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20212023
most citedGenerating 3D structures from a 2D slice with GAN-based dimensionality expansion

301 citations · 346 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 1 cited

Two approaches to inpainting microstructure with deep convolutional generative adversarial networks

Isaac Squires, Samuel J. Cooper, Amir Dahari +1

Imaging is critical to the characterisation of materials. However, even with careful sample preparation and microscope calibration, imaging techniques are often prone to defects an…

cs.LG2022

MicroLib: A library of 3D microstructures generated from 2D micrographs using SliceGAN

Steve Kench, Isaac Squires, Amir Dahari +1

3D microstructural datasets are commonly used to define the geometrical domains used in finite element modelling. This has proven a useful tool for understanding how complex materi…