Generating multi-scale Li-ion battery cathode particles with radial grain architectures using stereological generative adversarial networks

L Fuchs, O Furat, DP Finegan, J Allen… - Communications …, 2025 - nature.com
Understanding structure-property relationships of Li-ion battery cathodes is crucial for
optimizing rate-performance and cycle-life resilience. However, correlating the morphology …

Generating multi-scale NMC particles with radial grain architectures using spatial stochastics and GANs

L Fuchs, O Furat, DP Finegan, J Allen… - arxiv preprint arxiv …, 2024 - arxiv.org
Understanding structure-property relationships of Li-ion battery cathodes is crucial for
optimizing rate-performance and cycle-life resilience. However, correlating the morphology …

Inverting Laguerre tessellations: Recovering tessellations from the volumes and centroids of their cells using optimal transport

DP Bourne, M Pearce, SM Roper - arxiv preprint arxiv:2406.00871, 2024 - arxiv.org
In this paper we study an inverse problem in convex geometry, inspired by a problem in
materials science. Firstly, we consider the question of whether a Laguerre tessellation (a …