Data-Driven Bending Elasticity Design by Shell Thickness

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dc.contributor.authorZhang, Xiaotingen_US
dc.contributor.authorLe, Xinyien_US
dc.contributor.authorWu, Zihaoen_US
dc.contributor.authorWhiting, Emilyen_US
dc.contributor.authorWang, Charlie C. L.en_US
dc.contributor.editorMaks Ovsjanikov and Daniele Panozzoen_US
dc.date.accessioned2016-06-17T14:11:59Z
dc.date.available2016-06-17T14:11:59Z
dc.date.issued2016en_US
dc.description.abstractWe present a method to design the deformation behavior of 3D printed models by an interactive tool, where the variation of bending elasticity at different regions of a model is realized by a change in shell thickness. Given a soft material to be used in 3D printing, we propose an experimental setup to acquire the bending behavior of this material on tubes with different diameters and thicknesses. The relationship between shell thickness and bending elasticity is stored in an echo state network using the acquired dataset. With the help of the network, an interactive design tool is developed to generate non-uniformly hollowed models to achieve desired bending behaviors. The effectiveness of this method is verified on models fabricated by different 3D printers by studying whether their physical deformation can match the designed target shape.en_US
dc.description.number5en_US
dc.description.sectionheadersFabricationen_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume35en_US
dc.identifier.doi10.1111/cgf.12972en_US
dc.identifier.issn1467-8659en_US
dc.identifier.pages157-166en_US
dc.identifier.urihttps://doi.org/10.1111/cgf.12972en_US
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectI.3.5 [Computer Graphics]en_US
dc.subjectComputational Geometry and Object Modelingen_US
dc.subjectPhysically based modelingen_US
dc.subjecten_US
dc.subjectJ.6 [Computeren_US
dc.subjectAided Engineering]en_US
dc.subjectComputeren_US
dc.subjectaided design (CAD)en_US
dc.titleData-Driven Bending Elasticity Design by Shell Thicknessen_US
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35-Issue 5
SGP16: Eurographics Symposium on Geometry Processing (CGF 35-5)