Generating 3D images of material microstructures from a single 2D image: a denoising diffusion approach

Abstract Three-dimensional (3D) images provide a comprehensive view of material microstructures, enabling numerical simulations unachievable with two-dimensional (2D) imaging alone. However, obtaining these 3D images can be costly and constrained by resolution limitations. We introduce a novel metho...

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Bibliographic Details
Main Authors: Johan Phan, Muhammad Sarmad, Leonardo Ruspini, Gabriel Kiss, Frank Lindseth
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-56910-9