on learning\r\noutcomes. Through a study with
    human participants, we explore user preferences\r\nfor these modalities and their
    impact on robot learning performance. Our\r\nfindings reveal that while individual
    modalities are perceived differently,\r\ntheir combination significantly improves
    learning behavior and usability. This\r\nresearch not only provides valuable insights
    into the optimization of\r\nhuman-robot interactive task learning but also opens
    new avenues for enhancing\r\nthe interactive freedom and scaffolding capabilities
    provided to users in such\r\nsettings."
article_type: original
author:
- first_name: Helen
  full_name: Beierling, Helen
  last_name: Beierling
- first_name: 'Robin '
  full_name: 'Beierling, Robin '
  last_name: Beierling
- first_name: Anna-Lisa
  full_name: Vollmer, Anna-Lisa
  last_name: Vollmer
citation:
  ama: Beierling H, Beierling R, Vollmer A-L. The power of combined modalities in
    interactive robot learning. <i>Frontiers in Robotics and AI</i>. 2025;12.
  apa: Beierling, H., Beierling, R., &#38; Vollmer, A.-L. (2025). The power of combined
    modalities in interactive robot learning. <i>Frontiers in Robotics and AI</i>,
    <i>12</i>.
  bibtex: '@article{Beierling_Beierling_Vollmer_2025, title={The power of combined
    modalities in interactive robot learning}, volume={12}, journal={Frontiers in
    Robotics and AI}, publisher={Frontiers }, author={Beierling, Helen and Beierling,
    Robin  and Vollmer, Anna-Lisa}, year={2025} }'
  chicago: Beierling, Helen, Robin  Beierling, and Anna-Lisa Vollmer. “The Power of
    Combined Modalities in Interactive Robot Learning.” <i>Frontiers in Robotics and
    AI</i> 12 (2025).
  ieee: H. Beierling, R. Beierling, and A.-L. Vollmer, “The power of combined modalities
    in interactive robot learning,” <i>Frontiers in Robotics and AI</i>, vol. 12,
    2025.
  mla: Beierling, Helen, et al. “The Power of Combined Modalities in Interactive Robot
    Learning.” <i>Frontiers in Robotics and AI</i>, vol. 12, Frontiers , 2025.
  short: H. Beierling, R. Beierling, A.-L. Vollmer, Frontiers in Robotics and AI 12
    (2025).
date_created: 2024-07-26T08:35:24Z
date_updated: 2025-09-17T13:38:18Z
ddc:
- '004'
extern: '1'
file:
- access_level: closed
  content_type: application/pdf
  creator: helebeen
  date_created: 2025-09-17T13:36:09Z
  date_updated: 2025-09-17T13:36:09Z
  file_id: '61331'
  file_name: frobt-12-1598968.pdf
  file_size: 36978223
  relation: main_file
  success: 1
file_date_updated: 2025-09-17T13:36:09Z
funded_apc: '1'
has_accepted_license: '1'
intvolume: '        12'
keyword:
- human-robot interaction
- human-in-the-loop learning
- reinforcement learning
- interactive robot learning
- multi-modal feedback
- learning from demonstration
- preference-based learning
- scaffolding in robot learning
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12312635/
oa: '1'
project:
- _id: '123'
  name: 'TRR 318 - B5: TRR 318 - Subproject B5'
publication: Frontiers in Robotics and AI
publication_status: published
publisher: 'Frontiers '
status: public
title: The power of combined modalities in interactive robot learning
type: journal_article
user_id: '50995'
volume: 12
year: '2025'
...
---
_id: '62066'
abstract:
- lang: eng
  text: In the context of high-performance computing (HPC) for distributed workloads,
    individual field-programmable gate arrays (FPGAs) need efficient ways to exchange
    data, which requires network infrastructure and software abstractions. Dedicated
    multi-FPGA clusters provide inter-FPGA networks for direct device to device communication.
    The oneAPI high-level synthesis toolchain offers I/O pipes to allow user kernels
    to interact with the networking ports of the FPGA board. In this work, we evaluate
    using oneAPI I/O pipes for direct FPGA-to-FPGA communication by scaling a SYCL
    implementation of a Jacobi solver on up to 25 FPGAs in the Noctua 2 cluster. We
    see good results in weak and strong scaling experiments.
author:
- first_name: Christoph
  full_name: Alt, Christoph
  id: '100625'
  last_name: Alt
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
citation:
  ama: 'Alt C, Plessl C, Kenter T. Evaluating oneAPI I/O Pipes in a Case Study of
    Scaling a SYCL Jacobi Solver to multiple FPGAs. In: <i>Proceedings of the 13th
    International Workshop on OpenCL and SYCL</i>. IWOCL ’25. Association for Computing
    Machinery; 2025. doi:<a href="https://doi.org/10.1145/3731125.3731131">10.1145/3731125.3731131</a>'
  apa: Alt, C., Plessl, C., &#38; Kenter, T. (2025). Evaluating oneAPI I/O Pipes in
    a Case Study of Scaling a SYCL Jacobi Solver to multiple FPGAs. <i>Proceedings
    of the 13th International Workshop on OpenCL and SYCL</i>. <a href="https://doi.org/10.1145/3731125.3731131">https://doi.org/10.1145/3731125.3731131</a>
  bibtex: '@inproceedings{Alt_Plessl_Kenter_2025, place={New York, NY, USA}, series={IWOCL
    ’25}, title={Evaluating oneAPI I/O Pipes in a Case Study of Scaling a SYCL Jacobi
    Solver to multiple FPGAs}, DOI={<a href="https://doi.org/10.1145/3731125.3731131">10.1145/3731125.3731131</a>},
    booktitle={Proceedings of the 13th International Workshop on OpenCL and SYCL},
    publisher={Association for Computing Machinery}, author={Alt, Christoph and Plessl,
    Christian and Kenter, Tobias}, year={2025}, collection={IWOCL ’25} }'
  chicago: 'Alt, Christoph, Christian Plessl, and Tobias Kenter. “Evaluating OneAPI
    I/O Pipes in a Case Study of Scaling a SYCL Jacobi Solver to Multiple FPGAs.”
    In <i>Proceedings of the 13th International Workshop on OpenCL and SYCL</i>. IWOCL
    ’25. New York, NY, USA: Association for Computing Machinery, 2025. <a href="https://doi.org/10.1145/3731125.3731131">https://doi.org/10.1145/3731125.3731131</a>.'
  ieee: 'C. Alt, C. Plessl, and T. Kenter, “Evaluating oneAPI I/O Pipes in a Case
    Study of Scaling a SYCL Jacobi Solver to multiple FPGAs,” 2025, doi: <a href="https://doi.org/10.1145/3731125.3731131">10.1145/3731125.3731131</a>.'
  mla: Alt, Christoph, et al. “Evaluating OneAPI I/O Pipes in a Case Study of Scaling
    a SYCL Jacobi Solver to Multiple FPGAs.” <i>Proceedings of the 13th International
    Workshop on OpenCL and SYCL</i>, Association for Computing Machinery, 2025, doi:<a
    href="https://doi.org/10.1145/3731125.3731131">10.1145/3731125.3731131</a>.
  short: 'C. Alt, C. Plessl, T. Kenter, in: Proceedings of the 13th International
    Workshop on OpenCL and SYCL, Association for Computing Machinery, New York, NY,
    USA, 2025.'
date_created: 2025-11-04T09:45:23Z
date_updated: 2025-11-04T09:47:26Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3731125.3731131
keyword:
- Multi-FPGA
- High-level Synthesis
- oneAPI
- FPGA
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: New York, NY, USA
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 13th International Workshop on OpenCL and SYCL
publication_identifier:
  isbn:
  - '9798400713606'
publisher: Association for Computing Machinery
quality_controlled: '1'
series_title: IWOCL ’25
status: public
title: Evaluating oneAPI I/O Pipes in a Case Study of Scaling a SYCL Jacobi Solver
  to multiple FPGAs
type: conference
user_id: '3145'
year: '2025'
...
---
_id: '63053'
author:
- first_name: Carlos
  full_name: Hernández, Carlos
  last_name: Hernández
- first_name: Angel E.
  full_name: Rodriguez-Fernandez, Angel E.
  last_name: Rodriguez-Fernandez
- first_name: Lennart
  full_name: Schäpermeier, Lennart
  last_name: Schäpermeier
- first_name: Oliver
  full_name: Cuate, Oliver
  last_name: Cuate
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: Oliver
  full_name: Schütze, Oliver
  last_name: Schütze
citation:
  ama: Hernández C, Rodriguez-Fernandez AE, Schäpermeier L, Cuate O, Trautmann H,
    Schütze O. An Evolutionary Approach for the Computation of ∈-Locally Optimal Solutions
    for Multi-Objective Multimodal Optimization. <i>IEEE Transactions on Evolutionary
    Computation</i>. Published online 2025:1-1. doi:<a href="https://doi.org/10.1109/TEVC.2025.3637276">10.1109/TEVC.2025.3637276</a>
  apa: Hernández, C., Rodriguez-Fernandez, A. E., Schäpermeier, L., Cuate, O., Trautmann,
    H., &#38; Schütze, O. (2025). An Evolutionary Approach for the Computation of
    ∈-Locally Optimal Solutions for Multi-Objective Multimodal Optimization. <i>IEEE
    Transactions on Evolutionary Computation</i>, 1–1. <a href="https://doi.org/10.1109/TEVC.2025.3637276">https://doi.org/10.1109/TEVC.2025.3637276</a>
  bibtex: '@article{Hernández_Rodriguez-Fernandez_Schäpermeier_Cuate_Trautmann_Schütze_2025,
    title={An Evolutionary Approach for the Computation of ∈-Locally Optimal Solutions
    for Multi-Objective Multimodal Optimization}, DOI={<a href="https://doi.org/10.1109/TEVC.2025.3637276">10.1109/TEVC.2025.3637276</a>},
    journal={IEEE Transactions on Evolutionary Computation}, author={Hernández, Carlos
    and Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Cuate, Oliver
    and Trautmann, Heike and Schütze, Oliver}, year={2025}, pages={1–1} }'
  chicago: Hernández, Carlos, Angel E. Rodriguez-Fernandez, Lennart Schäpermeier,
    Oliver Cuate, Heike Trautmann, and Oliver Schütze. “An Evolutionary Approach for
    the Computation of ∈-Locally Optimal Solutions for Multi-Objective Multimodal
    Optimization.” <i>IEEE Transactions on Evolutionary Computation</i>, 2025, 1–1.
    <a href="https://doi.org/10.1109/TEVC.2025.3637276">https://doi.org/10.1109/TEVC.2025.3637276</a>.
  ieee: 'C. Hernández, A. E. Rodriguez-Fernandez, L. Schäpermeier, O. Cuate, H. Trautmann,
    and O. Schütze, “An Evolutionary Approach for the Computation of ∈-Locally Optimal
    Solutions for Multi-Objective Multimodal Optimization,” <i>IEEE Transactions on
    Evolutionary Computation</i>, pp. 1–1, 2025, doi: <a href="https://doi.org/10.1109/TEVC.2025.3637276">10.1109/TEVC.2025.3637276</a>.'
  mla: Hernández, Carlos, et al. “An Evolutionary Approach for the Computation of
    ∈-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.” <i>IEEE
    Transactions on Evolutionary Computation</i>, 2025, pp. 1–1, doi:<a href="https://doi.org/10.1109/TEVC.2025.3637276">10.1109/TEVC.2025.3637276</a>.
  short: C. Hernández, A.E. Rodriguez-Fernandez, L. Schäpermeier, O. Cuate, H. Trautmann,
    O. Schütze, IEEE Transactions on Evolutionary Computation (2025) 1–1.
date_created: 2025-12-12T06:13:06Z
date_updated: 2025-12-12T06:13:51Z
department:
- _id: '819'
doi: 10.1109/TEVC.2025.3637276
keyword:
- Optimization
- Evolutionary computation
- Hands
- Proposals
- Convergence
- Computational efficiency
- Artificial intelligence
- Accuracy
- Approximation algorithms
- Aerospace electronics
- Multi-objective optimization
- evolutionary algorithms
- nearly optimal solutions
- multimodal optimization
- archiving
- continuation
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: An Evolutionary Approach for the Computation of ∈-Locally Optimal Solutions
  for Multi-Objective Multimodal Optimization
type: journal_article
user_id: '15504'
year: '2025'
...
---
_id: '62981'
abstract:
- lang: eng
  text: "Otus is a high-performance computing cluster that was launched in 2025 and
    is operated by the Paderborn Center for Parallel Computing (PC2) at Paderborn
    University in Germany. The system is part of the National High Performance Computing
    (NHR) initiative. Otus complements the previous supercomputer Noctua 2, offering
    approximately twice the computing power while retaining the three node types that
    were characteristic of Noctua 2: 1) CPU compute nodes with different memory capacities,
    2) high-end GPU nodes, and 3) HPC-grade FPGA nodes. On the Top500 list, which
    ranks the 500 most powerful supercomputers in the world, Otus is in position 164
    with the CPU partition and in position 255 with the GPU partition (June 2025).
    On the Green500 list, ranking the 500 most energy-efficient supercomputers in
    the world, Otus is in position 5 with the GPU partition (June 2025).\r\n\r\n\r\nThis
    article provides a comprehensive overview of the system in terms of its hardware,
    software, system integration, and its overall integration into the data center
    building to ensure energy-efficient operation. The article aims to provide unique
    insights for scientists using the system and for other centers operating HPC clusters.
    The article will be continuously updated to reflect the latest system setup and
    measurements. "
author:
- first_name: Sadaf
  full_name: Ehtesabi, Sadaf
  id: '116116'
  last_name: Ehtesabi
- first_name: Manoar
  full_name: Hossain, Manoar
  id: '114619'
  last_name: Hossain
  orcid: https://orcid.org/0000-0002-0737-7981
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Andreas
  full_name: Krawinkel, Andreas
  id: '15275'
  last_name: Krawinkel
- first_name: Lukas
  full_name: Ostermann, Lukas
  id: '69976'
  last_name: Ostermann
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Stefan
  full_name: Rohde, Stefan
  id: '34009'
  last_name: Rohde
- first_name: Robert
  full_name: Schade, Robert
  id: '75963'
  last_name: Schade
  orcid: 0000-0002-6268-5397
- first_name: Michael
  full_name: Schwarz, Michael
  id: '5312'
  last_name: Schwarz
- first_name: Jens
  full_name: Simon, Jens
  id: '15273'
  last_name: Simon
- first_name: Nils
  full_name: Winnwa, Nils
  id: '61189'
  last_name: Winnwa
- first_name: Alex
  full_name: Wiens, Alex
  id: '23522'
  last_name: Wiens
  orcid: 0000-0003-1764-9773
- first_name: Xin
  full_name: Wu, Xin
  id: '77439'
  last_name: Wu
citation:
  ama: Ehtesabi S, Hossain M, Kenter T, et al. <i>Otus Supercomputer</i>. Vol 1. Paderborn
    Center for Parallel Computing (PC2); 2025. doi:<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>
  apa: Ehtesabi, S., Hossain, M., Kenter, T., Krawinkel, A., Ostermann, L., Plessl,
    C., Riebler, H., Rohde, S., Schade, R., Schwarz, M., Simon, J., Winnwa, N., Wiens,
    A., &#38; Wu, X. (2025). <i>Otus Supercomputer</i> (Vol. 1). Paderborn Center
    for Parallel Computing (PC2). <a href="https://doi.org/10.48550/ARXIV.2512.07401">https://doi.org/10.48550/ARXIV.2512.07401</a>
  bibtex: '@book{Ehtesabi_Hossain_Kenter_Krawinkel_Ostermann_Plessl_Riebler_Rohde_Schade_Schwarz_et
    al._2025, place={Paderborn}, series={PC2 Tech­nic­al Re­port Series}, title={Otus
    Supercomputer}, volume={1}, DOI={<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>},
    publisher={Paderborn Center for Parallel Computing (PC2)}, author={Ehtesabi, Sadaf
    and Hossain, Manoar and Kenter, Tobias and Krawinkel, Andreas and Ostermann, Lukas
    and Plessl, Christian and Riebler, Heinrich and Rohde, Stefan and Schade, Robert
    and Schwarz, Michael and et al.}, year={2025}, collection={PC2 Tech­nic­al Re­port
    Series} }'
  chicago: 'Ehtesabi, Sadaf, Manoar Hossain, Tobias Kenter, Andreas Krawinkel, Lukas
    Ostermann, Christian Plessl, Heinrich Riebler, et al. <i>Otus Supercomputer</i>.
    Vol. 1. PC2 Tech­nic­al Re­port Series. Paderborn: Paderborn Center for Parallel
    Computing (PC2), 2025. <a href="https://doi.org/10.48550/ARXIV.2512.07401">https://doi.org/10.48550/ARXIV.2512.07401</a>.'
  ieee: 'S. Ehtesabi <i>et al.</i>, <i>Otus Supercomputer</i>, vol. 1. Paderborn:
    Paderborn Center for Parallel Computing (PC2), 2025.'
  mla: Ehtesabi, Sadaf, et al. <i>Otus Supercomputer</i>. Paderborn Center for Parallel
    Computing (PC2), 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>.
  short: S. Ehtesabi, M. Hossain, T. Kenter, A. Krawinkel, L. Ostermann, C. Plessl,
    H. Riebler, S. Rohde, R. Schade, M. Schwarz, J. Simon, N. Winnwa, A. Wiens, X.
    Wu, Otus Supercomputer, Paderborn Center for Parallel Computing (PC2), Paderborn,
    2025.
date_created: 2025-12-09T09:11:04Z
date_updated: 2026-03-25T11:50:31Z
ddc:
- '004'
department:
- _id: '27'
- _id: '518'
doi: 10.48550/ARXIV.2512.07401
file:
- access_level: open_access
  content_type: application/pdf
  creator: deffel
  date_created: 2025-12-09T09:19:12Z
  date_updated: 2026-03-25T11:50:30Z
  file_id: '62982'
  file_name: 2512.07401v1.pdf
  file_size: 4535595
  relation: main_file
file_date_updated: 2026-03-25T11:50:30Z
has_accepted_license: '1'
intvolume: '         1'
keyword:
- Otus
- Supercomputer
- FPGA
- PC2
- Paderborn Center for Parallel Computing
- Noctua 2
- HPC
language:
- iso: eng
oa: '1'
page: '33'
place: Paderborn
publication_status: published
publisher: Paderborn Center for Parallel Computing (PC2)
report_number: PC2TR-2025-1
series_title: PC2 Tech­nic­al Re­port Series
status: public
title: Otus Supercomputer
type: report
user_id: '23522'
volume: 1
year: '2025'
...
---
_id: '53663'
abstract:
- lang: eng
  text: 'Noctua 2 is a supercomputer operated at the Paderborn Center for Parallel
    Computing (PC2) at Paderborn University in Germany. Noctua 2 was inaugurated in
    2022 and is an Atos BullSequana XH2000 system. It consists mainly of three node
    types: 1) CPU Compute nodes with AMD EPYC processors in different main memory
    configurations, 2) GPU nodes with NVIDIA A100 GPUs, and 3) FPGA nodes with Xilinx
    Alveo U280 and Intel Stratix 10 FPGA cards. While CPUs and GPUs are known off-the-shelf
    components in HPC systems, the operation of a large number of FPGA cards from
    different vendors and a dedicated FPGA-to-FPGA network are unique characteristics
    of Noctua 2. This paper describes in detail the overall setup of Noctua 2 and
    gives insights into the operation of the cluster from a hardware, software and
    facility perspective.'
article_type: original
author:
- first_name: Carsten
  full_name: Bauer, Carsten
  id: '90082'
  last_name: Bauer
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Lukas
  full_name: Mazur, Lukas
  id: '90492'
  last_name: Mazur
  orcid: ' 0000-0001-6304-7082'
- first_name: Marius
  full_name: Meyer, Marius
  id: '40778'
  last_name: Meyer
- first_name: Holger
  full_name: Nitsche, Holger
  id: '15272'
  last_name: Nitsche
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Robert
  full_name: Schade, Robert
  id: '75963'
  last_name: Schade
  orcid: 0000-0002-6268-5397
- first_name: Michael
  full_name: Schwarz, Michael
  id: '5312'
  last_name: Schwarz
- first_name: Nils
  full_name: Winnwa, Nils
  id: '61189'
  last_name: Winnwa
- first_name: Alex
  full_name: Wiens, Alex
  id: '23522'
  last_name: Wiens
  orcid: 0000-0003-1764-9773
- first_name: Xin
  full_name: Wu, Xin
  id: '77439'
  last_name: Wu
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Jens
  full_name: Simon, Jens
  id: '15273'
  last_name: Simon
citation:
  ama: Bauer C, Kenter T, Lass M, et al. Noctua 2 Supercomputer. <i>Journal of large-scale
    research facilities</i>. 2024;9. doi:<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>
  apa: Bauer, C., Kenter, T., Lass, M., Mazur, L., Meyer, M., Nitsche, H., Riebler,
    H., Schade, R., Schwarz, M., Winnwa, N., Wiens, A., Wu, X., Plessl, C., &#38;
    Simon, J. (2024). Noctua 2 Supercomputer. <i>Journal of Large-Scale Research Facilities</i>,
    <i>9</i>. <a href="https://doi.org/10.17815/jlsrf-8-187 ">https://doi.org/10.17815/jlsrf-8-187
    </a>
  bibtex: '@article{Bauer_Kenter_Lass_Mazur_Meyer_Nitsche_Riebler_Schade_Schwarz_Winnwa_et
    al._2024, title={Noctua 2 Supercomputer}, volume={9}, DOI={<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>}, journal={Journal of large-scale research facilities},
    author={Bauer, Carsten and Kenter, Tobias and Lass, Michael and Mazur, Lukas and
    Meyer, Marius and Nitsche, Holger and Riebler, Heinrich and Schade, Robert and
    Schwarz, Michael and Winnwa, Nils and et al.}, year={2024} }'
  chicago: Bauer, Carsten, Tobias Kenter, Michael Lass, Lukas Mazur, Marius Meyer,
    Holger Nitsche, Heinrich Riebler, et al. “Noctua 2 Supercomputer.” <i>Journal
    of Large-Scale Research Facilities</i> 9 (2024). <a href="https://doi.org/10.17815/jlsrf-8-187
    ">https://doi.org/10.17815/jlsrf-8-187 </a>.
  ieee: 'C. Bauer <i>et al.</i>, “Noctua 2 Supercomputer,” <i>Journal of large-scale
    research facilities</i>, vol. 9, 2024, doi: <a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>.'
  mla: Bauer, Carsten, et al. “Noctua 2 Supercomputer.” <i>Journal of Large-Scale
    Research Facilities</i>, vol. 9, 2024, doi:<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>.
  short: C. Bauer, T. Kenter, M. Lass, L. Mazur, M. Meyer, H. Nitsche, H. Riebler,
    R. Schade, M. Schwarz, N. Winnwa, A. Wiens, X. Wu, C. Plessl, J. Simon, Journal
    of Large-Scale Research Facilities 9 (2024).
date_created: 2024-04-26T07:39:41Z
date_updated: 2024-04-26T08:44:30Z
ddc:
- '004'
department:
- _id: '27'
- _id: '518'
doi: '10.17815/jlsrf-8-187 '
file:
- access_level: open_access
  content_type: application/pdf
  creator: deffel
  date_created: 2024-04-26T07:30:20Z
  date_updated: 2024-04-26T08:35:17Z
  file_id: '53664'
  file_name: Noctua2_Supercomputer.pdf
  file_size: 3825480
  relation: main_file
file_date_updated: 2024-04-26T08:35:17Z
has_accepted_license: '1'
intvolume: '         9'
keyword:
- Noctua 2
- Supercomputer
- FPGA
- PC2
- Paderborn Center for Parallel Computing
language:
- iso: eng
oa: '1'
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Journal of large-scale research facilities
publication_status: published
status: public
title: Noctua 2 Supercomputer
type: journal_article
user_id: '8961'
volume: 9
year: '2024'
...
---
_id: '56221'
author:
- first_name: Angel E.
  full_name: Rodriguez-Fernandez, Angel E.
  last_name: Rodriguez-Fernandez
- first_name: Lennart
  full_name: Schäpermeier, Lennart
  last_name: Schäpermeier
- first_name: Carlos
  full_name: Hernández, Carlos
  last_name: Hernández
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: Oliver
  full_name: Schütze, Oliver
  last_name: Schütze
citation:
  ama: Rodriguez-Fernandez AE, Schäpermeier L, Hernández C, Kerschke P, Trautmann
    H, Schütze O. Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal
    Optimization. <i>IEEE Transactions on Evolutionary Computation</i>. Published
    online 2024:1-1. doi:<a href="https://doi.org/10.1109/TEVC.2024.3458855">10.1109/TEVC.2024.3458855</a>
  apa: Rodriguez-Fernandez, A. E., Schäpermeier, L., Hernández, C., Kerschke, P.,
    Trautmann, H., &#38; Schütze, O. (2024). Finding ϵ-Locally Optimal Solutions for
    Multi-Objective Multimodal Optimization. <i>IEEE Transactions on Evolutionary
    Computation</i>, 1–1. <a href="https://doi.org/10.1109/TEVC.2024.3458855">https://doi.org/10.1109/TEVC.2024.3458855</a>
  bibtex: '@article{Rodriguez-Fernandez_Schäpermeier_Hernández_Kerschke_Trautmann_Schütze_2024,
    title={Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization},
    DOI={<a href="https://doi.org/10.1109/TEVC.2024.3458855">10.1109/TEVC.2024.3458855</a>},
    journal={IEEE Transactions on Evolutionary Computation}, author={Rodriguez-Fernandez,
    Angel E. and Schäpermeier, Lennart and Hernández, Carlos and Kerschke, Pascal
    and Trautmann, Heike and Schütze, Oliver}, year={2024}, pages={1–1} }'
  chicago: Rodriguez-Fernandez, Angel E., Lennart Schäpermeier, Carlos Hernández,
    Pascal Kerschke, Heike Trautmann, and Oliver Schütze. “Finding ϵ-Locally Optimal
    Solutions for Multi-Objective Multimodal Optimization.” <i>IEEE Transactions on
    Evolutionary Computation</i>, 2024, 1–1. <a href="https://doi.org/10.1109/TEVC.2024.3458855">https://doi.org/10.1109/TEVC.2024.3458855</a>.
  ieee: 'A. E. Rodriguez-Fernandez, L. Schäpermeier, C. Hernández, P. Kerschke, H.
    Trautmann, and O. Schütze, “Finding ϵ-Locally Optimal Solutions for Multi-Objective
    Multimodal Optimization,” <i>IEEE Transactions on Evolutionary Computation</i>,
    pp. 1–1, 2024, doi: <a href="https://doi.org/10.1109/TEVC.2024.3458855">10.1109/TEVC.2024.3458855</a>.'
  mla: Rodriguez-Fernandez, Angel E., et al. “Finding ϵ-Locally Optimal Solutions
    for Multi-Objective Multimodal Optimization.” <i>IEEE Transactions on Evolutionary
    Computation</i>, 2024, pp. 1–1, doi:<a href="https://doi.org/10.1109/TEVC.2024.3458855">10.1109/TEVC.2024.3458855</a>.
  short: A.E. Rodriguez-Fernandez, L. Schäpermeier, C. Hernández, P. Kerschke, H.
    Trautmann, O. Schütze, IEEE Transactions on Evolutionary Computation (2024) 1–1.
date_created: 2024-09-24T08:01:14Z
date_updated: 2024-09-24T08:01:47Z
doi: 10.1109/TEVC.2024.3458855
keyword:
- Optimization
- Evolutionary computation
- Approximation algorithms
- Benchmark testing
- Vectors
- Surveys
- Pareto optimization
- multi-objective optimization
- evolutionary computation
- multimodal optimization
- local solutions
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization
type: journal_article
user_id: '15504'
year: '2024'
...
---
_id: '56636'
abstract:
- lang: eng
  text: Abstract. Business reputation ecosystems are a widely untapped research field.
    In these ecosystems, agents can selectively exchange (monetary) ratings to in-form
    about the experienced quality in a market. We build a model for conducting a multi-agent
    simulation that can be used to simulate and evaluate business rep-utation ecosystems
    as a new system class. We explore the factual occurring vol-untary payment to
    create positive (pay) or negative ratings (no pay), selling rat-ings selectively
    to alleviate information asymmetry, and the workings of counter-ratings to prevent
    buyers' dishonest ratings. Thereby, we analyze, among others, agent profitability,
    the occurrence of dishonest ratings, and reputation bias and sensitivity. The
    results provide simulation-based empirical evidence that the con-cept of monetary
    reputation systems provides necessary incentives for participa-tion, and high-quality
    sellers and honest buyers benefit from such a system. The results indicate that
    counter-ratings prompt buyers
author:
- first_name: Ulvi
  full_name: Ibrahimli, Ulvi
  last_name: Ibrahimli
- first_name: Simon
  full_name: Hemmrich, Simon
  last_name: Hemmrich
- first_name: Simon
  full_name: Zauke, Simon
  last_name: Zauke
- first_name: Axel
  full_name: Winkelmann, Axel
  last_name: Winkelmann
citation:
  ama: 'Ibrahimli U, Hemmrich S, Zauke S, Winkelmann A. Overcoming Lemon Markets with
    Business Reputation  Ecosystem – A Multi-agent Simulation on Monetary  Ratings.
    In: <i>19. Internationale Tagung Wirtschaftsinformatik (WI24)</i>. ; 2024.'
  apa: Ibrahimli, U., Hemmrich, S., Zauke, S., &#38; Winkelmann, A. (2024). Overcoming
    Lemon Markets with Business Reputation  Ecosystem – A Multi-agent Simulation on
    Monetary  Ratings. <i>19. Internationale Tagung Wirtschaftsinformatik (WI24)</i>.
  bibtex: '@inproceedings{Ibrahimli_Hemmrich_Zauke_Winkelmann_2024, title={Overcoming
    Lemon Markets with Business Reputation  Ecosystem – A Multi-agent Simulation on
    Monetary  Ratings}, booktitle={19. Internationale Tagung Wirtschaftsinformatik
    (WI24)}, author={Ibrahimli, Ulvi and Hemmrich, Simon and Zauke, Simon and Winkelmann,
    Axel}, year={2024} }'
  chicago: Ibrahimli, Ulvi, Simon Hemmrich, Simon Zauke, and Axel Winkelmann. “Overcoming
    Lemon Markets with Business Reputation  Ecosystem – A Multi-Agent Simulation on
    Monetary  Ratings.” In <i>19. Internationale Tagung Wirtschaftsinformatik (WI24)</i>,
    2024.
  ieee: U. Ibrahimli, S. Hemmrich, S. Zauke, and A. Winkelmann, “Overcoming Lemon
    Markets with Business Reputation  Ecosystem – A Multi-agent Simulation on Monetary 
    Ratings,” Würzburg, 2024.
  mla: Ibrahimli, Ulvi, et al. “Overcoming Lemon Markets with Business Reputation 
    Ecosystem – A Multi-Agent Simulation on Monetary  Ratings.” <i>19. Internationale
    Tagung Wirtschaftsinformatik (WI24)</i>, 2024.
  short: 'U. Ibrahimli, S. Hemmrich, S. Zauke, A. Winkelmann, in: 19. Internationale
    Tagung Wirtschaftsinformatik (WI24), 2024.'
conference:
  location: Würzburg
date_created: 2024-10-16T07:36:56Z
date_updated: 2026-04-02T04:31:53Z
jel:
- C30
- A12
- D4
- D82
- L14
keyword:
- Reputation System
- Payment as Rating
- Multi-Agent Simulation
- Lemon Markets
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.researchgate.net/publication/382338551_Overcoming_Lemon_Markets_with_Business_Reputation_Ecosystem_-A_Multi-agent_Simulation_on_Monetary_Ratings_Research_Paper
oa: '1'
publication: 19. Internationale Tagung Wirtschaftsinformatik (WI24)
publication_status: published
quality_controlled: '1'
status: public
title: Overcoming Lemon Markets with Business Reputation  Ecosystem – A Multi-agent
  Simulation on Monetary  Ratings
type: conference
user_id: '83557'
year: '2024'
...
---
_id: '45812'
author:
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Timm
  full_name: Fichtler, Timm
  id: '66731'
  last_name: Fichtler
  orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Benjamin
  full_name: Kasten, Benjamin
  last_name: Kasten
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on
    Strategy Options for Platform Operation in B2B Markets. In: ; 2023.'
  apa: Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., &#38; Dumitrescu, R. (2023).
    <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>.
    ISPIM Innovation Conference, Ljubljana.
  bibtex: '@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview
    Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan,
    Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu,
    Roman}, year={2023} }'
  chicago: Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman
    Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B
    Markets,” 2023.
  ieee: L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview
    Study on Strategy Options for Platform Operation in B2B Markets,” presented at
    the ISPIM Innovation Conference, Ljubljana, 2023.
  mla: Özcan, Leon, et al. <i>Interview Study on Strategy Options for Platform Operation
    in B2B Markets</i>. 2023.
  short: 'L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.'
conference:
  location: Ljubljana
  name: ISPIM Innovation Conference
date_created: 2023-06-28T11:18:12Z
date_updated: 2023-06-28T11:18:31Z
department:
- _id: '563'
keyword:
- Digital Platform
- Platform Strategy
- Strategic Management
- Platform Life Cycle
- Interview Study
- Business Model
- Business-to-Business
- Two-sided Market
- Multi-sided Market
language:
- iso: eng
status: public
title: Interview Study on Strategy Options for Platform Operation in B2B Markets
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '29769'
abstract:
- lang: eng
  text: 'Wettstreit zwischen der Entwicklung neuer Hardwaretrojaner und entsprechender
    Gegenmaßnahmen beschreiten Widersacher immer raffiniertere Wege um Schaltungsentwürfe
    zu infizieren und dabei selbst fortgeschrittene Test- und Verifikationsmethoden
    zu überlisten. Abgesehen von den konventionellen Methoden um einen Trojaner in
    eine Schaltung für ein Field-programmable Gate Array (FPGA) einzuschleusen, können
    auch die Entwurfswerkzeuge heimlich kompromittiert werden um einen Angreifer dabei
    zu unterstützen einen erfolgreichen Angriff durchzuführen, der zum Beispiel Fehlfunktionen
    oder ungewollte Informationsabflüsse bewirken kann. Diese Dissertation beschäftigt
    sich hauptsächlich mit den beiden Blickwinkeln auf Hardwaretrojaner in rekonfigurierbaren
    Systemen, einerseits der Perspektive des Verteidigers mit einer Methode zur Erkennung
    von Trojanern auf der Bitstromebene, und andererseits derjenigen des Angreifers
    mit einer neuartigen Angriffsmethode für FPGA Trojaner. Für die Verteidigung gegen
    den Trojaner ``Heimtückische LUT'''' stellen wir die allererste erfolgreiche Gegenmaßnahme
    vor, die durch Verifikation mittels Proof-carrying Hardware (PCH) auf der Bitstromebene
    direkt vor der Konfiguration der Hardware angewendet werden kann, und präsentieren
    ein vollständiges Schema für den Entwurf und die Verifikation von Schaltungen
    für iCE40 FPGAs. Für die Gegenseite führen wir einen neuen Angriff ein, welcher
    bösartiges Routing im eingefügten Trojaner ausnutzt um selbst im fertigen Bitstrom
    in einem inaktiven Zustand zu verbleiben: Hierdurch kann dieser neuartige Angriff
    zur Zeit weder von herkömmlichen Test- und Verifikationsmethoden, noch von unserer
    vorher vorgestellten Verifikation auf der Bitstromebene entdeckt werden.'
- lang: eng
  text: The battle of developing hardware Trojans and corresponding countermeasures
    has taken adversaries towards ingenious ways of compromising hardware designs
    by circumventing even advanced testing and verification methods. Besides conventional
    methods of inserting Trojans into a design by a malicious entity, the design flow
    for field-programmable gate arrays (FPGAs) can also be surreptitiously compromised
    to assist the attacker to perform a successful malfunctioning or information leakage
    attack. This thesis mainly focuses on the two aspects of hardware Trojans in reconfigurable
    systems, the defenders perspective which corresponds to the bitstream-level Trojan
    detection technique, and the attackers perspective which corresponds to a novel
    FPGA Trojan attack. From the defender's perspective, we introduce a first-ever
    successful pre-configuration countermeasure against the ``Malicious LUT''-hardware
    Trojan, by employing bitstream-level Proof-Carrying Hardware (PCH) and present
    the complete design-and-verification flow for iCE40 FPGAs. Likewise, from an attackers
    perspective, we present a novel attack that leverages malicious routing of the
    inserted Trojan circuit to acquire a dormant state even in the generated and transmitted
    bitstream. Since the Trojan is injected in a post-synthesis step and remains unconnected
    in the bitstream, the presented attack can currently neither be prevented by conventional
    testing and verification methods nor by bitstream-level verification techniques.
author:
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '72764'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
citation:
  ama: Ahmed QA. <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn University,
    Paderborn, Germany; 2022. doi:<a href="https://doi.org/10.17619/UNIPB/1-1271">10.17619/UNIPB/1-1271</a>
  apa: Ahmed, Q. A. (2022). <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn
    University, Paderborn, Germany. <a href="https://doi.org/10.17619/UNIPB/1-1271">https://doi.org/10.17619/UNIPB/1-1271</a>
  bibtex: '@book{Ahmed_2022, place={Paderborn}, title={Hardware Trojans in Reconfigurable
    Computing}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-1271">10.17619/UNIPB/1-1271</a>},
    publisher={ Paderborn University, Paderborn, Germany}, author={Ahmed, Qazi Arbab},
    year={2022} }'
  chicago: 'Ahmed, Qazi Arbab. <i>Hardware Trojans in Reconfigurable Computing</i>.
    Paderborn:  Paderborn University, Paderborn, Germany, 2022. <a href="https://doi.org/10.17619/UNIPB/1-1271">https://doi.org/10.17619/UNIPB/1-1271</a>.'
  ieee: 'Q. A. Ahmed, <i>Hardware Trojans in Reconfigurable Computing</i>. Paderborn:  Paderborn
    University, Paderborn, Germany, 2022.'
  mla: Ahmed, Qazi Arbab. <i>Hardware Trojans in Reconfigurable Computing</i>.  Paderborn
    University, Paderborn, Germany, 2022, doi:<a href="https://doi.org/10.17619/UNIPB/1-1271">10.17619/UNIPB/1-1271</a>.
  short: Q.A. Ahmed, Hardware Trojans in Reconfigurable Computing,  Paderborn University,
    Paderborn, Germany, Paderborn, 2022.
date_created: 2022-02-07T14:02:36Z
date_updated: 2022-11-30T13:39:01Z
ddc:
- '004'
department:
- _id: '78'
doi: 10.17619/UNIPB/1-1271
has_accepted_license: '1'
keyword:
- FPGA Security
- Hardware Trojans
- Bitstream-level Trojans
- Bitstream Verification
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: "\turn:nbn:de:hbz:466:2-40303"
oa: '1'
place: Paderborn
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '14'
  name: 'SFB 901 - C2: SFB 901 - Subproject C2'
publication_status: published
publisher: ' Paderborn University, Paderborn, Germany'
status: public
supervisor:
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Hardware Trojans in Reconfigurable Computing
type: dissertation
user_id: '477'
year: '2022'
...
---
_id: '33991'
abstract:
- lang: eng
  text: In the course of digitalization, digital platforms are unleashing their full
    disruptive potential and are already dominating the first industries (e.g., hotel
    industry). As a result of this success, more and more companies want to build
    their own platforms and participate in the success. However, building and operating
    a digital platform involves multiple challenges and most of such ambitions fail.
    Since most digital platforms fail, strategic leadership of digital platforms must
    consider both success factors and reasons for platform failure. For this purpose,
    we conducted a systematic literature analysis and identified 24 success as well
    as failure factors in 9 dimensions. From a scientific perspective, the article
    provides a structured analysis of success and failure factors of digital platforms,
    which previously did not exist in literature. Practitioners can use the resulting
    knowledge base to successfully manage platform activities and avoid pitfalls.
author:
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Christian
  full_name: Koldewey, Christian
  last_name: Koldewey
- first_name: Estelle
  full_name: Duparc, Estelle
  last_name: Duparc
- first_name: Hendrik
  full_name: van der Valk, Hendrik
  last_name: van der Valk
- first_name: Boris
  full_name: Otto, Boris
  last_name: Otto
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
citation:
  ama: 'Özcan L, Koldewey C, Duparc E, van der Valk H, Otto B, Dumitrescu R. Why do
    Digital Platforms succeed or fail? - A Literature Review on Success and Failure
    Factors. In: ; 2022.'
  apa: Özcan, L., Koldewey, C., Duparc, E., van der Valk, H., Otto, B., &#38; Dumitrescu,
    R. (2022). <i>Why do Digital Platforms succeed or fail? - A Literature Review
    on Success and Failure Factors</i>. 28th Americas Conference on Information Systems
    (AMCIS), Minneapolis.
  bibtex: '@inproceedings{Özcan_Koldewey_Duparc_van der Valk_Otto_Dumitrescu_2022,
    title={Why do Digital Platforms succeed or fail? - A Literature Review on Success
    and Failure Factors}, author={Özcan, Leon and Koldewey, Christian and Duparc,
    Estelle and van der Valk, Hendrik and Otto, Boris and Dumitrescu, Roman}, year={2022}
    }'
  chicago: Özcan, Leon, Christian Koldewey, Estelle Duparc, Hendrik van der Valk,
    Boris Otto, and Roman Dumitrescu. “Why Do Digital Platforms Succeed or Fail? -
    A Literature Review on Success and Failure Factors,” 2022.
  ieee: L. Özcan, C. Koldewey, E. Duparc, H. van der Valk, B. Otto, and R. Dumitrescu,
    “Why do Digital Platforms succeed or fail? - A Literature Review on Success and
    Failure Factors,” presented at the 28th Americas Conference on Information Systems
    (AMCIS), Minneapolis, 2022.
  mla: Özcan, Leon, et al. <i>Why Do Digital Platforms Succeed or Fail? - A Literature
    Review on Success and Failure Factors</i>. 2022.
  short: 'L. Özcan, C. Koldewey, E. Duparc, H. van der Valk, B. Otto, R. Dumitrescu,
    in: 2022.'
conference:
  location: Minneapolis
  name: 28th Americas Conference on Information Systems (AMCIS)
date_created: 2022-11-03T23:11:13Z
date_updated: 2022-11-03T23:14:33Z
ddc:
- '600'
department:
- _id: '563'
file:
- access_level: closed
  content_type: application/pdf
  creator: loezcan
  date_created: 2022-11-03T23:07:27Z
  date_updated: 2022-11-03T23:07:27Z
  file_id: '33993'
  file_name: '[ÖKD+22]_Why do Digital Platforms succeed or fail - A Literature Review
    on Success and Failure Factors.pdf'
  file_size: 301409
  relation: main_file
  success: 1
file_date_updated: 2022-11-03T23:07:27Z
has_accepted_license: '1'
keyword:
- Digital Platform
- Multi-sided Market
- Two-sided Market
- Success Factor
- Failure Factor
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/amcis2022/sig_dite/sig_dite/15/
status: public
title: Why do Digital Platforms succeed or fail? - A Literature Review on Success
  and Failure Factors
type: conference
user_id: '45137'
year: '2022'
...
---
_id: '34209'
abstract:
- lang: eng
  text: Predicting the durability of components subjected to mechanical load under
    environmental conditions leading to corrosion is one of the most challenging tasks
    in mechanical engineering. The demand for precise predictions increases with the
    desire of lightweight design in transportation due to environmental protection.
    Corrosion with its manifold of mechanisms often occurs together with the production
    of hydrogen by electrochemical reactions. Hydrogen embrittlement is one of the
    most feared damage mechanisms for metal constructions often leading to early and
    unexpected failure. Until now, predictions are mostly based on costly experiments.
    Hence, a rational predictive model based on the fundamentals of electrochemistry
    and damage mechanics has to be developed in order to reduce the costs. In this
    work, a first model approach based on classical continuum damage mechanics is
    presented to couple both, the damage induced by the mechanical stress and the
    hydrogen embrittlement. An elaborated two-scale model based on the selfconsistent
    theory is applied to describe the mechanical damage due to fatigue. The electrochemical
    kinetics are elucidated through the Langmuir adsorption isotherm and the diffusion
    equation to consider the impact of hydrogen embrittlement on the fatigue. The
    modeling of the mechanism of hydrogen embrittlement defines the progress of damage
    accumulation due to the electrochemistry. The durability results like the S-N
    diagram show the influence of hydrogen embrittlement by varying, e.g. the fatigue
    frequency or the stress ratio.
author:
- first_name: Yuhao
  full_name: Shi, Yuhao
  last_name: Shi
- first_name: Sven
  full_name: Harzheim, Sven
  last_name: Harzheim
- first_name: Martin
  full_name: Hofmann, Martin
  last_name: Hofmann
- first_name: Thomas
  full_name: Wallmersperger, Thomas
  last_name: Wallmersperger
citation:
  ama: 'Shi Y, Harzheim S, Hofmann M, Wallmersperger T. A Damage Model for Corrosion
    Fatigue Due to Hydrogen Embrittlement. In: <i>Material Modeling and Structural
    Mechanics</i>. Springer International Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-030-97675-0_9">10.1007/978-3-030-97675-0_9</a>'
  apa: Shi, Y., Harzheim, S., Hofmann, M., &#38; Wallmersperger, T. (2022). A Damage
    Model for Corrosion Fatigue Due to Hydrogen Embrittlement. In <i>Material Modeling
    and Structural Mechanics</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-97675-0_9">https://doi.org/10.1007/978-3-030-97675-0_9</a>
  bibtex: '@inbook{Shi_Harzheim_Hofmann_Wallmersperger_2022, place={Cham}, title={A
    Damage Model for Corrosion Fatigue Due to Hydrogen Embrittlement}, DOI={<a href="https://doi.org/10.1007/978-3-030-97675-0_9">10.1007/978-3-030-97675-0_9</a>},
    booktitle={Material Modeling and Structural Mechanics}, publisher={Springer International
    Publishing}, author={Shi, Yuhao and Harzheim, Sven and Hofmann, Martin and Wallmersperger,
    Thomas}, year={2022} }'
  chicago: 'Shi, Yuhao, Sven Harzheim, Martin Hofmann, and Thomas Wallmersperger.
    “A Damage Model for Corrosion Fatigue Due to Hydrogen Embrittlement.” In <i>Material
    Modeling and Structural Mechanics</i>. Cham: Springer International Publishing,
    2022. <a href="https://doi.org/10.1007/978-3-030-97675-0_9">https://doi.org/10.1007/978-3-030-97675-0_9</a>.'
  ieee: 'Y. Shi, S. Harzheim, M. Hofmann, and T. Wallmersperger, “A Damage Model for
    Corrosion Fatigue Due to Hydrogen Embrittlement,” in <i>Material Modeling and
    Structural Mechanics</i>, Cham: Springer International Publishing, 2022.'
  mla: Shi, Yuhao, et al. “A Damage Model for Corrosion Fatigue Due to Hydrogen Embrittlement.”
    <i>Material Modeling and Structural Mechanics</i>, Springer International Publishing,
    2022, doi:<a href="https://doi.org/10.1007/978-3-030-97675-0_9">10.1007/978-3-030-97675-0_9</a>.
  short: 'Y. Shi, S. Harzheim, M. Hofmann, T. Wallmersperger, in: Material Modeling
    and Structural Mechanics, Springer International Publishing, Cham, 2022.'
date_created: 2022-12-05T20:53:13Z
date_updated: 2023-01-02T11:10:26Z
department:
- _id: '630'
doi: 10.1007/978-3-030-97675-0_9
keyword:
- Hydrogen embrittlement
- Fatigue
- Continuum damage mechanics
- Numerical simulation
- Multi-field problem
language:
- iso: eng
place: Cham
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '132'
  name: 'TRR 285 - B: TRR 285 - Project Area B'
- _id: '142'
  name: 'TRR 285 – B03: TRR 285 - Subproject B03'
publication: Material Modeling and Structural Mechanics
publication_identifier:
  isbn:
  - '9783030976743'
  - '9783030976750'
  issn:
  - 1869-8433
  - 1869-8441
publication_status: published
publisher: Springer International Publishing
status: public
title: A Damage Model for Corrosion Fatigue Due to Hydrogen Embrittlement
type: book_chapter
user_id: '14931'
year: '2022'
...
---
_id: '48882'
abstract:
- lang: eng
  text: In multimodal multi-objective optimization (MMMOO), the focus is not solely
    on convergence in objective space, but rather also on explicitly ensuring diversity
    in decision space. We illustrate why commonly used diversity measures are not
    entirely appropriate for this task and propose a sophisticated basin-based evaluation
    (BBE) method. Also, BBE variants are developed, capturing the anytime behavior
    of algorithms. The set of BBE measures is tested by means of an algorithm configuration
    study. We show that these new measures also transfer properties of the well-established
    hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective
    space convergence. Moreover, we advance MMMOO research by providing insights into
    the multimodal performance of the considered algorithms. Specifically, algorithms
    exploiting local structures are shown to outperform classical evolutionary multi-objective
    optimizers regarding the BBE variants and respective trade-off with HV.
author:
- first_name: Jonathan
  full_name: Heins, Jonathan
  last_name: Heins
- first_name: Jeroen
  full_name: Rook, Jeroen
  last_name: Rook
- first_name: Lennart
  full_name: Schäpermeier, Lennart
  last_name: Schäpermeier
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
citation:
  ama: 'Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based
    Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G,
    Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. <i>Parallel Problem
    Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer
    International Publishing; 2022:192–206. doi:<a href="https://doi.org/10.1007/978-3-031-14714-2_14">10.1007/978-3-031-14714-2_14</a>'
  apa: 'Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., &#38; Trautmann,
    H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization
    Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38;
    T. Tusar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp.
    192–206). Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-14714-2_14">https://doi.org/10.1007/978-3-031-14714-2_14</a>'
  bibtex: '@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022,
    place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based
    Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={<a href="https://doi.org/10.1007/978-3-031-14714-2_14">10.1007/978-3-031-14714-2_14</a>},
    booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer
    International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier,
    Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph,
    Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa,
    Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes
    in Computer Science} }'
  chicago: 'Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob
    Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
    Optimization Problems.” In <i>Parallel Problem Solving from Nature (PPSN XVII)</i>,
    edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela
    Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer
    International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-14714-2_14">https://doi.org/10.1007/978-3-031-14714-2_14</a>.'
  ieee: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann,
    “BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,”
    in <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 192–206,
    doi: <a href="https://doi.org/10.1007/978-3-031-14714-2_14">10.1007/978-3-031-14714-2_14</a>.'
  mla: 'Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
    Optimization Problems.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>,
    edited by Günter Rudolph et al., Springer International Publishing, 2022, pp.
    192–206, doi:<a href="https://doi.org/10.1007/978-3-031-14714-2_14">10.1007/978-3-031-14714-2_14</a>.'
  short: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann,
    in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.),
    Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing,
    Cham, 2022, pp. 192–206.'
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:47:50Z
department:
- _id: '819'
doi: 10.1007/978-3-031-14714-2_14
editor:
- first_name: Günter
  full_name: Rudolph, Günter
  last_name: Rudolph
- first_name: Anna V.
  full_name: Kononova, Anna V.
  last_name: Kononova
- first_name: Hernán
  full_name: Aguirre, Hernán
  last_name: Aguirre
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Gabriela
  full_name: Ochoa, Gabriela
  last_name: Ochoa
- first_name: Tea
  full_name: Tusar, Tea
  last_name: Tusar
extern: '1'
keyword:
- Anytime behavior
- Benchmarking
- Continuous optimization
- Multi-objective optimization
- Multimodality
- Performance metric
language:
- iso: eng
page: 192–206
place: Cham
publication: Parallel Problem Solving from Nature (PPSN XVII)
publication_identifier:
  isbn:
  - 978-3-031-14714-2
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems'
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48896'
abstract:
- lang: eng
  text: Hardness of Multi-Objective (MO) continuous optimization problems results
    from an interplay of various problem characteristics, e. g. the degree of multi-modality.
    We present a benchmark study of classical and diversity focused optimizers on
    multi-modal MO problems based on automated algorithm configuration. We show the
    large effect of the latter and investigate the trade-off between convergence in
    objective space and diversity in decision space.
author:
- first_name: Jeroen
  full_name: Rook, Jeroen
  last_name: Rook
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Christian
  full_name: Grimme, Christian
  last_name: Grimme
citation:
  ama: 'Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm
    Configuration on Multi-Modal Multi-Objective Optimization Problems. In: <i>Proceedings
    of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22.
    Association for Computing Machinery; 2022:356–359. doi:<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>'
  apa: Rook, J., Trautmann, H., Bossek, J., &#38; Grimme, C. (2022). On the Potential
    of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization
    Problems. <i>Proceedings of the Genetic and Evolutionary Computation Conference
    Companion</i>, 356–359. <a href="https://doi.org/10.1145/3520304.3528998">https://doi.org/10.1145/3520304.3528998</a>
  bibtex: '@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY,
    USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration
    on Multi-Modal Multi-Objective Optimization Problems}, DOI={<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
    Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen
    and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359},
    collection={GECCO’22} }'
  chicago: 'Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On
    the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
    Optimization Problems.” In <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>, 356–359. GECCO’22. New York, NY, USA: Association for
    Computing Machinery, 2022. <a href="https://doi.org/10.1145/3520304.3528998">https://doi.org/10.1145/3520304.3528998</a>.'
  ieee: 'J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated
    Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,”
    in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>,
    2022, pp. 356–359, doi: <a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>.'
  mla: Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration
    on Multi-Modal Multi-Objective Optimization Problems.” <i>Proceedings of the Genetic
    and Evolutionary Computation Conference Companion</i>, Association for Computing
    Machinery, 2022, pp. 356–359, doi:<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>.
  short: 'J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic
    and Evolutionary Computation Conference Companion, Association for Computing Machinery,
    New York, NY, USA, 2022, pp. 356–359.'
date_created: 2023-11-14T15:59:00Z
date_updated: 2023-12-13T10:50:24Z
department:
- _id: '819'
doi: 10.1145/3520304.3528998
extern: '1'
keyword:
- configuration
- multi-modality
- multi-objective optimization
language:
- iso: eng
page: 356–359
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
  isbn:
  - 978-1-4503-9268-6
publisher: Association for Computing Machinery
series_title: GECCO’22
status: public
title: On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
  Optimization Problems
type: conference
user_id: '102979'
year: '2022'
...
