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Source code

  • Multi-Element Probabilistic Collocation Method (ME-PCM) package.
    This is a C++ package that provides sampling points and weights for uncertainty quantification (UQ) and sensitivity analysis. Find more information and download the source code from here.
  • An hp-adaptive minimum action method
    This is the algorithm proposed in the paper [PDF]: X. Wan, B. Zheng and G. Lin, An hp adaptive minimum action method based on a posteriori error estimate, Communications in Computational Physics, 23(2) (2018), pp. 408-439. Find more information and download the source code from here.
  • KRnet: a block-triangular invertible mapping
    This is the algorithm proposed in the paper [PDF]: K. Tang, X. Wan and Q. Liao, Deep density estimation via invertible block-triangular mapping, Theoretical & Applied Mechanics Letters, 10 (2020), 000-5. Find more information and download the source code from here.
  • DAS-PINNs
    This is the algorithm proposed in the paper [PDF]: K. Tand, X. Wan and C. Yang, DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations, arXiv:2112.14038v2, (2022). The source code can be found here.