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  1. Prof. Ruchi GUO

    https://www.math.cuhk.edu.hk/people/academic-staff/rcguo
    ... Numerical analysis, scientific computing, data science, deep learning Selected Publications: S. Cao, L. ... Value Inverse Problems. International Confer- ence on Learning Representations (ICLR) 2023 I. Babuška, S. Adjerid and ...
  2. Prof. Eric Tsz Shun CHUNG

    https://www.math.cuhk.edu.hk/people/academic-staff/tschung
    ... problems, Data driven multiscale model reduction, Machine learning based reduced order modelling, Discontinuous Galerkin methods: theory, ... Yalchin Efendiev and Min Wang. Deep multiscale model learning. Journal of Computational Physics, 406 (2020), 109071. ...
  3. CUHK – TUYF Partnership Project

    https://www.math.cuhk.edu.hk/community-outreach/cuhk-tuyf-partnership-project
    ... deep appreciation of mathematics. To promote collaborative learning and STEM education, students from Hong Kong True Light College, ... are required to complete coursework to understand their learning status. Speaker: Prof. Michael McBreen Date: To be confirmed ...
  4. Dr. Ruyi FENG

    https://www.math.cuhk.edu.hk/people/academic-staff/fengry
    ... Sparse representation, Compressive Sensing, Deep Learning, Convex optimization Hyperspectral remote sensing analysis, ... Cheng, “A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene ...
  5. Background

    https://www.math.cuhk.edu.hk/ddp-background
    ... also widen their horizon through immersing in a different learning environment. Combining the strengths of the two programmes, students ... widen their horizon through immersing in a different learning environment. ...
  6. Dr. Juncheng LI

    https://www.math.cuhk.edu.hk/people/academic-staff/junchengli
    ... Adjustable Super-Resolution Network via Deep Supervised Learning and Progressive Self-Distillation. Neurocomputing (NC), 2022. ... Image Denoising. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020. ...
  7. Grants

    https://www.math.cuhk.edu.hk/research/grants
    ... deblurring: from variational approaches to explainable deep learning Prof. Tieyong ZENG Research Grants Council - General ... Research Grants Council - General Research Fund Learning of macroscopic parameters for multiscale problems Prof. Eric ...
  8. Research Interests

    https://www.math.cuhk.edu.hk/research/research-interests
    ... problems scientific computing scientific machine learning medical imaging deep learning Prof. Liu LIU: numerical methods for kinetic and ...
  9. Study Scheme

    https://www.math.cuhk.edu.hk/ddp-study-scheme
    ... 2. Experiential Learning: At least 4 consecutive weeks of outside Hong Kong exposure[h] ... approved by the Major Programme, to fulfill the Experiential Learning requirement. Students are responsible for the extra costs incurred in ...