Samuel J. Cooper

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Materials Science

Intrinsic Dimensionality

Generative Model

Top Venues

Nat. Mach. Intell.

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Ge Lei, Ronan Docherty, Samuel J. Cooper
Materials science in the era of large language models: a perspective. CoRR (2024)
Aidan O. T. Hogg, Mads Jenkins, He Liu, Isaac Squires, Samuel J. Cooper, Lorenzo Picinali
HRTF Upsampling With a Generative Adversarial Network Using a Gnomonic Equiangular Projection. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Ronan Docherty, Isaac Squires, Antonis Vamvakeros, Samuel J. Cooper
SAMBA: A Trainable Segmentation Web-App with Smart Labelling. CoRR (2023)
Aidan O. T. Hogg, Mads Jenkins, He Liu, Isaac Squires, Samuel J. Cooper, Lorenzo Picinali
HRTF upsampling with a generative adversarial network using a gnomonic equiangular projection. CoRR (2023)
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)
Francois L. E. Usseglio-Viretta, P. Patel, Elizabeth Bernhardt, Apurva Mistry, Partha P. Mukherjee, Jeffery M. Allen, Samuel J. Cooper, Jérôme Laurencin, Kandler Smith
MATBOX: An Open-source Microstructure Analysis Toolbox for microstructure generation, segmentation, characterization, visualization, correlation, and meshing. SoftwareX 17 (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)
Andrea Gayon-Lombardo, Lukas Mosser, Nigel P. Brandon, Samuel J. Cooper
Stochastic reconstruction of periodic, three-dimensional multi-phase electrode microstructures using generative adversarial networks. CoRR (2020)
Samuel J. Cooper, Antonio Bertei, Paul R. Shearing, J. A. Kilner, Nigel P. Brandon
TauFactor: An open-source application for calculating tortuosity factors from tomographic data. SoftwareX 5 (2016)