Decahedral particle

class wulffpack.Decahedron(surface_energies, twin_energy, primitive_structure=None, natoms=1000, symprec=1e-05, tol=1e-05)[source]

A Decahedron object is a generalized Wulff construction of a decahedral particle.

  • surface_energies (Dict[tuple, float]) – A dictionary with surface energies, where keys are Miller indices and values surface energies (per area) in a unit of choice, such as J/m^2.

  • twin_energy (float) – Energy per area for twin boundaries

  • primitive_structure (Optional[Atoms]) – Primitive cell to define the atomic structure used if an atomic structure is requested. By default, an Au FCC structure is used. The crystal has to have cubic symmetry.

  • natoms (int) – Together with lattice_parameter, this parameter defines the volume of the particle. If an atomic structure is requested, the number of atoms will as closely as possible match this value.

  • symprec (float) – Numerical tolerance for symmetry analysis, forwarded to spglib.

  • tol (float) – Numerical tolerance parameter.


The following example illustrates some possible uses of a Decahedron object:

>>> from wulffpack import Decahedron
>>> from import bulk
>>> from import write
>>> surface_energies = {(1, 1, 1): 1.0, (1, 0, 0): 1.14}
>>> prim = bulk('Au')
>>> particle = Decahedron(surface_energies,
...                       twin_energy=0.03,
...                       primitive_structure=bulk('Au'))
>>> particle.view()
>>> write('', particle.atoms) # Writes atomic structure
property area: float

Returns total area of the surface of the particle (not including twin boundaries).

property aspect_ratio: float

Returns the aspect ratio of the decahedron, here defined as the ratio between the longest distance between two vertices projected on the fivefold axis versus the longest distance between two vertices projected on the plane perpendicular to the fivefold axis.

property atoms: Atoms

Returns an ASE Atoms object

property average_surface_energy: float

Average surface energy for the Wulff construction, i.e., a weighted average over all the facets, where the weights are the area fraction of each facet.

property edge_length: float

Returns total edge length of the particle.

property facet_fractions: Dict[tuple, float]

Returns a dict specifying fraction of each form (not including twin boundaries).

property fivefold_axis_vector: ndarray

Returns a vector pointing in the direction of the five-fold axis.

property forms: List[Form]

List of inequivalent forms for the particle

get_continuous_color_scheme(base_colors=None, normalize=False)

Returns a dictionary with RGB colors for each form. The colors smoothly interpolate between three base colors, corresponding to (1, 1, 1), (1, 1, 0) and (1, 0, 0). Note that this is sensible primarily for cubic systems.

  • base_colors (Optional[dict]) – User chosen colors for one or several of (1, 1, 1), (1, 1, 0) and (1, 0, 0). To enforce, say, green (1, 1, 1), use base_colors={(1, 1, 1): 'g'}

  • normalize (bool) – If True, the norm of the RGB vectors will be 1. Note that this may affect the base_colors too.

Return type:


get_strain_energy(shear_modulus, poissons_ratio)[source]

Return strain energy as estimated with the formula provided in A. Howie and L. D. Marks in Phil. Mag. A 49, 95 (1984) [HowMar84] (Eq. 10), which assumes an inhomogeneous strain in the particle.


This value is only approximate. If the decahedron is heavily truncated, the returned strain energy may be highly inaccurate.

  • shear_modulus (float) – Shear modulus of the material

  • poissons_ratio (float) – Poisson’s ratio of the material

Return type:


make_plot(ax, alpha=0.85, linewidth=0.3, colors=None)

Plot a particle in an axis object. This function can be used to make customized plots of particles.

  • ax (matplotlib Axes3DSubplot) – An axis object with 3d projection

  • alpha (float) – Opacity of the faces

  • linewidth (float) – Thickness of lines between faces

  • colors (Optional[dict]) – Allows custom colors for facets of all or a subset of forms, example {(1, 1, 1): '#FF0000'}


In the following example, three different particles are plotted in the same figure:

>>> from wulffpack import SingleCrystal, Decahedron, Icosahedron
>>> import matplotlib.pyplot as plt
>>> from mpl_toolkits.mplot3d import Axes3D
>>> surface_energies = {(1, 1, 1): 1.0,
...                     (1, 0, 0): 1.1,
...                     (1, 1, 0): 1.15,
...                     (3, 2, 1): 1.15}
>>> twin_energy = 0.05
>>> fig = plt.figure(figsize=(3*4.0, 4.0))
>>> ax = fig.add_subplot(131, projection='3d')
>>> particle = SingleCrystal(surface_energies)
>>> particle.make_plot(ax)
>>> ax = fig.add_subplot(132, projection='3d')
>>> particle = Decahedron(surface_energies,
...                       twin_energy=0.05)
>>> particle.make_plot(ax)
>>> ax = fig.add_subplot(133, projection='3d')
>>> particle = Icosahedron(surface_energies,
...                        twin_energy=0.05)
>>> particle.make_plot(ax)
>>> plt.subplots_adjust(top=1, bottom=0, left=0,
...                     right=1, wspace=0, hspace=0)
>>> plt.savefig('particles.png')
property natoms: List[int]

The approximate number of atoms in the particle (implicitly defining the volume).

property number_of_corners: float

Returns the number of corners (vertices) on the particle.


Rotate the particle.


rotation (ndarray) – Rotation matrix

property standardized_structure: Atoms

The standardized atomic structure that defines the geometry and thus the meaning of the Miller indices. Also forms the building blocks when particle.atoms is called.

property surface_energy: float

The total surface energy of the particle (including twin boundaries).


Translate the particle.


translation (list of 3 floats) – Translation vector

view(alpha=0.85, linewidth=0.3, colors=None, legend=True, save_as=None)

Use matplotlib to view a rendition of the particle.

  • alpha (float) – Opacity of the faces

  • linewidth (float) – Thickness of lines between faces

  • colors (Optional[dict]) – Allows custom colors for facets of all or a subset of forms, example {(1, 1, 1): '#FF0000'}

  • legend (bool) – Whether or not to show a legend with facet-color definitions

  • save_as (Optional[str]) – Filename to save figure as. If None, show the particle with the GUI instead.

property volume: float

Returns the volume of the particle


Write particle to file. The file format is derived from the filename. Currently supported fileformats are:

  • Wavefront .obj


filename (str) – Filename of file to write to