Source code for wulffpack.winterbottom

from typing import Dict
import numpy as np
from ase import Atoms
from .core import BaseParticle
from .core.form import setup_forms
from .core.geometry import (get_symmetries,

[docs] class Winterbottom(BaseParticle): """ A `Winterbottom` object is a Winterbottom construction, i.e., the lowest energy shape adopted by a single crystalline particle in contact with an interface. Parameters ---------- surface_energies 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. interface_direction Miller indices for the interface facet. interface_energy Energy per area for twin boundaries. primtive_structure primitive structure to implicitly define the point group as well as the atomic structure used if an atomic structure is requested. By default, an Au FCC structure is used. natoms Together with `primitive_structure`, 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 Numerical tolerance for symmetry analysis, forwarded to spglib. tol Numerical tolerance parameter. Example ------- The following example illustrates some possible uses of a `Winterbottom` object:: >>> from wulffpack import Winterbottom >>> from import bulk >>> from import write >>> surface_energies = {(1, 1, 0): 1.0, (1, 0, 0): 1.08} >>> prim = bulk('Fe', a=4.1, crystalstructure='bcc') >>> particle = Winterbottom(surface_energies=surface_energies, ... interface_direction=(3, 2, 1), ... interface_energy=0.4, ... primitive_structure=prim) >>> particle.view() >>> write('', particle.atoms) # Writes atomic structure to file """ def __init__(self, surface_energies: Dict[tuple, float], interface_direction: tuple, interface_energy: float, primitive_structure: Atoms = None, natoms: int = 1000, symprec: float = 1e-5, tol: float = 1e-5): standardized_structure = get_standardized_structure(primitive_structure, symprec=symprec) full_symmetries = get_symmetries(standardized_structure, symprec=symprec) broken_symmetries = break_symmetry(full_symmetries, [interface_direction]) if interface_energy > min(surface_energies.values()): raise ValueError('The construction expects an interface energy ' 'that is smaller than than the smallest ' 'surface energy.') surface_energies = surface_energies.copy() surface_energies['interface'] = interface_energy forms = setup_forms(surface_energies, standardized_structure.cell.T, broken_symmetries, full_symmetries, interface=interface_direction) super().__init__(forms=forms, standardized_structure=standardized_structure, natoms=natoms, tol=tol) # Rotate particle such that the interface aligns with the plane z=0 target = (0, 0, -1) rotation_axis = np.cross(interface_direction, target) angle = get_angle(interface_direction, target) R = get_rotation_matrix(angle, rotation_axis.astype(float)) self.rotate_particle(R) @property def atoms(self): """ Returns an ASE Atoms object """ return self._get_atoms()