root / ase / calculators / qmx.py @ 5
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1 | 2 | tkerber | """ This is a QM:MM embedded system for ASE
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2 | 2 | tkerber |
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3 | 2 | tkerber | torsten.kerber@ens-lyon.fr
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4 | 2 | tkerber | """
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5 | 2 | tkerber | |
6 | 2 | tkerber | import ase |
7 | 2 | tkerber | import ase.atoms |
8 | 2 | tkerber | import numpy as np |
9 | 2 | tkerber | from general import Calculator |
10 | 2 | tkerber | from ase.embed import Embed |
11 | 3 | tkerber | from ase.units import Hartree |
12 | 2 | tkerber | |
13 | 3 | tkerber | from copy import deepcopy |
14 | 3 | tkerber | |
15 | 2 | tkerber | import sys, os |
16 | 2 | tkerber | |
17 | 2 | tkerber | class Qmx(Calculator): |
18 | 5 | tkerber | def __init__(self, calculator_high_cluster, calculator_low_cluster, calculator_low_system=None, print_forces=False): |
19 | 2 | tkerber | self._constraints=None |
20 | 5 | tkerber | |
21 | 5 | tkerber | self.calculator_low_cluster = calculator_low_cluster
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22 | 5 | tkerber | self.calculator_low_system = calculator_low_system
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23 | 5 | tkerber | if self.calculator_low_system is None: |
24 | 5 | tkerber | self.calculator_low_system = deepcopy(calculator_low_cluster)
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25 | 5 | tkerber | self.calculator_high_cluster = calculator_high_cluster
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26 | 5 | tkerber | self.print_forces = print_forces
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27 | 3 | tkerber | |
28 | 2 | tkerber | def get_energy_subsystem(self, path, calculator, atoms, force_consistent): |
29 | 3 | tkerber | # go to directory and calculate energies
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30 | 3 | tkerber | print "running energy in: ", path |
31 | 2 | tkerber | os.chdir(path) |
32 | 3 | tkerber | atoms.set_calculator(calculator) |
33 | 3 | tkerber | energy = atoms.get_potential_energy() |
34 | 2 | tkerber | os.chdir("..")
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35 | 2 | tkerber | return energy
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36 | 3 | tkerber | |
37 | 2 | tkerber | def get_forces_subsystem(self, path, calculator, atoms): |
38 | 3 | tkerber | # go to directory and calculate forces
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39 | 3 | tkerber | print "running forces in: ", path |
40 | 2 | tkerber | os.chdir(path) |
41 | 3 | tkerber | atoms.set_calculator(calculator) |
42 | 3 | tkerber | forces = atoms.get_forces() |
43 | 2 | tkerber | os.chdir("..")
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44 | 2 | tkerber | return forces
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45 | 3 | tkerber | |
46 | 2 | tkerber | def get_potential_energy(self, embed, force_consistent=False): |
47 | 3 | tkerber | # perform energy calculations
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48 | 3 | tkerber | e_sys_lo = self.get_energy_subsystem("system.low-level", self.calculator_low_system, embed.get_system(), force_consistent) |
49 | 3 | tkerber | e_cl_lo = self.get_energy_subsystem("cluster.low-level", self.calculator_low_cluster, embed.get_cluster(), force_consistent) |
50 | 5 | tkerber | e_cl_hi = self.get_energy_subsystem("cluster.high-level", self.calculator_high_cluster, embed.get_cluster(), force_consistent) |
51 | 2 | tkerber | # calculate energies
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52 | 2 | tkerber | energy = e_sys_lo - e_cl_lo + e_cl_hi |
53 | 3 | tkerber | # print energies
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54 | 5 | tkerber | print "%20s = %15s - %15s + %15s" %("E(C:S)", "E(S-MM)", "E(C-MM)", "E(C-QM)") |
55 | 5 | tkerber | print "%20f = %15f - %15f + %15f" %(energy, e_sys_lo, e_cl_lo, e_cl_hi) |
56 | 3 | tkerber | # set energies and return
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57 | 2 | tkerber | if force_consistent:
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58 | 2 | tkerber | self.energy_free = energy
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59 | 2 | tkerber | return self.energy_free |
60 | 2 | tkerber | else:
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61 | 2 | tkerber | self.energy_zero = energy
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62 | 2 | tkerber | return self.energy_zero |
63 | 2 | tkerber | |
64 | 2 | tkerber | def get_forces(self, embed): |
65 | 2 | tkerber | atom_map_sys_cl = embed.atom_map_sys_cl |
66 | 2 | tkerber | # get forces for the three systems
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67 | 3 | tkerber | f_sys_lo = self.get_forces_subsystem("system.low-level", self.calculator_low_system, embed.get_system()) |
68 | 3 | tkerber | f_cl_lo = self.get_forces_subsystem("cluster.low-level", self.calculator_low_cluster, embed.get_cluster()) |
69 | 5 | tkerber | f_cl_hi = self.get_forces_subsystem("cluster.high-level", self.calculator_high_cluster, embed.get_cluster()) |
70 | 5 | tkerber | |
71 | 2 | tkerber | # forces correction for the atoms
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72 | 2 | tkerber | f_cl = f_cl_hi - f_cl_lo |
73 | 5 | tkerber | |
74 | 5 | tkerber | if self.print_forces: |
75 | 5 | tkerber | cluster=embed.get_cluster() |
76 | 5 | tkerber | print "Forces: System LOW - Cluster LOW + Cluster HIGH" |
77 | 5 | tkerber | for iat_sys in xrange(len(embed)): |
78 | 5 | tkerber | print "%-2s (" % embed[iat_sys].get_symbol(), |
79 | 5 | tkerber | for idir in xrange(3): |
80 | 5 | tkerber | print "%10.6f" % f_sys_lo[iat_sys][idir], |
81 | 5 | tkerber | print ") <system LOW>" |
82 | 5 | tkerber | |
83 | 5 | tkerber | iat_cl = atom_map_sys_cl[iat_sys] |
84 | 5 | tkerber | if iat_cl > -1: |
85 | 5 | tkerber | print "%s" % "- (", |
86 | 5 | tkerber | for idir in xrange(3): |
87 | 5 | tkerber | print "%10.6f" % f_cl_lo[iat_cl][idir], |
88 | 5 | tkerber | print ") <cluster LOW>" |
89 | 5 | tkerber | print "%s" % "+ (", |
90 | 5 | tkerber | for idir in xrange(3): |
91 | 5 | tkerber | print "%10.6f" % f_cl_hi[iat_cl][idir], |
92 | 5 | tkerber | print ") <cluster HIGH>" |
93 | 5 | tkerber | print
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94 | 5 | tkerber | print
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95 | 5 | tkerber | |
96 | 2 | tkerber | # lo-sys + (hi-lo)
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97 | 5 | tkerber | for iat_sys in xrange(len(embed)): |
98 | 2 | tkerber | iat_cl = atom_map_sys_cl[iat_sys] |
99 | 2 | tkerber | if iat_cl > -1: |
100 | 2 | tkerber | f_sys_lo[iat_sys] += f_cl[iat_cl] |
101 | 5 | tkerber | # some settings for the output
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102 | 5 | tkerber | i_change = np.zeros(len(embed), int) |
103 | 5 | tkerber | if self.print_forces: |
104 | 5 | tkerber | f_sys_lo_orig = f_sys_lo.copy() |
105 | 2 | tkerber | # correct gradients
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106 | 2 | tkerber | # Reference: Eichler, Koelmel, Sauer, J. of Comput. Chem., 18(4). 1997, 463-477.
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107 | 3 | tkerber | for cell_L, iat_cl_sys, iat_sys, r, iat_link in embed.linkatoms: |
108 | 2 | tkerber | # calculate the bond distance (r_bond) at the border
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109 | 3 | tkerber | xyz = embed[iat_sys].get_position() - embed[iat_cl_sys].get_position() + cell_L |
110 | 2 | tkerber | # calculate the bond lenght and the factor f
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111 | 2 | tkerber | rbond = np.sqrt(np.dot(xyz, xyz)) |
112 | 2 | tkerber | f = r / rbond |
113 | 2 | tkerber | #normalize xyz
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114 | 2 | tkerber | xyz /= rbond |
115 | 2 | tkerber | # receive the gradients for the link atom
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116 | 3 | tkerber | fL = f_cl[iat_link] |
117 | 3 | tkerber | # dot product fL, xyz
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118 | 5 | tkerber | fs = np.dot(fL, xyz) |
119 | 3 | tkerber | # apply corrections for each direction
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120 | 5 | tkerber | i_change[iat_sys] = 1
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121 | 5 | tkerber | i_change[iat_cl_sys] = 1
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122 | 2 | tkerber | for idir in xrange(3): |
123 | 2 | tkerber | # correct the atom in the system
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124 | 5 | tkerber | f_sys_lo[iat_sys][idir] = f_sys_lo[iat_sys][idir] + f*fL[idir] - f*fs*xyz[idir] |
125 | 2 | tkerber | # correct the atom in the cluster
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126 | 5 | tkerber | f_sys_lo[iat_cl_sys][idir] = f_sys_lo[iat_cl_sys][idir] + (1-f)*fL[idir] + f*fs*xyz[idir]
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127 | 5 | tkerber | |
128 | 5 | tkerber | if self.print_forces: |
129 | 5 | tkerber | print " TOTAL FORCE (uncorrected : corrected) for link atoms" |
130 | 5 | tkerber | for iat_sys in xrange(len(embed)): |
131 | 5 | tkerber | print "%-2s (" % embed[iat_sys].get_symbol(), |
132 | 5 | tkerber | for idir in xrange(3): |
133 | 5 | tkerber | print "%10.6f" % f_sys_lo_orig[iat_sys][idir], |
134 | 5 | tkerber | print ") : (", |
135 | 5 | tkerber | for idir in xrange(3): |
136 | 5 | tkerber | print "%10.6f" % f_sys_lo[iat_sys][idir], |
137 | 5 | tkerber | print ")", |
138 | 5 | tkerber | if i_change[iat_sys]:
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139 | 5 | tkerber | print " *", |
140 | 5 | tkerber | print
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141 | 5 | tkerber | print
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142 | 5 | tkerber | |
143 | 2 | tkerber | return f_sys_lo |