Ying Zhao works as a researcher at the Shandong Laboratory of Advanced Materials and Green Manufacturing in Yantai. His research interests include fuel combustion, molecular design, electrochemical catalysis, crystal prediction, potential function construction, etc. His current research focuses on material database construction, high-throughput screening and machine learning. Zheng Mei works as a research engineer in the Hunan Vanguard Group Co. Ltd, People's Republic of China. He is a postdoctoral researcher in Beijing Institute of Technology. His research interests are Metalized Explosives, Energetic Materials, Quantum Chemistry. Yu-Xiao Cheng now is a master's student in the School of Chemistry and Chemical Engineering at Nanjing University of Science and Technology. His current research interest focuses on the combustion characteristics of metal additives in nanofluid fuel.