Quanling Deng

Current students

• Ruibiao Zhu, Ph.D. Student (SoCo), Graph neural networks, sea ice floes, multiscale (Primary supervisor)

• Danyang Li, Ph.D. Student (SoCo), Numerical modelling, neural networks (CNN, U-Net, diffusion models), sea ice (Chair and primary supervisor)

• Frederick Fung, Ph.D. Student (Mathematical Sciences Institute), Multigrid adaptive FEM method, fault recovery in a parallel environment (associate supervisor)

• Sichao Li, Ph.D. Student (SoCo), Machine learning, feature interaction, material intelligence (associate supervisor)

• Riik Basu, Ph.D. Student (SoCo), Numerical simulation (seismic wave propagation), HPC, (associate supervisor)

• Jipei Chen, Master Student (SoCo), softFEM, Neural networks, DeepSoftFEM

• Hyeonggeun Yun, Undergraduate (Adv. Comp.) Student, machine learning, sea ice floes, data assimilation, quasi-geostrophic model (physical domain)

• Kecheng Zhang, Undergraduate (B. Comp.) Student, Floe-Assimilated Neural Network Ocean Recovery

• Llew Reilly, Undergraduate (FDD. Hons) Student, Long-term wind adjustment, machine learning (co-supervision)

• Xianli Sun, Master Student (SoCo), Rashomon set, neural networks

• Horace Ng, Undergraduate (B.E. & B.S.) Student, C^1 Crouzeix-Raviart finite element method

• Haoqing Liu, Master Student (SoCo), Neural networks, floe data assimilation for atmosphere-ocean-ice dynamics

Former students

• Daming Huang, Master Student (SoCo), PINN for stochastic volatility models

• Yifei Wang, Undergraduate (Adv. Comp. Hons) Student, PINN for DEM modeling of sea ice floes

• Heming Zhu, Undergraduate (FDD. Hons) Student, Soft spectral element method (softSEM) and its application to seismic wave simulation (co-supervision)

• Chengchao Dun, Master Student (SoCo), Machine learning-assisted modeling of sea ice floes, separable CNNs

• Hengrui Bai, Undergraduate (Adv. Comp. Hons) Student, Deep reinforcement learning for Black–Scholes equation

• Anousheh Moonen, Ph.B.(Hons) Student, Neural Networks for inverse eigenvalue problems

• Diwen Chen, Master Student, Neural network (IceNet, CNN U-Net) for Antarctic sea ice

• Liam Harcombe, Ph.B.(Hons) Student, Neural Networks for differential eigenvalue problems, Anderson localisation

• Danyang Li, Master Student, softFEM/softIGA differential eigenvalue problems