Mar 18, 2024 · We introduce a novel method capable of generating large-scale 3D images of material microstructures, such as metal or rock, from a single 2D image. Our approach …

Nov 1, 2020 · Computational analysis and design of many materials rely on having a 3D sample that embodies the salient microstructural features of the material under study. We introduce a …

Oct 28, 2021 · Here we show that, by building a 3D model and using a neural network for predicting rotation, HOLLy can discern structure from localisations with a data-set of 2000 …

CGDream AI allows you to generate a 3D model, open it in a 3D viewer and use it for further 2D image generation, or you can just download the 3D model glb. file and use it in your 3D …

•MRF approach reconstructs 3D microstructures from 2D EBSD images •Grain size distribution, crystal orientations (e.g., ODFs and pole figures), and misorientation angles for 3D …

Jul 11, 2024 · In this study, using scanning electron microscopy and optical microscopy, we acquired 2D images from three orthogonal sections of a Berea sandstone sample. These …

Our Image to 3D Model Generator transforms your two-dimensional images into vibrant and realistic three-dimensional models with unparalleled precision and creativity. Start by …

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collection of 2D features that approximate an underlying 3D feature map. We demonstrate the applications of our approach with nine examples on va. ious microstructure samples and …

Apr 5, 2021 · Two-dimensional (2D) imaging techniques tend to be faster, higher resolution, better at phase identification and more widely available. Here we introduce a GAN architecture, …