Latent Grid Standing Wave Decomposition Gaussian Process
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altmany-export_fig-5f4c67c
gpml-matlab-v4.1-2017-10-19
LGGP3b_1d.m
LGGP5b_1d.m
README.md
lggp_compare.m
lggp_compare_plot.m

README.md

Latent Grid Standing Wave Decomposition Gaussian Process (LG-SWD-GP)

Reference: Standing Wave Decomposition Gaussian Process. Lu, C.-K., Yang, S. C.-H. & Shafto, P. Phys. Rev. E 98, 032303 (2018).

To reproduce Figures 7, 8, and 9 in the above paper:

  • Download the repo.
  • Open MATLAB and add to path this repo and all its subfolders.
  • Run lggp_compare.m in MATLAB.
  • A new file lggp_exp_data.mat should appear in the folder when the script finishes.
  • Run lggp_compare_plot.m in MATLAB.
  • Three pdfs corresponding to the three figures should appear in the folder.