周涛,  研究员

• 研究方向：

  随机计算，不确定性定量化，深度学习与科学计算

• 代表作：

  Ling Guo, Akil Narayan and Tao Zhou, Constructing least-squares polynomial approximations, SIAM Review, 62(2), 483-508 2020.
  
  Ling Guo, Hao Wu and Tao Zhou,  Normalizing field flow: solving forward and inverse stochastic differential equations using physics-informed flow model, J. Comput. Phys., (461) 2022, 111202.
  
  Liang Yan and Tao Zhou, Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems,  J. Comput. Phys., 381: 110-128, 2019. 
  
  Akil Narayan, John Jakeman and Tao Zhou, A Christoffel function weighted least squares algorithm for collocation approximations, Math. Comput., (86)2017, pp.1913-1947.
  
  Eleonora Musharbash, Fabio Nobile and Tao Zhou, Error analysis of the dynamically orthogonal approximation of time dependent random PDEs,  SIAM J. Sci. Comput.,  37-2,  pp. A776–A810, 2015.

• 联系方式：

  办公室：中科院数学院科技综合楼418房间 电　话：0086-10-82541572 邮　箱：tzhou@lsec.cc.ac.cn