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Added code to compute length scales based on Wigner-Seitz radius (#87)
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* Added code to compute length scales based on Wigner-Seitz radius

* Added test and docs for exception that is raised for invalid dimensions
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babbush committed Jul 5, 2017
1 parent 57a6c35 commit af7fdbf
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30 changes: 30 additions & 0 deletions src/fermilib/utils/_plane_wave_hamiltonian.py
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from projectq.ops import QubitOperator


def wigner_seitz_length_scale(wigner_seitz_radius, n_particles, dimension):
"""Function to give length_scale associated with Wigner-Seitz radius.
Args:
wigner_seitz_radius (float): The radius per particle in atomic units.
n_particles (int): The number of particles in the simulation cell.
dimension (int): The dimension of the system.
Returns:
length_scale (float): The length scale for the simulation.
Raises:
ValueError: System dimension must be 1, 2 or 3.
"""
if dimension == 1:
volume_per_particle = 2. * numpy.pi * wigner_seitz_radius
length_scale = volume_per_particle * float(n_particles)
elif dimension == 2:
volume_per_particle = numpy.pi * wigner_seitz_radius ** 2.
volume = volume_per_particle * float(n_particles)
length_scale = volume ** (1. / 2.)
elif dimension == 3:
volume_per_particle = (4. * numpy.pi / 3.) * wigner_seitz_radius ** 3.
volume = volume_per_particle * float(n_particles)
length_scale = volume ** (1. / 3.)
else:
raise ValueError('System dimension must be 1, 2 or 3.')
return length_scale


def dual_basis_u_operator(grid, geometry, spinless):
"""Return the external potential operator in plane wave dual basis.
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21 changes: 21 additions & 0 deletions src/fermilib/utils/_plane_wave_hamiltonian_test.py
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Expand Up @@ -27,11 +27,32 @@
plane_wave_u_operator,
dual_basis_u_operator,
jordan_wigner_dual_basis_hamiltonian,
wigner_seitz_length_scale,
)


class PlaneWaveHamiltonianTest(unittest.TestCase):

def test_wigner_seitz_radius(self):
wigner_seitz_radius = 3.17
n_particles = 20
one_d_test = wigner_seitz_length_scale(
wigner_seitz_radius, n_particles, 1)
self.assertAlmostEqual(
one_d_test, n_particles * 2. * numpy.pi * wigner_seitz_radius)
two_d_test = wigner_seitz_length_scale(
wigner_seitz_radius, n_particles, 2) ** 2.
self.assertAlmostEqual(
two_d_test, n_particles * numpy.pi * wigner_seitz_radius ** 2.)
three_d_test = wigner_seitz_length_scale(
wigner_seitz_radius, n_particles, 3) ** 3.
self.assertAlmostEqual(
three_d_test, n_particles * (4. * numpy.pi / 3. *
wigner_seitz_radius ** 3.))
with self.assertRaises(ValueError):
wigner_seitz_length_scale(
wigner_seitz_radius, n_particles, 4)

def test_fourier_transform(self):
grid = Grid(dimensions=1, scale=1.5, length=3)
spinless_set = [True, False]
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