Xinghao Liu, Ph.D., University-appointed Young Talent at University of Jinan, and currently serves as a Guest Editor for the international SCI journal Biosensors. Received Ph.D. from Central South University in 2023 The main research direction focuses on the design and development of novel nano-materials assisted by machine learning, with an emphasis on the application of carbon dots and two-dimensional materials in the field of environments. Published over 20 papers as the first/corresponding authors in journals, including Chem. Eng. J., Sep. Purif. Technol., and J. Environ. Manag., Served as the Principal Investigator for the Shandong Provincial Natural Science Foundation for Youth and led multiple industry-sponsored projects. Served as reviewer for multiple journals, including Water Res., Chem. Eng. J., J. Environ. Manag. Appli Surface Sci. and J. Environ. Chem. Eng.