DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications

Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphael Sgier. DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications. Astron. Comput., 27:130-146, 2019. [doi]

@article{PerraudinDKS19,
  title = {DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications},
  author = {Nathanaël Perraudin and Michaël Defferrard and Tomasz Kacprzak and Raphael Sgier},
  year = {2019},
  doi = {10.1016/j.ascom.2019.03.004},
  url = {https://doi.org/10.1016/j.ascom.2019.03.004},
  researchr = {https://researchr.org/publication/PerraudinDKS19},
  cites = {0},
  citedby = {0},
  journal = {Astron. Comput.},
  volume = {27},
  pages = {130-146},
}