The overall workflow diagram. Credit: Nature Energy (2022). DOI: 10.1038/s41560-022-01098-3
Ceramic fuel cells, also known as solid oxide fuel cells, are promising green electrochemical devices offering high energy efficiency, low emissions and fuel flexibility.
The development of high performance and durable cathode materials is key for efficient and durable ceramic fuel cells. However, previous cathode material development based on a trial-and-error approach is time-consuming, expensive and difficult to optimize.
A new paper published in Nature Energy demonstrates an experimentally validated machine-learning-driven approach to accelerate the discovery of efficient oxygen reduction electrodes. Significantly, ionic Lewis…