def test_gamma1(self):
"""
PIQS: Test the calculation of gamma1.
"""
true_gamma_1 = -2
true_gamma_2 = -3
true_gamma_3 = -7
true_gamma_4 = -1
true_gamma_5 = 0
true_gamma_6 = 0
N = 4
test_dicke = _Dicke(N=N, collective_emission=1)
test_gamma_1 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1)
test_gamma_2 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_3 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, dephasing=4)
test_gamma_4 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, collective_pumping=2)
test_gamma_5 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, collective_dephasing=2)
test_gamma_6 = test_dicke.gamma1((1, 1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
assert_almost_equal(true_gamma_5, test_gamma_5)
assert_almost_equal(true_gamma_6, test_gamma_6)
def test_gamma3(self):
"""
PIQS: Test the calculation of gamma3. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0
true_gamma_2 = 1.3333333730697632
true_gamma_3 = 1.3333333730697632
true_gamma_4 = 0
true_gamma_5 = 0
true_gamma_6 = 0
N = 4
test_dicke = _Dicke(N=N, collective_emission=1)
test_gamma_1 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1)
test_gamma_2 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_3 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, dephasing=4)
test_gamma_4 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, collective_pumping=2)
test_gamma_5 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, collective_dephasing=2)
test_gamma_6 = test_dicke.gamma3((1, 1, 1))
#
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
assert_almost_equal(true_gamma_5, test_gamma_5)
assert_almost_equal(true_gamma_6, test_gamma_6)
def test_gamma1(self):
"""
PIQS: Test the calculation of gamma1.
"""
true_gamma_1 = -2
true_gamma_2 = -3
true_gamma_3 = -7
true_gamma_4 = -1
true_gamma_5 = 0
true_gamma_6 = 0
N = 4
test_dicke = _Dicke(N=N, collective_emission=1)
test_gamma_1 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1)
test_gamma_2 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_3 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, dephasing=4)
test_gamma_4 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, collective_pumping=2)
test_gamma_5 = test_dicke.gamma1((1, 1, 1))
test_dicke = _Dicke(N=N, collective_dephasing=2)
test_gamma_6 = test_dicke.gamma1((1, 1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
assert_almost_equal(true_gamma_5, test_gamma_5)
assert_almost_equal(true_gamma_6, test_gamma_6)
def test_gamma3(self):
"""
PIQS: Test the calculation of gamma3. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0
true_gamma_2 = 1.3333333730697632
true_gamma_3 = 1.3333333730697632
true_gamma_4 = 0
true_gamma_5 = 0
true_gamma_6 = 0
N = 4
test_dicke = _Dicke(N=N, collective_emission=1)
test_gamma_1 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1)
test_gamma_2 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_3 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, dephasing=4)
test_gamma_4 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, collective_pumping=2)
test_gamma_5 = test_dicke.gamma3((1, 1, 1))
test_dicke = _Dicke(N=N, collective_dephasing=2)
test_gamma_6 = test_dicke.gamma3((1, 1, 1))
#
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
assert_almost_equal(true_gamma_5, test_gamma_5)
assert_almost_equal(true_gamma_6, test_gamma_6)
def lindbladian(self):
"""Build the Lindbladian superoperator of the dissipative dynamics.
Returns
-------
lindbladian: :class: qutip.Qobj
The Lindbladian matrix as a `qutip.Qobj`.
"""
cythonized_dicke = _Dicke(int(self.N), float(self.emission),
float(self.dephasing), float(self.pumping),
float(self.collective_emission),
float(self.collective_dephasing),
float(self.collective_pumping))
return cythonized_dicke.lindbladian()
def test_lindbladian_dims(self):
"""
PIQS: Test the calculation of the lindbladian matrix.
"""
true_L = [[-4, 0, 0, 3], [0, -3.54999995, 0, 0],
[0, 0, -3.54999995, 0], [4, 0, 0, -3]]
true_L = Qobj(true_L)
true_L.dims = [[[2], [2]], [[2], [2]]]
N = 1
test_dicke = _Dicke(N=N, pumping=1, collective_pumping=2,
emission=1, collective_emission=3,
dephasing=0.1)
test_L = test_dicke.lindbladian()
assert_array_almost_equal(test_L.full(), true_L.full())
assert_array_equal(test_L.dims, true_L.dims)
def test_lindbladian_dims(self):
"""
PIQS: Test the calculation of the lindbladian matrix.
"""
true_L = [[-4, 0, 0, 3], [0, -3.54999995, 0, 0],
[0, 0, -3.54999995, 0], [4, 0, 0, -3]]
true_L = Qobj(true_L)
true_L.dims = [[[2], [2]], [[2], [2]]]
N = 1
test_dicke = _Dicke(N=N, pumping=1, collective_pumping=2,
emission=1, collective_emission=3,
dephasing=0.1)
test_L = test_dicke.lindbladian()
assert_array_almost_equal(test_L.full(), true_L.full())
assert_array_equal(test_L.dims, true_L.dims)
def lindbladian(self):
"""Build the Lindbladian superoperator of the dissipative dynamics.
Returns
-------
lindbladian: :class: qutip.Qobj
The Lindbladian matrix as a `qutip.Qobj`.
"""
cythonized_dicke = _Dicke(int(self.N),
float(self.emission),
float(self.dephasing),
float(self.pumping),
float(self.collective_emission),
float(self.collective_dephasing),
float(self.collective_pumping))
return cythonized_dicke.lindbladian()
def test_gamma9(self):
"""
PIQS: Test the calculation of gamma9. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 1
true_gamma_2 = 0
true_gamma_3 = 0.5
true_gamma_4 = 0
N = 4
test_dicke = _Dicke(N=N, pumping=1, collective_pumping=2)
test_gamma_1 = test_dicke.gamma9((1, 1, 1))
test_gamma_2 = test_dicke.gamma9((2, 0, 0))
test_gamma_3 = test_dicke.gamma9((1, 0, 0))
test_gamma_4 = test_dicke.gamma9((2, -1, -1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma9(self):
"""
PIQS: Test the calculation of gamma9. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 1
true_gamma_2 = 0
true_gamma_3 = 0.5
true_gamma_4 = 0
N = 4
test_dicke = _Dicke(N=N, pumping=1, collective_pumping=2)
test_gamma_1 = test_dicke.gamma9((1, 1, 1))
test_gamma_2 = test_dicke.gamma9((2, 0, 0))
test_gamma_3 = test_dicke.gamma9((1, 0, 0))
test_gamma_4 = test_dicke.gamma9((2, -1, -1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma5(self):
"""
PIQS: Test the calculation of gamma5. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0
true_gamma_2 = 0
true_gamma_3 = 0.75
true_gamma_4 = 0
N = 4
test_dicke = _Dicke(N=N, dephasing=1)
test_gamma_1 = test_dicke.gamma5((1, 1, 1))
test_gamma_2 = test_dicke.gamma5((0, 0, 0))
test_gamma_3 = test_dicke.gamma5((2, 1, 1))
test_gamma_4 = test_dicke.gamma5((1, -1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma4(self):
"""
PIQS: Test the calculation of gamma4. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0.1666666716337204
true_gamma_2 = 2
true_gamma_3 = 0
true_gamma_4 = 0.40824830532073975
N = 4
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_1 = test_dicke.gamma4((1, 1, 1))
test_gamma_2 = test_dicke.gamma4((0, 0, 0))
test_gamma_3 = test_dicke.gamma4((2, 1, 1))
test_gamma_4 = test_dicke.gamma4((1, -1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma5(self):
"""
PIQS: Test the calculation of gamma5. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0
true_gamma_2 = 0
true_gamma_3 = 0.75
true_gamma_4 = 0
N = 4
test_dicke = _Dicke(N=N, dephasing=1)
test_gamma_1 = test_dicke.gamma5((1, 1, 1))
test_gamma_2 = test_dicke.gamma5((0, 0, 0))
test_gamma_3 = test_dicke.gamma5((2, 1, 1))
test_gamma_4 = test_dicke.gamma5((1, -1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma4(self):
"""
PIQS: Test the calculation of gamma4. PIQS: Test performed for N = 4.
"""
true_gamma_1 = 0.1666666716337204
true_gamma_2 = 2
true_gamma_3 = 0
true_gamma_4 = 0.40824830532073975
N = 4
test_dicke = _Dicke(N=N, emission=1, collective_emission=2)
test_gamma_1 = test_dicke.gamma4((1, 1, 1))
test_gamma_2 = test_dicke.gamma4((0, 0, 0))
test_gamma_3 = test_dicke.gamma4((2, 1, 1))
test_gamma_4 = test_dicke.gamma4((1, -1, 1))
assert_almost_equal(true_gamma_1, test_gamma_1)
assert_almost_equal(true_gamma_2, test_gamma_2)
assert_almost_equal(true_gamma_3, test_gamma_3)
assert_almost_equal(true_gamma_4, test_gamma_4)
def test_gamma(self):
"""
PIQS: Test the calculation of various gamma values for diagonal system.
For N = 6 |j, m> would be :
| 3, 3>
| 3, 2> | 2, 2>
| 3, 1> | 2, 1> | 1, 1>
| 3, 0> | 2, 0> | 1, 0> |0, 0>
| 3,-1> | 2,-1> | 1,-1>
| 3,-2> | 2,-2>
| 3,-3>
"""
N = 6
collective_emission = 1.
emission = 1.
dephasing = 1.
pumping = 1.
collective_pumping = 1.
model = _Dicke(N,
collective_emission=collective_emission,
emission=emission,
dephasing=dephasing,
pumping=pumping,
collective_pumping=collective_pumping)
tau_calculated = [
model.gamma3((3, 1, 1)),
model.gamma2((2, 1, 1)),
model.gamma4((1, 1, 1)),
model.gamma5((3, 0, 0)),
model.gamma1((2, 0, 0)),
model.gamma6((1, 0, 0)),
model.gamma7((3, -1, -1)),
model.gamma8((2, -1, -1)),
model.gamma9((1, -1, -1))
]
tau_real = [2., 8., 0.333333, 1.5, -19.5, 0.666667, 2., 8., 0.333333]
assert_array_almost_equal(tau_calculated, tau_real)
def test_gamma(self):
"""
PIQS: Test the calculation of various gamma values for diagonal system.
For N = 6 |j, m> would be :
| 3, 3>
| 3, 2> | 2, 2>
| 3, 1> | 2, 1> | 1, 1>
| 3, 0> | 2, 0> | 1, 0> |0, 0>
| 3,-1> | 2,-1> | 1,-1>
| 3,-2> | 2,-2>
| 3,-3>
"""
N = 6
collective_emission = 1.
emission = 1.
dephasing = 1.
pumping = 1.
collective_pumping = 1.
model = _Dicke(N, collective_emission=collective_emission,
emission=emission, dephasing=dephasing,
pumping=pumping, collective_pumping=collective_pumping)
tau_calculated = [model.gamma3((3, 1, 1)),
model.gamma2((2, 1, 1)),
model.gamma4((1, 1, 1)),
model.gamma5((3, 0, 0)),
model.gamma1((2, 0, 0)),
model.gamma6((1, 0, 0)),
model.gamma7((3, -1, -1)),
model.gamma8((2, -1, -1)),
model.gamma9((1, -1, -1))]
tau_real = [2., 8., 0.333333,
1.5, -19.5, 0.666667,
2., 8., 0.333333]
assert_array_almost_equal(tau_calculated, tau_real)
