Steve Kench

Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion

Steve Kench, Samuel J. Cooper · Nature Machine Intelligence · 2021 · 283 citations

Computing, Visualization, 3D Modeling +9

Machine-Learning-Driven Advanced Characterization of Battery Electrodes

Donal P. Finegan, Isaac Squires, Amir Dahari et al. · ACS Energy Letters · 2022 · 68 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +15

Li-ion battery design through microstructural optimization using generative AI

Steve Kench, Isaac Squires, Amir Dahari et al. · Matter · 2024 · 47 citations · Full text

Engineering, Materials Engineering, Materials Science +15

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

Steve Kench, Isaac Squires, Amir Dahari et al. · Scientific Data · 2022 · 38 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +14

Fusion of Complementary 2D and 3D Mesostructural Datasets Using Generative Adversarial Networks

Amir Dahari, Steve Kench, Isaac Squires et al. · Advanced Energy Materials · 2022 · 37 citations · Full text

Engineering, Materials Engineering, Materials Science +17