---
_id: '33090'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>Heated tool butt welding is a method
    often used for joining thermoplastics, especially when the components are made
    out of different materials. The quality of the connection between the components
    crucially depends on a suitable choice of the parameters of the welding process,
    such as heating time, temperature, and the precise way how the parts are then
    welded. Moreover, when different materials are to be joined, the parameter values
    need to be tailored to the specifics of the respective material. To this end,
    in this paper, three approaches to tailor the parameter values to optimize the
    quality of the connection are compared: a heuristic by Potente, statistical experimental
    design, and Bayesian optimization. With the suitability for practice in mind,
    a series of experiments are carried out with these approaches, and their capabilities
    of proposing well-performing parameter values are investigated. As a result, Bayesian
    optimization is found to yield peak performance, but the costs for optimization
    are substantial. In contrast, the Potente heuristic does not require any experimentation
    and recommends parameter values with competitive quality.</jats:p>'
author:
- first_name: Karina
  full_name: Gevers, Karina
  id: '83151'
  last_name: Gevers
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Volker
  full_name: Schöppner, Volker
  id: '20530'
  last_name: Schöppner
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Gevers K, Tornede A, Wever MD, Schöppner V, Hüllermeier E. A comparison of
    heuristic, statistical, and machine learning methods for heated tool butt welding
    of two different materials. <i>Welding in the World</i>. Published online 2022.
    doi:<a href="https://doi.org/10.1007/s40194-022-01339-9">10.1007/s40194-022-01339-9</a>
  apa: Gevers, K., Tornede, A., Wever, M. D., Schöppner, V., &#38; Hüllermeier, E.
    (2022). A comparison of heuristic, statistical, and machine learning methods for
    heated tool butt welding of two different materials. <i>Welding in the World</i>.
    <a href="https://doi.org/10.1007/s40194-022-01339-9">https://doi.org/10.1007/s40194-022-01339-9</a>
  bibtex: '@article{Gevers_Tornede_Wever_Schöppner_Hüllermeier_2022, title={A comparison
    of heuristic, statistical, and machine learning methods for heated tool butt welding
    of two different materials}, DOI={<a href="https://doi.org/10.1007/s40194-022-01339-9">10.1007/s40194-022-01339-9</a>},
    journal={Welding in the World}, publisher={Springer Science and Business Media
    LLC}, author={Gevers, Karina and Tornede, Alexander and Wever, Marcel Dominik
    and Schöppner, Volker and Hüllermeier, Eyke}, year={2022} }'
  chicago: Gevers, Karina, Alexander Tornede, Marcel Dominik Wever, Volker Schöppner,
    and Eyke Hüllermeier. “A Comparison of Heuristic, Statistical, and Machine Learning
    Methods for Heated Tool Butt Welding of Two Different Materials.” <i>Welding in
    the World</i>, 2022. <a href="https://doi.org/10.1007/s40194-022-01339-9">https://doi.org/10.1007/s40194-022-01339-9</a>.
  ieee: 'K. Gevers, A. Tornede, M. D. Wever, V. Schöppner, and E. Hüllermeier, “A
    comparison of heuristic, statistical, and machine learning methods for heated
    tool butt welding of two different materials,” <i>Welding in the World</i>, 2022,
    doi: <a href="https://doi.org/10.1007/s40194-022-01339-9">10.1007/s40194-022-01339-9</a>.'
  mla: Gevers, Karina, et al. “A Comparison of Heuristic, Statistical, and Machine
    Learning Methods for Heated Tool Butt Welding of Two Different Materials.” <i>Welding
    in the World</i>, Springer Science and Business Media LLC, 2022, doi:<a href="https://doi.org/10.1007/s40194-022-01339-9">10.1007/s40194-022-01339-9</a>.
  short: K. Gevers, A. Tornede, M.D. Wever, V. Schöppner, E. Hüllermeier, Welding
    in the World (2022).
date_created: 2022-08-24T12:51:07Z
date_updated: 2022-08-24T12:52:06Z
doi: 10.1007/s40194-022-01339-9
keyword:
- Metals and Alloys
- Mechanical Engineering
- Mechanics of Materials
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: Welding in the World
publication_identifier:
  issn:
  - 0043-2288
  - 1878-6669
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A comparison of heuristic, statistical, and machine learning methods for heated
  tool butt welding of two different materials
type: journal_article
user_id: '38209'
year: '2022'
...
---
_id: '33689'
article_number: '2203954'
author:
- first_name: Mohit
  full_name: Raghuwanshi, Mohit
  last_name: Raghuwanshi
- first_name: Manjusha
  full_name: Chugh, Manjusha
  id: '71511'
  last_name: Chugh
- first_name: Giovanna
  full_name: Sozzi, Giovanna
  last_name: Sozzi
- first_name: Ana
  full_name: Kanevce, Ana
  last_name: Kanevce
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
- first_name: Hossein
  full_name: Mirhosseini, Hossein
  id: '71051'
  last_name: Mirhosseini
  orcid: 0000-0001-6179-1545
- first_name: Roland
  full_name: Wuerz, Roland
  last_name: Wuerz
- first_name: Oana
  full_name: Cojocaru‐Mirédin, Oana
  last_name: Cojocaru‐Mirédin
citation:
  ama: Raghuwanshi M, Chugh M, Sozzi G, et al. Fingerprints Indicating Superior Properties
    of Internal Interfaces in Cu(In,Ga)Se            <sub>2</sub>            Thin‐Film
    Solar Cells. <i>Advanced Materials</i>. 2022;34(37). doi:<a href="https://doi.org/10.1002/adma.202203954">10.1002/adma.202203954</a>
  apa: Raghuwanshi, M., Chugh, M., Sozzi, G., Kanevce, A., Kühne, T., Mirhosseini,
    H., Wuerz, R., &#38; Cojocaru‐Mirédin, O. (2022). Fingerprints Indicating Superior
    Properties of Internal Interfaces in Cu(In,Ga)Se            <sub>2</sub>     
          Thin‐Film Solar Cells. <i>Advanced Materials</i>, <i>34</i>(37), Article
    2203954. <a href="https://doi.org/10.1002/adma.202203954">https://doi.org/10.1002/adma.202203954</a>
  bibtex: '@article{Raghuwanshi_Chugh_Sozzi_Kanevce_Kühne_Mirhosseini_Wuerz_Cojocaru‐Mirédin_2022,
    title={Fingerprints Indicating Superior Properties of Internal Interfaces in Cu(In,Ga)Se 
              <sub>2</sub>            Thin‐Film Solar Cells}, volume={34}, DOI={<a
    href="https://doi.org/10.1002/adma.202203954">10.1002/adma.202203954</a>}, number={372203954},
    journal={Advanced Materials}, publisher={Wiley}, author={Raghuwanshi, Mohit and
    Chugh, Manjusha and Sozzi, Giovanna and Kanevce, Ana and Kühne, Thomas and Mirhosseini,
    Hossein and Wuerz, Roland and Cojocaru‐Mirédin, Oana}, year={2022} }'
  chicago: Raghuwanshi, Mohit, Manjusha Chugh, Giovanna Sozzi, Ana Kanevce, Thomas
    Kühne, Hossein Mirhosseini, Roland Wuerz, and Oana Cojocaru‐Mirédin. “Fingerprints
    Indicating Superior Properties of Internal Interfaces in Cu(In,Ga)Se         
      <sub>2</sub>            Thin‐Film Solar Cells.” <i>Advanced Materials</i> 34,
    no. 37 (2022). <a href="https://doi.org/10.1002/adma.202203954">https://doi.org/10.1002/adma.202203954</a>.
  ieee: 'M. Raghuwanshi <i>et al.</i>, “Fingerprints Indicating Superior Properties
    of Internal Interfaces in Cu(In,Ga)Se            <sub>2</sub>            Thin‐Film
    Solar Cells,” <i>Advanced Materials</i>, vol. 34, no. 37, Art. no. 2203954, 2022,
    doi: <a href="https://doi.org/10.1002/adma.202203954">10.1002/adma.202203954</a>.'
  mla: Raghuwanshi, Mohit, et al. “Fingerprints Indicating Superior Properties of
    Internal Interfaces in Cu(In,Ga)Se            <sub>2</sub>            Thin‐Film
    Solar Cells.” <i>Advanced Materials</i>, vol. 34, no. 37, 2203954, Wiley, 2022,
    doi:<a href="https://doi.org/10.1002/adma.202203954">10.1002/adma.202203954</a>.
  short: M. Raghuwanshi, M. Chugh, G. Sozzi, A. Kanevce, T. Kühne, H. Mirhosseini,
    R. Wuerz, O. Cojocaru‐Mirédin, Advanced Materials 34 (2022).
date_created: 2022-10-11T08:21:08Z
date_updated: 2022-10-11T08:21:29Z
department:
- _id: '613'
doi: 10.1002/adma.202203954
intvolume: '        34'
issue: '37'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- General Materials Science
language:
- iso: eng
publication: Advanced Materials
publication_identifier:
  issn:
  - 0935-9648
  - 1521-4095
publication_status: published
publisher: Wiley
status: public
title: Fingerprints Indicating Superior Properties of Internal Interfaces in Cu(In,Ga)Se            <sub>2</sub>            Thin‐Film
  Solar Cells
type: journal_article
user_id: '71051'
volume: 34
year: '2022'
...
---
_id: '34253'
abstract:
- lang: eng
  text: "Lightweight construction has increasingly become the focus of scientific
    research in recent years, not least due to\r\nthe constantly increasing fuel price,
    which is a key factor in the economic viability of many companies. In this\r\nrespect,
    the use of hybrid structures, made of dissimilar materials offers many advantages.
    However, such hybrid\r\nstructures often have undesirable side effects. For example,
    brittle intermetallic phases are formed when\r\naluminum and steel are welded.
    Clinching as a mechanical joining process does not produce such intermetallic\r\nphases
    since the connection is realized through form and force closure. In this process,
    a punch passes through\r\ntwo or more sheets and forms them into a permanent joint
    in a die. In the present work, the corrosion phenomena\r\nof an aluminum-steel
    clinched joint have been investigated by both experiments and numerical simulations
    in\r\norder to explain the superior fatigue behavior of pre-corroded joints. Therefore,
    the clinched joints have been\r\ncorroded by a three-week salt-spray test. In
    addition, the electric potential and the von Mises stress are calculated\r\nunder
    the assumption of a static loading. The results of both experiments and numerical
    simulations can explain\r\nthe improvement in the fatigue behavior of the corroded
    specimens. This phenomenon can be attributed to the\r\naccumulation of corrosion
    products in small gaps between the joined metal sheets."
article_number: '100130'
author:
- first_name: Sven
  full_name: Harzheim, Sven
  last_name: Harzheim
- first_name: Lars
  full_name: Ewenz, Lars
  last_name: Ewenz
- first_name: Martina
  full_name: Zimmermann, Martina
  last_name: Zimmermann
- first_name: Thomas
  full_name: Wallmersperger, Thomas
  last_name: Wallmersperger
citation:
  ama: 'Harzheim S, Ewenz L, Zimmermann M, Wallmersperger T. Corrosion Phenomena and
    Fatigue Behavior of Clinched Joints: Numerical and Experimental Investigations.
    <i>Journal of Advanced Joining Processes</i>. 2022;6. doi:<a href="https://doi.org/10.1016/j.jajp.2022.100130">10.1016/j.jajp.2022.100130</a>'
  apa: 'Harzheim, S., Ewenz, L., Zimmermann, M., &#38; Wallmersperger, T. (2022).
    Corrosion Phenomena and Fatigue Behavior of Clinched Joints: Numerical and Experimental
    Investigations. <i>Journal of Advanced Joining Processes</i>, <i>6</i>, Article
    100130. <a href="https://doi.org/10.1016/j.jajp.2022.100130">https://doi.org/10.1016/j.jajp.2022.100130</a>'
  bibtex: '@article{Harzheim_Ewenz_Zimmermann_Wallmersperger_2022, title={Corrosion
    Phenomena and Fatigue Behavior of Clinched Joints: Numerical and Experimental
    Investigations}, volume={6}, DOI={<a href="https://doi.org/10.1016/j.jajp.2022.100130">10.1016/j.jajp.2022.100130</a>},
    number={100130}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
    BV}, author={Harzheim, Sven and Ewenz, Lars and Zimmermann, Martina and Wallmersperger,
    Thomas}, year={2022} }'
  chicago: 'Harzheim, Sven, Lars Ewenz, Martina Zimmermann, and Thomas Wallmersperger.
    “Corrosion Phenomena and Fatigue Behavior of Clinched Joints: Numerical and Experimental
    Investigations.” <i>Journal of Advanced Joining Processes</i> 6 (2022). <a href="https://doi.org/10.1016/j.jajp.2022.100130">https://doi.org/10.1016/j.jajp.2022.100130</a>.'
  ieee: 'S. Harzheim, L. Ewenz, M. Zimmermann, and T. Wallmersperger, “Corrosion Phenomena
    and Fatigue Behavior of Clinched Joints: Numerical and Experimental Investigations,”
    <i>Journal of Advanced Joining Processes</i>, vol. 6, Art. no. 100130, 2022, doi:
    <a href="https://doi.org/10.1016/j.jajp.2022.100130">10.1016/j.jajp.2022.100130</a>.'
  mla: 'Harzheim, Sven, et al. “Corrosion Phenomena and Fatigue Behavior of Clinched
    Joints: Numerical and Experimental Investigations.” <i>Journal of Advanced Joining
    Processes</i>, vol. 6, 100130, Elsevier BV, 2022, doi:<a href="https://doi.org/10.1016/j.jajp.2022.100130">10.1016/j.jajp.2022.100130</a>.'
  short: S. Harzheim, L. Ewenz, M. Zimmermann, T. Wallmersperger, Journal of Advanced
    Joining Processes 6 (2022).
date_created: 2022-12-06T19:29:59Z
date_updated: 2023-01-02T11:04:06Z
department:
- _id: '630'
doi: 10.1016/j.jajp.2022.100130
intvolume: '         6'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S2666330922000346?via%3Dihub
oa: '1'
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '132'
  name: 'TRR 285 - B: TRR 285 - Project Area B'
- _id: '141'
  name: 'TRR 285 – B02: TRR 285 - Subproject B02'
- _id: '142'
  name: 'TRR 285 – B03: TRR 285 - Subproject B03'
publication: Journal of Advanced Joining Processes
publication_identifier:
  issn:
  - 2666-3309
publication_status: published
publisher: Elsevier BV
status: public
title: 'Corrosion Phenomena and Fatigue Behavior of Clinched Joints: Numerical and
  Experimental Investigations'
type: journal_article
user_id: '14931'
volume: 6
year: '2022'
...
---
_id: '34249'
abstract:
- lang: eng
  text: The trend towards lightweight design, driven by increasingly stringent emission
    targets, poses challenges to conventional joining processes due to the different
    mechanical properties of the joining partners used to manufacture multi-material
    systems. For this reason, new versatile joining processes are in demand for joining
    dissimilar materials. In this regard, pin joining with cold extruded pin structures
    is a relatively new, two-stage joining process for joining materials such as high-strength
    steel and aluminium as well as steel and fibre-reinforced plastic to multi-material
    systems, without the need for auxiliary elements. Due to the novelty of the process,
    there are currently only a few studies on the robustness of this joining process
    available. Thus, limited statements on the stability of the joining process considering
    uncertain process conditions, such as varying material properties or friction
    values, can be provided. Motivated by this, the presented work investigates the
    influence of different uncertain process parameters on the pin extrusion as well
    as on the joining process itself, carrying out a systematic robustness analysis.
    Therefore, the methodical approach covers the complete process chain of pin joining,
    including the load-bearing capacity of the joint by means of numerical simulation
    and data-driven methods. Thereby, a deeper understanding of the pin joining process
    is generated and the versatility of the novel joining process is increased. Additionally,
    the provision of manufacturing recommendations for the forming of pin joints leads
    to a significant decrease in the failure probability caused by ploughing or buckling
    effects.
article_number: '122'
author:
- first_name: David
  full_name: Römisch, David
  last_name: Römisch
- first_name: Christoph
  full_name: Zirngibl, Christoph
  last_name: Zirngibl
- first_name: Benjamin
  full_name: Schleich, Benjamin
  last_name: Schleich
- first_name: Sandro
  full_name: Wartzack, Sandro
  last_name: Wartzack
- first_name: Marion
  full_name: Merklein, Marion
  last_name: Merklein
citation:
  ama: Römisch D, Zirngibl C, Schleich B, Wartzack S, Merklein M. Robustness Analysis
    of Pin Joining. <i>Journal of Manufacturing and Materials Processing</i>. 2022;6(5).
    doi:<a href="https://doi.org/10.3390/jmmp6050122">10.3390/jmmp6050122</a>
  apa: Römisch, D., Zirngibl, C., Schleich, B., Wartzack, S., &#38; Merklein, M. (2022).
    Robustness Analysis of Pin Joining. <i>Journal of Manufacturing and Materials
    Processing</i>, <i>6</i>(5), Article 122. <a href="https://doi.org/10.3390/jmmp6050122">https://doi.org/10.3390/jmmp6050122</a>
  bibtex: '@article{Römisch_Zirngibl_Schleich_Wartzack_Merklein_2022, title={Robustness
    Analysis of Pin Joining}, volume={6}, DOI={<a href="https://doi.org/10.3390/jmmp6050122">10.3390/jmmp6050122</a>},
    number={5122}, journal={Journal of Manufacturing and Materials Processing}, publisher={MDPI
    AG}, author={Römisch, David and Zirngibl, Christoph and Schleich, Benjamin and
    Wartzack, Sandro and Merklein, Marion}, year={2022} }'
  chicago: Römisch, David, Christoph Zirngibl, Benjamin Schleich, Sandro Wartzack,
    and Marion Merklein. “Robustness Analysis of Pin Joining.” <i>Journal of Manufacturing
    and Materials Processing</i> 6, no. 5 (2022). <a href="https://doi.org/10.3390/jmmp6050122">https://doi.org/10.3390/jmmp6050122</a>.
  ieee: 'D. Römisch, C. Zirngibl, B. Schleich, S. Wartzack, and M. Merklein, “Robustness
    Analysis of Pin Joining,” <i>Journal of Manufacturing and Materials Processing</i>,
    vol. 6, no. 5, Art. no. 122, 2022, doi: <a href="https://doi.org/10.3390/jmmp6050122">10.3390/jmmp6050122</a>.'
  mla: Römisch, David, et al. “Robustness Analysis of Pin Joining.” <i>Journal of
    Manufacturing and Materials Processing</i>, vol. 6, no. 5, 122, MDPI AG, 2022,
    doi:<a href="https://doi.org/10.3390/jmmp6050122">10.3390/jmmp6050122</a>.
  short: D. Römisch, C. Zirngibl, B. Schleich, S. Wartzack, M. Merklein, Journal of
    Manufacturing and Materials Processing 6 (2022).
date_created: 2022-12-06T19:03:30Z
date_updated: 2023-01-02T11:01:05Z
department:
- _id: '630'
doi: 10.3390/jmmp6050122
intvolume: '         6'
issue: '5'
keyword:
- Industrial and Manufacturing Engineering
- Mechanical Engineering
- Mechanics of Materials
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2504-4494/6/5/122
oa: '1'
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '132'
  name: 'TRR 285 - B: TRR 285 - Project Area B'
- _id: '144'
  name: 'TRR 285 – B05: TRR 285 - Subproject B05'
- _id: '133'
  name: 'TRR 285 - C: TRR 285 - Project Area C'
- _id: '145'
  name: 'TRR 285 – C01: TRR 285 - Subproject C01'
publication: Journal of Manufacturing and Materials Processing
publication_identifier:
  issn:
  - 2504-4494
publication_status: published
publisher: MDPI AG
status: public
title: Robustness Analysis of Pin Joining
type: journal_article
user_id: '14931'
volume: 6
year: '2022'
...
---
_id: '34255'
abstract:
- lang: eng
  text: Deformation of continuous fibre reinforced plastics during thermally-assisted
    forming or joining processes leads to a change of the initial material structure.
    The load behaviour of composite parts strongly depends on the resultant material
    structure. The prediction of this material structure is a challenging task and
    requires a deep knowledge of the material behaviour above melting temperature
    and the occurring complex forming phenomena. Through this knowledge, the optimisation
    of manufacturing parameters for a more efficient and reproducible process can
    be enabled and are in the focus of many investigations. In the present paper,
    a simplified pultrusion test rig is developed and presented to investigate the
    deformation behaviour of a thermoplastic semi-finished fiber product in a forming
    element. Therefore, different process parameters, like forming element temperature,
    pulling velocity as well as the forming element geometry, are varied. The deformation
    behaviour in the forming zone of the thermoplastic preimpregnated continuous glass
    fibre-reinforced material is investigated by computed tomography and the resultant
    pulling forces are measured. The results clearly show the correlation between
    the forming element temperature and the resulting forces due to a change in the
    viscosity of the thermoplastic matrix and the resulting fiber matrix interaction.
    In addition, the evaluation of the measurement data shows which forming forces
    are required to change the shape of the thermoplastic unidirectional material
    with a rectangular cross-section to a round one.
article_number: '146'
author:
- first_name: Andreas
  full_name: Borowski, Andreas
  last_name: Borowski
- first_name: Benjamin
  full_name: Gröger, Benjamin
  last_name: Gröger
- first_name: René
  full_name: Füßel, René
  last_name: Füßel
- first_name: Maik
  full_name: Gude, Maik
  last_name: Gude
citation:
  ama: Borowski A, Gröger B, Füßel R, Gude M. Characterisation of Fibre Bundle Deformation
    Behaviour—Test Rig, Results and Conclusions. <i>Journal of Manufacturing and Materials
    Processing</i>. 2022;6(6). doi:<a href="https://doi.org/10.3390/jmmp6060146">10.3390/jmmp6060146</a>
  apa: Borowski, A., Gröger, B., Füßel, R., &#38; Gude, M. (2022). Characterisation
    of Fibre Bundle Deformation Behaviour—Test Rig, Results and Conclusions. <i>Journal
    of Manufacturing and Materials Processing</i>, <i>6</i>(6), Article 146. <a href="https://doi.org/10.3390/jmmp6060146">https://doi.org/10.3390/jmmp6060146</a>
  bibtex: '@article{Borowski_Gröger_Füßel_Gude_2022, title={Characterisation of Fibre
    Bundle Deformation Behaviour—Test Rig, Results and Conclusions}, volume={6}, DOI={<a
    href="https://doi.org/10.3390/jmmp6060146">10.3390/jmmp6060146</a>}, number={6146},
    journal={Journal of Manufacturing and Materials Processing}, publisher={MDPI AG},
    author={Borowski, Andreas and Gröger, Benjamin and Füßel, René and Gude, Maik},
    year={2022} }'
  chicago: Borowski, Andreas, Benjamin Gröger, René Füßel, and Maik Gude. “Characterisation
    of Fibre Bundle Deformation Behaviour—Test Rig, Results and Conclusions.” <i>Journal
    of Manufacturing and Materials Processing</i> 6, no. 6 (2022). <a href="https://doi.org/10.3390/jmmp6060146">https://doi.org/10.3390/jmmp6060146</a>.
  ieee: 'A. Borowski, B. Gröger, R. Füßel, and M. Gude, “Characterisation of Fibre
    Bundle Deformation Behaviour—Test Rig, Results and Conclusions,” <i>Journal of
    Manufacturing and Materials Processing</i>, vol. 6, no. 6, Art. no. 146, 2022,
    doi: <a href="https://doi.org/10.3390/jmmp6060146">10.3390/jmmp6060146</a>.'
  mla: Borowski, Andreas, et al. “Characterisation of Fibre Bundle Deformation Behaviour—Test
    Rig, Results and Conclusions.” <i>Journal of Manufacturing and Materials Processing</i>,
    vol. 6, no. 6, 146, MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/jmmp6060146">10.3390/jmmp6060146</a>.
  short: A. Borowski, B. Gröger, R. Füßel, M. Gude, Journal of Manufacturing and Materials
    Processing 6 (2022).
date_created: 2022-12-06T20:38:11Z
date_updated: 2023-01-02T11:05:02Z
department:
- _id: '630'
doi: 10.3390/jmmp6060146
intvolume: '         6'
issue: '6'
keyword:
- Industrial and Manufacturing Engineering
- Mechanical Engineering
- Mechanics of Materials
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2504-4494/6/6/146
oa: '1'
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '131'
  name: 'TRR 285 - A: TRR 285 - Project Area A'
- _id: '137'
  name: 'TRR 285 – A03: TRR 285 - Subproject A03'
publication: Journal of Manufacturing and Materials Processing
publication_identifier:
  issn:
  - 2504-4494
publication_status: published
publisher: MDPI AG
status: public
title: Characterisation of Fibre Bundle Deformation Behaviour—Test Rig, Results and
  Conclusions
type: journal_article
user_id: '14931'
volume: 6
year: '2022'
...
---
_id: '34248'
abstract:
- lang: eng
  text: Pin extrusion is a common process to realise pin structures in different geometrical
    dimensions for a subsequent joining operation. Nevertheless, the process of pin
    extrusion offers process limits regarding sheet thinning as a consequence of the
    punch penetration depth into the sheet. Thereby, cracks at the residual sheet
    thickness can occur during strength tests, resulting in a failure of the complete
    joint due to severe thinning. Therefore, measures have to be taken into account
    to reduce the thinning. One possibility is the application of orbital formed tailored
    blanks with a local material pre-distribution, which allows a higher sheet thickness
    in the desired area. Within this contribution, the novel approach of a process
    combination of orbital forming and pin extrusion is investigated. To reveal the
    potential of a local material pre-distribution, conventional specimens are compared
    with previously orbital formed components. Relevant parameters such as the residual
    sheet thickness, the pin height as well as the average hardness values are compared.
    The results show a significant positive influence of a local material pre-distribution
    on the residual sheet thickness as well as the resulting pin height. Furthermore,
    the strain hardening during orbital forming can be seen as an additional advantage.
    To conclude the results, the process limits of conventional pin extrusion can
    be expanded significantly by the application of specimens with a local material
    pre-distribution.
article_number: '127'
author:
- first_name: David
  full_name: Römisch, David
  last_name: Römisch
- first_name: Andreas
  full_name: Hetzel, Andreas
  last_name: Hetzel
- first_name: Simon
  full_name: Wituschek, Simon
  last_name: Wituschek
- first_name: Michael
  full_name: Lechner, Michael
  last_name: Lechner
- first_name: Marion
  full_name: Merklein, Marion
  last_name: Merklein
citation:
  ama: Römisch D, Hetzel A, Wituschek S, Lechner M, Merklein M. Pin Extrusion for
    Mechanical Joining from Orbital Formed Tailored Blanks with Local Material Pre-Distribution.
    <i>Journal of Manufacturing and Materials Processing</i>. 2022;6(6). doi:<a href="https://doi.org/10.3390/jmmp6060127">10.3390/jmmp6060127</a>
  apa: Römisch, D., Hetzel, A., Wituschek, S., Lechner, M., &#38; Merklein, M. (2022).
    Pin Extrusion for Mechanical Joining from Orbital Formed Tailored Blanks with
    Local Material Pre-Distribution. <i>Journal of Manufacturing and Materials Processing</i>,
    <i>6</i>(6), Article 127. <a href="https://doi.org/10.3390/jmmp6060127">https://doi.org/10.3390/jmmp6060127</a>
  bibtex: '@article{Römisch_Hetzel_Wituschek_Lechner_Merklein_2022, title={Pin Extrusion
    for Mechanical Joining from Orbital Formed Tailored Blanks with Local Material
    Pre-Distribution}, volume={6}, DOI={<a href="https://doi.org/10.3390/jmmp6060127">10.3390/jmmp6060127</a>},
    number={6127}, journal={Journal of Manufacturing and Materials Processing}, publisher={MDPI
    AG}, author={Römisch, David and Hetzel, Andreas and Wituschek, Simon and Lechner,
    Michael and Merklein, Marion}, year={2022} }'
  chicago: Römisch, David, Andreas Hetzel, Simon Wituschek, Michael Lechner, and Marion
    Merklein. “Pin Extrusion for Mechanical Joining from Orbital Formed Tailored Blanks
    with Local Material Pre-Distribution.” <i>Journal of Manufacturing and Materials
    Processing</i> 6, no. 6 (2022). <a href="https://doi.org/10.3390/jmmp6060127">https://doi.org/10.3390/jmmp6060127</a>.
  ieee: 'D. Römisch, A. Hetzel, S. Wituschek, M. Lechner, and M. Merklein, “Pin Extrusion
    for Mechanical Joining from Orbital Formed Tailored Blanks with Local Material
    Pre-Distribution,” <i>Journal of Manufacturing and Materials Processing</i>, vol.
    6, no. 6, Art. no. 127, 2022, doi: <a href="https://doi.org/10.3390/jmmp6060127">10.3390/jmmp6060127</a>.'
  mla: Römisch, David, et al. “Pin Extrusion for Mechanical Joining from Orbital Formed
    Tailored Blanks with Local Material Pre-Distribution.” <i>Journal of Manufacturing
    and Materials Processing</i>, vol. 6, no. 6, 127, MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/jmmp6060127">10.3390/jmmp6060127</a>.
  short: D. Römisch, A. Hetzel, S. Wituschek, M. Lechner, M. Merklein, Journal of
    Manufacturing and Materials Processing 6 (2022).
date_created: 2022-12-06T18:56:24Z
date_updated: 2023-01-02T11:01:34Z
department:
- _id: '630'
doi: 10.3390/jmmp6060127
intvolume: '         6'
issue: '6'
keyword:
- Industrial and Manufacturing Engineering
- Mechanical Engineering
- Mechanics of Materials
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '133'
  name: 'TRR 285 - C: TRR 285 - Project Area C'
- _id: '145'
  name: 'TRR 285 – C01: TRR 285 - Subproject C01'
- _id: '146'
  name: 'TRR 285 – C02: TRR 285 - Subproject C02'
publication: Journal of Manufacturing and Materials Processing
publication_identifier:
  issn:
  - 2504-4494
publication_status: published
publisher: MDPI AG
status: public
title: Pin Extrusion for Mechanical Joining from Orbital Formed Tailored Blanks with
  Local Material Pre-Distribution
type: journal_article
user_id: '14931'
volume: 6
year: '2022'
...
---
_id: '34280'
abstract:
- lang: eng
  text: Clinching is a cost efficient method for joining components in series production.
    To assure the clinch point’s quality, the force displacement curve during clinching
    or the bottom thickness are monitored. The most significant geometrical characteristics
    of the clinch point, neck thickness and undercut, are usually tested destructively
    by microsectioning. However, micrograph preparation goes ahead with a resetting
    of elastic deformations and crack-closing after unloading. To generate a comprehensive
    knowledge of the clinch point’s inner geometry under load, in-situ computed tomography
    (CT) and acoustic testing (TDA) can be combined. While the TDA is highly sensitive
    to the inner state of the clinch point, it could detect critical events like crack
    development during loading. If such events are indicated, the loading process
    is stopped and a stepped in-situ CT of the following crack and deformation development
    is performed. In this paper, the concept is applied to the process of clinching
    itself, providing a detailed three-dimensional insight in the development of the
    joining zone. A test set-up is used which allows a stepwise clinching of two aluminium
    sheets EN AW 6014. Furthermore, this set-up is positioned within a CT system.
    In order to minimize X-ray absorption, a beryllium cylinder is used within the
    set-up frame and clinching tools are made from Si3N4. The actuator and sensor
    necessary for the TDA are integrated in the set-up. In regular process steps,
    the clinching process is interrupted in order to perform a TDA and a CT scan.
    In order to enhance the visibility of the interface, a thin tin layer is positioned
    between the sheets prior clinching. It is shown, that the test-set up allows a
    monitoring of the dynamic behaviour of the specimen during clinching while the
    CT scans visualize the inner geometry and material flow non-destructively.
author:
- first_name: Daniel
  full_name: Köhler, Daniel
  last_name: Köhler
- first_name: Richard
  full_name: Stephan, Richard
  last_name: Stephan
- first_name: Robert
  full_name: Kupfer, Robert
  last_name: Kupfer
- first_name: Juliane
  full_name: Troschitz, Juliane
  last_name: Troschitz
- first_name: Alexander
  full_name: Brosius, Alexander
  last_name: Brosius
- first_name: Maik
  full_name: Gude, Maik
  last_name: Gude
citation:
  ama: 'Köhler D, Stephan R, Kupfer R, Troschitz J, Brosius A, Gude M. Investigations
    on Combined in situ CT and Acoustic Analysis during Clinching. In: <i>Key Engineering
    Materials</i>. Vol 926. Trans Tech Publications, Ltd.; 2022:1489-1497. doi:<a
    href="https://doi.org/10.4028/p-32330d">10.4028/p-32330d</a>'
  apa: Köhler, D., Stephan, R., Kupfer, R., Troschitz, J., Brosius, A., &#38; Gude,
    M. (2022). Investigations on Combined in situ CT and Acoustic Analysis during
    Clinching. <i>Key Engineering Materials</i>, <i>926</i>, 1489–1497. <a href="https://doi.org/10.4028/p-32330d">https://doi.org/10.4028/p-32330d</a>
  bibtex: '@inproceedings{Köhler_Stephan_Kupfer_Troschitz_Brosius_Gude_2022, title={Investigations
    on Combined in situ CT and Acoustic Analysis during Clinching}, volume={926},
    DOI={<a href="https://doi.org/10.4028/p-32330d">10.4028/p-32330d</a>}, booktitle={Key
    Engineering Materials}, publisher={Trans Tech Publications, Ltd.}, author={Köhler,
    Daniel and Stephan, Richard and Kupfer, Robert and Troschitz, Juliane and Brosius,
    Alexander and Gude, Maik}, year={2022}, pages={1489–1497} }'
  chicago: Köhler, Daniel, Richard Stephan, Robert Kupfer, Juliane Troschitz, Alexander
    Brosius, and Maik Gude. “Investigations on Combined in Situ CT and Acoustic Analysis
    during Clinching.” In <i>Key Engineering Materials</i>, 926:1489–97. Trans Tech
    Publications, Ltd., 2022. <a href="https://doi.org/10.4028/p-32330d">https://doi.org/10.4028/p-32330d</a>.
  ieee: 'D. Köhler, R. Stephan, R. Kupfer, J. Troschitz, A. Brosius, and M. Gude,
    “Investigations on Combined in situ CT and Acoustic Analysis during Clinching,”
    in <i>Key Engineering Materials</i>, 2022, vol. 926, pp. 1489–1497, doi: <a href="https://doi.org/10.4028/p-32330d">10.4028/p-32330d</a>.'
  mla: Köhler, Daniel, et al. “Investigations on Combined in Situ CT and Acoustic
    Analysis during Clinching.” <i>Key Engineering Materials</i>, vol. 926, Trans
    Tech Publications, Ltd., 2022, pp. 1489–97, doi:<a href="https://doi.org/10.4028/p-32330d">10.4028/p-32330d</a>.
  short: 'D. Köhler, R. Stephan, R. Kupfer, J. Troschitz, A. Brosius, M. Gude, in:
    Key Engineering Materials, Trans Tech Publications, Ltd., 2022, pp. 1489–1497.'
date_created: 2022-12-07T16:38:44Z
date_updated: 2023-01-02T11:13:59Z
department:
- _id: '630'
doi: 10.4028/p-32330d
intvolume: '       926'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- General Materials Science
language:
- iso: eng
page: 1489-1497
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '133'
  name: 'TRR 285 - C: TRR 285 - Project Area C'
- _id: '148'
  name: 'TRR 285 – C04: TRR 285 - Subproject C04'
publication: Key Engineering Materials
publication_identifier:
  issn:
  - 1662-9795
publication_status: published
publisher: Trans Tech Publications, Ltd.
status: public
title: Investigations on Combined in situ CT and Acoustic Analysis during Clinching
type: conference
user_id: '14931'
volume: 926
year: '2022'
...
---
_id: '34261'
abstract:
- lang: eng
  text: Mechanical clinching is used to create lightweight hybrid structures. In order
    to estimate the service life of clinched components, its fatigue properties need
    to be known under different mechanical loading conditions. In addition to fatigue,
    corrosion is another factor that affects the fatigue life of clinched joints.
    In the literature, many corrosion and high-cycle fatigue damage models exist.
    However, little is known about how both phenomena interact in clinched joints.
    In this article, the influence of galvanic corrosion on clinched EN AW-6014/HCT590X + Z
    sheets on the fatigue life is investigated by means of numerical simulations and
    experimental results. An accurate prediction of the Wöhler lines of non-corroded
    and pre-corroded clinched specimens is shown.
author:
- 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: Harzheim S, Hofmann M, Wallmersperger T. Numerical fatigue life prediction
    of corroded and non-corroded clinched joints. <i>Mechanics of Advanced Materials
    and Structures</i>. Published online 2022:1-6. doi:<a href="https://doi.org/10.1080/15376494.2022.2140233">10.1080/15376494.2022.2140233</a>
  apa: Harzheim, S., Hofmann, M., &#38; Wallmersperger, T. (2022). Numerical fatigue
    life prediction of corroded and non-corroded clinched joints. <i>Mechanics of
    Advanced Materials and Structures</i>, 1–6. <a href="https://doi.org/10.1080/15376494.2022.2140233">https://doi.org/10.1080/15376494.2022.2140233</a>
  bibtex: '@article{Harzheim_Hofmann_Wallmersperger_2022, title={Numerical fatigue
    life prediction of corroded and non-corroded clinched joints}, DOI={<a href="https://doi.org/10.1080/15376494.2022.2140233">10.1080/15376494.2022.2140233</a>},
    journal={Mechanics of Advanced Materials and Structures}, publisher={Informa UK
    Limited}, author={Harzheim, Sven and Hofmann, Martin and Wallmersperger, Thomas},
    year={2022}, pages={1–6} }'
  chicago: Harzheim, Sven, Martin Hofmann, and Thomas Wallmersperger. “Numerical Fatigue
    Life Prediction of Corroded and Non-Corroded Clinched Joints.” <i>Mechanics of
    Advanced Materials and Structures</i>, 2022, 1–6. <a href="https://doi.org/10.1080/15376494.2022.2140233">https://doi.org/10.1080/15376494.2022.2140233</a>.
  ieee: 'S. Harzheim, M. Hofmann, and T. Wallmersperger, “Numerical fatigue life prediction
    of corroded and non-corroded clinched joints,” <i>Mechanics of Advanced Materials
    and Structures</i>, pp. 1–6, 2022, doi: <a href="https://doi.org/10.1080/15376494.2022.2140233">10.1080/15376494.2022.2140233</a>.'
  mla: Harzheim, Sven, et al. “Numerical Fatigue Life Prediction of Corroded and Non-Corroded
    Clinched Joints.” <i>Mechanics of Advanced Materials and Structures</i>, Informa
    UK Limited, 2022, pp. 1–6, doi:<a href="https://doi.org/10.1080/15376494.2022.2140233">10.1080/15376494.2022.2140233</a>.
  short: S. Harzheim, M. Hofmann, T. Wallmersperger, Mechanics of Advanced Materials
    and Structures (2022) 1–6.
date_created: 2022-12-07T10:03:17Z
date_updated: 2023-01-02T11:10:49Z
department:
- _id: '630'
doi: 10.1080/15376494.2022.2140233
keyword:
- Mechanical Engineering
- Mechanics of Materials
- General Materials Science
- General Mathematics
- Civil and Structural Engineering
language:
- iso: eng
page: 1-6
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: Mechanics of Advanced Materials and Structures
publication_identifier:
  issn:
  - 1537-6494
  - 1537-6532
publication_status: published
publisher: Informa UK Limited
status: public
title: Numerical fatigue life prediction of corroded and non-corroded clinched joints
type: journal_article
user_id: '14931'
year: '2022'
...
---
_id: '33694'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n               <jats:p>The round robin
    test investigated the reliability users can expect for AlSi10Mg additive manufactured
    specimens by laser powder bed fusion through examining powder quality, process
    parameter, microstructure defects, strength and fatigue. Besides for one outlier,
    expected static material properties could be found. Optical microstructure inspection
    was beneficial to determine true porosity and porosity types to explain the occurring
    scatter in properties. Fractographic analyses reveal that the fatigue crack propagation
    starts at the rough as-built surface for all specimens. Statistical analysis of
    the scatter in fatigue using statistical derived safety factors concludes that
    at a stress of 36.87 MPa the fatigue limit of 10<jats:sup>7</jats:sup> cycles
    could be reached for all specimen with a survival probability of 99.999 %.</jats:p>"
author:
- first_name: M.
  full_name: Schneider, M.
  last_name: Schneider
- first_name: D.
  full_name: Bettge, D.
  last_name: Bettge
- first_name: M.
  full_name: Binder, M.
  last_name: Binder
- first_name: K.
  full_name: Dollmeier, K.
  last_name: Dollmeier
- first_name: Malte
  full_name: Dreyer, Malte
  id: '66695'
  last_name: Dreyer
  orcid: 0000-0001-9560-9510
- first_name: K.
  full_name: Hilgenberg, K.
  last_name: Hilgenberg
- first_name: B.
  full_name: Klöden, B.
  last_name: Klöden
- first_name: T.
  full_name: Schlingmann, T.
  last_name: Schlingmann
- first_name: J.
  full_name: Schmidt, J.
  last_name: Schmidt
citation:
  ama: 'Schneider M, Bettge D, Binder M, et al. Reproducibility and Scattering in
    Additive Manufacturing: Results from a Round Robin on PBF-LB/M AlSi10Mg Alloy.
    <i>Practical Metallography</i>. 2022;59(10):580-614. doi:<a href="https://doi.org/10.1515/pm-2022-1018">10.1515/pm-2022-1018</a>'
  apa: 'Schneider, M., Bettge, D., Binder, M., Dollmeier, K., Dreyer, M., Hilgenberg,
    K., Klöden, B., Schlingmann, T., &#38; Schmidt, J. (2022). Reproducibility and
    Scattering in Additive Manufacturing: Results from a Round Robin on PBF-LB/M AlSi10Mg
    Alloy. <i>Practical Metallography</i>, <i>59</i>(10), 580–614. <a href="https://doi.org/10.1515/pm-2022-1018">https://doi.org/10.1515/pm-2022-1018</a>'
  bibtex: '@article{Schneider_Bettge_Binder_Dollmeier_Dreyer_Hilgenberg_Klöden_Schlingmann_Schmidt_2022,
    title={Reproducibility and Scattering in Additive Manufacturing: Results from
    a Round Robin on PBF-LB/M AlSi10Mg Alloy}, volume={59}, DOI={<a href="https://doi.org/10.1515/pm-2022-1018">10.1515/pm-2022-1018</a>},
    number={10}, journal={Practical Metallography}, publisher={Walter de Gruyter GmbH},
    author={Schneider, M. and Bettge, D. and Binder, M. and Dollmeier, K. and Dreyer,
    Malte and Hilgenberg, K. and Klöden, B. and Schlingmann, T. and Schmidt, J.},
    year={2022}, pages={580–614} }'
  chicago: 'Schneider, M., D. Bettge, M. Binder, K. Dollmeier, Malte Dreyer, K. Hilgenberg,
    B. Klöden, T. Schlingmann, and J. Schmidt. “Reproducibility and Scattering in
    Additive Manufacturing: Results from a Round Robin on PBF-LB/M AlSi10Mg Alloy.”
    <i>Practical Metallography</i> 59, no. 10 (2022): 580–614. <a href="https://doi.org/10.1515/pm-2022-1018">https://doi.org/10.1515/pm-2022-1018</a>.'
  ieee: 'M. Schneider <i>et al.</i>, “Reproducibility and Scattering in Additive Manufacturing:
    Results from a Round Robin on PBF-LB/M AlSi10Mg Alloy,” <i>Practical Metallography</i>,
    vol. 59, no. 10, pp. 580–614, 2022, doi: <a href="https://doi.org/10.1515/pm-2022-1018">10.1515/pm-2022-1018</a>.'
  mla: 'Schneider, M., et al. “Reproducibility and Scattering in Additive Manufacturing:
    Results from a Round Robin on PBF-LB/M AlSi10Mg Alloy.” <i>Practical Metallography</i>,
    vol. 59, no. 10, Walter de Gruyter GmbH, 2022, pp. 580–614, doi:<a href="https://doi.org/10.1515/pm-2022-1018">10.1515/pm-2022-1018</a>.'
  short: M. Schneider, D. Bettge, M. Binder, K. Dollmeier, M. Dreyer, K. Hilgenberg,
    B. Klöden, T. Schlingmann, J. Schmidt, Practical Metallography 59 (2022) 580–614.
date_created: 2022-10-11T13:15:48Z
date_updated: 2023-01-04T14:48:17Z
doi: 10.1515/pm-2022-1018
intvolume: '        59'
issue: '10'
keyword:
- Metals and Alloys
- Mechanics of Materials
- Condensed Matter Physics
- Electronic
- Optical and Magnetic Materials
language:
- iso: eng
page: 580-614
publication: Practical Metallography
publication_identifier:
  issn:
  - 2195-8599
  - 0032-678X
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: 'Reproducibility and Scattering in Additive Manufacturing: Results from a Round
  Robin on PBF-LB/M AlSi10Mg Alloy'
type: journal_article
user_id: '66695'
volume: 59
year: '2022'
...
---
_id: '34817'
article_type: original
author:
- first_name: Maximilian
  full_name: Hanusch, Maximilian
  id: '30905'
  last_name: Hanusch
citation:
  ama: Hanusch M. Regularity of Lie groups. <i>Communications in Analysis and Geometry</i>.
    2022;30(1):53-152. doi:<a href="https://doi.org/10.4310/cag.2022.v30.n1.a2">10.4310/cag.2022.v30.n1.a2</a>
  apa: Hanusch, M. (2022). Regularity of Lie groups. <i>Communications in Analysis
    and Geometry</i>, <i>30</i>(1), 53–152. <a href="https://doi.org/10.4310/cag.2022.v30.n1.a2">https://doi.org/10.4310/cag.2022.v30.n1.a2</a>
  bibtex: '@article{Hanusch_2022, title={Regularity of Lie groups}, volume={30}, DOI={<a
    href="https://doi.org/10.4310/cag.2022.v30.n1.a2">10.4310/cag.2022.v30.n1.a2</a>},
    number={1}, journal={Communications in Analysis and Geometry}, publisher={International
    Press of Boston}, author={Hanusch, Maximilian}, year={2022}, pages={53–152} }'
  chicago: 'Hanusch, Maximilian. “Regularity of Lie Groups.” <i>Communications in
    Analysis and Geometry</i> 30, no. 1 (2022): 53–152. <a href="https://doi.org/10.4310/cag.2022.v30.n1.a2">https://doi.org/10.4310/cag.2022.v30.n1.a2</a>.'
  ieee: 'M. Hanusch, “Regularity of Lie groups,” <i>Communications in Analysis and
    Geometry</i>, vol. 30, no. 1, pp. 53–152, 2022, doi: <a href="https://doi.org/10.4310/cag.2022.v30.n1.a2">10.4310/cag.2022.v30.n1.a2</a>.'
  mla: Hanusch, Maximilian. “Regularity of Lie Groups.” <i>Communications in Analysis
    and Geometry</i>, vol. 30, no. 1, International Press of Boston, 2022, pp. 53–152,
    doi:<a href="https://doi.org/10.4310/cag.2022.v30.n1.a2">10.4310/cag.2022.v30.n1.a2</a>.
  short: M. Hanusch, Communications in Analysis and Geometry 30 (2022) 53–152.
date_created: 2022-12-22T09:19:43Z
date_updated: 2023-01-09T18:07:30Z
department:
- _id: '93'
doi: 10.4310/cag.2022.v30.n1.a2
extern: '1'
intvolume: '        30'
issue: '1'
keyword:
- regularity of Lie groups
language:
- iso: eng
page: 53-152
publication: Communications in Analysis and Geometry
publication_identifier:
  issn:
  - 1019-8385
  - 1944-9992
publication_status: published
publisher: International Press of Boston
status: public
title: Regularity of Lie groups
type: journal_article
user_id: '30905'
volume: 30
year: '2022'
...
---
_id: '35620'
abstract:
- lang: eng
  text: Deep learning models fuel many modern decision support systems, because they
    typically provide high predictive performance. Among other domains, deep learning
    is used in real-estate appraisal, where it allows to extend the analysis from
    hard facts only (e.g., size, age) to also consider more implicit information about
    the location or appearance of houses in the form of image data. However, one downside
    of deep learning models is their intransparent mechanic of decision making, which
    leads to a trade-off between accuracy and interpretability. This limits their
    applicability for tasks where a justification of the decision is necessary. Therefore,
    in this paper, we first combine different perspectives on interpretability into
    a multi-dimensional framework for a socio-technical perspective on explainable
    artificial intelligence. Second, we measure the performance gains of using multi-view
    deep learning which leverages additional image data (satellite images) for real
    estate appraisal. Third, we propose and test a novel post-hoc explainability method
    called Grad-Ram. This modified version of Grad-Cam mitigates the intransparency
    of convolutional neural networks (CNNs) for predicting continuous outcome variables.
    With this, we try to reduce the accuracy-interpretability trade-off of multi-view
    deep learning models. Our proposed network architecture outperforms traditional
    hedonic regression models by 34% in terms of MAE. Furthermore, we find that the
    used satellite images are the second most important predictor after square feet
    in our model and that the network learns interpretable patterns about the neighborhood
    structure and density.
article_type: original
author:
- first_name: Jan-Peter
  full_name: Kucklick, Jan-Peter
  id: '77066'
  last_name: Kucklick
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
citation:
  ama: 'Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off:
    Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal.
    <i>ACM Transactions on Management Information Systems</i>. Published online 2022.
    doi:<a href="https://doi.org/10.1145/3567430">10.1145/3567430</a>'
  apa: 'Kucklick, J.-P., &#38; Müller, O. (2022). Tackling the Accuracy–Interpretability
    Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate
    Appraisal. <i>ACM Transactions on Management Information Systems</i>. <a href="https://doi.org/10.1145/3567430">https://doi.org/10.1145/3567430</a>'
  bibtex: '@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability
    Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate
    Appraisal}, DOI={<a href="https://doi.org/10.1145/3567430">10.1145/3567430</a>},
    journal={ACM Transactions on Management Information Systems}, publisher={Association
    for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver},
    year={2022} }'
  chicago: 'Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability
    Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate
    Appraisal.” <i>ACM Transactions on Management Information Systems</i>, 2022. <a
    href="https://doi.org/10.1145/3567430">https://doi.org/10.1145/3567430</a>.'
  ieee: 'J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off:
    Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,”
    <i>ACM Transactions on Management Information Systems</i>, 2022, doi: <a href="https://doi.org/10.1145/3567430">10.1145/3567430</a>.'
  mla: 'Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability
    Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate
    Appraisal.” <i>ACM Transactions on Management Information Systems</i>, Association
    for Computing Machinery (ACM), 2022, doi:<a href="https://doi.org/10.1145/3567430">10.1145/3567430</a>.'
  short: J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems
    (2022).
date_created: 2023-01-10T05:16:02Z
date_updated: 2023-01-10T05:20:18Z
department:
- _id: '195'
- _id: '196'
doi: 10.1145/3567430
keyword:
- Interpretability
- Convolutional Neural Network
- Accuracy-Interpretability Trade-Of
- Real Estate Appraisal
- Hedonic Pricing
- Grad-Ram
language:
- iso: eng
main_file_link:
- url: https://dl.acm.org/doi/pdf/10.1145/3567430
publication: ACM Transactions on Management Information Systems
publication_identifier:
  issn:
  - 2158-656X
  - 2158-6578
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: 'Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning
  Models for Satellite Image-based Real Estate Appraisal'
type: journal_article
user_id: '77066'
year: '2022'
...
---
_id: '35740'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>While the Information Systems (IS)
    discipline has researched digital platforms extensively, the body of knowledge
    appertaining to platforms still appears fragmented and lacking conceptual consistency.
    Based on automated text mining and unsupervised machine learning, we collect,
    analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising
    11,049 papers spanning 44 years of research activity. From a cluster analysis
    concerning platform concepts’ semantically most similar words, we identify six
    research streams on platforms, each with their own platform terms. Based on interpreting
    the identified concepts vis-à-vis the extant research and considering a temporal
    perspective on the concepts’ application, we present a lexicon of platform concepts,
    to guide further research on platforms in the IS discipline. Researchers and managers
    can build on our results to position their work appropriately, applying a specific
    theoretical perspective on platforms in isolation or combining multiple perspectives
    to study platform phenomena at a more abstract level.</jats:p>
author:
- first_name: Christian
  full_name: Bartelheimer, Christian
  last_name: Bartelheimer
- first_name: Philipp
  full_name: zur Heiden, Philipp
  last_name: zur Heiden
- first_name: Hedda
  full_name: Lüttenberg, Hedda
  last_name: Lüttenberg
- first_name: Daniel
  full_name: Beverungen, Daniel
  last_name: Beverungen
citation:
  ama: 'Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the
    lexicon of platforms in information systems: a data-driven study. <i>Electronic
    Markets</i>. 2022;32(1):375-396. doi:<a href="https://doi.org/10.1007/s12525-022-00530-6">10.1007/s12525-022-00530-6</a>'
  apa: 'Bartelheimer, C., zur Heiden, P., Lüttenberg, H., &#38; Beverungen, D. (2022).
    Systematizing the lexicon of platforms in information systems: a data-driven study.
    <i>Electronic Markets</i>, <i>32</i>(1), 375–396. <a href="https://doi.org/10.1007/s12525-022-00530-6">https://doi.org/10.1007/s12525-022-00530-6</a>'
  bibtex: '@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing
    the lexicon of platforms in information systems: a data-driven study}, volume={32},
    DOI={<a href="https://doi.org/10.1007/s12525-022-00530-6">10.1007/s12525-022-00530-6</a>},
    number={1}, journal={Electronic Markets}, publisher={Springer Science and Business
    Media LLC}, author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg,
    Hedda and Beverungen, Daniel}, year={2022}, pages={375–396} }'
  chicago: 'Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel
    Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A
    Data-Driven Study.” <i>Electronic Markets</i> 32, no. 1 (2022): 375–96. <a href="https://doi.org/10.1007/s12525-022-00530-6">https://doi.org/10.1007/s12525-022-00530-6</a>.'
  ieee: 'C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing
    the lexicon of platforms in information systems: a data-driven study,” <i>Electronic
    Markets</i>, vol. 32, no. 1, pp. 375–396, 2022, doi: <a href="https://doi.org/10.1007/s12525-022-00530-6">10.1007/s12525-022-00530-6</a>.'
  mla: 'Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in
    Information Systems: A Data-Driven Study.” <i>Electronic Markets</i>, vol. 32,
    no. 1, Springer Science and Business Media LLC, 2022, pp. 375–96, doi:<a href="https://doi.org/10.1007/s12525-022-00530-6">10.1007/s12525-022-00530-6</a>.'
  short: C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic
    Markets 32 (2022) 375–396.
date_created: 2023-01-10T10:10:17Z
date_updated: 2023-01-10T10:12:09Z
department:
- _id: '526'
doi: 10.1007/s12525-022-00530-6
intvolume: '        32'
issue: '1'
keyword:
- Management of Technology and Innovation
- Marketing
- Computer Science Applications
- Economics and Econometrics
- Business and International Management
language:
- iso: eng
page: 375-396
publication: Electronic Markets
publication_identifier:
  issn:
  - 1019-6781
  - 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Systematizing the lexicon of platforms in information systems: a data-driven
  study'
type: journal_article
user_id: '21671'
volume: 32
year: '2022'
...
---
_id: '34053'
article_number: '2102159'
author:
- first_name: Thomas
  full_name: Riedl, Thomas
  id: '36950'
  last_name: Riedl
- first_name: Vinay
  full_name: Kunnathully, Vinay
  last_name: Kunnathully
- first_name: Alexander
  full_name: Trapp, Alexander
  last_name: Trapp
- first_name: Timo
  full_name: Langer, Timo
  last_name: Langer
- first_name: Dirk
  full_name: Reuter, Dirk
  id: '37763'
  last_name: Reuter
- first_name: Jörg
  full_name: Lindner, Jörg
  id: '20797'
  last_name: Lindner
citation:
  ama: Riedl T, Kunnathully V, Trapp A, Langer T, Reuter D, Lindner J. Size‐Dependent
    Strain Relaxation in InAs Quantum Dots on Top of GaAs(111)A Nanopillars. <i>Advanced
    Materials Interfaces</i>. 2022;9(11). doi:<a href="https://doi.org/10.1002/admi.202102159">10.1002/admi.202102159</a>
  apa: Riedl, T., Kunnathully, V., Trapp, A., Langer, T., Reuter, D., &#38; Lindner,
    J. (2022). Size‐Dependent Strain Relaxation in InAs Quantum Dots on Top of GaAs(111)A
    Nanopillars. <i>Advanced Materials Interfaces</i>, <i>9</i>(11), Article 2102159.
    <a href="https://doi.org/10.1002/admi.202102159">https://doi.org/10.1002/admi.202102159</a>
  bibtex: '@article{Riedl_Kunnathully_Trapp_Langer_Reuter_Lindner_2022, title={Size‐Dependent
    Strain Relaxation in InAs Quantum Dots on Top of GaAs(111)A Nanopillars}, volume={9},
    DOI={<a href="https://doi.org/10.1002/admi.202102159">10.1002/admi.202102159</a>},
    number={112102159}, journal={Advanced Materials Interfaces}, publisher={Wiley},
    author={Riedl, Thomas and Kunnathully, Vinay and Trapp, Alexander and Langer,
    Timo and Reuter, Dirk and Lindner, Jörg}, year={2022} }'
  chicago: Riedl, Thomas, Vinay Kunnathully, Alexander Trapp, Timo Langer, Dirk Reuter,
    and Jörg Lindner. “Size‐Dependent Strain Relaxation in InAs Quantum Dots on Top
    of GaAs(111)A Nanopillars.” <i>Advanced Materials Interfaces</i> 9, no. 11 (2022).
    <a href="https://doi.org/10.1002/admi.202102159">https://doi.org/10.1002/admi.202102159</a>.
  ieee: 'T. Riedl, V. Kunnathully, A. Trapp, T. Langer, D. Reuter, and J. Lindner,
    “Size‐Dependent Strain Relaxation in InAs Quantum Dots on Top of GaAs(111)A Nanopillars,”
    <i>Advanced Materials Interfaces</i>, vol. 9, no. 11, Art. no. 2102159, 2022,
    doi: <a href="https://doi.org/10.1002/admi.202102159">10.1002/admi.202102159</a>.'
  mla: Riedl, Thomas, et al. “Size‐Dependent Strain Relaxation in InAs Quantum Dots
    on Top of GaAs(111)A Nanopillars.” <i>Advanced Materials Interfaces</i>, vol.
    9, no. 11, 2102159, Wiley, 2022, doi:<a href="https://doi.org/10.1002/admi.202102159">10.1002/admi.202102159</a>.
  short: T. Riedl, V. Kunnathully, A. Trapp, T. Langer, D. Reuter, J. Lindner, Advanced
    Materials Interfaces 9 (2022).
date_created: 2022-11-10T14:11:18Z
date_updated: 2023-01-10T12:09:09Z
department:
- _id: '15'
- _id: '230'
doi: 10.1002/admi.202102159
intvolume: '         9'
issue: '11'
keyword:
- Mechanical Engineering
- Mechanics of Materials
language:
- iso: eng
publication: Advanced Materials Interfaces
publication_identifier:
  issn:
  - 2196-7350
  - 2196-7350
publication_status: published
publisher: Wiley
status: public
title: Size‐Dependent Strain Relaxation in InAs Quantum Dots on Top of GaAs(111)A
  Nanopillars
type: journal_article
user_id: '77496'
volume: 9
year: '2022'
...
---
_id: '34702'
alternative_title:
- Philosophy and Science in the Age of Émilie Du Châtelet (1706-1749)
citation:
  ama: Hagengruber RE, ed. <i>Époque Émilienne</i>. Springer International Publishing;
    2022. doi:<a href="https://doi.org/10.1007/978-3-030-89921-9">10.1007/978-3-030-89921-9</a>
  apa: Hagengruber, R. E. (Ed.). (2022). <i>Époque Émilienne</i>. Springer International
    Publishing. <a href="https://doi.org/10.1007/978-3-030-89921-9">https://doi.org/10.1007/978-3-030-89921-9</a>
  bibtex: '@book{Hagengruber_2022, place={Cham}, title={Époque Émilienne}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-89921-9">10.1007/978-3-030-89921-9</a>},
    publisher={Springer International Publishing}, year={2022} }'
  chicago: 'Hagengruber, Ruth Edith, ed. <i>Époque Émilienne</i>. Cham: Springer International
    Publishing, 2022. <a href="https://doi.org/10.1007/978-3-030-89921-9">https://doi.org/10.1007/978-3-030-89921-9</a>.'
  ieee: 'R. E. Hagengruber, Ed., <i>Époque Émilienne</i>. Cham: Springer International
    Publishing, 2022.'
  mla: Hagengruber, Ruth Edith, editor. <i>Époque Émilienne</i>. Springer International
    Publishing, 2022, doi:<a href="https://doi.org/10.1007/978-3-030-89921-9">10.1007/978-3-030-89921-9</a>.
  short: R.E. Hagengruber, ed., Époque Émilienne, Springer International Publishing,
    Cham, 2022.
date_created: 2022-12-21T11:21:15Z
date_updated: 2023-01-12T10:04:10Z
department:
- _id: '14'
- _id: '519'
doi: 10.1007/978-3-030-89921-9
editor:
- first_name: Ruth Edith
  full_name: Hagengruber, Ruth Edith
  id: '198'
  last_name: Hagengruber
  orcid: https://orcid.org/0000-0003-3360-6335
keyword:
- Émilie Du Châtelet
- History of Science
- Kant
- Newton
- Maupertuis
- Voltaire
language:
- iso: eng
place: Cham
publication_identifier:
  isbn:
  - '9783030899202'
  - '9783030899219'
  issn:
  - 2523-8760
  - 2523-8779
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
status: public
title: Époque Émilienne
type: book_editor
user_id: '14931'
year: '2022'
...
---
_id: '32413'
abstract:
- lang: eng
  text: Background. Clinching is a conventional cold forming process in which two
    or more sheets can be joined without auxiliary parts. A pre-forming of the parts
    to be joined, which is introduced by previous manufacturing steps, has an influence
    on the joining result. When considering the suitability for joining with regard
    to the formability of the materials, the influence of the preforming steps must
    be taken into account. The influences of strain hardening and sheet thickness
    on the joining properties must be investigated. In this context, a Finite Element
    Method (FEM) based metamodel analysis of the clinching process was carried out
    in [1] to investigate the robustness of the clinching process with respect to
    the different material pre-strains. In [2], the method was extended to the load
    bearing simulation.Procedure. The metamodel from preliminary work based on various
    FE models, which predicts the load-bearing capacity of a clinched joint influenced
    by pre-straining, is compared here with experimental data and the accuracy of
    the metamodel prediction is discussed. For this purpose an experimental procedure
    was further develop which allows the preforming of metal sheets from which joining
    specimens can be separated with a certain degree of unidirectional deformation.
    In the study, the procedure for preparing the joint specimens and the results
    of the loading tests are presented. Different possible relevant pre-strain combinations
    are investigated and compared with the simulation results, to validate the FE
    models and choose suitable metamodel.</jats:p>
author:
- first_name: Christian Roman
  full_name: Bielak, Christian Roman
  id: '34782'
  last_name: Bielak
- first_name: Max
  full_name: Böhnke, Max
  id: '45779'
  last_name: Böhnke
- first_name: Mathias
  full_name: Bobbert, Mathias
  id: '7850'
  last_name: Bobbert
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: Bielak CR, Böhnke M, Bobbert M, Meschut G. Experimental and Numerical Investigation
    on Manufacturing-Induced Pre-Strain on the Load-Bearing Capacity of Clinched Joints.
    <i>Key Engineering Materials</i>. 2022;926:1516-1526. doi:<a href="https://doi.org/10.4028/p-5d009y">10.4028/p-5d009y</a>
  apa: Bielak, C. R., Böhnke, M., Bobbert, M., &#38; Meschut, G. (2022). Experimental
    and Numerical Investigation on Manufacturing-Induced Pre-Strain on the Load-Bearing
    Capacity of Clinched Joints. <i>Key Engineering Materials</i>, <i>926</i>, 1516–1526.
    <a href="https://doi.org/10.4028/p-5d009y">https://doi.org/10.4028/p-5d009y</a>
  bibtex: '@article{Bielak_Böhnke_Bobbert_Meschut_2022, title={Experimental and Numerical
    Investigation on Manufacturing-Induced Pre-Strain on the Load-Bearing Capacity
    of Clinched Joints}, volume={926}, DOI={<a href="https://doi.org/10.4028/p-5d009y">10.4028/p-5d009y</a>},
    journal={Key Engineering Materials}, publisher={Trans Tech Publications, Ltd.},
    author={Bielak, Christian Roman and Böhnke, Max and Bobbert, Mathias and Meschut,
    Gerson}, year={2022}, pages={1516–1526} }'
  chicago: 'Bielak, Christian Roman, Max Böhnke, Mathias Bobbert, and Gerson Meschut.
    “Experimental and Numerical Investigation on Manufacturing-Induced Pre-Strain
    on the Load-Bearing Capacity of Clinched Joints.” <i>Key Engineering Materials</i>
    926 (2022): 1516–26. <a href="https://doi.org/10.4028/p-5d009y">https://doi.org/10.4028/p-5d009y</a>.'
  ieee: 'C. R. Bielak, M. Böhnke, M. Bobbert, and G. Meschut, “Experimental and Numerical
    Investigation on Manufacturing-Induced Pre-Strain on the Load-Bearing Capacity
    of Clinched Joints,” <i>Key Engineering Materials</i>, vol. 926, pp. 1516–1526,
    2022, doi: <a href="https://doi.org/10.4028/p-5d009y">10.4028/p-5d009y</a>.'
  mla: Bielak, Christian Roman, et al. “Experimental and Numerical Investigation on
    Manufacturing-Induced Pre-Strain on the Load-Bearing Capacity of Clinched Joints.”
    <i>Key Engineering Materials</i>, vol. 926, Trans Tech Publications, Ltd., 2022,
    pp. 1516–26, doi:<a href="https://doi.org/10.4028/p-5d009y">10.4028/p-5d009y</a>.
  short: C.R. Bielak, M. Böhnke, M. Bobbert, G. Meschut, Key Engineering Materials
    926 (2022) 1516–1526.
date_created: 2022-07-25T11:16:15Z
date_updated: 2023-01-12T14:22:52Z
department:
- _id: '157'
doi: 10.4028/p-5d009y
intvolume: '       926'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- General Materials Science
language:
- iso: eng
page: 1516-1526
publication: Key Engineering Materials
publication_identifier:
  issn:
  - 1662-9795
publication_status: published
publisher: Trans Tech Publications, Ltd.
quality_controlled: '1'
status: public
title: Experimental and Numerical Investigation on Manufacturing-Induced Pre-Strain
  on the Load-Bearing Capacity of Clinched Joints
type: journal_article
user_id: '7850'
volume: 926
year: '2022'
...
---
_id: '50463'
abstract:
- lang: eng
  text: <jats:sec><jats:title content-type="abstract-subheading">Purpose</jats:title><jats:p>Enabled
    by increased (“big”) data stocks and advanced (“machine learning”) analyses, the
    concept of human resource analytics (HRA) is expected to systematically improve
    decisions in human resource management (HRM). Since so far empirical evidence
    on this is, however, lacking, the authors' study examines which combinations of
    data and analyses are employed and which combinations deliver on the promise of
    improved decision quality.</jats:p></jats:sec><jats:sec><jats:title content-type="abstract-subheading">Design/methodology/approach</jats:title><jats:p>Theoretically,
    the paper employs a neo-configurational approach for founding and conceptualizing
    HRA. Methodically, based on a sample of German organizations, two varieties (crisp
    set and multi-value) of qualitative comparative analysis (QCA) are employed to
    identify combinations of data and analyses sufficient and necessary for HRA success.</jats:p></jats:sec><jats:sec><jats:title
    content-type="abstract-subheading">Findings</jats:title><jats:p>The authors' study
    identifies existing configurations of data and analyses in HRM and uncovers which
    of these configurations cause improved decision quality. By evidencing that and
    which combinations of data and analyses conjuncturally cause decision quality,
    the authors' study provides a first confirmation of HRA success.</jats:p></jats:sec><jats:sec><jats:title
    content-type="abstract-subheading">Research limitations/implications</jats:title><jats:p>Major
    limitations refer to the cross-sectional and national sample and the usage of
    subjective measures. Major implications are the suitability of neo-configurational
    approaches for future research on HRA, while deeper conceptualizing and researching
    both the characteristics and outcomes of HRA constitutes a core future task.</jats:p></jats:sec><jats:sec><jats:title
    content-type="abstract-subheading">Originality/value</jats:title><jats:p>The authors'
    paper employs an innovative theoretical-methodical approach to explain and analyze
    conditions that conjuncturally cause decision quality therewith offering much
    needed empirical evidence on HRA success.</jats:p></jats:sec>
author:
- first_name: Stefan
  full_name: Strohmeier, Stefan
  last_name: Strohmeier
- first_name: Julian
  full_name: Collet, Julian
  last_name: Collet
- first_name: Rüdiger
  full_name: Kabst, Rüdiger
  last_name: Kabst
citation:
  ama: Strohmeier S, Collet J, Kabst R. (How) do advanced data and analyses enable
    HR analytics success? A neo-configurational analysis. <i>Baltic Journal of Management</i>.
    2022;17(3):285-303. doi:<a href="https://doi.org/10.1108/bjm-05-2021-0188">10.1108/bjm-05-2021-0188</a>
  apa: Strohmeier, S., Collet, J., &#38; Kabst, R. (2022). (How) do advanced data
    and analyses enable HR analytics success? A neo-configurational analysis. <i>Baltic
    Journal of Management</i>, <i>17</i>(3), 285–303. <a href="https://doi.org/10.1108/bjm-05-2021-0188">https://doi.org/10.1108/bjm-05-2021-0188</a>
  bibtex: '@article{Strohmeier_Collet_Kabst_2022, title={(How) do advanced data and analyses
    enable HR analytics success? A neo-configurational analysis}, volume={17}, DOI={<a
    href="https://doi.org/10.1108/bjm-05-2021-0188">10.1108/bjm-05-2021-0188</a>},
    number={3}, journal={Baltic Journal of Management}, publisher={Emerald}, author={Strohmeier,
    Stefan and Collet, Julian and Kabst, Rüdiger}, year={2022}, pages={285–303} }'
  chicago: 'Strohmeier, Stefan, Julian Collet, and Rüdiger Kabst. “(How) Do Advanced
    Data and Analyses Enable HR Analytics Success? A Neo-Configurational Analysis.”
    <i>Baltic Journal of Management</i> 17, no. 3 (2022): 285–303. <a href="https://doi.org/10.1108/bjm-05-2021-0188">https://doi.org/10.1108/bjm-05-2021-0188</a>.'
  ieee: 'S. Strohmeier, J. Collet, and R. Kabst, “(How) do advanced data and analyses
    enable HR analytics success? A neo-configurational analysis,” <i>Baltic Journal
    of Management</i>, vol. 17, no. 3, pp. 285–303, 2022, doi: <a href="https://doi.org/10.1108/bjm-05-2021-0188">10.1108/bjm-05-2021-0188</a>.'
  mla: Strohmeier, Stefan, et al. “(How) Do Advanced Data and Analyses Enable HR Analytics Success?
    A Neo-Configurational Analysis.” <i>Baltic Journal of Management</i>, vol. 17,
    no. 3, Emerald, 2022, pp. 285–303, doi:<a href="https://doi.org/10.1108/bjm-05-2021-0188">10.1108/bjm-05-2021-0188</a>.
  short: S. Strohmeier, J. Collet, R. Kabst, Baltic Journal of Management 17 (2022)
    285–303.
date_created: 2024-01-11T14:41:54Z
date_updated: 2024-01-11T14:42:01Z
department:
- _id: '371'
doi: 10.1108/bjm-05-2021-0188
intvolume: '        17'
issue: '3'
keyword:
- Management of Technology and Innovation
- Marketing
- Organizational Behavior and Human Resource Management
- Strategy and Management
- Business and International Management
language:
- iso: eng
page: 285-303
publication: Baltic Journal of Management
publication_identifier:
  issn:
  - 1746-5265
publication_status: published
publisher: Emerald
status: public
title: (How) do advanced data and analyses enable HR analytics success? A neo-configurational
  analysis
type: journal_article
user_id: '100439'
volume: 17
year: '2022'
...
---
_id: '51007'
author:
- first_name: Aaron
  full_name: Wells, Aaron
  last_name: Wells
citation:
  ama: 'Wells A. Science and the Principle of Sufficient Reason: Du Châtelet contra
    Wolff. <i>HOPOS: The Journal of the International Society for the History of Philosophy
    of Science</i>. 2022;13(1):24-53. doi:<a href="https://doi.org/10.1086/723961">10.1086/723961</a>'
  apa: 'Wells, A. (2022). Science and the Principle of Sufficient Reason: Du Châtelet
    contra Wolff. <i>HOPOS: The Journal of the International Society for the History
    of Philosophy of Science</i>, <i>13</i>(1), 24–53. <a href="https://doi.org/10.1086/723961">https://doi.org/10.1086/723961</a>'
  bibtex: '@article{Wells_2022, title={Science and the Principle of Sufficient Reason:
    Du Châtelet contra Wolff}, volume={13}, DOI={<a href="https://doi.org/10.1086/723961">10.1086/723961</a>},
    number={1}, journal={HOPOS: The Journal of the International Society for the History
    of Philosophy of Science}, publisher={University of Chicago Press}, author={Wells,
    Aaron}, year={2022}, pages={24–53} }'
  chicago: 'Wells, Aaron. “Science and the Principle of Sufficient Reason: Du Châtelet
    Contra Wolff.” <i>HOPOS: The Journal of the International Society for the History
    of Philosophy of Science</i> 13, no. 1 (2022): 24–53. <a href="https://doi.org/10.1086/723961">https://doi.org/10.1086/723961</a>.'
  ieee: 'A. Wells, “Science and the Principle of Sufficient Reason: Du Châtelet contra
    Wolff,” <i>HOPOS: The Journal of the International Society for the History of
    Philosophy of Science</i>, vol. 13, no. 1, pp. 24–53, 2022, doi: <a href="https://doi.org/10.1086/723961">10.1086/723961</a>.'
  mla: 'Wells, Aaron. “Science and the Principle of Sufficient Reason: Du Châtelet
    Contra Wolff.” <i>HOPOS: The Journal of the International Society for the History
    of Philosophy of Science</i>, vol. 13, no. 1, University of Chicago Press, 2022,
    pp. 24–53, doi:<a href="https://doi.org/10.1086/723961">10.1086/723961</a>.'
  short: 'A. Wells, HOPOS: The Journal of the International Society for the History
    of Philosophy of Science 13 (2022) 24–53.'
date_created: 2024-01-29T16:27:33Z
date_updated: 2024-01-29T16:29:05Z
doi: 10.1086/723961
intvolume: '        13'
issue: '1'
keyword:
- History and Philosophy of Science
language:
- iso: eng
page: 24-53
publication: 'HOPOS: The Journal of the International Society for the History of Philosophy
  of Science'
publication_identifier:
  issn:
  - 2152-5188
  - 2156-6240
publication_status: published
publisher: University of Chicago Press
status: public
title: 'Science and the Principle of Sufficient Reason: Du Châtelet contra Wolff'
type: journal_article
user_id: '89005'
volume: 13
year: '2022'
...
---
_id: '43021'
article_number: '100137'
author:
- first_name: B.
  full_name: Duderija, B.
  last_name: Duderija
- first_name: A.
  full_name: González-Orive, A.
  last_name: González-Orive
- first_name: H.C.
  full_name: Schmidt, H.C.
  last_name: Schmidt
- first_name: J.C.
  full_name: Calderón, J.C.
  last_name: Calderón
- first_name: I.
  full_name: Hordych, I.
  last_name: Hordych
- first_name: H.J.
  full_name: Maier, H.J.
  last_name: Maier
- first_name: W.
  full_name: Homberg, W.
  last_name: Homberg
- first_name: G.
  full_name: Grundmeier, G.
  last_name: Grundmeier
citation:
  ama: 'Duderija B, González-Orive A, Schmidt HC, et al. Electrografting of BTSE:
    Zn films for advanced steel-aluminum joining by plastic deformation. <i>Journal
    of Advanced Joining Processes</i>. 2022;7. doi:<a href="https://doi.org/10.1016/j.jajp.2022.100137">10.1016/j.jajp.2022.100137</a>'
  apa: 'Duderija, B., González-Orive, A., Schmidt, H. C., Calderón, J. C., Hordych,
    I., Maier, H. J., Homberg, W., &#38; Grundmeier, G. (2022). Electrografting of
    BTSE: Zn films for advanced steel-aluminum joining by plastic deformation. <i>Journal
    of Advanced Joining Processes</i>, <i>7</i>, Article 100137. <a href="https://doi.org/10.1016/j.jajp.2022.100137">https://doi.org/10.1016/j.jajp.2022.100137</a>'
  bibtex: '@article{Duderija_González-Orive_Schmidt_Calderón_Hordych_Maier_Homberg_Grundmeier_2022,
    title={Electrografting of BTSE: Zn films for advanced steel-aluminum joining by
    plastic deformation}, volume={7}, DOI={<a href="https://doi.org/10.1016/j.jajp.2022.100137">10.1016/j.jajp.2022.100137</a>},
    number={100137}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
    BV}, author={Duderija, B. and González-Orive, A. and Schmidt, H.C. and Calderón,
    J.C. and Hordych, I. and Maier, H.J. and Homberg, W. and Grundmeier, G.}, year={2022}
    }'
  chicago: 'Duderija, B., A. González-Orive, H.C. Schmidt, J.C. Calderón, I. Hordych,
    H.J. Maier, W. Homberg, and G. Grundmeier. “Electrografting of BTSE: Zn Films
    for Advanced Steel-Aluminum Joining by Plastic Deformation.” <i>Journal of Advanced
    Joining Processes</i> 7 (2022). <a href="https://doi.org/10.1016/j.jajp.2022.100137">https://doi.org/10.1016/j.jajp.2022.100137</a>.'
  ieee: 'B. Duderija <i>et al.</i>, “Electrografting of BTSE: Zn films for advanced
    steel-aluminum joining by plastic deformation,” <i>Journal of Advanced Joining
    Processes</i>, vol. 7, Art. no. 100137, 2022, doi: <a href="https://doi.org/10.1016/j.jajp.2022.100137">10.1016/j.jajp.2022.100137</a>.'
  mla: 'Duderija, B., et al. “Electrografting of BTSE: Zn Films for Advanced Steel-Aluminum
    Joining by Plastic Deformation.” <i>Journal of Advanced Joining Processes</i>,
    vol. 7, 100137, Elsevier BV, 2022, doi:<a href="https://doi.org/10.1016/j.jajp.2022.100137">10.1016/j.jajp.2022.100137</a>.'
  short: B. Duderija, A. González-Orive, H.C. Schmidt, J.C. Calderón, I. Hordych,
    H.J. Maier, W. Homberg, G. Grundmeier, Journal of Advanced Joining Processes 7
    (2022).
date_created: 2023-03-14T13:02:55Z
date_updated: 2024-02-06T12:33:20Z
department:
- _id: '321'
- _id: '302'
doi: 10.1016/j.jajp.2022.100137
intvolume: '         7'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
publication: Journal of Advanced Joining Processes
publication_identifier:
  issn:
  - 2666-3309
publication_status: published
publisher: Elsevier BV
status: public
title: 'Electrografting of BTSE: Zn films for advanced steel-aluminum joining by plastic
  deformation'
type: journal_article
user_id: '54863'
volume: 7
year: '2022'
...
---
_id: '31828'
article_number: '100108'
author:
- first_name: Robert
  full_name: Kupfer, Robert
  last_name: Kupfer
- first_name: Daniel
  full_name: Köhler, Daniel
  last_name: Köhler
- first_name: David
  full_name: Römisch, David
  last_name: Römisch
- first_name: Simon
  full_name: Wituschek, Simon
  last_name: Wituschek
- first_name: Lars
  full_name: Ewenz, Lars
  last_name: Ewenz
- first_name: Jan
  full_name: Kalich, Jan
  last_name: Kalich
- first_name: Deborah
  full_name: Weiß, Deborah
  id: '45673'
  last_name: Weiß
- first_name: Behdad
  full_name: Sadeghian, Behdad
  last_name: Sadeghian
- first_name: Matthias
  full_name: Busch, Matthias
  last_name: Busch
- first_name: Jan
  full_name: Krüger, Jan
  last_name: Krüger
- first_name: Moritz
  full_name: Neuser, Moritz
  id: '32340'
  last_name: Neuser
- first_name: Olexandr
  full_name: Grydin, Olexandr
  id: '43822'
  last_name: Grydin
- first_name: Max
  full_name: Böhnke, Max
  id: '45779'
  last_name: Böhnke
- first_name: Christian Roman
  full_name: Bielak, Christian Roman
  id: '34782'
  last_name: Bielak
- first_name: Juliane
  full_name: Troschitz, Juliane
  last_name: Troschitz
citation:
  ama: Kupfer R, Köhler D, Römisch D, et al. Clinching of Aluminum Materials – Methods
    for the Continuous Characterization of Process, Microstructure and Properties.
    <i>Journal of Advanced Joining Processes</i>. 2022;5. doi:<a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>
  apa: Kupfer, R., Köhler, D., Römisch, D., Wituschek, S., Ewenz, L., Kalich, J.,
    Weiß, D., Sadeghian, B., Busch, M., Krüger, J., Neuser, M., Grydin, O., Böhnke,
    M., Bielak, C. R., &#38; Troschitz, J. (2022). Clinching of Aluminum Materials
    – Methods for the Continuous Characterization of Process, Microstructure and Properties.
    <i>Journal of Advanced Joining Processes</i>, <i>5</i>, Article 100108. <a href="https://doi.org/10.1016/j.jajp.2022.100108">https://doi.org/10.1016/j.jajp.2022.100108</a>
  bibtex: '@article{Kupfer_Köhler_Römisch_Wituschek_Ewenz_Kalich_Weiß_Sadeghian_Busch_Krüger_et
    al._2022, title={Clinching of Aluminum Materials – Methods for the Continuous
    Characterization of Process, Microstructure and Properties}, volume={5}, DOI={<a
    href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>},
    number={100108}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
    BV}, author={Kupfer, Robert and Köhler, Daniel and Römisch, David and Wituschek,
    Simon and Ewenz, Lars and Kalich, Jan and Weiß, Deborah and Sadeghian, Behdad
    and Busch, Matthias and Krüger, Jan and et al.}, year={2022} }'
  chicago: Kupfer, Robert, Daniel Köhler, David Römisch, Simon Wituschek, Lars Ewenz,
    Jan Kalich, Deborah Weiß, et al. “Clinching of Aluminum Materials – Methods for
    the Continuous Characterization of Process, Microstructure and Properties.” <i>Journal
    of Advanced Joining Processes</i> 5 (2022). <a href="https://doi.org/10.1016/j.jajp.2022.100108">https://doi.org/10.1016/j.jajp.2022.100108</a>.
  ieee: 'R. Kupfer <i>et al.</i>, “Clinching of Aluminum Materials – Methods for the
    Continuous Characterization of Process, Microstructure and Properties,” <i>Journal
    of Advanced Joining Processes</i>, vol. 5, Art. no. 100108, 2022, doi: <a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>.'
  mla: Kupfer, Robert, et al. “Clinching of Aluminum Materials – Methods for the Continuous
    Characterization of Process, Microstructure and Properties.” <i>Journal of Advanced
    Joining Processes</i>, vol. 5, 100108, Elsevier BV, 2022, doi:<a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>.
  short: R. Kupfer, D. Köhler, D. Römisch, S. Wituschek, L. Ewenz, J. Kalich, D. Weiß,
    B. Sadeghian, M. Busch, J. Krüger, M. Neuser, O. Grydin, M. Böhnke, C.R. Bielak,
    J. Troschitz, Journal of Advanced Joining Processes 5 (2022).
date_created: 2022-06-09T06:23:00Z
date_updated: 2024-03-14T15:22:46Z
department:
- _id: '157'
- _id: '158'
doi: 10.1016/j.jajp.2022.100108
intvolume: '         5'
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '131'
  name: 'TRR 285 - A: TRR 285 - Project Area A'
- _id: '59'
  grant_number: '231447078'
  name: 'TRR 142 - A02: TRR 142 - Subproject A02'
publication: Journal of Advanced Joining Processes
publication_identifier:
  issn:
  - 2666-3309
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Clinching of Aluminum Materials – Methods for the Continuous Characterization
  of Process, Microstructure and Properties
type: journal_article
user_id: '32340'
volume: 5
year: '2022'
...
---
_id: '31238'
article_number: '100108'
author:
- first_name: Robert
  full_name: Kupfer, Robert
  last_name: Kupfer
- first_name: Daniel
  full_name: Köhler, Daniel
  last_name: Köhler
- first_name: David
  full_name: Römisch, David
  last_name: Römisch
- first_name: Simon
  full_name: Wituschek, Simon
  last_name: Wituschek
- first_name: Lars
  full_name: Ewenz, Lars
  last_name: Ewenz
- first_name: Jan
  full_name: Kalich, Jan
  last_name: Kalich
- first_name: Deborah
  full_name: Weiß, Deborah
  id: '45673'
  last_name: Weiß
- first_name: Behdad
  full_name: Sadeghian, Behdad
  last_name: Sadeghian
- first_name: Matthias
  full_name: Busch, Matthias
  last_name: Busch
- first_name: Jan Tobias
  full_name: Krüger, Jan Tobias
  id: '44307'
  last_name: Krüger
  orcid: 0000-0002-0827-9654
- first_name: Moritz
  full_name: Neuser, Moritz
  id: '32340'
  last_name: Neuser
- first_name: Olexandr
  full_name: Grydin, Olexandr
  id: '43822'
  last_name: Grydin
- first_name: Max
  full_name: Böhnke, Max
  id: '45779'
  last_name: Böhnke
- first_name: Christian-Roman
  full_name: Bielak, Christian-Roman
  last_name: Bielak
- first_name: Juliane
  full_name: Troschitz, Juliane
  last_name: Troschitz
citation:
  ama: Kupfer R, Köhler D, Römisch D, et al. Clinching of Aluminum Materials – Methods
    for the Continuous Characterization of Process, Microstructure and Properties.
    <i>Journal of Advanced Joining Processes</i>. Published online 2022. doi:<a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>
  apa: Kupfer, R., Köhler, D., Römisch, D., Wituschek, S., Ewenz, L., Kalich, J.,
    Weiß, D., Sadeghian, B., Busch, M., Krüger, J. T., Neuser, M., Grydin, O., Böhnke,
    M., Bielak, C.-R., &#38; Troschitz, J. (2022). Clinching of Aluminum Materials
    – Methods for the Continuous Characterization of Process, Microstructure and Properties.
    <i>Journal of Advanced Joining Processes</i>, Article 100108. <a href="https://doi.org/10.1016/j.jajp.2022.100108">https://doi.org/10.1016/j.jajp.2022.100108</a>
  bibtex: '@article{Kupfer_Köhler_Römisch_Wituschek_Ewenz_Kalich_Weiß_Sadeghian_Busch_Krüger_et
    al._2022, title={Clinching of Aluminum Materials – Methods for the Continuous
    Characterization of Process, Microstructure and Properties}, DOI={<a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>},
    number={100108}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
    BV}, author={Kupfer, Robert and Köhler, Daniel and Römisch, David and Wituschek,
    Simon and Ewenz, Lars and Kalich, Jan and Weiß, Deborah and Sadeghian, Behdad
    and Busch, Matthias and Krüger, Jan Tobias and et al.}, year={2022} }'
  chicago: Kupfer, Robert, Daniel Köhler, David Römisch, Simon Wituschek, Lars Ewenz,
    Jan Kalich, Deborah Weiß, et al. “Clinching of Aluminum Materials – Methods for
    the Continuous Characterization of Process, Microstructure and Properties.” <i>Journal
    of Advanced Joining Processes</i>, 2022. <a href="https://doi.org/10.1016/j.jajp.2022.100108">https://doi.org/10.1016/j.jajp.2022.100108</a>.
  ieee: 'R. Kupfer <i>et al.</i>, “Clinching of Aluminum Materials – Methods for the
    Continuous Characterization of Process, Microstructure and Properties,” <i>Journal
    of Advanced Joining Processes</i>, Art. no. 100108, 2022, doi: <a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>.'
  mla: Kupfer, Robert, et al. “Clinching of Aluminum Materials – Methods for the Continuous
    Characterization of Process, Microstructure and Properties.” <i>Journal of Advanced
    Joining Processes</i>, 100108, Elsevier BV, 2022, doi:<a href="https://doi.org/10.1016/j.jajp.2022.100108">10.1016/j.jajp.2022.100108</a>.
  short: R. Kupfer, D. Köhler, D. Römisch, S. Wituschek, L. Ewenz, J. Kalich, D. Weiß,
    B. Sadeghian, M. Busch, J.T. Krüger, M. Neuser, O. Grydin, M. Böhnke, C.-R. Bielak,
    J. Troschitz, Journal of Advanced Joining Processes (2022).
date_created: 2022-05-12T13:48:16Z
date_updated: 2024-03-14T15:23:30Z
department:
- _id: '158'
doi: 10.1016/j.jajp.2022.100108
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
project:
- _id: '131'
  name: 'TRR 285 - A: TRR 285 - Project Area A'
- _id: '136'
  name: 'TRR 285 – A02: TRR 285 - Subproject A02'
publication: Journal of Advanced Joining Processes
publication_identifier:
  issn:
  - 2666-3309
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Clinching of Aluminum Materials – Methods for the Continuous Characterization
  of Process, Microstructure and Properties
type: journal_article
user_id: '32340'
year: '2022'
...
