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View article: Bayesian optimization based on element mapping to design high-capacity NASICON-type cathode in sodium-ion battery
Bayesian optimization based on element mapping to design high-capacity NASICON-type cathode in sodium-ion battery Open
To discover novel materials with high performance, there have been many attempts to adopt Bayesian optimization (BO) to materials science, owing to its efficiency in navigating complex and high-dimensional design spaces. However, the appli…
View article: Data‐Driven Design of NASICON‐Type Electrodes Using Graph‐Based Neural Networks
Data‐Driven Design of NASICON‐Type Electrodes Using Graph‐Based Neural Networks Open
Sodium superionic conductor (NASICON)‐type cathode materials are considered promising candidates for high‐performance sodium‐ion batteries (SIBs) because of the abundance and low cost of raw materials. However, NASICON‐type cathodes suffer…