Synthesis of Lithium-ion Conducting Polymers Designed by Machine Learning-based Prediction and Screening

• DOI: 10.1246/cl.180847
• Publication Date: 2018-11-16T21:00:38Z
• Authors: Kan Hatakeyama-Sato; Toshiki Tezuka; Yoshinori Nishiki...; Hiroyuki Nishide; Kenichi Oyaizu
• Keywords: 02 engineering and technology; 0210 nano-technology; 01 natural sciences; 0104 chemical sciences

A database for 240 types of lithium-ion conducting solid polymer electrolytes was newly constructed and analyzed by machine learning. Despite the complexity of the polymer composites as electrolyte...