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Change routine for y-space fit #113

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GuiMacielPereira opened this issue Jun 28, 2024 · 0 comments
Open
5 tasks

Change routine for y-space fit #113

GuiMacielPereira opened this issue Jun 28, 2024 · 0 comments
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enhancement New feature or request vesuvio-analysis

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@GuiMacielPereira
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Current routine has a few shortcomings:

  • Option to symmetrise the data is not ideal, and should be replaced by subtracting FSE to the first NCP peak
  • Errors on the parameters, especially for functions like GC_C4, GC_C6 and GC_C4_C6 are often on the same magnitude of the parameter values, which invalidates the fit
  • Global fit on all detectors is slow
  • Positivity constraint is not being successfully implemented, since some fitted functions have negative values

Possible solutions and avenues to explore:

  • Implement FSE corrections before focusing data
  • Instead of convolving NCP to fit, deconvolve the data and fit NCP
  • Explore using Mantid algorithm for plotting the error profiles of the parameters, maybe an alternative to using MINOS?
  • Use Mantid Fit for global fit instead of using iminuit
  • Use analytical solutions for the positivity constraints where possible, resort to brute force numerical range constraint for GC_C4_C6
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Labels
enhancement New feature or request vesuvio-analysis
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