Created
September 18, 2015 02:44
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Cython version of inner force loop for the nsquared version of CoMD in Python.
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import constants | |
import cython | |
cimport numpy as np | |
class LJ_Pot(object): | |
def __init__(self): | |
self.sigma = 2.315 | |
self.epsilon = 0.167 | |
self.mass = 63.55 * constants.amuToInternalMass | |
self.lat = 3.615 | |
self.lattice_type = 'FCC' | |
self.cutoff = 2.5*self.sigma | |
self.name = "Cu" | |
self.atomic_no = 29 | |
def output(self): | |
pass | |
@cython.boundscheck(False) | |
def computeForce(self, atoms): | |
cdef int nAtoms | |
cdef double epsilon | |
cdef np.ndarray[dtype=np.double_t, ndim=2] f | |
cdef np.ndarray[dtype=np.double_t, ndim=2] r | |
cdef np.ndarray[dtype=np.double_t] bounds | |
cdef double dx,dy,dz | |
cdef double r2, rCut2, ir2, r6, s6, eLocal, ePot, fr | |
f = atoms.f | |
r = atoms.r | |
bounds = atoms.bounds | |
nAtoms = atoms.nAtoms | |
epsilon = self.epsilon | |
POT_SHIFT = 1.0 | |
#POT_SHIFT = 0.0 | |
rCut2 = self.cutoff * self.cutoff | |
for i in range(nAtoms): | |
f[i,:] = 0.0 | |
ePot = 0.0 | |
s6 = self.sigma * self.sigma * self.sigma * self.sigma * self.sigma * self.sigma | |
rCut6 = s6/(rCut2*rCut2*rCut2) | |
eShift = POT_SHIFT * rCut6 * (rCut6 - 1.0) | |
# loop over atoms | |
for i in range(nAtoms): | |
for j in range(nAtoms): | |
if i < j: | |
r2 = 0.0 | |
dx = r[i,0] - r[j,0] | |
if dx < -0.5*bounds[0]: | |
dx += bounds[0] | |
if dx > 0.5*bounds[0]: | |
dx -= bounds[0] | |
r2 += dx*dx | |
dy = r[i,1] - r[j,1] | |
if dy < -0.5*bounds[1]: | |
dy += bounds[1] | |
if dy > 0.5*bounds[1]: | |
dy -= bounds[1] | |
r2 += dy*dy | |
dz = r[i,2] - r[j,2] | |
if dz < -0.5*bounds[2]: | |
dz += bounds[2] | |
if dz > 0.5*bounds[2]: | |
dz -= bounds[2] | |
r2 += dz*dz | |
if r2 <= rCut2: | |
ir2 = 1.0/r2 | |
r6 = s6 * (ir2*ir2*ir2) | |
eLocal = r6*(r6-1.0) - eShift | |
ePot += eLocal | |
fr = -4.0*epsilon * r6 * ir2*(12.0*r6 - 6.0) | |
f[i,0] -= dx*fr | |
f[j,0] += dx*fr | |
f[i,1] -= dy*fr | |
f[j,1] += dy*fr | |
f[i,2] -= dz*fr | |
f[j,2] += dz*fr | |
ePot = ePot*4.0*self.epsilon | |
return ePot | |
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