A combined ionic Lewis acid descriptor and machine-learning approach to prediction of efficient oxygen reduction electrodes for ceramic fuel cells

Shuo Zhai; Heping Xie; Peng Cui; Daqin Guan; Jian Wang; Siyuan Zhao; Bin Chen; Yufei Song; Zongping Shao; Meng Ni

doi:10.1038/s41560-022-01098-3

A combined ionic Lewis acid descriptor and machine-learning approach to prediction of efficient oxygen reduction electrodes for ceramic fuel cells

Shuo Zhai(Hong Kong Polytechnic University), Heping Xie(Shenzhen University), Peng Cui(Harbin Institute of Technology), Daqin Guan(Nanjing Tech University), Jian Wang(Hong Kong Polytechnic University), Siyuan Zhao(Hong Kong Polytechnic University), Bin Chen(Shenzhen University), Yufei Song(Nanjing Tech University), Zongping Shao(Nanjing Tech University), Meng Ni(Hong Kong Polytechnic University)

Nature Energy

September 5, 2022

10.1038/s41560-022-01098-3

Cited by 241

Abstract

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