I am currently looking for postdoctoral researchers to join my research group at the Yau Mathematical Sciences Center (YMSC), Tsinghua University, Beijing, China. The research focuses on data assimilation combined with AI/ML, with possible directions also involving quantum computing and modeling, applied to sea-ice and climate system modeling. The position offers a competitive salary starting from 350,000+ RMB per year. Interested candidates should apply through MathJobs and please indicate me as your supervisor in your application. For students interested in Master's or PhD study, please first take the entrance examination for admission to Tsinghua University / Qiuzhen College. If you are already at Tsinghua University and are interested in joining the group, please feel free to email me. If you have any questions, please also feel free to contact me by email.
Current students
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Ruibiao Zhu, Ph.D. Student (ANU SoCo), Graph neural networks, sea ice floes, multiscale (Primary supervisor)
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Danyang Li, Ph.D. Student (ANU SoCo), Numerical modelling, data assimilation, neural networks (CNN, U-Net, diffusion models), sea ice (Primary supervisor)
Former students
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Frederick Fung, Ph.D. Student (Mathematical Sciences Institute), Multigrid adaptive FEM method, fault recovery in a parallel environment (associate supervisor)
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Sichao Li, Ph.D. Student (SoCo), Machine learning, feature interaction, material intelligence (associate supervisor)
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Jipei Chen, Master Student (SoCo), softFEM, Neural networks, DeepSoftFEM
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Hyeonggeun Yun, Undergraduate (Adv. Comp.) Student, machine learning, sea ice floes, data assimilation, quasi-geostrophic model
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Kecheng Zhang, Undergraduate (B. Comp.) Student, Floe-Assimilated Neural Network Ocean Recovery
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Llew Reilly, Undergraduate (FDD. Hons) Student, Long-term wind adjustment, machine learning (co-supervision)
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Xianli Sun, Master Student (SoCo), Rashomon set, neural networks
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Horace Ng, Undergraduate (B.E. & B.S.) Student, C^1 Crouzeix-Raviart finite element method
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Haoqing Liu, Master Student (SoCo), Neural networks, floe data assimilation for atmosphere-ocean-ice dynamics
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Daming Huang, Master Student (SoCo), PINN for stochastic volatility models
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Yifei Wang, Undergraduate (Adv. Comp. Hons) Student, PINN for DEM modeling of sea ice floes
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Heming Zhu, Undergraduate (FDD. Hons) Student, Soft spectral element method (softSEM) and its application to seismic wave simulation (co-supervision)
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Chengchao Dun, Master Student (SoCo), Machine learning-assisted modeling of sea ice floes, separable CNNs
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Hengrui Bai, Undergraduate (Adv. Comp. Hons) Student, Deep reinforcement learning for Black–Scholes equation
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Anousheh Moonen, Ph.B.(Hons) Student, Neural Networks for inverse eigenvalue problems
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Diwen Chen, Master Student, Neural network (IceNet, CNN U-Net) for Antarctic sea ice
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Liam Harcombe, Ph.B.(Hons) Student, Neural Networks for differential eigenvalue problems, Anderson localisation
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Danyang Li, Master Student, softFEM/softIGA differential eigenvalue problems