Zhang Qian is a second-year Ph.D. student in a joint Program between BIMSA and Renmin University of China, majoring in Statistics and Big Data, under the supervision of Professor Zhang Xiaoming. Her current research focuses on the data-driven discovery of differential equations from noisy and irregularly sampled time-series data using machine learning techniques.