Dr. Hui Xu is a researcher in the group of LFC-UK in Applied Mathematics and Mathematical Physics section in Departement of Mathematics, and the project LFC-UK is funded by EPSRC, Airbus and EADS-IW. His researches are focused on hydrodynamic instability, aerodynamics/aeroacoustics, turbulence, numerical analysis and computational methods. His particular studies include the dispersion/dissipation analysis of numerical schemes, and multiscale analysis. Dr Hui Xu is currently working on the receptivity and instability of the boundary-layer transition stages and addressing the influences of free stream disturbance, wavy wall, blowing and suction, external acoustic waves on the instability in the boundary layer. The simulations are implemented in Nektar .
et al., 2023, Intelligent controller for unmanned surface vehicles by deep reinforcement learning, Physics of Fluids, Vol:35, ISSN:1070-6631
Wu W, Feng X, Xu H, 2022, Improved Deep Neural Networks with Domain Decomposition in Solving Partial Differential Equations, Journal of Scientific Computing, Vol:93, ISSN:0885-7474
et al., 2021, Vortex structures evolution in supersonic mixing layers with different inlet Reynolds numbers based on the Lagrangian method, Aip Advances, Vol:11
et al., 2021, Parameter optimization of open-loop control of a circular cylinder by simplified reinforcement learning, Physics of Fluids, Vol:33, ISSN:1070-6631
Xu H, Zhang W, Wang Y, 2021, Explore missing flow dynamics by physics-informed deep learning: The parameterized governing systems, Physics of Fluids, Vol:33, ISSN:1070-6631