I am a PhD candidate at SUMO lab, Ghent University, under the supervision and guidance of Professor Tom Dhaene and Professor Ivo Couckuyt for Data efficient machine learning techinique. My research mainly focus on Bayesian optimization, active learning and applied machine learning.
My master was finished about flight vehicle design in school of aeronautics at Northwestern Polytechnical University, under the supervision and guidance of Professor Hu Yu. As a member of the lab which made the first successful flight of double ducted fan in China, my researches primarily involve optimization algorithms and their applications on ducted fan VTOL aircrafts. For instance, improving ducted fan aircraft’s performance through high fidelity computational methods (Computational Fluid Dynamics) and efficient global optimizations (Kriging/Gaussian Process based sequential design method).