301 citations · 343 across the 5 of their papers we have counts for
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cs.CV2021★ 37 cited
Fusion of complementary 2D and 3D mesostructural datasets using generative adversarial networks
Amir Dahari, Steve Kench, Isaac Squires +1
Modelling the impact of a material's mesostructure on device level performance typically requires access to 3D image data containing all the relevant information to define the geom…
cs.CV2021★ 301 cited
Generating 3D structures from a 2D slice with GAN-based dimensionality expansion
Steve Kench, Samuel J. Cooper
Generative adversarial networks (GANs) can be trained to generate 3D image data, which is useful for design optimisation. However, this conventionally requires 3D training data, wh…