I was thinking the same way, but then came to me the idea of, once I have detected peaks in a spectrum, I could distinguish peaks of different nature (eg. gaussian vs lorentzian) knowing the peak symmetry, the FWMH, or similar characteristics. I wouldn't be able to quantify the elements but i could use ML at a certain point, i guess.
NotSoChildishRubino OP t1_j9t91yd wrote
Reply to comment by bubudumbdumb in [D] Can ML be useful in spectra analysis? by NotSoChildishRubino
I was thinking the same way, but then came to me the idea of, once I have detected peaks in a spectrum, I could distinguish peaks of different nature (eg. gaussian vs lorentzian) knowing the peak symmetry, the FWMH, or similar characteristics. I wouldn't be able to quantify the elements but i could use ML at a certain point, i guess.