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Non stationary gaussian process tomography for tokamak plasma

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Non stationary gaussian process tomography for tokamak plasma

This is the implementation of computed tomography for magnetic island taken by a tangential camera

├── mk_matrix.ipynb            # making matrix for tomography(d = R・f)
├── example_bayesian.ipynb            # non-stationary or stationary gaussian process tomography
├── example_tikhonov.ipynb            # L2 regularization tomography
├── methods.py            # implementation of tomography methods

Requirements(recommend).

I have confirmed that it works with google colaboratory(enable gpu)

  • python >= 3.7
  • pytorch >= 1.9

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