root / ase / transport / stm_test.py @ 7
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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 |