test_sho1d.py 6.7 KB

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  1. """Tests for sho1d.py"""
  2. from sympy.concrete import Sum
  3. from sympy.core import oo
  4. from sympy.core.numbers import (I, Integer)
  5. from sympy.core.singleton import S
  6. from sympy.core.symbol import Symbol, symbols
  7. from sympy.functions.combinatorial.factorials import factorial
  8. from sympy.functions.elementary.exponential import exp
  9. from sympy.functions.elementary.miscellaneous import sqrt
  10. from sympy.functions.elementary.complexes import Abs
  11. from sympy.functions.special.tensor_functions import KroneckerDelta
  12. from sympy.physics.quantum import Dagger
  13. from sympy.physics.quantum.constants import hbar
  14. from sympy.physics.quantum import Commutator
  15. from sympy.physics.quantum.qapply import qapply
  16. from sympy.physics.quantum.innerproduct import InnerProduct
  17. from sympy.physics.quantum.cartesian import X, Px
  18. from sympy.physics.quantum.hilbert import ComplexSpace
  19. from sympy.physics.quantum.represent import represent
  20. from sympy.simplify import simplify
  21. from sympy.external import import_module
  22. from sympy.tensor import IndexedBase, Idx
  23. from sympy.testing.pytest import skip, raises
  24. from sympy.physics.quantum.sho1d import (RaisingOp, LoweringOp,
  25. SHOKet, SHOBra,
  26. Hamiltonian, NumberOp)
  27. ad = RaisingOp('a')
  28. a = LoweringOp('a')
  29. k = SHOKet('k')
  30. kz = SHOKet(0)
  31. kf = SHOKet(1)
  32. k3 = SHOKet(3)
  33. b = SHOBra('b')
  34. b3 = SHOBra(3)
  35. H = Hamiltonian('H')
  36. N = NumberOp('N')
  37. omega = Symbol('omega')
  38. m = Symbol('m')
  39. ndim = Integer(4)
  40. p = Symbol('p', integer=True)
  41. q = Symbol('q', nonnegative=True, integer=True)
  42. np = import_module('numpy')
  43. scipy = import_module('scipy', import_kwargs={'fromlist': ['sparse']})
  44. ad_rep_sympy = represent(ad, basis=N, ndim=4, format='sympy')
  45. a_rep = represent(a, basis=N, ndim=4, format='sympy')
  46. N_rep = represent(N, basis=N, ndim=4, format='sympy')
  47. H_rep = represent(H, basis=N, ndim=4, format='sympy')
  48. k3_rep = represent(k3, basis=N, ndim=4, format='sympy')
  49. b3_rep = represent(b3, basis=N, ndim=4, format='sympy')
  50. def test_RaisingOp():
  51. assert Dagger(ad) == a
  52. assert Commutator(ad, a).doit() == Integer(-1)
  53. assert Commutator(ad, N).doit() == Integer(-1)*ad
  54. assert qapply(ad*k) == (sqrt(k.n + 1)*SHOKet(k.n + 1)).expand()
  55. assert qapply(ad*kz) == (sqrt(kz.n + 1)*SHOKet(kz.n + 1)).expand()
  56. assert qapply(ad*kf) == (sqrt(kf.n + 1)*SHOKet(kf.n + 1)).expand()
  57. assert ad.rewrite('xp').doit() == \
  58. (Integer(1)/sqrt(Integer(2)*hbar*m*omega))*(Integer(-1)*I*Px + m*omega*X)
  59. assert ad.hilbert_space == ComplexSpace(S.Infinity)
  60. for i in range(ndim - 1):
  61. assert ad_rep_sympy[i + 1,i] == sqrt(i + 1)
  62. if not np:
  63. skip("numpy not installed.")
  64. ad_rep_numpy = represent(ad, basis=N, ndim=4, format='numpy')
  65. for i in range(ndim - 1):
  66. assert ad_rep_numpy[i + 1,i] == float(sqrt(i + 1))
  67. if not np:
  68. skip("numpy not installed.")
  69. if not scipy:
  70. skip("scipy not installed.")
  71. ad_rep_scipy = represent(ad, basis=N, ndim=4, format='scipy.sparse', spmatrix='lil')
  72. for i in range(ndim - 1):
  73. assert ad_rep_scipy[i + 1,i] == float(sqrt(i + 1))
  74. assert ad_rep_numpy.dtype == 'float64'
  75. assert ad_rep_scipy.dtype == 'float64'
  76. def test_LoweringOp():
  77. assert Dagger(a) == ad
  78. assert Commutator(a, ad).doit() == Integer(1)
  79. assert Commutator(a, N).doit() == a
  80. assert qapply(a*k) == (sqrt(k.n)*SHOKet(k.n-Integer(1))).expand()
  81. assert qapply(a*kz) == Integer(0)
  82. assert qapply(a*kf) == (sqrt(kf.n)*SHOKet(kf.n-Integer(1))).expand()
  83. assert a.rewrite('xp').doit() == \
  84. (Integer(1)/sqrt(Integer(2)*hbar*m*omega))*(I*Px + m*omega*X)
  85. for i in range(ndim - 1):
  86. assert a_rep[i,i + 1] == sqrt(i + 1)
  87. def test_NumberOp():
  88. assert Commutator(N, ad).doit() == ad
  89. assert Commutator(N, a).doit() == Integer(-1)*a
  90. assert Commutator(N, H).doit() == Integer(0)
  91. assert qapply(N*k) == (k.n*k).expand()
  92. assert N.rewrite('a').doit() == ad*a
  93. assert N.rewrite('xp').doit() == (Integer(1)/(Integer(2)*m*hbar*omega))*(
  94. Px**2 + (m*omega*X)**2) - Integer(1)/Integer(2)
  95. assert N.rewrite('H').doit() == H/(hbar*omega) - Integer(1)/Integer(2)
  96. for i in range(ndim):
  97. assert N_rep[i,i] == i
  98. assert N_rep == ad_rep_sympy*a_rep
  99. def test_Hamiltonian():
  100. assert Commutator(H, N).doit() == Integer(0)
  101. assert qapply(H*k) == ((hbar*omega*(k.n + Integer(1)/Integer(2)))*k).expand()
  102. assert H.rewrite('a').doit() == hbar*omega*(ad*a + Integer(1)/Integer(2))
  103. assert H.rewrite('xp').doit() == \
  104. (Integer(1)/(Integer(2)*m))*(Px**2 + (m*omega*X)**2)
  105. assert H.rewrite('N').doit() == hbar*omega*(N + Integer(1)/Integer(2))
  106. for i in range(ndim):
  107. assert H_rep[i,i] == hbar*omega*(i + Integer(1)/Integer(2))
  108. def test_SHOKet():
  109. assert SHOKet('k').dual_class() == SHOBra
  110. assert SHOBra('b').dual_class() == SHOKet
  111. assert InnerProduct(b,k).doit() == KroneckerDelta(k.n, b.n)
  112. assert k.hilbert_space == ComplexSpace(S.Infinity)
  113. assert k3_rep[k3.n, 0] == Integer(1)
  114. assert b3_rep[0, b3.n] == Integer(1)
  115. def test_sho_sums():
  116. e1 = Sum(SHOKet(p)*SHOBra(p), (p, 0, 1))
  117. assert e1.doit() == SHOKet(0)*SHOBra(0) + SHOKet(1)*SHOBra(1)
  118. # Test qapply with Sum on the left
  119. assert qapply(
  120. Sum(SHOKet(p)*SHOBra(p), (p, 0, oo))*SHOKet(q),
  121. sum_doit=True
  122. ) == SHOKet(q)
  123. # Test qapply with Sum on the right
  124. a = IndexedBase('a')
  125. n = symbols('n', cls=Idx)
  126. result = qapply(SHOBra(q)*Sum(a[n]*SHOKet(n), (n,0,oo)), sum_doit=True)
  127. assert result == a[q]
  128. # Test qapply with a product of Sums
  129. result = qapply(
  130. SHOBra(q)*Sum(SHOKet(p)*SHOBra(p), (p, 0, oo))*Sum(a[n]*SHOKet(n), (n,0,oo)),
  131. sum_doit=True
  132. )
  133. assert result == a[q]
  134. with raises(ValueError):
  135. result = qapply(
  136. SHOBra(q)*Sum(SHOKet(p)*SHOBra(p), (p, 0, oo))*Sum(a[p]*SHOKet(p), (p,0,oo)),
  137. sum_doit=True
  138. )
  139. def test_sho_coherant_state():
  140. alpha = Symbol('alpha', is_complex=True)
  141. cstate = exp(-Abs(alpha)**2/S(2))*Sum(((alpha**p)/sqrt(factorial(p)))*SHOKet(p), (p,0,oo))
  142. # Projection onto the number eigenstate
  143. assert qapply(SHOBra(q)*cstate, sum_doit=True) == exp(-Abs(alpha)**2/S(2))*alpha**q/sqrt(factorial(q))
  144. # Ensure that the coherent state is an eigenstate of annihilation operator
  145. assert simplify(qapply(SHOBra(q)*a*cstate, sum_doit=True)) == simplify(qapply(SHOBra(q)*alpha*cstate, sum_doit=True))
  146. def test_issue_26495():
  147. nbar = Symbol('nbar', real=True, nonnegative=True)
  148. n = Symbol('n', integer=True)
  149. i = Symbol('i', integer=True, nonnegative=True)
  150. j = Symbol('j', integer=True, nonnegative=True)
  151. rho = Sum((nbar/(1+nbar))**n*SHOKet(n)*SHOBra(n), (n,0,oo))
  152. result = qapply(SHOBra(i)*rho*SHOKet(j), sum_doit=True)
  153. assert simplify(result) == (nbar/(nbar+1))**i*KroneckerDelta(i,j)