[HTML][HTML] Chemistry–mechanics–geometry coupling in positive electrode materials: a scale-bridging perspective for mitigating degradation in lithium-ion batteries …

DA Santos, S Rezaei, D Zhang, Y Luo, B Lin… - Chemical …, 2023 - pubs.rsc.org
Despite their rapid emergence as the dominant paradigm for electrochemical energy
storage, the full promise of lithium-ion batteries is yet to be fully realized, partly because of …

[PDF][PDF] Machine learning accelerates identification of lithiated phases in X-ray images of battery hosts

A Mistry, V Srinivasan - Patterns, 2022 - cell.com
Santos et al.(2022) propose a machine learning-based approach to identify various lithiated
phases across lengthscales in X-ray images of battery particles, thus enabling automatic …

[PDF][PDF] Data science enables X-ray vision

DA Santos, B Lin, JL Andrews - Patterns, 2022 - cell.com
In their recent publication in Patterns, the authors proposed a novel workflow to derive
compositional and stress maps for positive electrode materials of Li-ion batteries from …