Samuel J. Cooper

22 papers Journal 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Prompt to Protocol: Fast Charging Batteries with Large Language Models. CoRR Ge Lei, Ferran Brosa Planella, Sterling G. Baird, Samuel J. Cooper
2026	J	`jnl`	What DINO saw: ALiBi positional encoding reduces positional bias in Vision Transformers. CoRR Moritz Pawlowsky, Antonis Vamvakeros, Alexander Weiss, Anja Bielefeld, Samuel J. Cooper, Ronan Docherty
2026	J	`jnl`	evoxels: A differentiable physics framework for voxel-based microstructure simulations. J. Open Source Softw. Simon Daubner, Alexander E. Cohen, Benjamin Dörich, Samuel J. Cooper
2025	J	`jnl`	Maybe you don't need a U-Net: convolutional feature upsampling for materials micrograph segmentation. CoRR Ronan Docherty, Antonis Vamvakeros, Samuel J. Cooper
2025	J	`jnl`	The Representation and Recall of Interwoven Structured Knowledge in LLMs: A Geometric and Layered Analysis. CoRR Ge Lei, Samuel J. Cooper
2025	J	`jnl`	evoxels: A differentiable physics framework for voxel-based microstructure simulations. CoRR Simon Daubner, Alexander E. Cohen, Benjamin Dörich, Samuel J. Cooper
2024	J	`jnl`	HRTF Upsampling With a Generative Adversarial Network Using a Gnomonic Equiangular Projection. IEEE ACM Trans. Audio Speech Lang. Process. Aidan O. T. Hogg, Mads Jenkins, He Liu, Isaac Squires, Samuel J. Cooper, Lorenzo Picinali
2024	J	`jnl`	Materials science in the era of large language models: a perspective. CoRR Ge Lei, Ronan Docherty, Samuel J. Cooper
2024	J	`jnl`	Prediction of microstructural representativity from a single image. CoRR Amir Dahari, Ronan Docherty, Steve Kench, Samuel J. Cooper
2024	J	`jnl`	SAMBA: A Trainable Segmentation Web-App with Smart Labelling. J. Open Source Softw. Ronan Docherty, Isaac Squires, Antonis Vamvakeros, Samuel J. Cooper
2024	J	`jnl`	Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation. CoRR Ronan Docherty, Antonis Vamvakeros, Samuel J. Cooper
2023	J	`jnl`	HRTF upsampling with a generative adversarial network using a gnomonic equiangular projection. CoRR Aidan O. T. Hogg, Mads Jenkins, He Liu, Isaac Squires, Samuel J. Cooper, Lorenzo Picinali
2023	J	`jnl`	SAMBA: A Trainable Segmentation Web-App with Smart Labelling. CoRR Ronan Docherty, Isaac Squires, Antonis Vamvakeros, Samuel J. Cooper
2023	J	`jnl`	TauFactor 2: A GPU accelerated python tool for microstructural analysis. J. Open Source Softw. Steve Kench, Isaac Squires, Samuel J. Cooper
2022	J	`jnl`	MATBOX: An Open-source Microstructure Analysis Toolbox for microstructure generation, segmentation, characterization, visualization, correlation, and meshing. SoftwareX Francois L. E. Usseglio-Viretta, P. Patel, Elizabeth Bernhardt, Apurva Mistry, Partha P. Mukherjee, Jeffery M. Allen, Samuel J. Cooper, Jérôme Laurencin, Kandler Smith
2022	J	`jnl`	MicroLib: A library of 3D microstructures generated from 2D micrographs using SliceGAN. CoRR Steve Kench, Isaac Squires, Amir Dahari, Samuel J. Cooper
2022	J	`jnl`	Two approaches to inpainting microstructure with deep convolutional generative adversarial networks. CoRR Isaac Squires, Samuel J. Cooper, Amir Dahari, Steve Kench
2021	J	`jnl`	Generating 3D structures from a 2D slice with GAN-based dimensionality expansion. CoRR Steve Kench, Samuel J. Cooper
2021	J	`jnl`	Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion. Nat. Mach. Intell. Steve Kench, Samuel J. Cooper
2021	J	`jnl`	Super-resolution of multiphase materials by combining complementary 2D and 3D image data using generative adversarial networks. CoRR Amir Dahari, Steve Kench, Isaac Squires, Samuel J. Cooper
2020	J	`jnl`	Stochastic reconstruction of periodic, three-dimensional multi-phase electrode microstructures using generative adversarial networks. CoRR Andrea Gayon-Lombardo, Lukas Mosser, Nigel P. Brandon, Samuel J. Cooper
2016	J	`jnl`	TauFactor: An open-source application for calculating tortuosity factors from tomographic data. SoftwareX Samuel J. Cooper, Antonio Bertei, Paul R. Shearing, J. A. Kilner, Nigel P. Brandon