Machine learning-assisted design of oxygen-containing inorganic coating materials on a separator for lithium metal anodes

• DOI: 10.1039/d5qi00111k
• Publication Date: 2025-03-18T14:00:37Z
• Authors: Chenxi Xu; Teng Zhao; Ji Qian; Ke Wang; Tianyang Yu; Wangming Tang; Li Li; Feng Wu; Renjie Chen

A high-throughput screening workflow integrated with machine learning and calculations has been used to identify possible materials. Both characterization and electrochemical test results show that HfO2@PP exhibits the best performance.