The search for the optimum molecules for use as electrolytes in lithium-ion batteries involves an examination of billions of potential candidates. The challenge, according to scientists at the U.S.

Available to watch now, The Electrochemical Society in partnership with the Royal Society of Chemistry on the discovery of a novel battery electrolyte that was guided by machine-learning software ...

Researchers at Argonne National Laboratory have proposed a novel method for developing electrolytes suitable for nearly any electrochemical process. This approach could significantly enhance the ...

A machine learning framework reveals how dynamic routing and interpretability can accelerate the discovery of better electrolytes for next-generation batteries. At the heart of every lithium-ion ...