Oedes
Organic Electronic Device Simulator
Install / Use
/learn @mzszym/OedesREADME
oedes - organic electronic device simulator
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This is work in progress. See doc/ for documentation, and examples/ for examples of use.
Installation
.. code:: bash
pip install oedes
It is recommended to run test suite after installing
.. code:: bash
python -c "import oedes; oedes.test()"
Example simulation
This builds and solves a model of abrupt PN junction:
.. code:: python
import oedes from oedes import models
Define doping profile
def doping_profile(mesh, ctx, eq): Nd = ctx.param(eq, 'Nd') Na = ctx.param(eq,'Na') return oedes.ad.where(mesh.x<mesh.length*0.5,Nd,-Na)
Define device model
poisson = models.PoissonEquation() temperature = models.ConstTemperature() electron = models.BandTransport(poisson=poisson, name='electron', z=-1, thermal=temperature) hole = models.BandTransport(poisson=poisson, name='hole', z=1, thermal=temperature) doping = models.FixedCharge(poisson, density=doping_profile) semiconductor = models.Electroneutrality([electron, hole, doping],name='semiconductor') recombination = models.DirectRecombination(semiconductor) anode = models.OhmicContact(poisson, semiconductor, 'electrode0') cathode = models.OhmicContact(poisson, semiconductor, 'electrode1') equations=[ poisson, temperature, electron, hole, doping, semiconductor, anode, cathode, recombination ]
Define device parameters
params={ 'T':300, 'epsilon_r':12, 'Na':1e24, 'Nd':1e24, 'hole.mu':1, 'electron.mu':1, 'hole.energy':-1.1, 'electron.energy':0, 'electrode0.voltage':0, 'electrode1.voltage':0, 'hole.N0':1e27, 'electron.N0':1e27, 'beta':1e-9 }
Discretize and solve discrete model
mesh = oedes.fvm.mesh1d(100e-9) model = oedes.fvm.discretize(equations, mesh) c=oedes.context(model) c.solve(params)
Plot bands and quasi Fermi potentials
import matplotlib.pylab as plt p=c.mpl(plt.gcf(), plt.gca()) p.plot(['electron.Eband'],label='$E_c$') p.plot(['hole.Eband'],label='$E_v$') p.plot(['electron.Ef'],linestyle='--',label='$E_{Fn}$') p.plot(['hole.Ef'],linestyle='-.',label='$E_{Fp}$') p.apply_settings({'xunit':'n','xlabel':'nm'}) p.ax.legend(loc=0,frameon=False) plt.show()
.. image:: doc/fig/tutorial-pn.png
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