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Project description
pySpinW is a tool for calculating magnon energies and simulating scattering experiments
Details of its use can be found at www.spinw.org/pyspinw
Example
Here is an example of calculating dispersion curves for simple ferromagnetic chain in python:
from pyspinw import *
# Define the unit cell
unit_cell = UnitCell(1,1,1)
# Specify a magetic atom at (0,0,0), with moment (0,0,1)
x = LatticeSite(0, 0, 0, 0, 0, 1, name="X")
# Create a magnetic structure (this could include a spacegroup, or
# supercell structure, but we don't do so here)
structure = Structure([x], unit_cell=unit_cell)
# A single exchange between atoms in neighbouring unit cells (in the x direction)
exchanges = [HeisenbergExchange(x, x, cell_offset=(1,0,0), j=-1)]
# Create a Hamiltonian object that holds things together
hamiltonian = Hamiltonian(structure, exchanges)
# Define a path through q-space for out dispersion curve
path = Path([[0,0,0], [1,0,0]])
# Show the spaghetti plot, with constant energy smearing of 0.4
hamiltonian.spaghetti_plot(path, dE=0.4)
This should produce a plot like this:
New features in the python version
There are a number of features in pySpinW that did not exist in the MATLAB version.
- A viewer that lets you see magnetic structures and their data simultaneously
- Parameterisation of hamiltonians
- Saving of objects (note: we are still in alpha, so expect there to be changes in file format in the near future)
- Approximation of incommensurate structures
- Tools for working with spacegroups
Functional parity with SpinW
pySpinW is still in alpha, this means that a small number of features of SpinW are not present or complete in pySpinW and that some features are not considered stable.
Not fully ported:
- Fitting of incommensurate k-vectors (work in progress)
- Powder fitting tools (basic powder fitting available, but not all tools are ported yet)
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