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Research

Computational Mathematics

Members

  • Prof. W.K. Ching
    Mathematical modeling, applied computing, optimization
  • Prof. G. Han
    Coding and information theory
  • Prof. M. Ng
    Applied and Computational Mathematics, Artificial Intelligence and Machine Learning, Data and Imaging Sciences and Scientific Computing
  • Prof. X. Yuan
    Scientific computing, management science
  • Dr. G. LI
    Numerical analysis, scientific computing
  • Dr. Z. Zhang
    Scientific computation, biomechanics
  • Dr. L. Zhuang, Research Assistant Professor
    Artificial Intelligence, Machine Learning, and Imaging Sciences
  • Dr. K. Cai, Postdoctoral Fellow
    Coding theory, combinatorics
  • Dr. Z. Wu, Postdoctoral Fellow
    Scientific computing, mainly in uncertainty quantification, model reduction, quantum mechanics
  • Dr. H. Yao, Postdoctoral Fellow
    Computational Science, AI and Machine Learning, Nanomaterials, Electromagnetics
  • Dr. Y. Yan, Postdoctoral Fellow
    Machine Learning, Data Mining

Conferences and Workshops

 

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Selected Publications

  • Melkman A., Cheng X., Ching W.K., Akutsu T., Identifying a Probabilistic Boolean Threshold Network from Samples, IEEE Transactions on Neural Networks and Learning Systems, 29 (2018), p.869-881
  • Wentu Song, Kai Cai, Chau Yuen, Kui Cai, Guangyue Han, On sequential locally repairable codes, IEEE Transactions on Informaiton Theory, 64 (2018), p.3513-3527
  • Zhigang Jia, Michael K. Ng, Wei Wang, Color Image Restoration by Saturation-Value Total Variation, SIAM J. Imaging Sciences, 12 (2019), p.972-1000
  • Liu Y., Yuan X.M., Zeng S. and Zhang J., Partial error bound conditions for the linear convergence rate of the alternating direction method of multipliers, SIAM Journal on Numerical Analysis, 56 (2018), p.2095-2123
  • S. Fu, G. Li, R. Craster, S. guenneau, Wavelets-based Edge Multiscale Finite Element Method for Helmholtz problems in perforated domains, Multiscale Model. Simul., (2020)
  • Zhongjian Wang, Jack Xin, Zhiwen Zhang, Computing effective diffusivity of chaotic and stochastic flows using structure preserving schemes, SIAM Journal on Numerical Analysis, 2018, 56(4): 2322-2344
  • L. Zhuang, J. M. Bioucas-Dias, Fast hyperspectral image denoising and inpainting based on low-rank and sparse representations, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (2018), p.730-742

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Advanced Modeling and Applied Computing Laboratory (AMACL)