Neural green`s function for laplacian systems

HIGHLIGHTS

  • who: Poisson equation and collaborators from the Zu00fcrich, Switzerland have published the paper: Neural Green`s function for Laplacian systems, in the Journal: (JOURNAL)
  • what: The authors propose a machine learning approach that regresses a from boundary conditions. The authors show results that the method outperforms state of the art Conjugate Gradient and Multigrid methods. The aim of this paper, thus, is to efficiently approximate G (x, xu2032 ) given a certain boundary configuration. The authors implement the upsampling (downsampling) operators through composing a series of ratio-2 operators; e_g, the upsampling operator ULu2113 is composed . . .

     

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