A paper co-authored by Professor Toru Murayama of Hokkaido University’s Institute for Catalysis has been published in Journal of Hazardous Materials.

• Xiaochong Wang, Wei Zhang, Ruobing Cheng, Pengyuan Ma, Junhui Su, Mingyue Lin, Toru Murayama, Guangli Xiu. Deciphering peroxydisulfate vs. peroxymonosulfate activation by biochar catalysts via explainable machine learning. Journal of Hazardous Materials, 2026, Vol. 513, 142434.
  DOI: https://doi.org/10.1016/j.jhazmat.2026.142434