90.4% precision, 0.8s screening
An integrated machine learning platform combining fingerprinting, prediction, screening, and directed design, achieving directed design of superionic conductors within 2 minutes, closing the loop from prediction to inverse design.
Wang, Zhilong · Jing, Gao · Kehao, Tao · Han, Yanqiang · Chen, An · Li, Jinjin
Energy Storage Materials 2023
Identifies superionic conductors in 0.8s
Directed design within 2 min
Database of over 19,000 SICs, rapidly identifies 61 new stable SICs
Directed designs 65 new SICs