automated_peak_fitting_software.md

(Yellow‑zone draft)

Automated Peak Fitting Software#

Peak‑fitting software identifies and quantifies peaks in spectral or temporal data. It is powerful but relies on model assumptions and parameter choices.

Dimensional Core (SET)#

• Spin: not relevant
• Elec: digital computation
• Temp: not relevant

Why Yellow‑Zone#

Peak fitting is assumption‑dependent.
It interprets raw data through model choices (Gaussian, Lorentzian, Voigt), baseline corrections, and smoothing. Small changes in parameters can shift results significantly.

Regime Notes#

• pos‑regime: clean peaks, high SNR
• Q‑regime: overlapping peaks, baseline drift
• neg‑regime: noisy data, unstable fits, model mismatch

Alignment Notes#

Needs explicit notes on model selection, baseline handling, and parameter sensitivity.