root / ase / transport / stm_test.py @ 1
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1 | 1 | tkerber | import numpy as np |
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2 | 1 | tkerber | import pylab |
3 | 1 | tkerber | import ase.transport.stm as stm |
4 | 1 | tkerber | |
5 | 1 | tkerber | |
6 | 1 | tkerber | # Parameters for a simple model.
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7 | 1 | tkerber | #
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8 | 1 | tkerber | #
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9 | 1 | tkerber | # * eps_a
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10 | 1 | tkerber | # v_ts / \ v_a2
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11 | 1 | tkerber | # ... * * * * * * * * * ...
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12 | 1 | tkerber | # \/ \/
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13 | 1 | tkerber | # t1 t2
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14 | 1 | tkerber | #
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15 | 1 | tkerber | # Tip Surface
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16 | 1 | tkerber | # ----------------| |-----------------------
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17 | 1 | tkerber | t1 = -1.0
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18 | 1 | tkerber | t2 = -2.0
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19 | 1 | tkerber | eps_a = 0.4
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20 | 1 | tkerber | |
21 | 1 | tkerber | v_ts = 0.05
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22 | 1 | tkerber | v_a2 = 1.0
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23 | 1 | tkerber | |
24 | 1 | tkerber | #Tip
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25 | 1 | tkerber | h1 = np.zeros([2, 2]) |
26 | 1 | tkerber | h1[0, 1] = t1 |
27 | 1 | tkerber | h1[1, 0] = t1 |
28 | 1 | tkerber | s1 = np.identity(2)
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29 | 1 | tkerber | |
30 | 1 | tkerber | h10 = np.zeros([2,2]) |
31 | 1 | tkerber | h10[0, 1] = t1 |
32 | 1 | tkerber | h10[1, 0] = t1 |
33 | 1 | tkerber | s10 = np.identity(2)
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34 | 1 | tkerber | |
35 | 1 | tkerber | |
36 | 1 | tkerber | #Surface with "molecule" a.
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37 | 1 | tkerber | h2 = np.zeros([2,2]) |
38 | 1 | tkerber | h2[0, 1] = v_a2 |
39 | 1 | tkerber | h2[1, 0] = v_a2 |
40 | 1 | tkerber | h1[0, 0] = eps_a |
41 | 1 | tkerber | s2 = np.identity(2)
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42 | 1 | tkerber | |
43 | 1 | tkerber | h20 = np.zeros([2,2]) |
44 | 1 | tkerber | h20[0, 1] = t2 |
45 | 1 | tkerber | h20[1, 0] = t2 |
46 | 1 | tkerber | s20 = np.identity(2)
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47 | 1 | tkerber | |
48 | 1 | tkerber | |
49 | 1 | tkerber | #Tip Surface coupling
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50 | 1 | tkerber | V_ts = np.zeros([2,2]) |
51 | 1 | tkerber | V_ts[1, 0] = v_ts |
52 | 1 | tkerber | |
53 | 1 | tkerber | eta1 = 0.0001
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54 | 1 | tkerber | eta2 = 0.0001
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55 | 1 | tkerber | |
56 | 1 | tkerber | stm = reload(stm)
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57 | 1 | tkerber | stm_calc = stm.STM(h1, s1, h2, s2, h10, s10, h20, s20, eta1, eta2) |
58 | 1 | tkerber | energies = np.arange(-3.0, 3.0, 0.01) |
59 | 1 | tkerber | stm_calc.initialize(energies) |
60 | 1 | tkerber | |
61 | 1 | tkerber | |
62 | 1 | tkerber | T_stm = stm_calc.get_transmission(V_ts) |
63 | 1 | tkerber | |
64 | 1 | tkerber | |
65 | 1 | tkerber | #Perform the full calculation and compare
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66 | 1 | tkerber | from ase.transport.calculators import TransportCalculator as TC |
67 | 1 | tkerber | |
68 | 1 | tkerber | h = np.zeros([4,4]) |
69 | 1 | tkerber | h[:2, :2] = h1 |
70 | 1 | tkerber | h[-2:, -2:] = h2 |
71 | 1 | tkerber | h[:2, -2:] = V_ts |
72 | 1 | tkerber | h[-2:, :2] = V_ts.T |
73 | 1 | tkerber | |
74 | 1 | tkerber | |
75 | 1 | tkerber | tc = TC(energies=energies, |
76 | 1 | tkerber | h=h, |
77 | 1 | tkerber | h1=h10, |
78 | 1 | tkerber | h2=h20, |
79 | 1 | tkerber | eta=eta1, eta1=eta1, eta2=eta2) |
80 | 1 | tkerber | |
81 | 1 | tkerber | T_full = tc.get_transmission() |
82 | 1 | tkerber | |
83 | 1 | tkerber | pylab.plot(stm_calc.energies, T_stm, 'b')
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84 | 1 | tkerber | pylab.plot(tc.energies, T_full, 'r--')
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85 | 1 | tkerber | pylab.show() |
86 | 1 | tkerber | |
87 | 1 | tkerber | |
88 | 1 | tkerber | #bias stuff
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89 | 1 | tkerber | biass = np.arange(-2.0, 2.0, 0.2) |
90 | 1 | tkerber | Is = [stm_calc.get_current(bias, V_ts) for bias in biass] |
91 | 1 | tkerber | pylab.plot(biass, Is, '+')
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92 | 1 | tkerber | pylab.show() |
93 | 1 | tkerber |