Machine-learning-assisted discovery of mechanosynthesized lead-free metal halide perovskites for the oxidative photocatalytic cleavage of alkenes

• Main Authors: Xiao, Yonghao, Choudhuri, Khokan, Thanetchaiyakup, Adisak, Chan, Wei Xin, Hu, Xinwen, Sadek, Mansour, Tam, Ying Hern, Loh, Ryan Guanying, Sharifah Nadhirah Binte Shaik Mohammed, Lim, Kendric Jian Ying, Ten, Ju Zheng, Garcia, Felipe, Chellappan, Vijila, Choksi, Tej S., Lim, Yee‐Fun, Soo, Han Sen
• Other Authors: School of Chemistry, Chemical Engineering and Biotechnology
• Format: Article
• Language: English
• Published: 2024
• Subjects: Chemistry; Alkene oxidation; Lead-free perovskites
• Online Access: https://hdl.handle.net/10356/177753
• Institution: Nanyang Technological University

Lead-free metal halide perovskites can potentially be air- and water-stable photocatalysts for organic synthesis, but there have been limited studies on them for this application. Separately, machine learning (ML), a critical subfield of artificial intelligence, has played a pivotal role in identify...