Refractive index of H-ZF13GT (CDGM)

import lightsmith as ls

# H-ZF13GT (CDGM): H-ZF13GT
cdgm_h_zf13gt = ls.fetch_refractiveindex("specs", "CDGM-optical", "H-ZF13GT", ref="c5c2f188e848453def5970e347399d653df2ffc2")
print(cdgm_h_zf13gt.range_nm)  # (404.7, 2325) nm
eps = cdgm_h_zf13gt.eps([633])  # complex permittivity

import json, urllib.request
import lightsmith as ls

url = "https://materials.lightsmith.dev/v1/datasets/ds_206297a3c79c/lightsmith"
cdgm_h_zf13gt = ls.Tabulated.model_validate(json.load(urllib.request.urlopen(url)))
print(cdgm_h_zf13gt.source)  # citation and provenance travel with the data

# ... load cdgm_h_zf13gt as above, then:
sim = ls.Simulation(
    particles=[ls.Particle(shape=ls.Sphere(radius_nm=50), material=cdgm_h_zf13gt)],
    medium_index=1.0,
    wavelengths=ls.WavelengthRange(start_nm=405, stop_nm=1000, num=81),
)
res = ls.solve(sim)  # exact Mie for a sphere
print(res.q_ext)     # extinction efficiency at each wavelength

import json, urllib.request
import lightsmith as ls

url = "https://materials.lightsmith.dev/v1/datasets/ds_206297a3c79c/lightsmith?model=drude_lorentz"
cdgm_h_zf13gt_dl = ls.DrudeLorentz.model_validate(json.load(urllib.request.urlopen(url)))