pepper
Synopsis

Calculation of single-crystal and powder cw EPR spectra (solid-state).

pepper(Sys,Exp);
pepper(Sys,Exp,Opt);
spec = pepper(...);
[B,spec] = pepper(...);
[B,spec,trans] = pepper(...);

See also the tutorial on how to use pepper.

Description

pepper calculates cw EPR spectra for powders, frozen solutions and single crystals.

There are up to three possible output arguments

There are three arguments to the function, the last one optional. They are similar to those of the function resfields.

Sys is a spin system structure containing spin Hamiltonian parameters and line broadening parameters

Exp contains experimental parameters such as the microwave frequency, the magnetic field range and temperature. Here is a full list of its fields:

mwFreq Spectrometer frequency in GHz.
CenterSweep 2-element vector [center sweep]
Contains center field and sweep width of the external magnetic field sweep range. Values should be in mT, e.g. Exp.CenterSweep=[310 100].

The magnetic field sweep range can be specified either in CenterSweep or in Range. If both are given, CenterSweep has precedence.

Range 2-element vector [loField hiField]
Contains lower and upper limit of the external magnetic field sweep range. Values should be in mT, e.g. Exp.Range=[260 360].

The magnetic field sweep range can be specified either in CenterSweep or in Range. If both are given, CenterSweep has precedence.

nPoints Number of points on the magnetic field abscissa axis. If not given, the default is 1024.
Temperature scalar (default inf) or vector

This field specifies populations for the states of the spin system, either directly or via a temperature.

Thermal equilibium:
Temperature is the temperature of the spin system in the EPR experiment, in Kelvin. If given, Boltzmann populations are computed and included in the EPR line intensities. E.g., Temperature = 298 corresponds to room temperature. If not given, all states are assumed to be equally populated, corresponding to infinite temperature.

Non-equilibrium populations:
Temperature can also be used to specify non-equilibrium populations. For a spin system with N electron states (e.g. 4 for a biradical), it must be a vector with N elements giving the populations of the zero-field electron states, from lowest to highest in energy.
E.g., if Temperature = [0.85 0.95 1.2] for an S=1 system, the population of the lowest-energy zero-field state is 0.85, and the highest-energy zero-field state has a population of 1.2. The populations of all nuclear sublevels within an electron spin manifold are assumed to be equal.

Harmonic 0, 1 (default) or 2
Harmonic of the detection. 1 and 2 specify the first and the second derivative of the absorption spectrum, respectively. 0 returns the absorption spectrum without differentiation. To explicitly include the effect of field modulation amplitude, use fieldmod.
Detection 'perpendicular' (default) or 'parallel'
Relative orientation of the microwave excitation and detection field B1 with respect to the static magnetic field B0. 'perpendicular' means [eqn]. 'parallel' means that [eqn].
Orientations 3xN array of real
Specifies single-crystal orientations for which the ENDOR spectrum should be computed. Each column of Orientation contains the three Euler rotation angles [phi;theta;chi] of the magnetic field in a molecule fixed frame. If Orientation is empty or not specified, the full powder spectrum is computed.
Exp.Orientations = [0;0;0];              % crystal with z axis aligned with B0
Exp.Orientations = [0;pi/2;0];           % crystal with z axis perpendicular to B0
Exp.Orientations = [0 0 0;0 pi/2 0].';   % two orientations
Exp.Orientations = [];                   % powder
CrystalSymmetry

Specifies the symmetry of the crystal, if single-crystal spectra to be simulated (that is, if Exp.Orientations is specified). The crystal symmetry can be either the number of the space group (between 1 and 230), the symbol of the space group (e.g. 'P21212' or the symbol for the point group (e.g. 'C2h' or '2/m').

Exp.CrystalSymmetry = 'P21/m'; % space group symbol
Exp.CrystalSymmetry = 11;      % space group number (between 1 and 230)
Exp.CrystalSymmetry = 'C2h';   % point group, Schönflies notation
Exp.CrystalSymmetry = '2/m';   % point group, Hermann-Mauguin notation

When CrystalSymmetry is given, pepper automatically computes the spectra of all symmetry-related sites in the crystal. If CrystalSymmetry is not given, pepper assumes space group 1 (P1, point group C1), which has only one site per unit cell.

Ordering scalar (default: zero) or function handle

If a number is given in this field, it specifies the orientational distribution of the paramagnetic molecules in the sample.

If not given or set to zero, the distribution is isotropic, i.e. all orientations occur with the same probability. If it is given, the orientational distribution is non-isotropic and computed according to the formula P(θ) = exp(λ(3 cos2θ - 1)/2), where θ is the angle between the molecular z axis and the static magnetic field, and λ is the number specified in Exp.Ordering.

Typical values for λ are between about -20 and +20. For negative values, the orientational distribution function is maximum at θ = 90°, for positive values at θ = 0° and θ = 180°. The larger the magnitude of λ, the sharper the distributions.

To plot a distribution depending on λ, use

lambda = 5;
theta = linspace(0,pi,1001);
p = exp(lambda*plegendre(2,0,cos(theta)));
plot(theta*180/pi,p);

If Exp.Ordering is a function handle, pepper will use the user-supplied function to obtain the orientational distribution. It calls the function with two vector arguments, phi and theta (in radians). The function must return a vector P containing probabilities for each orientation, that is P(k) is the probability of finding the paramagnetic molecules with orientation specified by phi(k) and theta(k). Here is an example with an anonymous function:

Exp.Ordering = @(phi,theta) gaussian(theta,0,15/180*pi);

Of course, the function can also be written and stored in a separate file, e.g. myori.m. Then use Exp.Ordering = @myori.

When using a custom orientational distribution, make sure that the symmetry used in the simulation corresponds to the symmetry of the distribution. If the distribution is very narrow, increase the number of knots in the options structure.

mwFreq and Range have to be provided by the user, all other fields are optional and have default values.

The structure Opt collects computational parameters. Opt need not be specified, in which case default values for all fields are used. The field names and their possible values are listed below.

Verbosity Determines how much information pepper prints to the screen. If Opt.Verbosity=0, pepper is completely silent. 1 logs relevant information, 2 gives more details.
Output 'summed' (default) or 'separate'
Determines in what form the spectrum is returned. If set to 'separate', pepper returns one spectrum for each transition in a matrix spec. The transition spectra are along the rows. spec(k,:) is the spectrum of transition k. If 'summed' is specified, the total spectrum is returned in spec as a vector.
nKnots [N1] or [N1 N2]
Determines the number of orientations (knots) in a powder simulation for which spectra are calculated.
  • N1 gives the number of orientations between θ=0° and θ=90° for which spectra are explicitely calculated using the physical theory. Common values for N1 are between 10 (10° increments) and 91 (1° increments). The larger the anisotropy of the spectrum and the narrower the linewidth, the higher N1 must be to yield smooth powder spectra.
  • N2 is the refinement factor for the interpolation of the orientational grid. E.g. if N2=4, then between each pair of computed orientations three additional orientations are calculated by spline interpolation. Values higher than 10 are rarely necessary. If N2 is not given, a default value is used.
Opt.nKnots = 91;       % 1° increments, no interpolation
Opt.nKnots = [46 0];   % 2° increments, no interpolation
Opt.nKnots = [31 6];   % 3° increments, 6-fold interpolation (giving 0.5° increments)
Symmetry 'auto' (default), 'Dinfh', 'D2h', 'C2h' or 'Ci'
Determines the symmetry used for the powder simulation. Based on this the set of orientations for which spectra are computed is chosen. 'Dinfh' corresponds to a line from θ=0° to &theta=90° (with φ=0°), 'D2h' to one octant, 'C2h' to two octants, and 'Ci' to one hemisphere (four octants). auto is the default, meaning that pepper determines the correct symmetry automatically from the given spin system. With any other setting, pepper is forced into using the specified symmetry, even if it is incorrect for the spin system. See also symm.
Transitions mx2 vector of integers
Determines manually the level pairs which are used in the spectrum calculation. If given, pepper uses them and skips its automatic transition selection scheme. Level pairs are specified in Transitions(k,:) by the level numbers which start with 1 for the lowest-energy level.
Threshold Specifies the threshold for pepper's automatic transition selection. Any transition with a relative average amplitude less than this number is not included in the calculation. The relative average amplitude of the strongest transition is 1. The default value for this field is 1e-4.
Intensity 'on' (default) or 'off'
With 'on', transition rates, i.e. line intensities, are computed correctly. Allowed transitions will be more intense then quasi-forbidden ones. 'off' simply sets all transition rates of all transitions to 1. Allowed and forbidden transitions will have the same intensity. Be very careful when switching this option to 'off'! The resulting spectra are not correct.
Method 'matrix' (default), 'perturb', 'perturb1', 'perturb2'

Determines how pepper computes the resonance fields.

  • 'matrix' indicates matrix diagonalization. This method is very reliable and accurate and works for spin systems with any number of spins. All interactions, including quadrupole, are included in the computation.
  • 'perturb1' indicates first-order perturbation theory, and 'perturb' or 'perturb2' indicates second-order perturbation theory. These methods ares limited to spin systems with one electron spin 1/2 (and possibly some nuclei). In addition, nuclear Zeeman and nuclear quadrupole terms are neglected, and only allowed transitions are computed. The resulting spectrum is reasonably correct only for small hyperfine couplings (e.g. organic radicals).
'matrix' is the method of choice for systems with only a few nuclei (and any number of electron spins). For spin systems with many nuclei and small hyperfine couplings, simulations using perturbation theory are orders of magnitude faster.

If there are large couplings in the spin system that require matrix diagonalization, but also some nuclei with hyperfine couplings that could be treated perturbationally, use the option Opt.Perturb.

Perturb Activates a mixed algorithm where matrix diagonalization and perturbation theory are combined. It is off (set to 0) by default. When set to 1, nuclei with small hyperfine couplings are treated using first-order perturbation theory. For those nuclei, the quadrupole and the nuclear Zeeman interactions are neglected, only the hyperfine interaction is retained. EasySpin automatically determines which nuclei are amendable to the perturbational treatment.
Opt.Perturb = 0;    % no perturbational treatment (default)
Opt.Perturb = 1;    % perturbational treatment for all nuclei

Using this option, simulations for systems containing many nuclei can be several orders of magnitude faster than without. If all nuclei can be treated perturbationally, though, it is more efficient to use perturbation theory with Opt.Method='perturb2'.

In an extended syntax, Perturb can be used to include and exclude nuclei explicitly from perturbational treatment. This might be necessary, if the quadrupole or nuclear Zeeman terms of a nucleus cannot be excluded, because it affects the spectrum. E.g.

Sys.Nucs = '63Cu,14N,1H,1H';
Opt.Perturb = [0 0 1 1];   % exclude 63Cu and 14N from perturbational treatment
Algorithm

Spectra are calculated over a triangular orientational grid using resfields to obtain the resonance field positions and amplitudes. For each orientation line positions, and possibly widths and intensities, are evaluated.

This gridded data is then interpolated with cubic splines in a combined 1D/2D approach. Resampling of the spline surface gives much quicker many more position/intensity/width data than quantum-mechanical calculation.

Finally, the refined data are projected onto the magnetic field axis using a Delaunay triangulation of the resampled spline surfaces. Linear interpolative projection of these triangles yields an extremely smooth spectrum with very low powder simulation noise. In the case of full anisotropic width treatment, a simple sum-up of Gaussian line shapes is used instead of the projection.

Apart from the main steps above, there is an automatic transition selection, which works along the same line as the overall algorithm, except that its results are only used for determining which level pairs possibly contribute to the spectrum.

For line width calculations, Gaussian distributions are assumed both in the magnetic field and the frequency dimension. The overall line width for a given orientation is

[eqn]

where [eqn] is the residual line width specified in Sys.HStrain, [eqn] is the line width due to correlated g-A strain (Sys.gStrain and Sys.AStrain), and [eqn] the width arising from D-E strain (Sys.DStrain).

Although quite robust and general, pepper still has some limitations.

Examples

As an illustration, we explore the influence of various pepper options on the zeroth-harmonic (DC) spectrum of a simple orthorhombic system. First the spin system, the experiment at X-band and some options are defined. An anisotropic line width is included in the spin system.

Sys = struct('S',1/2,'g',[1.9 2 2.3]);
Exp = struct('CenterSweep',[325 80],'mwFreq',9.5,'Harmonic',0);
Opt = struct('Verbosity',1);

Next we compute spectra for some combinations of broadening parameters.

[x,y1] = pepper(Sys,Exp,Opt);
Sys.lw = 2;
y2 = pepper(Sys,Exp,Opt);
Sys.lw = 0;
Sys.HStrain = [170 40 50];
y3 = pepper(Sys,Exp,Opt);

The final plot reveals the differences between the spectra.

plot(x,y1/sum(y1),x,y2/sum(y2),x,y3/sum(y3));
legend('no broadening','convolution broadening','H strain');
References

References which contain concepts, formulas and algorithms directly used in the function are listed below.

See also

eigfields, esfit, garlic, resfields, salt, sham