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qcl:simulation_output

Simulation output

For each simulation run, a new output folder is created in the simulation output folder. The created folder has the name of the input file.

In addition, date-time can be added to the folder name by the nextnanomat setting (Tools → Options → Expert settings before Aug 2021, Tools → Options → View/Output since Aug 2021). For nextnanomat before Aug 2021, this option is recommended in order to avoid overwriting existing output data. For nextnanomat after Aug 2021, simulation output is per default not overwritten and instead enumerated unless you manually check the option “Overwrite existing simulation…”.

The created output folder contains:

  • the input file (.xml) and the material database (.xml).
  • a folder 'Input' which contains material parameters used in the calculation.
  • a folder Strain (only if the strain option is activated).
  • a folder Polarization if pyroelectric and/or piezoelectric effects are considered.
  • a folder 'Init_Electron_Modes' for the results of the initial Schrödinger solution.
  • a folder for each parameter step. In particular, in case of voltage sweep, the name of the folder is the potential drop per period.
  • Several files related to the sweep made. For a voltage sweep, it contains plots of physical quantities (current, gain,…) as a function of the applied voltage.
  • a log file is created at the end of the simulation, containing all the information displayed during the simulation.

'Input' folder

The folder Input/ contains all the simulation input such as material parameters as a function of position.

  • AlloyContent.dat
    alloy concentration $x$ vs. position for ternary materials such as Al(x)Ga(1-x)As
  • AlloyScatteringTerm.dat
    alloy scattering term (in unit of [eV$^2$]) vs. position for ternary materials
  • BandEdges.dat
    conduction band edge $E_{\rm c}$ and valence band edge $E_{\rm v}$ vs. position in units of [eV]
  • BandGap.dat
    energy band gap $E_{\rm gap}$ vs. position in units of [eV]
  • Conduction_BandEdge.dat
    conduction band edge $E_{\rm c}$ including shift due to strain vs. position in units of [eV]
  • DeformationPotential_ConductionBand.dat
    conduction band deformation potential vs. position
  • DeformationPotential_ValenceBand.dat
    valence band deformation potential vs. position
  • DeformationPotential_ValenceBand_Uniaxial.dat
    valence band uniaxial deformation potential vs. position
  • DopingDensity.dat
    Doping density [cm$^{-3}$] vs. position
  • E_p(Kane energy).dat
    Kane energy [eV] (material-dependent k.p parameter) vs. position
  • EffectiveMass.dat
    effective conduction band mass $m_{\rm c}$ vs. position in units of [m0]. This input is not used for a k.p calculation.
  • ElasticConstants.dat
    elastic constants $c_{ij}$ vs. position in units of [GPa]
  • EpsOptic.dat
    optical dielectric constant $\epsilon(\infty)$ vs. position
  • EpsStatic.dat
    static dielectric constants $\epsilon(0)$ vs. position
  • L (Dresselhaus parameter L).dat
    Dresselhaus parameter (material-dependent k.p parameter) vs. position. Default is $-1$.
  • LatticeConstants.dat
    lattice constants $a$ vs. position in units of [nm]
  • MaterialDensity.dat
    material density vs. position in units of [kg/m3]
  • PhononEnergy_LO.dat
    longitudinal optical (LO) phonon energy in units of [eV]
  • PiezoConstants.dat
    piezoelectric constants $e_{ij}$ in units of [C/m2]
  • PyroConstants.dat
    pyroelectric polarization $P_z$ (spontaneous polarization) in units of [C/m2] (wurtzite only)
  • S (remote band parameter).dat
    remote band parameter (material-dependent k.p parameter) vs. position
  • VelocityOfSound.dat
    sound velocity in units of [m/s]

Strain

If the strain option is activated, a folder Strain/ is created.

  • Strain_CrystalSystem.dat
    (dimensionless) strain tensor components with respect to the crystal coordinate system.
  • Strain_Simulation.dat
    (dimensionless) strain tensor components with respect to the simulation coordinate system.

If the crystal has not been rotated, above files contain identical values.

  • Strain_trace.dat
    trace of the strain tensor

Piezo and pyroelectric polarization

The folder Polarization/ contains the piezoelectric and pyroelectric polarization if these options are activated.

  • InterfaceCharges\PiezoCharges.dat
    piezoelectric charge density due to strain. If the strain is zero, the piezoelectric charge density is zero.
  • InterfaceCharges\PyroCharges.dat
    pyroelectric charge density due to spontaneous polarization in wurtzite crystals.
  • PiezoPolarization.dat
    $z$-component of the piezoelectric polarization vector
  • PyroPolarization.dat
    $z$-component of the pyroelectric polarization vector

Initial electronic states

The folder Init_Electr_Modes\ contains 3 different folders corresponding to 3 different sets of basis states. They are calculated at the first step of the calculation, before the NEGF calculation. These 3 sets of states are basis of the reduced Hilbert space obtained after applying the energy cut-off <Energy_Range_Axial>.

These states are displayed for a default voltage of <Energy_Range_Axial>/2. This voltage at which the states are visualized can be modified by the input file command:

<Simulation_Parameter>
  ...
  <Bias_for_initial_Electronic_Modes unit="meV">54</Bias_for_initial_Electronic_Modes>
  ...
</Simulation_Parameter>

'Reduced Real Space' modes

The 'reduced real space' modes are eigenstates of the position operator in the reduced Hilbert space (i.e. after the energy cut-off). Because of the energy cut-off, these states are spatially extended instead of being $\delta$ functions. This basis set is the one which is used in the NEGF calculation. It does not depend on the applied voltage. However, this basis has generally little use in terms of physical interpretation.

The folder Init_Electr_Modes\ReducedRealSpace\ contains:

  • ReducedRealSpaceModes.dat
    Conduction band edge and square of the wave functions (shifted in energy) vs. the heterostructure coordinate position.
    3 periods are displayed. 'per.0' 'per.1' 'per.2' in the wavefunction names refer to the left, middle and right period shown. The numbers of states displayed is equal to 3 times the number of states per period, that is the number of selected minibands.

  • ReducedRealSpaceModesOn.dat
    Same as in ReducedRealSpaceModes.dat but the vanishing parts of the wavefunctions are not shown (plot not supported by nextnanomat).
  • H0ReducedRealSpace_nobias.mat
    Expression of the Hamiltonian in this basis when no external bias voltage is applied.
  • H0ReducedRealSpace_nobias.mat
    Expression of the Hamiltonian in this basis with an applied external voltage.
  • Single-band case: Wavefunction.dat
    Envelope function of the wavefunction $\Psi_i(z)$
  • Multiband-case: Wavefunction_ConductionBand.dat, Wavefunction_LHBand.dat, and Wavefunction_SOBand.dat
    Different component of the envelope wavefuntions

$$\Psi_i(z) = f^{\text{c}}_i(z)u_{\text{c}}(z) + f^{\text{LH}}_i(z)u_{\text{LH}}(z) + f^{\text{SO}}_i(z)u_{\text{SO}}(z)$$

'Tight-binding' states

The Tight-binding\ folder contains data only if one or several <Analysis_Separator> are defined in the input file. The tight-binding basis corresponds to piecewise solution of the Schrödinger equation between these separators.

Wannier-Stark states

The Wannier-Stark states correspond to the eigenstates of the Schrödinger equation without accounting for Poisson equation (i.e. electrostatic mean-field).
It contains:

  • Wannier-Stark_States.dat shows the conduction band edge and the probability densities of the eigenstates of the Schrödinger equation (the Wannier-Stark states).

  • Wannier-Stark_levelsOn.dat. Same as Wannier-Stark_States.dat except that the points with almost zero probability density are omitted.

  • Dipoles.mat gives the dipole matrix elements (i.e. matrix elements of the position operator)

The expression in the single-band case is: $$ d_{ij} = \int dz f_i(z) ~ z ~ f_j(z) $$ In the multiband case: $$ d_{ij} = \sum_{\mu} \int dz f^{(\mu)}_i(z) ~ z ~ f^{(\mu)}_j(z) $$

  • EffectiveMasses.dat gives the position and energy-dependent effective mass
  • H0_WannierStark.mat gives the Hamiltonian in the Wannier-Stark basis.
  • Oscillator_Strength.mat gives the oscillator strengths.

Oscillator strength

The oscillator strength is calculated from the formula $$ f_{\alpha \beta} = \frac{2 \vert p_{\alpha \beta}\vert^2}{m_0 (E_{\beta} - E_{\alpha})} $$ Note that the electron mass $m_0$ entering the above formula is the bare electron mass.

This oscillator strength (which is sometimes referred as the unnormalized one), differs from the usual definition in the single band case by the ratio $m^*/m_0$, i.e. $\frac{m^*}{m_0} f_{\alpha \beta}$ is called the normalized oscillator strength.

The advantage of this unnormalized definition is that it is general enough to be applied to the multiband case.

Note that in the parabolic single-band case, the usual sum-rule is retrieved by using the normalized definition $$ \sum_{\beta \neq \alpha} \frac{m^*}{m_0} f_{\alpha \beta} = 1 $$

In-plane discretization

The file Lateral_spectrum.dat gives the energy discretization for the states used to describe the 2-Dimensional (2D) motion in the directions (x,y) perpendicular to the heterostructure. The lateral motion is discretized using cylindrical boundary conditions, and the corresponding eigenstates are Bessel funcitons.
$x$ axis: Lateral state index
$y$ axis: order of Bessel (zero index)-1 of Bessel Relative Energy (meV).

Simulation output for each voltage/temperature step

For each voltage or temperature step, the following files are produced as a result of the NEGF calculation:

  • CarrierDensity.dat
    Electron density in [cm-3] as a function of position [nm].
  • Conduction_BandEdge.dat
    Calculated heterostructure conduction band edge profile $E_{\rm c}^\prime$ as a function of position in units of [eV]. It includes the mean field electrostatic potential $\phi$ [V] as $E_{\rm c}^\prime = E_{\rm c} - e \phi$.
  • Convergence.txt
    This file contains values for
    • Convergence factor
      convergence factor for the lesser Green's function $\mathbf{G}^<$, which corresponds to the relative variation between the last two consecutive Green's functions. Should be as close as possible to 0.
    • Current convergence factor
      convergence factor for the current density, which corresponds to the relative variation of the last two consecutive current density values. Should be as close as possible to 0.
    • Number of iterations
    • Normalization of lesser Green's function $\mathbf{G}^<$
      Should be as close as possible to 1.
    • Sum normalised spectral function
      Should be as close as possible to 1. If not, it usually means that the energy grid spacing is too large.
  • NO-CONVERGENCE.txt
    This file is generated instead if the calculation did not converge.
  • CurrentDensity.dat
    Current density in [A/cm2] as a function of position [nm].
  • Current-miscellaneous.txt
    General information on the simulation.
    • Current density in [A/cm2]
    • Average electron velocity in [nm/ps]
    • Time for one electron to travel through one period in [ps]
    • Electric field in [kV/cm]
    • Doping sheet density per period in [cm-2]
    • 3D doping density averaged over one period in [cm-3]
    • Effective electronic temperature in [Kelvin]. This is only an effective temperature as electrons are not in thermal equilibrium, which is obtained by averaging the kinetic energy for the in-plane motion. This effective temperature is given by the following formula:

$$ T_{\text{eff}} = \sum_{i} ~ p_{i} ~ E_{\parallel}(i) ~ / ~ k_b $$ where $p_{i}$ is the fraction (i.e. population normalized to 1) of occupation in the in-plane state $i$, $E_{\parallel}(i)$ is the in-plane energy for the in-plane state $i$, and k_b the Boltzmann constant.

  • Electrostatic-Potential.dat
    Mean field electrostatic potential $\phi$ [V] as a function of position. The electrostatic potential $\phi$ is the solution of the Poisson equation and has been calculated self-consistently.

Output in basis sets (ReducedRealSpace, WannierStark, TightBinding)

3 folders are created to output physical quantities in the 3 different basis sets (Reduced Real Space, Wannier-Stark, and Tight-Binding).

For each basis set, the folder contains:

  • the probability density $\vert \Psi_i(z) \vert^2$ for the each state $\Psi_i$. Each level is shifted accordingly to its energy.
  • the wavefunction $\Psi_i(z)$ in the file Wavefunctions.dat
  • CarrierDistribution_Energy.dat shows the energy-resolved populations in each state.
  • DensityMatrix.txt and DensityMatrix_elements.txt display the density matrix in a text file.
  • DensityMatrix_Real.mat displays the real part of the density matrix. The labeling is made accordingly to the one of the wavefunctions $\Psi_i(z)$, so that the matrix element (i,j) corresponds to the real part of $\langle \Psi_i \vert \rho \vert \Psi_j \rangle$, where $\rho$ is the density matrix. Note that the diagonal element (i,i) is equal to the population of the level $\Psi_i$.
  • DensityMatrix_Imaginary.mat displays the imaginary part of the density matrix.
  • Dipoles.mat gives the dipole matrix elements (see above for definition)
  • EffectiveMasses.dat gives the position and energy-dependent effective mass
  • Populations.text indicates the population (i.e. the probability of occupation) in each level $\Psi_i$ (normalized to 1 for one period of the structure).
  • SpectralFunctions.dat shows the diagonal part of the spectral function, i.e. the energy-resolved density of states (DOS)
  • SpontaneousemissionRate.txt gives for each pair of initial and final state the scattering rate (s^-1) of spontaneous photon emission.
  • SpontaneousemissionRate.mat gives the same information but in matrix form: the element ($i$,$j$) gives the scattering rate (s^-1) of spontaneous photon emission between the initial state $i$ and final state $j$.
  • Subband_KineticEnergy.txt contains the averaged kinetic energy for each level/subband $i$. Its calculation is given by:

$$ \langle E_i \rangle = \frac{ \sum_{k} ~ p_{i,k} ~ E_{\parallel}(k)}{\sum_{k} ~ p_{i,k}}, $$ where $E_{\parallel}(k)$ is the in-plane kinetic energy.

  • Subband_Temperature.txt gives the effective temperature of each level/subband $i$, according to

$$ T^{\text{eff}}_i = \langle E_i \rangle / ~ k_b $$

2D plots

The folder 2D_plots\ contains 2D color maps as a function of position [nm] (horizontal axis) and energy [eV] (vertical axis). Note that these 2D plots show 2 QCL periods although only 1 period is simulated.

  • DOS_energy_resolved.vtr / *.plt / *.fld
    Energy-resolved local density of states (LDOS) in units of [eV-1 nm-1]. The LDOS is related to the spectral function. It shows the available states for the electrons at $k_\parallel = 0$.
  • CarrierDensity_energy_resolved.vtr / *.plt / *.fld
    Energy-resolved electron density $n(z,E)$ [cm-3 eV-1]. It is related to the lesser Green's function $\mathbf{G}^<$.
  • CurrentDensity_energy_resolved.vtr / *.plt / *.fld
    Energy-resolved current density $j(z,E)$ [A cm-2 eV-1].

For different extensions of 2D outputs, please also see advanced settings in the input file.

Gain

The folder Gain\ contains one- and two-dimensional plots of the intensity gain simulated. A negative value of gain corresponds to absorption.

2D color maps show the gain $G(z,E_{\rm ph})$ [cm-1 nm-1], where the horizontal axis is position $z$ [nm] and the vertical axis is photon energy $E_\rm{ph}$ in units of either energy [meV] or frequency [THz]. Note that the units of gain in the nextnano.MSB code are [eV-1 cm-1]. Also note that these 2D plots show 2 QCL periods although only 1 period is simulated.

  • Energy-Resolved_Gain_Simple-Approximation.fld / *.coord / *.dat
  • Gain_vs_Position_and_Energy_SelfConsistent.vtr
  • Gain_vs_Position_and_Frequency_SelfConsistent.vtr

1D plots show the gain $G(E_\rm{ph})$ [cm-1] against photon energy [meV], frequency [THz], and wavelength [micron].

  • Gain_Simple-Approximation.dat Intensity gain obtained without the self-consistent calculation.
  • GainSemiClassical_vs_Energy.dat
  • GainSemiClassical_vs_Frequency.dat
  • GainSemiClassical_vs_Wavelength.dat
  • Gain_SelfConsistent_vs_Energy.dat
  • Gain_SelfConsistent_vs_Frequency.dat
  • Gain_SelfConsistent_vs_Wavelength.dat

Note that the gain output is only done for the voltages specified in the input file.

<!-- Calculate gain only between the following values of
     potential drop per period in order to save CPU time -->
     <Vmin unit="mV"> 160 </Vmin>
     <Vmax unit="mV"> 400 </Vmax>

Green's functions

The folder GreenFunctions/ contains information on the Green's functions.

The electron density $n(x,E_x)$ is related to the lesser Green's function $\mathbf{G}^<$ (“G lesser”): $$n(x,E_x) = - \frac{{\rm i}}{2\pi} \mathbf{G}(x,x^\prime=x,E_x)$$

  • GreenLesser_All.dat
    lesser Green's function $\mathbf{G}^<$
    This file contains the sum over all the diagonal (i.e. $x=x^\prime$) lesser Green's functions (sum over one period) as a function of energy $E_x$.
  • GreenLesser_Z.dat
    lesser Green's function $\mathbf{G}^<$
    This file contains the lesser Green's function $\mathbf{G}^<$ (i.e. density $n(E)$) for each mode space used in the calculation.

The local density of states $\rho(x,E_x)$ is related to the spectral function $\mathbf{A}$: $$\rho(x,E_x) = \frac{1}{2\pi} \mathbf{A}(x,x^\prime=x,E_x)$$ $\mathbf{A}$ is defined as $\mathbf{A} = {\rm i} (\mathbf{G}^{\rm R} - \mathbf{G}^{{\rm R}\dagger}) = - 2 {\rm Im}(\mathbf{G}^{\rm R})$. $\mathbf{G}^{\rm R}$ is the retarded Green's function.

  • GreenSpectral_All.dat
    This file contains the sum over all the spectral functions (sum over one period) as a function of energy $E_x$.
    Example: In the figure below, for instance, one can see that <Emin_shift unit="meV"> can be increased (by 200 meV) to reduce the calculation time. Essentially, the energy range of the Green's functions is altered by adjusting <Emin_shift unit=meV> and <Emax_shift unit=meV>.
  • GreenSpectral_Z.dat
    This file contains the spectral function for each mode space used in the calculation.

Density matrix

The folder DensityMatrix/ contains the density matrix $\rho$ which is a complex quantity and it is dimensionless. The trace of the density matrix equals 1. In our case, the trace is 1 if we sum over one period. The state labels (state $i$, period $j$) are specified in the complex density matrix. $$\rho(i,j) = \rho({\rm state},{\rm period})$$

  • DensityMatrix_complex.mat
    This file contains the density matrix.
    The $x$ axis contains real and imaginary value.
    The $y$ axis is number of periods.
  • DensityMatrix_RealPart_AbsoluteValue.mat
    This file contains the absolute value of the real part of the density matrix.
    The $x$ axis contains absolute value of the imaginary part.
    The $y$ axis is number of periods.
  • DensityMatrix_ImaginaryPart_AbsoluteValue.mat
    This file contains the absolute value of the imaginary part of the density matrix.
    The $x$ axis contains absolute value of the real part.
    The $y$ axis is number of periods.

Output files for voltage sweep

If you sweep voltage, the following files are generated.

  • Energy_WannierStarkStates.dat
    Energy levels of the Wannier-Stark states (“$E_1$ = Energy of level 1”, “$E_2$ = Energy of level 2”,…) as a function of voltage, i.e. potential drop per period in units of [mV].
  • Energy_TightBinding.dat
    Energy levels of the tight-binding states.
  • Gain_vs_Voltage.dat and Gain_vs_EField.dat
    Intensity gain [cm-1] and the photon energy at maximum gain [meV] (or photon frequency in [THz]) as a function of voltage (potential drop per period [mV]) or electric field [kV/cm].
  • Current_vs_Voltage.dat and Current_vs_EField.dat
    Current-voltage characteristics, i.e. the current density in units of [A/cm2] as a function of voltage (potential drop per period [mV]) or electric field [kV/cm]. The current is the average of the file Current-Density.dat.

Combined temperature-voltage sweep

a combined temperature-voltage sweep can be done using the keyword Temperature-Voltage in the field <SweepType> of <SweepParameters> (see the example of code below). In this case, the simulation can be parallelized. <Threads> defines the number of parallel threads. Its optimal value should be the number of CPU cores available (if the available memory is sufficient). Within each parallel temperature sweep, a serial voltage sweep is performed.

<SweepParameters>   
    <SweepType>Temperature-Voltage</SweepType>
    <MinV> 50</MinV> 
    <MaxV> 60</MaxV> 	
    <DeltaV> 2</DeltaV> 	

    <MinT> 25</MinT> 
    <MaxT> 300</MaxT> 	
    <DeltaT> 25</DeltaT> 

    <Threads>12</Threads> <!-- Parallelization for Temperature-Voltage sweep -->
</SweepParameters>

Note that for such voltage-temperature sweep, <Maximum_Number_of_Threads> in <Simulation_Parameter> should be set to 1. (A combined parallelization will result in lower performances.)

<Simulation_Parameter>
  ...
  <Maximum_Number_of_Threads>1</Maximum_Number_of_Threads>
</Simulation_Parameter>

At the end of the simulation, current and gain maps can be displayed. Gain_map.fld gives the maximum gain at each (voltage,temperature) point. Max_Gain_frequency.fld gives the map of the corresponding photon energy for which the gain is maximum.

Folder view:

Gain map (V,T):

qcl/simulation_output.txt · Last modified: 2022/09/20 17:10 by thomas.grange