Steve Kench

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

High Dimensionality

Adaptive Regularization

Super Resolution Image Reconstruction

Gpu Accelerated

Top Venues

Nat. Mach. Intell.

J. Open Source Softw.

Publications

Steve Kench, Isaac Squires, Samuel J. Cooper
TauFactor 2: A GPU accelerated python tool for microstructural analysis. J. Open Source Softw. 8 (89) (2023)
Steve Kench, Isaac Squires, Amir Dahari, Samuel J. Cooper
MicroLib: A library of 3D microstructures generated from 2D micrographs using SliceGAN. CoRR (2022)
Isaac Squires, Samuel J. Cooper, Amir Dahari, Steve Kench
Two approaches to inpainting microstructure with deep convolutional generative adversarial networks. CoRR (2022)
Amir Dahari, Steve Kench, Isaac Squires, Samuel J. Cooper
Super-resolution of multiphase materials by combining complementary 2D and 3D image data using generative adversarial networks. CoRR (2021)
Steve Kench, Samuel J. Cooper
Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion. Nat. Mach. Intell. 3 (4) (2021)
Steve Kench, Samuel J. Cooper
Generating 3D structures from a 2D slice with GAN-based dimensionality expansion. CoRR (2021)