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@PHDTHESIS{Gebhardt:792879,
      author       = {Gebhardt, Sascha},
      othercontributors = {Kuhlen, Torsten and Weyers, Benjamin},
      title        = {{V}isual analysis of multi-dimensional metamodels for
                      manufacturing processes},
      school       = {RWTH Aachen University},
      type         = {Dissertation},
      address      = {Aachen},
      reportid     = {RWTH-2020-06459},
      pages        = {1 Online-Ressource (193 Seiten) : Illustrationen,
                      Diagramme},
      year         = {2020},
      note         = {Veröffentlicht auf dem Publikationsserver der RWTH Aachen
                      University; Dissertation, RWTH Aachen University, 2020},
      abstract     = {Computer simulations have become vital in the design and
                      configuration of manufacturing processes, as they often
                      significantly reduce development time and costs. Still,
                      complex simulations have run times in the magnitude of hours
                      to weeks. To speed up analysis processes, surrogate models
                      are constructed, which represent a further abstraction of
                      the original simulation models. These are also referred to
                      as metamodels, which can be represented as multi-dimensional
                      functions f: $R^n$ -> $R^m.$ In this thesis, I investigate
                      how the overall understanding of a dedicated production
                      process can be improved by visualizing such metamodels. To
                      this end, I created an interactive visualization approach
                      based on Coordinated Multiple Views (CMV) that comprises
                      different visualization techniques, all dedicated to support
                      users in understanding different aspects of metamodels. This
                      approach is prototypically implemented in the application
                      memoSlice. This application aims at scaling from desktop
                      environments to CAVE Automated Virtual Environment (CAVE)
                      Virtual Reality (VR) systems. Thus, further research was
                      done in interaction in VR to provide the means for a
                      consistent interaction concept over all systems.
                      Furthermore, various means of increasing the responsiveness
                      of the whole system were investigated to allow for lag-free
                      interaction in all target environments. I demonstrate the
                      usefulness of my approaches by illustrating several case
                      studies, comprising the illustration of common workflows,
                      the presentation of the results of an external user study,
                      and description of the integration of memoSlice into a VR
                      factory planning application.},
      cin          = {124620 / 120000},
      ddc          = {004},
      cid          = {$I:(DE-82)124620_20151124$ / $I:(DE-82)120000_20140620$},
      pnm          = {DFG project 25065172 - EXC 128: Integrative
                      Produktionstechnik für Hochlohnländer (25065172)},
      pid          = {G:(GEPRIS)25065172},
      typ          = {PUB:(DE-HGF)11},
      doi          = {10.18154/RWTH-2020-06459},
      url          = {https://publications.rwth-aachen.de/record/792879},
}