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Add regularization to map solution #16

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mpound opened this issue Sep 10, 2020 · 0 comments
Open

Add regularization to map solution #16

mpound opened this issue Sep 10, 2020 · 0 comments
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enhancement New feature or request

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@mpound
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mpound commented Sep 10, 2020

In many cases, the conditions can be ill-posed. Meaning small changes in values or errors can lead to large changes in n and/or G0. This can manifest as stripes in the solution map. The fix for this is to implement some kind of regularization term to the cost function (chisq calculation). Probably the best choice for our case is a regularization term based on the spatial derivatives of the observed ratio maps. This may help force n and G0 to be spatially smooth.

@mpound mpound self-assigned this Sep 10, 2020
@mpound mpound added the enhancement New feature or request label Sep 10, 2020
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