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update noise handling #20

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Merged
vanfossen merged 1 commit into from
Jan 12, 2023
Merged

update noise handling #20

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16 changes: 8 additions & 8 deletions functions.py
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Original file line number Diff line number Diff line change
Expand Up @@ -457,14 +457,14 @@ def __process_spectrum(params, raw_spectrum, find_peaks):
spectrum = SerialSlabs(spectrum, spec_sapphire)
spectrum = SerialSlabs(spectrum, spec_InSb)

# this loop simulates scans and runs as many times as the user indicated in 'number of scans'
for x in range(params["numScan"]):
# add random noise to spectrum
spectrum = add_array(
spectrum,
np.random.normal(0, 200000000, len(spectrum.get_wavenumber())),
var="transmittance_noslit",
)
# add random noise to spectrum
# https://radis.readthedocs.io/en/latest/source/radis.spectrum.operations.html#radis.spectrum.operations.add_array
spectrum = add_array(
spectrum,
sum(np.random.normal(0, 200000000, (params["numScan"], len(w))))
/ params["numScan"],
var="transmittance_noslit",
)

# Post-processing - Find Peaks
# Not done on background samples
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