Chong Guo is now an M.S. student at the School of Power and Energy, Nanchang Hangkong University, Nanchang, China. His current research interests focus on using machine learning in combination with first-principles calculations to guide the design, screening, performance prediction, and stability investigation of perovskite solar cell materials and piezoelectric ferroelectric materials, together with related experimental synthesis and analytical validation.