Interactive Visual Analysis of Multi-dimensional Metamodels

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dc.contributor.authorGebhardt, Saschaen_US
dc.contributor.authorPick, Sebastianen_US
dc.contributor.authorHentschel, Bernden_US
dc.contributor.authorKuhlen, Torsten Wolfgangen_US
dc.contributor.editorHank Childs and Fernando Cucchiettien_US
dc.date.accessioned2018-06-02T18:02:43Z
dc.date.available2018-06-02T18:02:43Z
dc.date.issued2018
dc.description.abstractIn the simulation of manufacturing processes, complex models are used to examine process properties. To save computation time, so-called metamodels serve as surrogates for the original models. Metamodels are inherently difficult to interpret, because they resemble multi-dimensional functions f : Rn -> Rm that map configuration parameters to production criteria. We propose a multi-view visualization application called memoSlice that composes several visualization techniques, specially adapted to the analysis of metamodels. With our application, we enable users to improve their understanding of a metamodel, but also to easily optimize processes. We put special attention on providing a high level of interactivity by realizing specialized parallelization techniques to provide timely feedback on user interactions. In this paper we outline these parallelization techniques and demonstrate their effectivity by means of micro and high level measurements.en_US
dc.description.sectionheadersSession 4
dc.description.seriesinformationEurographics Symposium on Parallel Graphics and Visualization
dc.identifier.doi10.2312/pgv.20181098
dc.identifier.isbn978-3-03868-054-3
dc.identifier.issn1727-348X
dc.identifier.pages79-89
dc.identifier.urihttps://doi.org/10.2312/pgv.20181098
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/pgv20181098
dc.publisherThe Eurographics Associationen_US
dc.subjectSimulation and Modeling [I.6.6]
dc.subjectSimulation Output Analysis
dc.subjectNumerical Analysis [G.1.1]
dc.subjectInterpolation
dc.subjectInterpolation Formulas Computer
dc.subjectAided Engineering [J.6]
dc.subjectComputer
dc.subjectaided manufacturing (CAM)
dc.titleInteractive Visual Analysis of Multi-dimensional Metamodelsen_US
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EGPGV18: Eurographics Symposium on Parallel Graphics and Visualization