Guoyan Ge received her B.S. in physics from Shandong Normal University (2017) and Ph.D. in materials science and engineering from Nanjing University of Science and Technology (2024). Currently, she is a Postdoc in Prof. Ma’s group, working on the time-resolved X-ray spectral simulations.