Tingwei Ji

β-Variational autoencoders and transformers for reduced-order modelling of fluid flows

Physics-informed Neural Networks (PINN) for computational solid mechanics: Numerical frameworks and applications

Data-driven nonlinear reduced-order modeling of unsteady fluid–structure interactions

Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization