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%matplotlib nbagg
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import hyperspy.api as hs
from pyeels import eels
import numpy as np
import matplotlib.pyplot as plt
from scipy.signal import convolve
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positions = [[0.3333333333333357, 0.6666666666666643, 0.9996814330926364],
[0.6666666666666643, 0.3333333333333357, 0.4996814330926362],
[0.3333333333333357, 0.6666666666666643, 0.3787615522102606],
[0.6666666666666643, 0.3333333333333357, 0.8787615522102604]]
numbers = [8, 8, 30, 30]
atoms = []
for i, position in enumerate(positions):
atoms.append(eels.Atom(numbers[i],position))
atoms
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lattice = np.array([[ 3.2871687359128612, 0.0000000000000000, 0.0000000000000000],
[-1.6435843679564306, 2.8467716318265182, 0.0000000000000000],
[ 0.0000000000000000, 0.0000000000000000, 5.3045771064003047]])
cell = eels.Cell(lattice = lattice,
atoms=atoms)
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model = eels.ModelSystem(cell=cell)
model.meshgrid(pointDensity=np.array([41, 41, 41]))
model.addParabolicBand(energy_offset=0.0, effective_mass=np.array([-2.45, -2.45, -2.45]), k_center=np.array([0, 0, 0]))
model.addParabolicBand(energy_offset=3.3, effective_mass=np.array([ 0.29, 0.29, 0.25]), k_center=np.array([0, 0, 0]))
energyBins = np.linspace(3,5,100)
print(model.diffractionGrid()[1])
print(model.cell.brillouinZone)
model.spaceGroup()
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s = model.calculateScatteringCrossSection(energyBins, fermiEnergy=1.65, temperature=0)
s.metadata['General']['authors'] = "Sindre R. Bilden"
s.metadata['General']['name'] = "Reference"
s.metadata['General']['notes'] = "ZnO model"
s.metadata['General']['title'] = "Reference"
s.save('../Results/Cecilie/ZnO/41/T0F%.2f.hspy' %(s.metadata['Sample']['system']['fermiEnergy']))
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s = model.calculateScatteringCrossSection(energyBins, fermiEnergy=3.6, temperature=0)
s.metadata['General']['authors'] = "Sindre R. Bilden"
s.metadata['General']['name'] = "T=0K Ef=3.6eV"
s.metadata['General']['notes'] = "ZnO model"
s.metadata['General']['title'] = "T=0K Ef=3.6eV"
s.save('../Results/Cecilie/ZnO/41/T0F%.2f.hspy' %(s.metadata['Sample']['system']['fermiEnergy']))
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s = model.calculateScatteringCrossSection(energyBins, fermiEnergy=3.6, temperature=300)
s.metadata['General']['authors'] = "Sindre R. Bilden"
s.metadata['General']['name'] = "T=300K Ef=3.6eV"
s.metadata['General']['notes'] = "ZnO model"
s.metadata['General']['title'] = "T=300K Ef=3.6eV"
s.save('../Results/Cecilie/ZnO/41/T300F%.2f.hspy' %(s.metadata['Sample']['system']['fermiEnergy']))
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