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CederGroupHub / alab_control

MIT License
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[Feature Request]: SEM EDS Analysis #82

Open bernardusrendy opened 3 months ago

bernardusrendy commented 3 months ago

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Problem

Objective: Phase analysis

Proposed Solution

Algorithm: clustering Input:

  1. Positions for EDS to spot scan: currently using thresholding only, can use the particle segmentation algorithm
  2. XRD phase prediction + confidence

Output:

  1. Phase prediction (+ confidence) per sample
  2. Pixelwise Element quantification per sample
  3. Pixelwise EDS spectra for each image

TODO:

  1. Real samples testing

Future development:

  1. Integration with particle segmentation

Alternatives

No response

Code of Conduct