Merge pull request #3093 from Bibobu/Elastic_stress

Add compute born/matrix command to compute elastic stress
This commit is contained in:
Axel Kohlmeyer
2022-04-23 07:07:29 -04:00
committed by GitHub
71 changed files with 3295 additions and 405 deletions

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@ -33,6 +33,7 @@ KOKKOS, o = OPENMP, t = OPT.
* :doc:`body/local <compute_body_local>`
* :doc:`bond <compute_bond>`
* :doc:`bond/local <compute_bond_local>`
* :doc:`born/matrix <compute_born_matrix>`
* :doc:`centro/atom <compute_centro_atom>`
* :doc:`centroid/stress/atom <compute_stress_atom>`
* :doc:`chunk/atom <compute_chunk_atom>`

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@ -18,23 +18,52 @@ At zero temperature, it is easy to estimate these derivatives by
deforming the simulation box in one of the six directions using the
:doc:`change_box <change_box>` command and measuring the change in the
stress tensor. A general-purpose script that does this is given in the
examples/elastic directory described on the :doc:`Examples <Examples>`
examples/ELASTIC directory described on the :doc:`Examples <Examples>`
doc page.
Calculating elastic constants at finite temperature is more
challenging, because it is necessary to run a simulation that performs
time averages of differential properties. One way to do this is to
measure the change in average stress tensor in an NVT simulations when
time averages of differential properties. There are at least
3 ways to do this in LAMMPS. The most reliable way to do this is
by exploiting the relationship between elastic constants, stress
fluctuations, and the Born matrix, the second derivatives of energy
w.r.t. strain :ref:`(Ray) <Ray>`.
The Born matrix calculation has been enabled by
the :doc:`compute born/matrix <compute_born_matrix>` command,
which works for any bonded or non-bonded potential in LAMMPS.
The most expensive part of the calculation is the sampling of
the stress fluctuations. Several examples of this method are
provided in the examples/ELASTIC_T/BORN_MATRIX directory
described on the :doc:`Examples <Examples>` doc page.
A second way is to measure
the change in average stress tensor in an NVT simulations when
the cell volume undergoes a finite deformation. In order to balance
the systematic and statistical errors in this method, the magnitude of
the deformation must be chosen judiciously, and care must be taken to
fully equilibrate the deformed cell before sampling the stress
tensor. Another approach is to sample the triclinic cell fluctuations
tensor. An example of this method is provided in the
examples/ELASTIC_T/DEFORMATION directory
described on the :doc:`Examples <Examples>` doc page.
Another approach is to sample the triclinic cell fluctuations
that occur in an NPT simulation. This method can also be slow to
converge and requires careful post-processing :ref:`(Shinoda) <Shinoda1>`
converge and requires careful post-processing :ref:`(Shinoda) <Shinoda1>`.
We do not provide an example of this method.
A nice review of the advantages and disadvantages of all of these methods
is provided in the paper by Clavier et al. :ref:`(Clavier) <Clavier>`.
----------
.. _Ray:
**(Ray)** J. R. Ray and A. Rahman, J Chem Phys, 80, 4423 (1984).
.. _Shinoda1:
**(Shinoda)** Shinoda, Shiga, and Mikami, Phys Rev B, 69, 134103 (2004).
.. _Clavier:
**(Clavier)** G. Clavier, N. Desbiens, E. Bourasseau, V. Lachet, N. Brusselle-Dupend and B. Rousseau, Mol Sim, 43, 1413 (2017).

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@ -179,6 +179,7 @@ The individual style names on the :doc:`Commands compute <Commands_compute>` pag
* :doc:`body/local <compute_body_local>` - attributes of body sub-particles
* :doc:`bond <compute_bond>` - energy of each bond sub-style
* :doc:`bond/local <compute_bond_local>` - distance and energy of each bond
* :doc:`born/matrix <compute_born_matrix>` - second derivative or potential with respect to strain
* :doc:`centro/atom <compute_centro_atom>` - centro-symmetry parameter for each atom
* :doc:`centroid/stress/atom <compute_stress_atom>` - centroid based stress tensor for each atom
* :doc:`chunk/atom <compute_chunk_atom>` - assign chunk IDs to each atom

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@ -0,0 +1,213 @@
.. index:: compute born/matrix
compute born/matrix command
===========================
Syntax
""""""
.. parsed-literal::
compute ID group-ID born/matrix keyword value ...
* ID, group-ID are documented in :doc:`compute <compute>` command
* born/matrix = style name of this compute command
* zero or more keyword/value pairs may be appended
.. parsed-literal::
keyword = *numdiff*
*numdiff* values = delta virial-ID
delta = magnitude of strain (dimensionless)
virial-ID = ID of pressure compute for virial (string)
Examples
""""""""
.. code-block:: LAMMPS
compute 1 all born/matrix
compute 1 all born/matrix bond angle
compute 1 all born/matrix numdiff 1.0e-4 myvirial
Description
"""""""""""
Define a compute that calculates
:math:`\frac{\partial{}^2U}{\partial\varepsilon_{i}\partial\varepsilon_{j}}` the
second derivatives of the potential energy :math:`U` w.r.t. strain
tensor :math:`\varepsilon` elements. These values are related to:
.. math::
C^{B}_{i,j}=\frac{1}{V}\frac{\partial{}^2U}{\partial{}\varepsilon_{i}\partial\varepsilon_{j}}
also called the Born term of elastic constants in the stress-stress fluctuation
formalism. This quantity can be used to compute the elastic constant tensor.
Using the symmetric Voigt notation, the elastic constant tensor can be written
as a 6x6 symmetric matrix:
.. math::
C_{i,j} = \langle{}C^{B}_{i,j}\rangle
+ \frac{V}{k_{B}T}\left(\langle\sigma_{i}\sigma_{j}\rangle\right.
\left.- \langle\sigma_{i}\rangle\langle\sigma_{j}\rangle\right)
+ \frac{Nk_{B}T}{V}
\left(\delta_{i,j}+(\delta_{1,i}+\delta_{2,i}+\delta_{3,i})\right.
\left.*(\delta_{1,j}+\delta_{2,j}+\delta_{3,j})\right)
In the above expression, :math:`\sigma` stands for the virial stress
tensor, :math:`\delta` is the Kronecker delta and the usual notation apply for
the number of particle, the temperature and volume respectively :math:`N`,
:math:`T` and :math:`V`. :math:`k_{B}` is the Boltzmann constant.
The Born term is a symmetric 6x6 matrix, as is the matrix of second derivatives
of potential energy w.r.t strain,
whose 21 independent elements are output in this order:
.. math::
\begin{matrix}
C_{1} & C_{7} & C_{8} & C_{9} & C_{10} & C_{11} \\
C_{7} & C_{2} & C_{12} & C_{13} & C_{14} & C_{15} \\
\vdots & C_{12} & C_{3} & C_{16} & C_{17} & C_{18} \\
\vdots & C_{13} & C_{16} & C_{4} & C_{19} & C_{20} \\
\vdots & \vdots & \vdots & C_{19} & C_{5} & C_{21} \\
\vdots & \vdots & \vdots & \vdots & C_{21} & C_{6}
\end{matrix}
in this matrix the indices of :math:`C_{k}` value are the corresponding element
:math:`k` in the global vector output by this compute. Each term comes from the sum
of the derivatives of every contribution to the potential energy
in the system as explained in :ref:`(VanWorkum)
<VanWorkum>`.
The output can be accessed using usual Lammps routines:
.. code-block:: LAMMPS
compute 1 all born/matrix
compute 2 all pressure NULL virial
variable S1 equal -c_2[1]
variable S2 equal -c_2[2]
variable S3 equal -c_2[3]
variable S4 equal -c_2[4]
variable S5 equal -c_2[5]
variable S6 equal -c_2[6]
fix 1 all ave/time 1 1 1 v_S1 v_S2 v_S3 v_S4 v_S5 v_S6 c_1[*] file born.out
In this example, the file *born.out* will contain the information needed to
compute the first and second terms of the elastic constant matrix in a post
processing procedure. The other required quantities can be accessed using any
other *LAMMPS* usual method. Several examples of this method are
provided in the examples/ELASTIC_T/BORN_MATRIX directory
described on the :doc:`Examples <Examples>` doc page.
NOTE: In the above :math:`C_{i,j}` computation, the fluctuation
term involving the virial stress tensor :math:`\sigma` is the
covariance between each elements. In a
solid the stress fluctuations can vary rapidly, while average
fluctuations can be slow to converge.
A detailed analysis of the convergence rate of all the terms in
the elastic tensor
is provided in the paper by Clavier et al. :ref:`(Clavier) <Clavier2>`.
Two different computation methods for the Born matrix are implemented in this
compute and are mutually exclusive.
The first one is a direct computation from the analytical formula from the
different terms of the potential used for the simulations :ref:`(VanWorkum)
<VanWorkum>`. However, the implementation of such derivations must be done
for every potential form. This has not been done yet and can be very
complicated for complex potentials. At the moment a warning message is
displayed for every term that is not supporting the compute at the moment.
This method is the default for now.
The second method uses finite differences of energy to numerically approximate
the second derivatives :ref:`(Zhen) <Zhen>`. This is useful when using
interaction styles for which the analytical second derivatives have not been
implemented. In this cases, the compute applies linear strain fields of
magnitude *delta* to all the atoms relative to a point at the center of the
box. The strain fields are in six different directions, corresponding to the
six Cartesian components of the stress tensor defined by LAMMPS. For each
direction it applies the strain field in both the positive and negative senses,
and the new stress virial tensor of the entire system is calculated after each.
The difference in these two virials divided by two times *delta*, approximates
the corresponding components of the second derivative, after applying a
suitable unit conversion.
.. note::
It is important to choose a suitable value for delta, the magnitude of
strains that are used to generate finite difference
approximations to the exact virial stress. For typical systems, a value in
the range of 1 part in 1e5 to 1e6 will be sufficient.
However, the best value will depend on a multitude of factors
including the stiffness of the interatomic potential, the thermodynamic
state of the material being probed, and so on. The only way to be sure
that you have made a good choice is to do a sensitivity study on a
representative atomic configuration, sweeping over a wide range of
values of delta. If delta is too small, the output values will vary
erratically due to truncation effects. If delta is increased beyond a
certain point, the output values will start to vary smoothly with
delta, due to growing contributions from higher order derivatives. In
between these two limits, the numerical virial values should be largely
independent of delta.
The keyword requires the additional arguments *delta* and *virial-ID*.
*delta* gives the size of the applied strains. *virial-ID* gives
the ID string of the pressure compute that provides the virial stress tensor,
requiring that it use the virial keyword e.g.
.. code-block:: LAMMPS
compute myvirial all pressure NULL virial
compute 1 all born/matrix numdiff 1.0e-4 myvirial
**Output info:**
This compute calculates a global vector with 21 values that are
the second derivatives of the potential energy w.r.t. strain.
The values are in energy units.
The values are ordered as explained above. These values can be used
by any command that uses global values from a compute as input. See
the :doc:`Howto output <Howto_output>` doc page for an overview of
LAMMPS output options.
The array values calculated by this compute are all "extensive".
Restrictions
""""""""""""
This compute is part of the EXTRA-COMPUTE package. It is only enabled if
LAMMPS was built with that package. See the :doc:`Build package
<Build_package>` page for more info. LAMMPS was built with that package. See
the :doc:`Build package <Build_package>` page for more info.
The Born term can be decomposed as a product of two terms. The first one is a
general term which depends on the configuration. The second one is specific to
every interaction composing your force field (non-bonded, bonds, angle...).
Currently not all LAMMPS interaction styles implement the *born_matrix* method
giving first and second order derivatives and LAMMPS will exit with an error if
this compute is used with such interactions unless the *numdiff* option is
also used. The *numdiff* option cannot be used with any other keyword. In this
situation, LAMMPS will also exit with an error.
Default
"""""""
none
----------
.. _VanWorkum:
**(Van Workum)** K. Van Workum et al., J. Chem. Phys. 125 144506 (2006)
.. _Clavier2:
**(Clavier)** G. Clavier, N. Desbiens, E. Bourasseau, V. Lachet, N. Brusselle-Dupend and B. Rousseau, Mol Sim, 43, 1413 (2017).
.. _Zhen:
**(Zhen)** Y. Zhen, C. Chu, Computer Physics Communications 183(2012)261-265

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@ -36,7 +36,7 @@ are (full) periodic boundary conditions and no other "manipulations"
of the system (e.g. fixes that modify forces or velocities).
This fix invokes the velocity form of the
Störmer-Verlet time integration algorithm (velocity-Verlet). Other
Störmer-Verlet time integration algorithm (velocity-Verlet). Other
time integration options can be invoked using the :doc:`run_style <run_style>` command.
----------

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@ -3599,6 +3599,7 @@ Voronoi
VORONOI
Vorselaars
Voth
Voyiatzis
vpz
vratio
Vries
@ -3664,7 +3665,7 @@ Wittmaack
wn
Wolde
workflow
workflows
Workum
Worley
Wriggers
Wuppertal

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@ -0,0 +1,7 @@
# Cij Matrix from post process computation
3.36316 1.87373 1.87607 -0.00346 -0.00172 -0.00104
1.87373 3.36170 1.87425 0.00443 0.00033 0.00014
1.87607 1.87425 3.36573 0.00143 0.00155 0.00127
-0.00346 0.00443 0.00143 1.87425 0.00127 0.00033
-0.00172 0.00033 0.00155 0.00127 1.87607 -0.00346
-0.00104 0.00014 0.00127 0.00033 -0.00346 1.87373

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@ -0,0 +1,118 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import sys
import numpy as np
def reduce_Born(Cf):
C = np.zeros((6,6), dtype=np.float64)
C[0,0] = Cf[0]
C[1,1] = Cf[1]
C[2,2] = Cf[2]
C[3,3] = Cf[3]
C[4,4] = Cf[4]
C[5,5] = Cf[5]
C[0,1] = Cf[6]
C[0,2] = Cf[7]
C[0,3] = Cf[8]
C[0,4] = Cf[9]
C[0,5] = Cf[10]
C[1,2] = Cf[11]
C[1,3] = Cf[12]
C[1,4] = Cf[13]
C[1,5] = Cf[14]
C[2,3] = Cf[15]
C[2,4] = Cf[16]
C[2,5] = Cf[17]
C[3,4] = Cf[18]
C[3,5] = Cf[19]
C[4,5] = Cf[20]
C = np.where(C,C,C.T)
return C
def compute_delta():
D = np.zeros((3,3,3,3))
for a in range(3):
for b in range(3):
for m in range(3):
for n in range(3):
D[a,b,m,n] = (a==m)*(b==n) + (a==n)*(b==m)
d = np.zeros((6,6))
d[0,0] = D[0,0,0,0]
d[1,1] = D[1,1,1,1]
d[2,2] = D[2,2,2,2]
d[3,3] = D[1,2,1,2]
d[4,4] = D[0,2,0,2]
d[5,5] = D[0,1,0,1]
d[0,1] = D[0,0,1,1]
d[0,2] = D[0,0,2,2]
d[0,3] = D[0,0,1,2]
d[0,4] = D[0,0,0,2]
d[0,5] = D[0,0,0,1]
d[1,2] = D[1,1,2,2]
d[1,3] = D[1,1,1,2]
d[1,4] = D[1,1,0,2]
d[1,5] = D[1,1,0,1]
d[2,3] = D[2,2,1,2]
d[2,4] = D[2,2,0,2]
d[2,5] = D[2,2,0,1]
d[3,4] = D[1,2,0,2]
d[3,5] = D[1,2,0,1]
d[4,5] = D[0,2,0,1]
d = np.where(d,d,d.T)
return d
def write_matrix(C, filename):
with open(filename, 'w') as f:
f.write("# Cij Matrix from post process computation\n")
for i in C:
f.write("{:8.5f} {:8.5f} {:8.5f} {:8.5f} {:8.5f} {:8.5f}\n".format(
i[0]*10**-9, i[1]*10**-9, i[2]*10**-9, i[3]*10**-9, i[4]*10**-9, i[5]*10**-9,
)
)
return
def main():
N = 500
vol = 27.047271**3 * 10**-30 # m^3
T = 60 # K
kb = 1.380649 * 10**-23 # J/K
kbT = T*kb # J
kcalmol2J = 4183.9954/(6.022*10**23)
born = np.loadtxt('born.out')
stre = np.loadtxt('vir.out')
stre[:, 1:] = -stre[:, 1:]*101325 # -> Pa
try:
mean_born = np.mean(born[:, 1:], axis=0)
except IndexError:
mean_born = born[1:]
CB = kcalmol2J/vol*reduce_Born(mean_born) # -> J/m^3=Pa
Cs = vol/kbT*np.cov(stre[:,1:].T)
Ct = N*kbT/vol * compute_delta()
C = CB - Cs + Ct
write_matrix(CB, 'born_matrix.out')
write_matrix(Cs, 'stre_matrix.out')
write_matrix(Ct, 'temp_matrix.out')
write_matrix(C, 'full_matrix.out')
C11 = np.mean([C[0,0], C[1,1], C[2,2]]) * 10**-9
C12 = np.mean([C[0,1], C[0,2], C[1,2]]) * 10**-9
C44 = np.mean([C[3,3], C[4,4], C[5,5]]) * 10**-9
eC11 = np.std([C[0,0], C[1,1], C[2,2]]) * 10**-9
eC12 = np.std([C[0,1], C[0,2], C[1,2]]) * 10**-9
eC44 = np.std([C[3,3], C[4,4], C[5,5]]) * 10**-9
print(C*10**-9)
print("C11 = {:f} ± {:f}; C12 = {:f} ± {:f}; C44 = {:f} ± {:f}".format(C11, eC11, C12, eC12, C44, eC44))
return
if __name__ == "__main__":
try:
main()
except KeyboardInterrupt:
raise SystemExit("User interruption.")

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@ -0,0 +1,7 @@
# Cij Matrix from post process computation
2.18161 1.13726 1.16596 -0.01607 -0.02637 0.00291
1.13726 2.20242 1.16714 0.00386 -0.05820 0.02644
1.16596 1.16714 2.24704 -0.00354 -0.00368 0.02714
-0.01607 0.00386 -0.00354 1.43706 0.00210 0.01003
-0.02637 -0.05820 -0.00368 0.00210 1.37530 0.01401
0.00291 0.02644 0.02714 0.01003 0.01401 1.42403

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@ -0,0 +1,154 @@
# Analytical calculation
# of Born matrix
# Note that because of cubic symmetry and central forces, we have:
# C11, pure axial == positive mean value: 1,2,3
# C44==C23, pure shear == positive mean value, exactly match in pairs: (4,12),(5,8),(6,7)
# C14==C56, shear/axial(normal) == zero mean, exactly match in pairs: (9,21),(14,20),(18,19)
# C15, shear/axial(in-plane) == zero mean: 10,11,13,15,16,17
# adjustable parameters
units real
variable nsteps index 100000 # length of run
variable nthermo index 1000 # thermo output interval
variable nlat equal 5 # size of box
variable T equal 60. # Temperature in K
variable rho equal 5.405 # Lattice spacing in A
atom_style atomic
lattice fcc ${rho}
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
create_box 1 box
create_atoms 1 box
mass * 39.948
velocity all create ${T} 87287 loop geom
velocity all zero linear
pair_style lj/cut 12.0
pair_coeff 1 1 0.238067 3.405
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
variable vol equal vol
thermo 100
fix aL all ave/time 1 1 1 v_vol ave running
fix NPT all npt temp $T $T 100 aniso 1. 1. 1000 fixedpoint 0. 0. 0.
run 20000
unfix NPT
variable newL equal "f_aL^(1./3.)"
change_box all x final 0 ${newL} y final 0. ${newL} z final 0. ${newL} remap units box
unfix aL
reset_timestep 0
# Conversion variables
variable kb equal 1.38065e-23 # J/K
variable Myvol equal "vol*10^-30" # Volume in m^3
variable kbt equal "v_kb*v_T"
variable Nat equal atoms
variable Rhokbt equal "v_kbt*v_Nat/v_Myvol"
variable at2Pa equal 101325
variable kcalmol2J equal "4183.9954/(6.022e23)"
variable C1 equal "v_kcalmol2J/v_Myvol" # Convert Cb from energy to pressure units
variable C2 equal "v_Myvol/v_kbt" # Factor for Cfl terms
variable Pa2GPa equal 1e-9
# Born compute giving <C^b> terms
compute born all born/matrix
# The six virial stress component to compute <C^fl>
compute VIR all pressure NULL virial
variable s1 equal "-c_VIR[1]*v_at2Pa"
variable s2 equal "-c_VIR[2]*v_at2Pa"
variable s3 equal "-c_VIR[3]*v_at2Pa"
variable s6 equal "-c_VIR[4]*v_at2Pa"
variable s5 equal "-c_VIR[5]*v_at2Pa"
variable s4 equal "-c_VIR[6]*v_at2Pa"
variable press equal press
# Average of Born term and vector to store stress
# for post processing
fix CB all ave/time 1 ${nthermo} ${nthermo} c_born[*] ave running file born.out overwrite
fix CPR all ave/time 1 1 1 c_VIR[*] file vir.out
fix APR all ave/time 1 1 1 v_press ave running
fix VEC all vector 1 v_s1 v_s2 v_s3 v_s4 v_s5 v_s6
thermo ${nthermo}
thermo_style custom step temp press f_APR c_born[1] f_CB[1] c_born[12] f_CB[12] c_born[4] f_CB[4]
thermo_modify line multi
fix 1 all nvt temp $T $T 100
run ${nsteps}
# Compute vector averages
# Note the indice switch.
# LAMMPS convention is NOT the Voigt notation.
variable aves1 equal "ave(f_VEC[1])"
variable aves2 equal "ave(f_VEC[2])"
variable aves3 equal "ave(f_VEC[3])"
variable aves4 equal "ave(f_VEC[6])"
variable aves5 equal "ave(f_VEC[5])"
variable aves6 equal "ave(f_VEC[4])"
# Computing the covariance through the <s_{i}s_{j}>-<s_i><s_j>
# is numerically instable. Here we go through the <(s-<s>)^2>
# definition.
# Computing difference relative to average values
variable ds1 vector "f_VEC[1]-v_aves1"
variable ds2 vector "f_VEC[2]-v_aves2"
variable ds3 vector "f_VEC[3]-v_aves3"
variable ds4 vector "f_VEC[4]-v_aves4"
variable ds5 vector "f_VEC[5]-v_aves5"
variable ds6 vector "f_VEC[6]-v_aves6"
# Squaring and averaging
variable dds1 vector "v_ds1*v_ds1"
variable dds2 vector "v_ds2*v_ds2"
variable dds3 vector "v_ds3*v_ds3"
variable vars1 equal "ave(v_dds1)"
variable vars2 equal "ave(v_dds2)"
variable vars3 equal "ave(v_dds3)"
variable C11 equal "v_Pa2GPa*(v_C1*f_CB[1] - v_C2*v_vars1 + 2*v_Rhokbt)"
variable C22 equal "v_Pa2GPa*(v_C1*f_CB[2] - v_C2*v_vars2 + 2*v_Rhokbt)"
variable C33 equal "v_Pa2GPa*(v_C1*f_CB[3] - v_C2*v_vars3 + 2*v_Rhokbt)"
variable dds12 vector "v_ds1*v_ds2"
variable dds13 vector "v_ds1*v_ds3"
variable dds23 vector "v_ds2*v_ds3"
variable vars12 equal "ave(v_dds12)"
variable vars13 equal "ave(v_dds13)"
variable vars23 equal "ave(v_dds23)"
variable C12 equal "v_Pa2GPa*(v_C1*f_CB[7] - v_C2*v_vars12)"
variable C13 equal "v_Pa2GPa*(v_C1*f_CB[8] - v_C2*v_vars13)"
variable C23 equal "v_Pa2GPa*(v_C1*f_CB[12] - v_C2*v_vars23)"
variable dds4 vector "v_ds4*v_ds4"
variable dds5 vector "v_ds5*v_ds5"
variable dds6 vector "v_ds6*v_ds6"
variable vars4 equal "ave(v_dds4)"
variable vars5 equal "ave(v_dds5)"
variable vars6 equal "ave(v_dds6)"
variable C44 equal "v_Pa2GPa*(v_C1*f_CB[4] - v_C2*v_vars4 + v_Rhokbt)"
variable C55 equal "v_Pa2GPa*(v_C1*f_CB[5] - v_C2*v_vars5 + v_Rhokbt)"
variable C66 equal "v_Pa2GPa*(v_C1*f_CB[6] - v_C2*v_vars6 + v_Rhokbt)"
variable aC11 equal "(v_C11 + v_C22 + v_C33)/3."
variable aC12 equal "(v_C12 + v_C13 + v_C23)/3."
variable aC44 equal "(v_C44 + v_C55 + v_C66)/3."
print """
C11 = ${aC11}
C12 = ${aC12}
C44 = ${aC44}
"""

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@ -0,0 +1,7 @@
# Cij Matrix from post process computation
1.22342 0.73647 0.71011 0.01261 0.02465 -0.00395
0.73647 1.20115 0.70711 0.00057 0.05854 -0.02630
0.71011 0.70711 1.16055 0.00497 0.00524 -0.02587
0.01261 0.00057 0.00497 0.45813 -0.00083 -0.00969
0.02465 0.05854 0.00524 -0.00083 0.52170 -0.01747
-0.00395 -0.02630 -0.02587 -0.00969 -0.01747 0.47064

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# Cij Matrix from post process computation
0.04187 0.00000 0.00000 0.00000 0.00000 0.00000
0.00000 0.04187 0.00000 0.00000 0.00000 0.00000
0.00000 0.00000 0.04187 0.00000 0.00000 0.00000
0.00000 0.00000 0.00000 0.02093 0.00000 0.00000
0.00000 0.00000 0.00000 0.00000 0.02093 0.00000
0.00000 0.00000 0.00000 0.00000 0.00000 0.02093

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# Cij Matrix from post process computation
3.35855 1.86892 1.87139 0.00233 0.00218 -0.00179
1.86892 3.37104 1.87285 0.00112 0.00085 -0.00007
1.87139 1.87285 3.37707 -0.00058 0.00038 -0.00057
0.00233 0.00112 -0.00058 1.88326 -0.00039 0.00065
0.00218 0.00085 0.00038 -0.00039 1.88229 0.00242
-0.00179 -0.00007 -0.00057 0.00065 0.00242 1.87968

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import sys
import numpy as np
def reduce_Born(Cf):
C = np.zeros((6,6), dtype=np.float64)
C[0,0] = Cf[0]
C[1,1] = Cf[1]
C[2,2] = Cf[2]
C[3,3] = Cf[3]
C[4,4] = Cf[4]
C[5,5] = Cf[5]
C[0,1] = Cf[6]
C[0,2] = Cf[7]
C[0,3] = Cf[8]
C[0,4] = Cf[9]
C[0,5] = Cf[10]
C[1,2] = Cf[11]
C[1,3] = Cf[12]
C[1,4] = Cf[13]
C[1,5] = Cf[14]
C[2,3] = Cf[15]
C[2,4] = Cf[16]
C[2,5] = Cf[17]
C[3,4] = Cf[18]
C[3,5] = Cf[19]
C[4,5] = Cf[20]
C = np.where(C,C,C.T)
return C
def compute_delta():
D = np.zeros((3,3,3,3))
for a in range(3):
for b in range(3):
for m in range(3):
for n in range(3):
D[a,b,m,n] = (a==m)*(b==n) + (a==n)*(b==m)
d = np.zeros((6,6))
d[0,0] = D[0,0,0,0]
d[1,1] = D[1,1,1,1]
d[2,2] = D[2,2,2,2]
d[3,3] = D[1,2,1,2]
d[4,4] = D[0,2,0,2]
d[5,5] = D[0,1,0,1]
d[0,1] = D[0,0,1,1]
d[0,2] = D[0,0,2,2]
d[0,3] = D[0,0,1,2]
d[0,4] = D[0,0,0,2]
d[0,5] = D[0,0,0,1]
d[1,2] = D[1,1,2,2]
d[1,3] = D[1,1,1,2]
d[1,4] = D[1,1,0,2]
d[1,5] = D[1,1,0,1]
d[2,3] = D[2,2,1,2]
d[2,4] = D[2,2,0,2]
d[2,5] = D[2,2,0,1]
d[3,4] = D[1,2,0,2]
d[3,5] = D[1,2,0,1]
d[4,5] = D[0,2,0,1]
d = np.where(d,d,d.T)
return d
def write_matrix(C, filename):
with open(filename, 'w') as f:
f.write("# Cij Matrix from post process computation\n")
for i in C:
f.write("{:8.5f} {:8.5f} {:8.5f} {:8.5f} {:8.5f} {:8.5f}\n".format(
i[0]*10**-9, i[1]*10**-9, i[2]*10**-9, i[3]*10**-9, i[4]*10**-9, i[5]*10**-9,
)
)
return
def main():
N = 500
vol = 27.047271**3 * 10**-30 # m^3
T = 60 # K
kb = 1.380649 * 10**-23 # J/K
kbT = T*kb # J
kcalmol2J = 4183.9954/(6.022*10**23)
born = np.loadtxt('born.out')
stre = np.loadtxt('vir.out')
stre[:, 1:] = -stre[:, 1:]*101325 # -> Pa
try:
mean_born = np.mean(born[:, 1:], axis=0)
except IndexError:
mean_born = born[1:]
CB = kcalmol2J/vol*reduce_Born(mean_born) # -> J/m^3=Pa
Cs = vol/kbT*np.cov(stre[:,1:].T)
Ct = N*kbT/vol * compute_delta()
C = CB - Cs + Ct
write_matrix(CB, 'born_matrix.out')
write_matrix(Cs, 'stre_matrix.out')
write_matrix(Ct, 'temp_matrix.out')
write_matrix(C, 'full_matrix.out')
C11 = np.mean([C[0,0], C[1,1], C[2,2]]) * 10**-9
C12 = np.mean([C[0,1], C[0,2], C[1,2]]) * 10**-9
C44 = np.mean([C[3,3], C[4,4], C[5,5]]) * 10**-9
eC11 = np.std([C[0,0], C[1,1], C[2,2]]) * 10**-9
eC12 = np.std([C[0,1], C[0,2], C[1,2]]) * 10**-9
eC44 = np.std([C[3,3], C[4,4], C[5,5]]) * 10**-9
print(C*10**-9)
print("C11 = {:f} ± {:f}; C12 = {:f} ± {:f}; C44 = {:f} ± {:f}".format(C11, eC11, C12, eC12, C44, eC44))
return
if __name__ == "__main__":
try:
main()
except KeyboardInterrupt:
raise SystemExit("User interruption.")

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# Cij Matrix from post process computation
2.29922 1.17439 1.20854 -0.01653 -0.01684 0.01188
1.17439 2.20673 1.21718 -0.00781 -0.00753 0.00867
1.20854 1.21718 2.30804 0.01535 -0.01596 0.00426
-0.01653 -0.00781 0.01535 1.47647 -0.01355 -0.01601
-0.01684 -0.00753 -0.01596 -0.01355 1.37905 0.01975
0.01188 0.00867 0.00426 -0.01601 0.01975 1.40170

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# Numerical difference calculation
# of Born matrix
# Note that because of cubic symmetry and central forces, we have:
# C11, pure axial == positive mean value: 1,2,3
# C44==C23, pure shear == positive mean value, exactly match in pairs: (4,12),(5,8),(6,7)
# C14==C56, shear/axial(normal) == zero mean, exactly match in pairs: (9,21),(14,20),(18,19)
# C15, shear/axial(in-plane) == zero mean: 10,11,13,15,16,17
# adjustable parameters
units real
variable nsteps index 100000 # length of run
variable nthermo index 1000 # thermo output interval
variable nlat equal 5 # size of box
variable T equal 60. # Temperature in K
variable rho equal 5.405 # Lattice spacing in A
atom_style atomic
lattice fcc ${rho}
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
create_box 1 box
create_atoms 1 box
mass * 39.948
velocity all create ${T} 87287 loop geom
velocity all zero linear
pair_style lj/cut 12.0
pair_coeff 1 1 0.238067 3.405
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
variable vol equal vol
thermo 100
fix aL all ave/time 1 1 1 v_vol ave running
fix NPT all npt temp $T $T 100 aniso 1. 1. 1000 fixedpoint 0. 0. 0.
run 20000
unfix NPT
variable newL equal "f_aL^(1./3.)"
change_box all x final 0 ${newL} y final 0. ${newL} z final 0. ${newL} remap units box
unfix aL
reset_timestep 0
# Conversion variables
variable kb equal 1.38065e-23 # J/K
variable Myvol equal "vol*10^-30" # Volume in m^3
variable kbt equal "v_kb*v_T"
variable Nat equal atoms
variable Rhokbt equal "v_kbt*v_Nat/v_Myvol"
variable at2Pa equal 101325
variable kcalmol2J equal "4183.9954/(6.022e23)"
variable C1 equal "v_kcalmol2J/v_Myvol" # Convert Cb from energy to pressure units
variable C2 equal "v_Myvol/v_kbt" # Factor for Cfl terms
variable Pa2GPa equal 1e-9
# Born compute giving <C^b> terms
# The six virial stress component to compute <C^fl>
compute VIR all pressure NULL virial
compute born all born/matrix numdiff 1e-6 VIR
variable s1 equal "-c_VIR[1]*v_at2Pa"
variable s2 equal "-c_VIR[2]*v_at2Pa"
variable s3 equal "-c_VIR[3]*v_at2Pa"
variable s6 equal "-c_VIR[4]*v_at2Pa"
variable s5 equal "-c_VIR[5]*v_at2Pa"
variable s4 equal "-c_VIR[6]*v_at2Pa"
variable press equal press
# Average of Born term and vector to store stress
# for post processing
fix CB all ave/time 1 ${nthermo} ${nthermo} c_born[*] ave running file born.out overwrite
fix CPR all ave/time 1 1 1 c_VIR[*] file vir.out
fix APR all ave/time 1 1 1 v_press ave running
fix VEC all vector 1 v_s1 v_s2 v_s3 v_s4 v_s5 v_s6
thermo ${nthermo}
thermo_style custom step temp press f_APR c_born[1] f_CB[1] c_born[12] f_CB[12] c_born[4] f_CB[4]
thermo_modify line multi
fix 1 all nvt temp $T $T 100
run ${nsteps}
# Compute vector averages
# Note the indice switch.
# LAMMPS convention is NOT the Voigt notation.
variable aves1 equal "ave(f_VEC[1])"
variable aves2 equal "ave(f_VEC[2])"
variable aves3 equal "ave(f_VEC[3])"
variable aves4 equal "ave(f_VEC[6])"
variable aves5 equal "ave(f_VEC[5])"
variable aves6 equal "ave(f_VEC[4])"
# Computing the covariance through the <s_{i}s_{j}>-<s_i><s_j>
# is numerically instable. Here we go through the <(s-<s>)^2>
# definition.
# Computing difference relative to average values
variable ds1 vector "f_VEC[1]-v_aves1"
variable ds2 vector "f_VEC[2]-v_aves2"
variable ds3 vector "f_VEC[3]-v_aves3"
variable ds4 vector "f_VEC[4]-v_aves4"
variable ds5 vector "f_VEC[5]-v_aves5"
variable ds6 vector "f_VEC[6]-v_aves6"
# Squaring and averaging
variable dds1 vector "v_ds1*v_ds1"
variable dds2 vector "v_ds2*v_ds2"
variable dds3 vector "v_ds3*v_ds3"
variable vars1 equal "ave(v_dds1)"
variable vars2 equal "ave(v_dds2)"
variable vars3 equal "ave(v_dds3)"
variable C11 equal "v_Pa2GPa*(v_C1*f_CB[1] - v_C2*v_vars1 + 2*v_Rhokbt)"
variable C22 equal "v_Pa2GPa*(v_C1*f_CB[2] - v_C2*v_vars2 + 2*v_Rhokbt)"
variable C33 equal "v_Pa2GPa*(v_C1*f_CB[3] - v_C2*v_vars3 + 2*v_Rhokbt)"
variable dds12 vector "v_ds1*v_ds2"
variable dds13 vector "v_ds1*v_ds3"
variable dds23 vector "v_ds2*v_ds3"
variable vars12 equal "ave(v_dds12)"
variable vars13 equal "ave(v_dds13)"
variable vars23 equal "ave(v_dds23)"
variable C12 equal "v_Pa2GPa*(v_C1*f_CB[7] - v_C2*v_vars12)"
variable C13 equal "v_Pa2GPa*(v_C1*f_CB[8] - v_C2*v_vars13)"
variable C23 equal "v_Pa2GPa*(v_C1*f_CB[12] - v_C2*v_vars23)"
variable dds4 vector "v_ds4*v_ds4"
variable dds5 vector "v_ds5*v_ds5"
variable dds6 vector "v_ds6*v_ds6"
variable vars4 equal "ave(v_dds4)"
variable vars5 equal "ave(v_dds5)"
variable vars6 equal "ave(v_dds6)"
variable C44 equal "v_Pa2GPa*(v_C1*f_CB[4] - v_C2*v_vars4 + v_Rhokbt)"
variable C55 equal "v_Pa2GPa*(v_C1*f_CB[5] - v_C2*v_vars5 + v_Rhokbt)"
variable C66 equal "v_Pa2GPa*(v_C1*f_CB[6] - v_C2*v_vars6 + v_Rhokbt)"
variable aC11 equal "(v_C11 + v_C22 + v_C33)/3."
variable aC12 equal "(v_C12 + v_C13 + v_C23)/3."
variable aC44 equal "(v_C44 + v_C55 + v_C66)/3."
print """
C11 = ${aC11}
C12 = ${aC12}
C44 = ${aC44}
"""

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# Cij Matrix from post process computation
1.10120 0.69454 0.66285 0.01885 0.01902 -0.01367
0.69454 1.20617 0.65567 0.00893 0.00839 -0.00873
0.66285 0.65567 1.11090 -0.01593 0.01634 -0.00483
0.01885 0.00893 -0.01593 0.42772 0.01316 0.01666
0.01902 0.00839 0.01634 0.01316 0.52416 -0.01733
-0.01367 -0.00873 -0.00483 0.01666 -0.01733 0.49891

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# Cij Matrix from post process computation
0.04187 0.00000 0.00000 0.00000 0.00000 0.00000
0.00000 0.04187 0.00000 0.00000 0.00000 0.00000
0.00000 0.00000 0.04187 0.00000 0.00000 0.00000
0.00000 0.00000 0.00000 0.02093 0.00000 0.00000
0.00000 0.00000 0.00000 0.00000 0.02093 0.00000
0.00000 0.00000 0.00000 0.00000 0.00000 0.02093

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This repository is a test case for the compute born/matrix. It provides short
scripts creating argon fcc crystal and computing the Born term using the two
methods described in the documentation.
In the __Analytical__ directory the terms are computed using the analytical
derivation of the Born term for the lj/cut pair style.
In the __Numdiff__ directory, the Born term is evaluated through small
numerical differences of the stress tensor. This method can be used with any
interaction potential.
Both script show examples on how to compute the full Cij elastic stiffness
tensor in LAMMPS.

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../../../../potentials/Si.sw

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# Average moduli for cubic crystals
variable C11cubic equal (${C11}+${C22}+${C33})/3.0
variable C12cubic equal (${C12}+${C13}+${C23})/3.0
variable C44cubic equal (${C44}+${C55}+${C66})/3.0
variable bulkmodulus equal (${C11cubic}+2*${C12cubic})/3.0
variable shearmodulus1 equal ${C44cubic}
variable shearmodulus2 equal (${C11cubic}-${C12cubic})/2.0
variable poissonratio equal 1.0/(1.0+${C11cubic}/${C12cubic})
# For Stillinger-Weber silicon, the analytical results
# are known to be (E. R. Cowley, 1988):
# C11 = 151.4 GPa
# C12 = 76.4 GPa
# C44 = 56.4 GPa
#print "========================================="
#print "Components of the Elastic Constant Tensor"
#print "========================================="
print "Elastic Constant C11 = ${C11} ${cunits}"
print "Elastic Constant C22 = ${C22} ${cunits}"
print "Elastic Constant C33 = ${C33} ${cunits}"
print "Elastic Constant C12 = ${C12} ${cunits}"
print "Elastic Constant C13 = ${C13} ${cunits}"
print "Elastic Constant C23 = ${C23} ${cunits}"
print "Elastic Constant C44 = ${C44} ${cunits}"
print "Elastic Constant C55 = ${C55} ${cunits}"
print "Elastic Constant C66 = ${C66} ${cunits}"
print "Elastic Constant C14 = ${C14} ${cunits}"
print "Elastic Constant C15 = ${C15} ${cunits}"
print "Elastic Constant C16 = ${C16} ${cunits}"
print "Elastic Constant C24 = ${C24} ${cunits}"
print "Elastic Constant C25 = ${C25} ${cunits}"
print "Elastic Constant C26 = ${C26} ${cunits}"
print "Elastic Constant C34 = ${C34} ${cunits}"
print "Elastic Constant C35 = ${C35} ${cunits}"
print "Elastic Constant C36 = ${C36} ${cunits}"
print "Elastic Constant C45 = ${C45} ${cunits}"
print "Elastic Constant C46 = ${C46} ${cunits}"
print "Elastic Constant C56 = ${C56} ${cunits}"
print "========================================="
print "Average properties for a cubic crystal"
print "========================================="
print "Bulk Modulus = ${bulkmodulus} ${cunits}"
print "Shear Modulus 1 = ${shearmodulus1} ${cunits}"
print "Shear Modulus 2 = ${shearmodulus2} ${cunits}"
print "Poisson Ratio = ${poissonratio}"
# summarize sampling protocol
variable tmp equal atoms
print "Number of atoms = ${tmp}"
print "Stress sampling interval = ${nevery}"
variable tmp equal ${nrun}/${nevery}
print "Stress sample count = ${tmp}"
print "Born sampling interval = ${neveryborn}"
variable tmp equal ${nrun}/${neveryborn}
print "Born sample count = ${tmp}"

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# Compute elastic constant tensor for a crystal at finite temperature
# These settings replicate the 1477~K benchmark of
# Kluge, Ray, and Rahman (1986) that is Ref.[15] in:
# Y. Zhen, C. Chu, Computer Physics Communications 183(2012) 261-265
# here: Y. Zhen, C. Chu, Computer Physics Communications 183(2012) 261-265
include init.in
# Compute initial state
include potential.in
thermo_style custom step temp pe press density
run ${nequil}
# Run dynamics
include potential.in
include output.in
run ${nrun}
# Output final values
include final_output.in

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# NOTE: This script can be modified for different atomic structures,
# units, etc. See in.elastic for more info.
#
# Define MD parameters
# These can be modified by the user
# These settings replicate the 1477~K benchmark of
# Kluge, Ray, and Rahman (1986) that is Ref.[15] in:
# Y. Zhen, C. Chu, Computer Physics Communications 183(2012) 261-265
# select temperature and pressure (lattice constant)
variable temp index 1477.0 # temperature of initial sample
variable a index 5.457 # lattice constant
# select sampling parameters, important for speed/convergence
variable nthermo index 1500 # interval for thermo output
variable nevery index 10 # stress sampling interval
variable neveryborn index 100 # Born sampling interval
variable timestep index 0.000766 # timestep
variable nlat index 3 # number of lattice unit cells
# other settings
variable mass1 index 28.06 # mass
variable tdamp index 0.01 # time constant for thermostat
variable seed index 123457 # seed for thermostat
variable thermostat index 1 # 0 if NVE, 1 if NVT
variable delta index 1.0e-6 # Born numdiff strain magnitude
# hard-coded rules-of-thumb for run length, etc.
variable nfreq equal ${nthermo} # interval for averaging output
variable nrepeat equal floor(${nfreq}/${nevery}) # number of samples
variable nrepeatborn equal floor(${nfreq}/${neveryborn}) # number of samples
variable nequil equal 10*${nthermo} # length of equilibration run
variable nrun equal 100*${nthermo} # length of equilibrated run
# generate the box and atom positions using a diamond lattice
units metal
boundary p p p
# this generates a standard 8-atom cubic cell
lattice diamond $a
region box prism 0 1 0 1 0 1 0 0 0
# this generates a 2-atom triclinic cell
#include tri.in
create_box 1 box
create_atoms 1 box
mass 1 ${mass1}
replicate ${nlat} ${nlat} ${nlat}
velocity all create ${temp} 87287

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# Setup output
# Stress fluctuation term F
compute stress all pressure thermo_temp
variable s1 equal c_stress[1]
variable s2 equal c_stress[2]
variable s3 equal c_stress[3]
variable s4 equal c_stress[6]
variable s5 equal c_stress[5]
variable s6 equal c_stress[4]
variable s11 equal v_s1*v_s1
variable s22 equal v_s2*v_s2
variable s33 equal v_s3*v_s3
variable s44 equal v_s4*v_s4
variable s55 equal v_s5*v_s5
variable s66 equal v_s6*v_s6
variable s33 equal v_s3*v_s3
variable s12 equal v_s1*v_s2
variable s13 equal v_s1*v_s3
variable s14 equal v_s1*v_s4
variable s15 equal v_s1*v_s5
variable s16 equal v_s1*v_s6
variable s23 equal v_s2*v_s3
variable s24 equal v_s2*v_s4
variable s25 equal v_s2*v_s5
variable s26 equal v_s2*v_s6
variable s34 equal v_s3*v_s4
variable s35 equal v_s3*v_s5
variable s36 equal v_s3*v_s6
variable s45 equal v_s4*v_s5
variable s46 equal v_s4*v_s6
variable s56 equal v_s5*v_s6
variable mytemp equal temp
variable mypress equal press
variable mype equal pe/atoms
fix avt all ave/time ${nevery} ${nrepeat} ${nfreq} v_mytemp ave running
fix avp all ave/time ${nevery} ${nrepeat} ${nfreq} v_mypress ave running
fix avpe all ave/time ${nevery} ${nrepeat} ${nfreq} v_mype ave running
fix avs all ave/time ${nevery} ${nrepeat} ${nfreq} v_s1 v_s2 v_s3 v_s4 v_s5 v_s6 ave running
fix avssq all ave/time ${nevery} ${nrepeat} ${nfreq} &
v_s11 v_s22 v_s33 v_s44 v_s55 v_s66 &
v_s12 v_s13 v_s14 v_s15 v_s16 &
v_s23 v_s24 v_s25 v_s26 &
v_s34 v_s35 v_s36 &
v_s45 v_s46 &
v_s56 &
ave running
# bar to GPa
variable pconv equal 1.0e5/1.0e9
variable cunits index GPa
# metal unit constants from LAMMPS
# force->nktv2p = 1.6021765e6;
# force->boltz = 8.617343e-5;
variable boltz equal 8.617343e-5
variable nktv2p equal 1.6021765e6
variable vkt equal vol/(${boltz}*${temp})/${nktv2p}
variable ffac equal ${pconv}*${vkt}
variable F11 equal -(f_avssq[1]-f_avs[1]*f_avs[1])*${ffac}
variable F22 equal -(f_avssq[2]-f_avs[2]*f_avs[2])*${ffac}
variable F33 equal -(f_avssq[3]-f_avs[3]*f_avs[3])*${ffac}
variable F44 equal -(f_avssq[4]-f_avs[4]*f_avs[4])*${ffac}
variable F55 equal -(f_avssq[5]-f_avs[5]*f_avs[5])*${ffac}
variable F66 equal -(f_avssq[6]-f_avs[6]*f_avs[6])*${ffac}
variable F12 equal -(f_avssq[7]-f_avs[1]*f_avs[2])*${ffac}
variable F13 equal -(f_avssq[8]-f_avs[1]*f_avs[3])*${ffac}
variable F14 equal -(f_avssq[9]-f_avs[1]*f_avs[4])*${ffac}
variable F15 equal -(f_avssq[10]-f_avs[1]*f_avs[5])*${ffac}
variable F16 equal -(f_avssq[11]-f_avs[1]*f_avs[6])*${ffac}
variable F23 equal -(f_avssq[12]-f_avs[2]*f_avs[3])*${ffac}
variable F24 equal -(f_avssq[13]-f_avs[2]*f_avs[4])*${ffac}
variable F25 equal -(f_avssq[14]-f_avs[2]*f_avs[5])*${ffac}
variable F26 equal -(f_avssq[15]-f_avs[2]*f_avs[6])*${ffac}
variable F34 equal -(f_avssq[16]-f_avs[3]*f_avs[4])*${ffac}
variable F35 equal -(f_avssq[17]-f_avs[3]*f_avs[5])*${ffac}
variable F36 equal -(f_avssq[18]-f_avs[3]*f_avs[6])*${ffac}
variable F45 equal -(f_avssq[19]-f_avs[4]*f_avs[5])*${ffac}
variable F46 equal -(f_avssq[20]-f_avs[4]*f_avs[6])*${ffac}
variable F56 equal -(f_avssq[21]-f_avs[5]*f_avs[6])*${ffac}
# Born term
compute virial all pressure NULL virial
compute born all born/matrix numdiff ${delta} virial
fix avborn all ave/time ${neveryborn} ${nrepeatborn} ${nfreq} c_born[*] ave running
variable bfac equal ${pconv}*${nktv2p}/vol
variable B vector f_avborn*${bfac}
# Kinetic term
variable kfac equal ${pconv}*${nktv2p}*atoms*${boltz}*${temp}/vol
variable K11 equal 4.0*${kfac}
variable K22 equal 4.0*${kfac}
variable K33 equal 4.0*${kfac}
variable K44 equal 2.0*${kfac}
variable K55 equal 2.0*${kfac}
variable K66 equal 2.0*${kfac}
# Add F, K, and B together
variable C11 equal v_F11+v_B[1]+v_K11
variable C22 equal v_F22+v_B[2]+v_K22
variable C33 equal v_F33+v_B[3]+v_K33
variable C44 equal v_F44+v_B[4]+v_K44
variable C55 equal v_F55+v_B[5]+v_K55
variable C66 equal v_F66+v_B[6]+v_K66
variable C12 equal v_F12+v_B[7]
variable C13 equal v_F13+v_B[8]
variable C14 equal v_F14+v_B[9]
variable C15 equal v_F15+v_B[10]
variable C16 equal v_F16+v_B[11]
variable C23 equal v_F23+v_B[12]
variable C24 equal v_F24+v_B[13]
variable C25 equal v_F25+v_B[14]
variable C26 equal v_F26+v_B[15]
variable C34 equal v_F34+v_B[16]
variable C35 equal v_F35+v_B[17]
variable C36 equal v_F36+v_B[18]
variable C45 equal v_F45+v_B[19]
variable C46 equal v_F46+v_B[20]
variable C56 equal v_F56+v_B[21]
thermo ${nthermo}
thermo_style custom step temp pe press density f_avt f_avp f_avpe v_F11 v_F22 v_F33 v_F44 v_F55 v_F66 v_F12 v_F13 v_F23 v_B[1] v_B[2] v_B[3] v_B[4] v_B[5] v_B[6] v_B[7] v_B[8] v_B[12]
thermo_modify norm no

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@ -0,0 +1,21 @@
# NOTE: This script can be modified for different pair styles
# See in.elastic for more info.
reset_timestep 0
# Choose potential
pair_style sw
pair_coeff * * Si.sw Si
# Setup neighbor style
neighbor 1.0 nsq
neigh_modify once no every 1 delay 0 check yes
# Setup MD
timestep ${timestep}
fix 4 all nve
if "${thermostat} == 1" then &
"fix 5 all langevin ${temp} ${temp} ${tdamp} ${seed}"

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@ -0,0 +1,26 @@
# this generates a 2-atom triclinic cell
# due to rotation on to x-axis,
# elastic constant analysis is not working yet
# unit lattice vectors are
# a1 = (1 0 0)
# a2 = (1/2 sqrt3/2 0)
# a3 = (1/2 1/(2sqrt3) sqrt2/sqrt3)
variable a1x equal 1
variable a2x equal 1/2
variable a2y equal sqrt(3)/2
variable a3x equal 1/2
variable a3y equal 1/(2*sqrt(3))
variable a3z equal sqrt(2/3)
variable l equal $a/sqrt(2)
lattice custom ${l} &
a1 ${a1x} 0 0 &
a2 ${a2x} ${a2y} 0.0 &
a3 ${a3x} ${a3y} ${a3z} &
basis 0 0 0 &
basis 0.25 0.25 0.25 &
spacing 1 1 1
region box prism 0 ${a1x} 0 ${a2y} 0 ${a3z} ${a2x} ${a3x} ${a3y}

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@ -0,0 +1 @@
../../../../potentials/Si.sw

View File

@ -2,7 +2,7 @@
# See in.elastic for more info.
# we must undefine any fix ave/* fix before using reset_timestep
if "$(is_defined(fix,avp)" then "unfix avp"
if "$(is_defined(fix,avp))" then "unfix avp"
reset_timestep 0
# Choose potential

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@ -1,18 +0,0 @@
# DATE: 2007-06-11 CONTRIBUTOR: Aidan Thompson, athomps@sandia.gov CITATION: Stillinger and Weber, Phys Rev B, 31, 5262, (1985)
# Stillinger-Weber parameters for various elements and mixtures
# multiple entries can be added to this file, LAMMPS reads the ones it needs
# these entries are in LAMMPS "metal" units:
# epsilon = eV; sigma = Angstroms
# other quantities are unitless
# format of a single entry (one or more lines):
# element 1, element 2, element 3,
# epsilon, sigma, a, lambda, gamma, costheta0, A, B, p, q, tol
# Here are the original parameters in metal units, for Silicon from:
#
# Stillinger and Weber, Phys. Rev. B, v. 31, p. 5262, (1985)
#
Si Si Si 2.1683 2.0951 1.80 21.0 1.20 -0.333333333333
7.049556277 0.6022245584 4.0 0.0 0.0

View File

@ -94,7 +94,7 @@ msst: MSST shock dynamics
nb3b: use of nonbonded 3-body harmonic pair style
neb: nudged elastic band (NEB) calculation for barrier finding
nemd: non-equilibrium MD of 2d sheared system
numdiff: numerical difference computation of forces and virial
numdiff: numerical difference computation of forces, virial, and Born matrix
obstacle: flow around two voids in a 2d channel
peptide: dynamics of a small solvated peptide chain (5-mer)
peri: Peridynamic model of cylinder impacted by indenter
@ -153,12 +153,19 @@ either by itself or in tandem with another code or library. See the
COUPLE/README file to get started.
The ELASTIC directory has an example script for computing elastic
constants at zero temperature, using an Si example. See the
stiffness tensor (elastic constants)
at zero temperature, using an Si example. See the
ELASTIC/in.elastic file for more info.
The ELASTIC_T directory has an example script for computing elastic
constants at finite temperature, using an Si example. See the
ELASTIC_T/in.elastic file for more info.
The ELASTIC_T directory has example scripts for the computing elastic
stiffness tensor at finite temperature. Two different methods are
demonstrated. DEFORMATION estimates the change in the average
stress tensor between multiple simulations
in which small finite deformations are made to the simulation cell.
BORN_MATRIX runs a single simulation in which the Born matrix and stress
fluctuations are averaged. The second method
is newer in LAMMPS and is generally more efficient and
more reliable.
The HEAT directory has example scripts for heat exchange algorithms
(e.g. used for establishing a thermal gradient), using two different

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@ -1,8 +1,11 @@
# LAMMPS FIX NUMDIFF EXAMPLE
# LAMMPS NUMDIFF EXAMPLES FOR FORCES, VIRIAL, and BORN MATRIX
## Numerical Difference Fix
## Numerical Difference Fixes and Computes
This directory contains the ingredients to run an NVE simulation using the numerical difference fix and calculate error in forces.
This directory contains the input script for an NVE simulation with
fix numdiff, fix numdiff/virial, and compute born/matrix numdiff.
In each cases, results are compared to exact analytic expressions
and the small relative differences are reported.
Example:
```
@ -10,4 +13,4 @@ NP=4 #number of processors
mpirun -np $NP lmp_mpi -in.numdiff
```
## Required LAMMPS packages: MOLECULE package
## Required LAMMPS packages: EXTRA-FIX, EXTRA-COMPUTE

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@ -1,5 +1,5 @@
# Numerical difference calculation
# of error in forces and virial stress
# of error in forces, virial stress, and Born matrix
# adjustable parameters
@ -8,8 +8,10 @@ variable nthermo index 10 # thermo output interval
variable ndump index 500 # dump output interval
variable nlat index 3 # size of box
variable fdelta index 1.0e-4 # displacement size
variable vdelta index 1.0e-6 # strain size
variable vdelta index 1.0e-6 # strain size for numdiff/virial
variable bdelta index 1.0e-8 # strain size for numdiff Born matrix
variable temp index 10.0 # temperature
variable nugget equal 1.0e-6 # regularization for relerr
units metal
atom_style atomic
@ -23,8 +25,8 @@ mass 1 39.903
velocity all create ${temp} 2357 mom yes dist gaussian
pair_style lj/cubic
pair_coeff * * 0.0102701 3.42
pair_style lj/cut 5.0
pair_coeff 1 1 0.0102701 3.42
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
@ -42,7 +44,7 @@ variable ferrsq atom v_ferrx^2+v_ferry^2+v_ferrz^2
compute faverrsq all reduce ave v_ferrsq
variable fsq atom fx^2+fy^2+fz^2
compute favsq all reduce ave v_fsq
variable frelerr equal sqrt(c_faverrsq/c_favsq)
variable frelerr equal sqrt(c_faverrsq/(c_favsq+${nugget}))
dump errors all custom ${ndump} force_error.dump v_ferrx v_ferry v_ferrz
# define numerical virial stress tensor calculation
@ -67,8 +69,59 @@ variable vsq equal "c_myvirial[1]^2 + &
c_myvirial[4]^2 + &
c_myvirial[5]^2 + &
c_myvirial[6]^2"
variable vrelerr equal sqrt(v_verrsq/v_vsq)
variable vrelerr equal sqrt(v_verrsq/(v_vsq+${nugget}))
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr
# define numerical Born matrix calculation
compute bornnum all born/matrix numdiff ${bdelta} myvirial
compute born all born/matrix
variable berr vector c_bornnum-c_born
variable berrsq equal "v_berr[1]^2 + &
v_berr[2]^2 + &
v_berr[3]^2 + &
v_berr[4]^2 + &
v_berr[5]^2 + &
v_berr[6]^2 + &
v_berr[7]^2 + &
v_berr[8]^2 + &
v_berr[9]^2 + &
v_berr[10]^2 + &
v_berr[11]^2 + &
v_berr[12]^2 + &
v_berr[13]^2 + &
v_berr[14]^2 + &
v_berr[15]^2 + &
v_berr[16]^2 + &
v_berr[17]^2 + &
v_berr[18]^2 + &
v_berr[19]^2 + &
v_berr[20]^2 + &
v_berr[21]^2"
variable bsq equal "c_born[1]^2 + &
c_born[2]^2 + &
c_born[3]^2 + &
c_born[4]^2 + &
c_born[5]^2 + &
c_born[6]^2 + &
c_born[7]^2 + &
c_born[8]^2 + &
c_born[9]^2 + &
c_born[10]^2 + &
c_born[11]^2 + &
c_born[12]^2 + &
c_born[13]^2 + &
c_born[14]^2 + &
c_born[15]^2 + &
c_born[16]^2 + &
c_born[17]^2 + &
c_born[18]^2 + &
c_born[19]^2 + &
c_born[20]^2 + &
c_born[21]^2"
variable brelerr equal sqrt(v_berrsq/(v_bsq+${nugget}))
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr v_brelerr
thermo ${nthermo}
run ${nsteps}

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@ -0,0 +1,197 @@
LAMMPS (17 Feb 2022)
# Numerical difference calculation
# of error in forces, virial stress, and Born matrix
# adjustable parameters
variable nsteps index 500 # length of run
variable nthermo index 10 # thermo output interval
variable ndump index 500 # dump output interval
variable nlat index 3 # size of box
variable fdelta index 1.0e-4 # displacement size
variable vdelta index 1.0e-6 # strain size for numdiff/virial
variable bdelta index 1.0e-8 # strain size for numdiff Born matrix
variable temp index 10.0 # temperature
variable nugget equal 1.0e-6 # regularization for relerr
units metal
atom_style atomic
atom_modify map yes
lattice fcc 5.358000
Lattice spacing in x,y,z = 5.358 5.358 5.358
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
region box block 0 3 0 ${nlat} 0 ${nlat}
region box block 0 3 0 3 0 ${nlat}
region box block 0 3 0 3 0 3
create_box 1 box
Created orthogonal box = (0 0 0) to (16.074 16.074 16.074)
1 by 1 by 1 MPI processor grid
create_atoms 1 box
Created 108 atoms
using lattice units in orthogonal box = (0 0 0) to (16.074 16.074 16.074)
create_atoms CPU = 0.000 seconds
mass 1 39.903
velocity all create ${temp} 2357 mom yes dist gaussian
velocity all create 10.0 2357 mom yes dist gaussian
pair_style lj/cut 5.0
pair_coeff 1 1 0.0102701 3.42
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
timestep 0.001
fix nve all nve
# define numerical force calculation
fix numforce all numdiff ${nthermo} ${fdelta}
fix numforce all numdiff 10 ${fdelta}
fix numforce all numdiff 10 1.0e-4
variable ferrx atom f_numforce[1]-fx
variable ferry atom f_numforce[2]-fy
variable ferrz atom f_numforce[3]-fz
variable ferrsq atom v_ferrx^2+v_ferry^2+v_ferrz^2
compute faverrsq all reduce ave v_ferrsq
variable fsq atom fx^2+fy^2+fz^2
compute favsq all reduce ave v_fsq
variable frelerr equal sqrt(c_faverrsq/(c_favsq+${nugget}))
variable frelerr equal sqrt(c_faverrsq/(c_favsq+1e-06))
dump errors all custom ${ndump} force_error.dump v_ferrx v_ferry v_ferrz
dump errors all custom 500 force_error.dump v_ferrx v_ferry v_ferrz
# define numerical virial stress tensor calculation
compute myvirial all pressure NULL virial
fix numvirial all numdiff/virial ${nthermo} ${vdelta}
fix numvirial all numdiff/virial 10 ${vdelta}
fix numvirial all numdiff/virial 10 1.0e-6
variable errxx equal f_numvirial[1]-c_myvirial[1]
variable erryy equal f_numvirial[2]-c_myvirial[2]
variable errzz equal f_numvirial[3]-c_myvirial[3]
variable erryz equal f_numvirial[4]-c_myvirial[6]
variable errxz equal f_numvirial[5]-c_myvirial[5]
variable errxy equal f_numvirial[6]-c_myvirial[4]
variable verrsq equal "v_errxx^2 + v_erryy^2 + v_errzz^2 + v_erryz^2 + v_errxz^2 + v_errxy^2"
variable vsq equal "c_myvirial[1]^2 + c_myvirial[3]^2 + c_myvirial[3]^2 + c_myvirial[4]^2 + c_myvirial[5]^2 + c_myvirial[6]^2"
variable vrelerr equal sqrt(v_verrsq/(v_vsq+${nugget}))
variable vrelerr equal sqrt(v_verrsq/(v_vsq+1e-06))
# define numerical Born matrix calculation
compute bornnum all born/matrix numdiff ${bdelta} myvirial
compute bornnum all born/matrix numdiff 1.0e-8 myvirial
compute born all born/matrix
variable berr vector c_bornnum-c_born
variable berrsq equal "v_berr[1]^2 + v_berr[2]^2 + v_berr[3]^2 + v_berr[4]^2 + v_berr[5]^2 + v_berr[6]^2 + v_berr[7]^2 + v_berr[8]^2 + v_berr[9]^2 + v_berr[10]^2 + v_berr[11]^2 + v_berr[12]^2 + v_berr[13]^2 + v_berr[14]^2 + v_berr[15]^2 + v_berr[16]^2 + v_berr[17]^2 + v_berr[18]^2 + v_berr[19]^2 + v_berr[20]^2 + v_berr[21]^2"
variable bsq equal "c_born[1]^2 + c_born[2]^2 + c_born[3]^2 + c_born[4]^2 + c_born[5]^2 + c_born[6]^2 + c_born[7]^2 + c_born[8]^2 + c_born[9]^2 + c_born[10]^2 + c_born[11]^2 + c_born[12]^2 + c_born[13]^2 + c_born[14]^2 + c_born[15]^2 + c_born[16]^2 + c_born[17]^2 + c_born[18]^2 + c_born[19]^2 + c_born[20]^2 + c_born[21]^2"
variable brelerr equal sqrt(v_berrsq/(v_bsq+${nugget}))
variable brelerr equal sqrt(v_berrsq/(v_bsq+1e-06))
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr v_brelerr
thermo ${nthermo}
thermo 10
run ${nsteps}
run 500
generated 0 of 0 mixed pair_coeff terms from geometric mixing rule
Neighbor list info ...
update every 1 steps, delay 0 steps, check no
max neighbors/atom: 2000, page size: 100000
master list distance cutoff = 5
ghost atom cutoff = 5
binsize = 2.5, bins = 7 7 7
2 neighbor lists, perpetual/occasional/extra = 1 1 0
(1) pair lj/cut, perpetual
attributes: half, newton on
pair build: half/bin/atomonly/newton
stencil: half/bin/3d
bin: standard
(2) compute born/matrix, occasional, copy from (1)
attributes: half, newton on
pair build: copy
stencil: none
bin: none
Per MPI rank memory allocation (min/avg/max) = 6.823 | 6.823 | 6.823 Mbytes
Step Temp PotEng TotEng Press v_frelerr v_vrelerr v_brelerr
0 10 -6.6101864 -6.471878 947.70558 5.7012262e-09 1.4849734e-08 9.036398e-09
10 9.9357441 -6.6092976 -6.471878 949.3486 1.3828998e-08 1.9248385e-09 4.0233493e-09
20 9.7444561 -6.6066519 -6.4718779 954.23637 1.385204e-08 1.7476399e-09 4.0061081e-09
30 9.4311148 -6.6023181 -6.4718779 962.23331 1.4147226e-08 1.7647816e-09 3.3866543e-09
40 9.0043293 -6.5964152 -6.4718778 973.10762 1.4128155e-08 1.6390138e-09 3.2652821e-09
50 8.4762135 -6.5891108 -6.4718777 986.53572 1.4168048e-08 2.3910821e-09 4.7266627e-09
60 7.8621735 -6.5806179 -6.4718775 1002.1092 1.411958e-08 2.0683414e-09 2.6951001e-09
70 7.1805874 -6.5711908 -6.4718773 1019.3448 1.4139911e-08 1.6084571e-09 3.1477301e-09
80 6.4523557 -6.5611186 -6.4718771 1037.6974 1.4105096e-08 1.9929271e-09 3.4733802e-09
90 5.7003071 -6.5507169 -6.4718769 1056.5767 1.4084183e-08 1.750579e-09 4.310104e-09
100 4.9484503 -6.5403179 -6.4718767 1075.3674 1.4063796e-08 1.0250271e-09 2.9213594e-09
110 4.221081 -6.5302576 -6.4718765 1093.4526 1.400901e-08 1.389277e-09 4.3909721e-09
120 3.5417733 -6.520862 -6.4718763 1110.2388 1.4038158e-08 8.6231891e-10 2.5890696e-09
130 2.9323072 -6.5124324 -6.4718762 1125.183 1.4048645e-08 7.0840985e-10 3.388192e-09
140 2.411607 -6.5052306 -6.471876 1137.8182 1.3968429e-08 1.8508015e-09 3.2976031e-09
150 1.9947801 -6.4994654 -6.4718759 1147.7764 1.395965e-08 1.9484728e-09 4.2924605e-09
160 1.6923481 -6.4952825 -6.4718759 1154.8063 1.3948606e-08 1.5275137e-09 4.0204309e-09
170 1.5097515 -6.492757 -6.4718759 1158.7853 1.3845523e-08 1.5455e-09 4.8781309e-09
180 1.4471795 -6.4918916 -6.4718759 1159.7221 1.3788451e-08 1.578099e-09 3.0795316e-09
190 1.4997431 -6.4926187 -6.471876 1157.7529 1.374841e-08 2.142073e-09 2.4376961e-09
200 1.6579637 -6.4948072 -6.4718761 1153.1286 1.3674788e-08 2.111894e-09 3.7055708e-09
210 1.908522 -6.4982727 -6.4718763 1146.1965 1.3639408e-08 1.2386489e-09 3.160881e-09
220 2.23518 -6.5027908 -6.4718764 1137.3775 1.3524209e-08 1.7016573e-09 3.6982265e-09
230 2.6197892 -6.5081105 -6.4718766 1127.1415 1.3344007e-08 1.5843477e-09 3.7272821e-09
240 3.043298 -6.5139681 -6.4718768 1115.9815 1.3245227e-08 1.5502368e-09 3.898015e-09
250 3.4866901 -6.5201007 -6.4718769 1104.3906 1.3080142e-08 1.369987e-09 4.9133863e-09
260 3.9318061 -6.5262572 -6.4718771 1092.84 1.2885339e-08 1.0743728e-09 5.7271364e-09
270 4.3620216 -6.5322076 -6.4718772 1081.7617 1.2705966e-08 1.3618619e-09 2.3225062e-09
280 4.7627723 -6.5377504 -6.4718773 1071.5341 1.2480463e-08 1.4346869e-09 3.281167e-09
290 5.1219322 -6.542718 -6.4718774 1062.4716 1.2434727e-08 2.1935942e-09 2.8198924e-09
300 5.4300557 -6.5469796 -6.4718774 1054.8177 1.2321314e-08 8.2365886e-10 3.2731015e-09
310 5.6804997 -6.5504435 -6.4718774 1048.7409 1.2300884e-08 1.4855741e-09 4.1031988e-09
320 5.8694423 -6.5530567 -6.4718774 1044.3341 1.2483087e-08 1.8711589e-09 3.9368436e-09
330 5.9958115 -6.5548045 -6.4718774 1041.6165 1.2627617e-08 1.9256986e-09 4.3283764e-09
340 6.0611353 -6.555708 -6.4718774 1040.5369 1.2935701e-08 1.6609255e-09 3.8728039e-09
350 6.0693222 -6.5558211 -6.4718773 1040.9803 1.3218179e-08 1.985355e-09 2.618577e-09
360 6.0263776 -6.5552271 -6.4718773 1042.7755 1.3471701e-08 1.5125203e-09 2.936238e-09
370 5.9400629 -6.5540332 -6.4718772 1045.7049 1.3676495e-08 1.7364093e-09 2.9097362e-09
380 5.8195019 -6.5523657 -6.4718771 1049.515 1.3859995e-08 1.6834835e-09 2.7416302e-09
390 5.6747442 -6.5503635 -6.471877 1053.9288 1.3987553e-08 1.7893896e-09 2.8552537e-09
400 5.5162948 -6.5481719 -6.4718769 1058.6583 1.4091878e-08 1.4468098e-09 3.2733654e-09
410 5.3546269 -6.5459358 -6.4718768 1063.4182 1.4188438e-08 1.7231047e-09 3.3165187e-09
420 5.1996958 -6.5437929 -6.4718768 1067.9384 1.4205207e-08 1.3551982e-09 3.8687611e-09
430 5.0604771 -6.5418673 -6.4718767 1071.9767 1.4267199e-08 1.361845e-09 3.1210672e-09
440 4.9445529 -6.5402639 -6.4718766 1075.3292 1.4253464e-08 1.3945282e-09 2.6483572e-09
450 4.8577717 -6.5390637 -6.4718766 1077.8394 1.4240998e-08 1.8767323e-09 3.2040422e-09
460 4.8040023 -6.53832 -6.4718766 1079.4048 1.4242259e-08 1.4785379e-09 3.4402279e-09
470 4.7849977 -6.5380571 -6.4718766 1079.9795 1.4227939e-08 1.8623848e-09 4.3634918e-09
480 4.8003794 -6.5382699 -6.4718766 1079.5756 1.4215836e-08 1.2821795e-09 2.6846581e-09
490 4.8477405 -6.538925 -6.4718767 1078.2596 1.4186541e-08 2.47604e-09 3.2044632e-09
500 4.9228588 -6.539964 -6.4718767 1076.1469 1.4099819e-08 1.6653302e-09 3.267113e-09
Loop time of 0.458483 on 1 procs for 500 steps with 108 atoms
Performance: 94.224 ns/day, 0.255 hours/ns, 1090.552 timesteps/s
99.7% CPU use with 1 MPI tasks x no OpenMP threads
MPI task timing breakdown:
Section | min time | avg time | max time |%varavg| %total
---------------------------------------------------------------
Pair | 0.0042278 | 0.0042278 | 0.0042278 | 0.0 | 0.92
Neigh | 0.02481 | 0.02481 | 0.02481 | 0.0 | 5.41
Comm | 0.002944 | 0.002944 | 0.002944 | 0.0 | 0.64
Output | 0.014731 | 0.014731 | 0.014731 | 0.0 | 3.21
Modify | 0.41122 | 0.41122 | 0.41122 | 0.0 | 89.69
Other | | 0.0005545 | | | 0.12
Nlocal: 108 ave 108 max 108 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Nghost: 256 ave 256 max 256 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Neighs: 648 ave 648 max 648 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Total # of neighbors = 648
Ave neighs/atom = 6
Neighbor list builds = 500
Dangerous builds not checked
Total wall time: 0:00:00

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@ -0,0 +1,197 @@
LAMMPS (17 Feb 2022)
# Numerical difference calculation
# of error in forces, virial stress, and Born matrix
# adjustable parameters
variable nsteps index 500 # length of run
variable nthermo index 10 # thermo output interval
variable ndump index 500 # dump output interval
variable nlat index 3 # size of box
variable fdelta index 1.0e-4 # displacement size
variable vdelta index 1.0e-6 # strain size for numdiff/virial
variable bdelta index 1.0e-8 # strain size for numdiff Born matrix
variable temp index 10.0 # temperature
variable nugget equal 1.0e-6 # regularization for relerr
units metal
atom_style atomic
atom_modify map yes
lattice fcc 5.358000
Lattice spacing in x,y,z = 5.358 5.358 5.358
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
region box block 0 3 0 ${nlat} 0 ${nlat}
region box block 0 3 0 3 0 ${nlat}
region box block 0 3 0 3 0 3
create_box 1 box
Created orthogonal box = (0 0 0) to (16.074 16.074 16.074)
1 by 2 by 2 MPI processor grid
create_atoms 1 box
Created 108 atoms
using lattice units in orthogonal box = (0 0 0) to (16.074 16.074 16.074)
create_atoms CPU = 0.000 seconds
mass 1 39.903
velocity all create ${temp} 2357 mom yes dist gaussian
velocity all create 10.0 2357 mom yes dist gaussian
pair_style lj/cut 5.0
pair_coeff 1 1 0.0102701 3.42
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
timestep 0.001
fix nve all nve
# define numerical force calculation
fix numforce all numdiff ${nthermo} ${fdelta}
fix numforce all numdiff 10 ${fdelta}
fix numforce all numdiff 10 1.0e-4
variable ferrx atom f_numforce[1]-fx
variable ferry atom f_numforce[2]-fy
variable ferrz atom f_numforce[3]-fz
variable ferrsq atom v_ferrx^2+v_ferry^2+v_ferrz^2
compute faverrsq all reduce ave v_ferrsq
variable fsq atom fx^2+fy^2+fz^2
compute favsq all reduce ave v_fsq
variable frelerr equal sqrt(c_faverrsq/(c_favsq+${nugget}))
variable frelerr equal sqrt(c_faverrsq/(c_favsq+1e-06))
dump errors all custom ${ndump} force_error.dump v_ferrx v_ferry v_ferrz
dump errors all custom 500 force_error.dump v_ferrx v_ferry v_ferrz
# define numerical virial stress tensor calculation
compute myvirial all pressure NULL virial
fix numvirial all numdiff/virial ${nthermo} ${vdelta}
fix numvirial all numdiff/virial 10 ${vdelta}
fix numvirial all numdiff/virial 10 1.0e-6
variable errxx equal f_numvirial[1]-c_myvirial[1]
variable erryy equal f_numvirial[2]-c_myvirial[2]
variable errzz equal f_numvirial[3]-c_myvirial[3]
variable erryz equal f_numvirial[4]-c_myvirial[6]
variable errxz equal f_numvirial[5]-c_myvirial[5]
variable errxy equal f_numvirial[6]-c_myvirial[4]
variable verrsq equal "v_errxx^2 + v_erryy^2 + v_errzz^2 + v_erryz^2 + v_errxz^2 + v_errxy^2"
variable vsq equal "c_myvirial[1]^2 + c_myvirial[3]^2 + c_myvirial[3]^2 + c_myvirial[4]^2 + c_myvirial[5]^2 + c_myvirial[6]^2"
variable vrelerr equal sqrt(v_verrsq/(v_vsq+${nugget}))
variable vrelerr equal sqrt(v_verrsq/(v_vsq+1e-06))
# define numerical Born matrix calculation
compute bornnum all born/matrix numdiff ${bdelta} myvirial
compute bornnum all born/matrix numdiff 1.0e-8 myvirial
compute born all born/matrix
variable berr vector c_bornnum-c_born
variable berrsq equal "v_berr[1]^2 + v_berr[2]^2 + v_berr[3]^2 + v_berr[4]^2 + v_berr[5]^2 + v_berr[6]^2 + v_berr[7]^2 + v_berr[8]^2 + v_berr[9]^2 + v_berr[10]^2 + v_berr[11]^2 + v_berr[12]^2 + v_berr[13]^2 + v_berr[14]^2 + v_berr[15]^2 + v_berr[16]^2 + v_berr[17]^2 + v_berr[18]^2 + v_berr[19]^2 + v_berr[20]^2 + v_berr[21]^2"
variable bsq equal "c_born[1]^2 + c_born[2]^2 + c_born[3]^2 + c_born[4]^2 + c_born[5]^2 + c_born[6]^2 + c_born[7]^2 + c_born[8]^2 + c_born[9]^2 + c_born[10]^2 + c_born[11]^2 + c_born[12]^2 + c_born[13]^2 + c_born[14]^2 + c_born[15]^2 + c_born[16]^2 + c_born[17]^2 + c_born[18]^2 + c_born[19]^2 + c_born[20]^2 + c_born[21]^2"
variable brelerr equal sqrt(v_berrsq/(v_bsq+${nugget}))
variable brelerr equal sqrt(v_berrsq/(v_bsq+1e-06))
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr v_brelerr
thermo ${nthermo}
thermo 10
run ${nsteps}
run 500
generated 0 of 0 mixed pair_coeff terms from geometric mixing rule
Neighbor list info ...
update every 1 steps, delay 0 steps, check no
max neighbors/atom: 2000, page size: 100000
master list distance cutoff = 5
ghost atom cutoff = 5
binsize = 2.5, bins = 7 7 7
2 neighbor lists, perpetual/occasional/extra = 1 1 0
(1) pair lj/cut, perpetual
attributes: half, newton on
pair build: half/bin/atomonly/newton
stencil: half/bin/3d
bin: standard
(2) compute born/matrix, occasional, copy from (1)
attributes: half, newton on
pair build: copy
stencil: none
bin: none
Per MPI rank memory allocation (min/avg/max) = 6.816 | 6.816 | 6.816 Mbytes
Step Temp PotEng TotEng Press v_frelerr v_vrelerr v_brelerr
0 10 -6.6101864 -6.471878 947.70558 1.9110624e-09 9.4407596e-10 3.1867416e-09
10 9.9369961 -6.6093149 -6.471878 949.31222 1.3055176e-08 4.996456e-10 2.7421655e-09
20 9.7500224 -6.6067289 -6.4718779 954.07898 1.3721178e-08 5.6039795e-10 2.3689718e-09
30 9.4448115 -6.6025075 -6.4718779 961.85502 1.3813156e-08 6.8451692e-10 1.9844663e-09
40 9.0305392 -6.5967776 -6.4718777 972.39819 1.3961749e-08 3.1134064e-10 1.7915052e-09
50 8.5196068 -6.5897109 -6.4718776 985.38158 1.3996941e-08 7.0149406e-10 2.002272e-09
60 7.9273388 -6.5815192 -6.4718775 1000.4024 1.4000005e-08 3.5766629e-10 2.4944703e-09
70 7.2715879 -6.5724494 -6.4718773 1016.9932 1.3996503e-08 6.2731503e-10 1.7010533e-09
80 6.5722375 -6.5627766 -6.4718771 1034.6361 1.3973603e-08 3.1142917e-10 2.808524e-09
90 5.8505991 -6.5527956 -6.4718769 1052.7794 1.3983301e-08 3.9931135e-10 2.6118214e-09
100 5.128708 -6.542811 -6.4718767 1070.8561 1.395586e-08 2.3152413e-10 2.8742755e-09
110 4.4285344 -6.5331269 -6.4718766 1088.305 1.3938374e-08 4.2173005e-10 2.3059886e-09
120 3.7711361 -6.5240343 -6.4718764 1104.5919 1.3915264e-08 2.5458038e-10 1.4864012e-09
130 3.1757964 -6.5158002 -6.4718762 1119.2319 1.3858843e-08 5.7490448e-10 2.6191823e-09
140 2.6591997 -6.5086551 -6.4718761 1131.8095 1.3814891e-08 3.5434633e-10 2.2009364e-09
150 2.2347034 -6.5027839 -6.471876 1141.9961 1.3781115e-08 5.0639594e-10 2.9032558e-09
160 1.9117661 -6.4983173 -6.471876 1149.564 1.3734288e-08 3.1954962e-10 2.6097446e-09
170 1.6955808 -6.4953273 -6.471876 1154.3946 1.3682252e-08 3.5426781e-10 2.9605676e-09
180 1.586949 -6.4938249 -6.471876 1156.4812 1.363e-08 4.0804881e-10 2.1707904e-09
190 1.5824056 -6.4937621 -6.4718761 1155.925 1.3532637e-08 4.0767685e-10 3.0091462e-09
200 1.6745831 -6.4950371 -6.4718762 1152.926 1.3455927e-08 2.953369e-10 2.5029298e-09
210 1.8527803 -6.4975018 -6.4718763 1147.7684 1.335224e-08 3.5042319e-10 3.0550064e-09
220 2.1036825 -6.5009721 -6.4718764 1140.8026 1.3239176e-08 3.5988448e-10 2.6852683e-09
230 2.4121721 -6.5052389 -6.4718766 1132.4243 1.3090019e-08 3.5004036e-10 2.8838602e-09
240 2.7621668 -6.5100798 -6.4718767 1123.0538 1.2946525e-08 4.1216361e-10 2.1105916e-09
250 3.1374274 -6.5152701 -6.4718768 1113.1152 1.277789e-08 5.9848318e-10 2.3087106e-09
260 3.5222906 -6.5205932 -6.471877 1103.0171 1.2591089e-08 2.0080182e-10 1.6969069e-09
270 3.9022942 -6.5258491 -6.4718771 1093.1369 1.2432232e-08 4.2494727e-10 1.7375594e-09
280 4.2646753 -6.5308612 -6.4718772 1083.8072 1.2268238e-08 6.1239266e-10 1.7005135e-09
290 4.598736 -6.5354816 -6.4718772 1075.306 1.2181179e-08 4.9338341e-10 2.1326848e-09
300 4.896078 -6.5395941 -6.4718773 1067.85 1.2098274e-08 3.4564838e-10 2.4199891e-09
310 5.150715 -6.543116 -6.4718773 1061.5918 1.2184958e-08 4.2383299e-10 2.2243759e-09
320 5.3590742 -6.5459978 -6.4718773 1056.6189 1.2312948e-08 3.5194185e-10 1.3856935e-09
330 5.5199009 -6.5482222 -6.4718773 1052.9565 1.2573918e-08 4.2401322e-10 2.9882e-09
340 5.6340787 -6.5498013 -6.4718773 1050.5719 1.2821551e-08 5.8802825e-10 2.7333289e-09
350 5.7043792 -6.5507736 -6.4718772 1049.3813 1.3067314e-08 4.0014945e-10 2.3564728e-09
360 5.7351548 -6.5511992 -6.4718772 1049.2581 1.331283e-08 4.1684815e-10 1.735621e-09
370 5.7319891 -6.5511553 -6.4718771 1050.042 1.354018e-08 3.8495426e-10 2.4460056e-09
380 5.7013193 -6.5507311 -6.4718771 1051.5496 1.3734888e-08 3.5333605e-10 2.5174342e-09
390 5.6500487 -6.5500219 -6.471877 1053.5847 1.3892287e-08 3.8154957e-10 1.77358e-09
400 5.5851679 -6.5491245 -6.471877 1055.9489 1.3988171e-08 5.8769536e-10 1.9262201e-09
410 5.5134009 -6.5481319 -6.4718769 1058.4508 1.4088779e-08 3.6754739e-10 2.7586362e-09
420 5.4408957 -6.547129 -6.4718769 1060.9152 1.4139924e-08 4.9030281e-10 3.2871245e-09
430 5.3729707 -6.5461895 -6.4718768 1063.1898 1.4173041e-08 5.2345074e-10 3.5995984e-09
440 5.3139284 -6.5453729 -6.4718768 1065.1506 1.4191516e-08 5.9481094e-10 2.5005297e-09
450 5.2669383 -6.5447229 -6.4718768 1066.7054 1.4168424e-08 3.0799668e-10 2.0864191e-09
460 5.2339881 -6.5442672 -6.4718768 1067.7958 1.4163444e-08 6.3927736e-10 2.2872669e-09
470 5.2158979 -6.544017 -6.4718768 1068.3968 1.413819e-08 5.5108262e-10 4.4334972e-09
480 5.2123873 -6.5439685 -6.4718768 1068.5155 1.4083227e-08 3.9249548e-10 2.5568235e-09
490 5.2221849 -6.544104 -6.4718768 1068.188 1.4035287e-08 2.1988631e-10 2.1264034e-09
500 5.2431716 -6.5443943 -6.4718768 1067.4759 1.3968666e-08 3.9100701e-10 3.290368e-09
Loop time of 0.170182 on 4 procs for 500 steps with 108 atoms
Performance: 253.846 ns/day, 0.095 hours/ns, 2938.035 timesteps/s
99.7% CPU use with 4 MPI tasks x no OpenMP threads
MPI task timing breakdown:
Section | min time | avg time | max time |%varavg| %total
---------------------------------------------------------------
Pair | 0.0012069 | 0.0012994 | 0.0013512 | 0.2 | 0.76
Neigh | 0.0048233 | 0.0050244 | 0.0053881 | 0.3 | 2.95
Comm | 0.0072462 | 0.0078013 | 0.008175 | 0.4 | 4.58
Output | 0.0080632 | 0.0081244 | 0.0082899 | 0.1 | 4.77
Modify | 0.1476 | 0.14764 | 0.14768 | 0.0 | 86.75
Other | | 0.0002961 | | | 0.17
Nlocal: 27 ave 31 max 24 min
Histogram: 1 0 1 0 1 0 0 0 0 1
Nghost: 135 ave 138 max 131 min
Histogram: 1 0 0 0 0 1 0 1 0 1
Neighs: 162 ave 191 max 148 min
Histogram: 1 2 0 0 0 0 0 0 0 1
Total # of neighbors = 648
Ave neighs/atom = 6
Neighbor list builds = 500
Dangerous builds not checked
Total wall time: 0:00:00

View File

@ -1,175 +0,0 @@
LAMMPS (7 Jan 2022)
# Numerical difference calculation
# of error in forces and virial stress
# adjustable parameters
variable nsteps index 500 # length of run
variable nthermo index 10 # thermo output interval
variable ndump index 500 # dump output interval
variable nlat index 3 # size of box
variable fdelta index 1.0e-4 # displacement size
variable vdelta index 1.0e-6 # strain size
variable temp index 10.0 # temperature
units metal
atom_style atomic
atom_modify map yes
lattice fcc 5.358000
Lattice spacing in x,y,z = 5.358 5.358 5.358
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
region box block 0 3 0 ${nlat} 0 ${nlat}
region box block 0 3 0 3 0 ${nlat}
region box block 0 3 0 3 0 3
create_box 1 box
Created orthogonal box = (0 0 0) to (16.074 16.074 16.074)
1 by 1 by 1 MPI processor grid
create_atoms 1 box
Created 108 atoms
using lattice units in orthogonal box = (0 0 0) to (16.074 16.074 16.074)
create_atoms CPU = 0.000 seconds
mass 1 39.903
velocity all create ${temp} 2357 mom yes dist gaussian
velocity all create 10.0 2357 mom yes dist gaussian
pair_style lj/cubic
pair_coeff * * 0.0102701 3.42
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
timestep 0.001
fix nve all nve
# define numerical force calculation
fix numforce all numdiff ${nthermo} ${fdelta}
fix numforce all numdiff 10 ${fdelta}
fix numforce all numdiff 10 1.0e-4
variable ferrx atom f_numforce[1]-fx
variable ferry atom f_numforce[2]-fy
variable ferrz atom f_numforce[3]-fz
variable ferrsq atom v_ferrx^2+v_ferry^2+v_ferrz^2
compute faverrsq all reduce ave v_ferrsq
variable fsq atom fx^2+fy^2+fz^2
compute favsq all reduce ave v_fsq
variable frelerr equal sqrt(c_faverrsq/c_favsq)
dump errors all custom ${ndump} force_error.dump v_ferrx v_ferry v_ferrz
dump errors all custom 500 force_error.dump v_ferrx v_ferry v_ferrz
# define numerical virial stress tensor calculation
compute myvirial all pressure NULL virial
fix numvirial all numdiff/virial ${nthermo} ${vdelta}
fix numvirial all numdiff/virial 10 ${vdelta}
fix numvirial all numdiff/virial 10 1.0e-6
variable errxx equal f_numvirial[1]-c_myvirial[1]
variable erryy equal f_numvirial[2]-c_myvirial[2]
variable errzz equal f_numvirial[3]-c_myvirial[3]
variable erryz equal f_numvirial[4]-c_myvirial[6]
variable errxz equal f_numvirial[5]-c_myvirial[5]
variable errxy equal f_numvirial[6]-c_myvirial[4]
variable verrsq equal "v_errxx^2 + v_erryy^2 + v_errzz^2 + v_erryz^2 + v_errxz^2 + v_errxy^2"
variable vsq equal "c_myvirial[1]^2 + c_myvirial[3]^2 + c_myvirial[3]^2 + c_myvirial[4]^2 + c_myvirial[5]^2 + c_myvirial[6]^2"
variable vrelerr equal sqrt(v_verrsq/v_vsq)
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr
thermo ${nthermo}
thermo 10
run ${nsteps}
run 500
generated 0 of 0 mixed pair_coeff terms from geometric mixing rule
Neighbor list info ...
update every 1 steps, delay 0 steps, check no
max neighbors/atom: 2000, page size: 100000
master list distance cutoff = 5.9407173
ghost atom cutoff = 5.9407173
binsize = 2.9703587, bins = 6 6 6
1 neighbor lists, perpetual/occasional/extra = 1 0 0
(1) pair lj/cubic, perpetual
attributes: half, newton on
pair build: half/bin/atomonly/newton
stencil: half/bin/3d
bin: standard
Per MPI rank memory allocation (min/avg/max) = 6.083 | 6.083 | 6.083 Mbytes
Step Temp PotEng TotEng Press v_frelerr v_vrelerr
0 10 -7.0259569 -6.8876486 28.564278 19203.344 1.5660292e-06
10 9.9376583 -7.0250947 -6.8876486 30.254762 1.5040965e-08 2.1991382e-07
20 9.7520139 -7.022527 -6.8876485 35.28505 1.4756358e-08 2.6265315e-06
30 9.4477557 -7.0183188 -6.8876485 43.519863 1.4688198e-08 2.6356166e-07
40 9.0330215 -7.0125826 -6.8876484 54.727797 1.4637921e-08 5.2292327e-08
50 8.5192918 -7.0054772 -6.8876483 68.585553 1.4587854e-08 7.1324716e-08
60 7.9212026 -6.997205 -6.8876481 84.684636 1.4525561e-08 3.1108149e-08
70 7.2562592 -6.9880081 -6.8876479 102.54088 1.450885e-08 3.2311094e-08
80 6.5444294 -6.9781627 -6.8876478 121.60715 1.4444738e-08 2.1776998e-08
90 5.8075961 -6.9679715 -6.8876476 141.2895 1.4493562e-08 2.0400898e-08
100 5.0688629 -6.957754 -6.8876474 160.9668 1.445455e-08 1.2636688e-08
110 4.3517145 -6.947835 -6.8876472 180.0135 1.4460371e-08 1.2528038e-08
120 3.6790589 -6.9385314 -6.887647 197.82486 1.4371757e-08 1.4489522e-08
130 3.0721984 -6.9301379 -6.8876468 213.84331 1.4364708e-08 1.2461922e-08
140 2.5497991 -6.9229125 -6.8876467 227.58429 1.4330926e-08 9.3913926e-09
150 2.1269443 -6.917064 -6.8876466 238.6596 1.4287002e-08 4.1510266e-09
160 1.8143642 -6.9127407 -6.8876465 246.79599 1.4282669e-08 7.7048281e-09
170 1.6179191 -6.9100237 -6.8876465 251.84748 1.42726e-08 1.2719973e-08
180 1.5383946 -6.9089239 -6.8876466 253.79991 1.4236534e-08 8.1200831e-09
190 1.5716287 -6.9093836 -6.8876467 252.76745 1.41706e-08 6.5670612e-09
200 1.7089493 -6.911283 -6.8876468 248.98142 1.4096463e-08 1.1685863e-08
210 1.9378716 -6.9144493 -6.8876469 242.77289 1.4008978e-08 1.1226902e-08
220 2.2429731 -6.9186692 -6.887647 234.55055 1.3886901e-08 9.9914102e-09
230 2.606862 -6.9237023 -6.8876472 224.77626 1.3864576e-08 1.1540228e-08
240 3.0111524 -6.9292941 -6.8876474 213.93996 1.3696314e-08 1.1697747e-08
250 3.4373794 -6.9351893 -6.8876475 202.53583 1.3626701e-08 1.0398197e-08
260 3.8678047 -6.9411426 -6.8876476 191.04084 1.3489489e-08 6.6603364e-09
270 4.2860853 -6.9469279 -6.8876478 179.89646 1.3312014e-08 1.1687917e-08
280 4.6777954 -6.9523457 -6.8876479 169.49404 1.3081144e-08 1.1336675e-08
290 5.030805 -6.9572282 -6.887648 160.16371 1.2947385e-08 1.7342825e-08
300 5.3355278 -6.9614428 -6.887648 152.16682 1.2893673e-08 1.7510534e-08
310 5.5850532 -6.964894 -6.887648 145.69148 1.2842022e-08 1.2782546e-08
320 5.7751794 -6.9675236 -6.8876481 140.85102 1.2903488e-08 1.5319437e-08
330 5.9043601 -6.9693103 -6.887648 137.68497 1.3076809e-08 1.1208999e-08
340 5.9735784 -6.9702676 -6.887648 136.16232 1.3296904e-08 1.891087e-08
350 5.9861549 -6.9704415 -6.887648 136.18679 1.3504051e-08 2.5783601e-08
360 5.947496 -6.9699067 -6.8876479 137.60397 1.3731112e-08 2.0556839e-08
370 5.8647874 -6.9687627 -6.8876478 140.2101 1.4009878e-08 2.1771736e-08
380 5.7466376 -6.9671285 -6.8876477 143.76234 1.4092054e-08 1.1085162e-08
390 5.6026773 -6.9651374 -6.8876477 147.99019 1.4282872e-08 2.0221602e-08
400 5.4431231 -6.9629305 -6.8876476 152.60787 1.4317739e-08 1.7076065e-08
410 5.2783192 -6.960651 -6.8876475 157.32722 1.4415075e-08 2.5031776e-08
420 5.1182723 -6.9584374 -6.8876474 161.87063 1.4441435e-08 2.2519289e-08
430 4.9722 -6.956417 -6.8876473 165.98344 1.4550624e-08 2.4512613e-08
440 4.8481153 -6.9547008 -6.8876473 169.44527 1.4544672e-08 1.4758301e-08
450 4.7524707 -6.9533779 -6.8876472 172.07964 1.4546492e-08 1.324687e-08
460 4.6898817 -6.9525122 -6.8876472 173.76132 1.4537475e-08 1.351367e-08
470 4.6629495 -6.9521397 -6.8876472 174.42109 1.4530458e-08 1.521106e-08
480 4.6721922 -6.9522675 -6.8876472 174.04742 1.4543785e-08 1.0905422e-08
490 4.7160887 -6.9528747 -6.8876473 172.68525 1.4545591e-08 2.0128525e-08
500 4.7912313 -6.953914 -6.8876473 170.43183 1.4438981e-08 1.6062775e-08
Loop time of 0.837333 on 1 procs for 500 steps with 108 atoms
Performance: 51.592 ns/day, 0.465 hours/ns, 597.134 timesteps/s
99.8% CPU use with 1 MPI tasks x no OpenMP threads
MPI task timing breakdown:
Section | min time | avg time | max time |%varavg| %total
---------------------------------------------------------------
Pair | 0.0097726 | 0.0097726 | 0.0097726 | 0.0 | 1.17
Neigh | 0.03095 | 0.03095 | 0.03095 | 0.0 | 3.70
Comm | 0.005564 | 0.005564 | 0.005564 | 0.0 | 0.66
Output | 0.0042451 | 0.0042451 | 0.0042451 | 0.0 | 0.51
Modify | 0.78618 | 0.78618 | 0.78618 | 0.0 | 93.89
Other | | 0.0006258 | | | 0.07
Nlocal: 108 ave 108 max 108 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Nghost: 558 ave 558 max 558 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Neighs: 972 ave 972 max 972 min
Histogram: 1 0 0 0 0 0 0 0 0 0
Total # of neighbors = 972
Ave neighs/atom = 9
Neighbor list builds = 500
Dangerous builds not checked
Total wall time: 0:00:00

View File

@ -1,175 +0,0 @@
LAMMPS (7 Jan 2022)
# Numerical difference calculation
# of error in forces and virial stress
# adjustable parameters
variable nsteps index 500 # length of run
variable nthermo index 10 # thermo output interval
variable ndump index 500 # dump output interval
variable nlat index 3 # size of box
variable fdelta index 1.0e-4 # displacement size
variable vdelta index 1.0e-6 # strain size
variable temp index 10.0 # temperature
units metal
atom_style atomic
atom_modify map yes
lattice fcc 5.358000
Lattice spacing in x,y,z = 5.358 5.358 5.358
region box block 0 ${nlat} 0 ${nlat} 0 ${nlat}
region box block 0 3 0 ${nlat} 0 ${nlat}
region box block 0 3 0 3 0 ${nlat}
region box block 0 3 0 3 0 3
create_box 1 box
Created orthogonal box = (0 0 0) to (16.074 16.074 16.074)
1 by 2 by 2 MPI processor grid
create_atoms 1 box
Created 108 atoms
using lattice units in orthogonal box = (0 0 0) to (16.074 16.074 16.074)
create_atoms CPU = 0.000 seconds
mass 1 39.903
velocity all create ${temp} 2357 mom yes dist gaussian
velocity all create 10.0 2357 mom yes dist gaussian
pair_style lj/cubic
pair_coeff * * 0.0102701 3.42
neighbor 0.0 bin
neigh_modify every 1 delay 0 check no
timestep 0.001
fix nve all nve
# define numerical force calculation
fix numforce all numdiff ${nthermo} ${fdelta}
fix numforce all numdiff 10 ${fdelta}
fix numforce all numdiff 10 1.0e-4
variable ferrx atom f_numforce[1]-fx
variable ferry atom f_numforce[2]-fy
variable ferrz atom f_numforce[3]-fz
variable ferrsq atom v_ferrx^2+v_ferry^2+v_ferrz^2
compute faverrsq all reduce ave v_ferrsq
variable fsq atom fx^2+fy^2+fz^2
compute favsq all reduce ave v_fsq
variable frelerr equal sqrt(c_faverrsq/c_favsq)
dump errors all custom ${ndump} force_error.dump v_ferrx v_ferry v_ferrz
dump errors all custom 500 force_error.dump v_ferrx v_ferry v_ferrz
# define numerical virial stress tensor calculation
compute myvirial all pressure NULL virial
fix numvirial all numdiff/virial ${nthermo} ${vdelta}
fix numvirial all numdiff/virial 10 ${vdelta}
fix numvirial all numdiff/virial 10 1.0e-6
variable errxx equal f_numvirial[1]-c_myvirial[1]
variable erryy equal f_numvirial[2]-c_myvirial[2]
variable errzz equal f_numvirial[3]-c_myvirial[3]
variable erryz equal f_numvirial[4]-c_myvirial[6]
variable errxz equal f_numvirial[5]-c_myvirial[5]
variable errxy equal f_numvirial[6]-c_myvirial[4]
variable verrsq equal "v_errxx^2 + v_erryy^2 + v_errzz^2 + v_erryz^2 + v_errxz^2 + v_errxy^2"
variable vsq equal "c_myvirial[1]^2 + c_myvirial[3]^2 + c_myvirial[3]^2 + c_myvirial[4]^2 + c_myvirial[5]^2 + c_myvirial[6]^2"
variable vrelerr equal sqrt(v_verrsq/v_vsq)
thermo_style custom step temp pe etotal press v_frelerr v_vrelerr
thermo ${nthermo}
thermo 10
run ${nsteps}
run 500
generated 0 of 0 mixed pair_coeff terms from geometric mixing rule
Neighbor list info ...
update every 1 steps, delay 0 steps, check no
max neighbors/atom: 2000, page size: 100000
master list distance cutoff = 5.9407173
ghost atom cutoff = 5.9407173
binsize = 2.9703587, bins = 6 6 6
1 neighbor lists, perpetual/occasional/extra = 1 0 0
(1) pair lj/cubic, perpetual
attributes: half, newton on
pair build: half/bin/atomonly/newton
stencil: half/bin/3d
bin: standard
Per MPI rank memory allocation (min/avg/max) = 6.067 | 6.067 | 6.067 Mbytes
Step Temp PotEng TotEng Press v_frelerr v_vrelerr
0 10 -7.0259569 -6.8876486 28.564278 10664.391 9.1481187e-08
10 9.9388179 -7.0251107 -6.8876486 30.21736 1.4771865e-08 1.3452512e-07
20 9.7572185 -7.022599 -6.8876485 35.123527 1.437525e-08 8.0966999e-07
30 9.4606673 -7.0184974 -6.8876484 43.132052 1.4375468e-08 1.990012e-08
40 9.0579092 -7.0129268 -6.8876483 54.000927 1.4350331e-08 1.7239028e-08
50 8.5607685 -7.0060508 -6.8876482 67.403151 1.4353284e-08 7.813181e-09
60 7.9838726 -6.9980717 -6.8876481 82.935358 1.4398078e-08 2.022316e-08
70 7.3442875 -6.9892255 -6.8876479 100.12892 1.434409e-08 7.5938179e-09
80 6.6610579 -6.9797757 -6.8876477 118.46358 1.4324787e-08 7.1972571e-09
90 5.9546462 -6.9700053 -6.8876476 137.38365 1.4322718e-08 4.3978378e-09
100 5.2462727 -6.9602077 -6.8876474 156.31651 1.4273172e-08 4.6728038e-09
110 4.5571706 -6.9506767 -6.8876472 174.69294 1.4266163e-08 3.522225e-09
120 3.9077807 -6.9416949 -6.887647 191.96859 1.42241e-08 3.5357511e-09
130 3.3169241 -6.9335227 -6.8876469 207.64566 1.4203813e-08 2.5182488e-09
140 2.8010028 -6.926387 -6.8876468 221.29333 1.4164215e-08 2.3112509e-09
150 2.3732854 -6.9204712 -6.8876467 232.5658 1.4134122e-08 1.9368963e-09
160 2.0433329 -6.9159076 -6.8876466 241.21647 1.4095473e-08 3.6806452e-09
170 1.8166184 -6.912772 -6.8876466 247.10715 1.4049531e-08 2.5319322e-09
180 1.6943727 -6.9110813 -6.8876467 250.21143 1.3997912e-08 1.952404e-09
190 1.6736731 -6.910795 -6.8876467 250.61203 1.3915487e-08 1.4271767e-09
200 1.7477659 -6.9118199 -6.8876468 248.49223 1.3850618e-08 2.4515718e-09
210 1.9065921 -6.9140167 -6.8876469 244.12226 1.3747916e-08 1.7957531e-09
220 2.1374676 -6.91721 -6.887647 237.84173 1.3674779e-08 2.6613511e-09
230 2.4258607 -6.9211989 -6.8876472 230.0395 1.3565712e-08 3.0777067e-09
240 2.7562034 -6.9257679 -6.8876473 221.13265 1.3440442e-08 1.7111501e-09
250 3.1126827 -6.9306984 -6.8876474 211.54566 1.3270914e-08 1.6690112e-09
260 3.4799641 -6.9357784 -6.8876476 201.69126 1.3105092e-08 2.1637558e-09
270 3.8438148 -6.9408108 -6.8876477 191.95361 1.2962846e-08 4.4613506e-09
280 4.191607 -6.9456212 -6.8876478 182.6745 1.2846383e-08 3.3730203e-09
290 4.5126922 -6.9500621 -6.8876478 174.14285 1.2710692e-08 2.2809889e-09
300 4.7986487 -6.9540172 -6.8876479 166.58747 1.2657778e-08 6.9880891e-09
310 5.0434083 -6.9574025 -6.8876479 160.17316 1.266381e-08 4.2486217e-09
320 5.243275 -6.9601668 -6.8876479 154.99974 1.279856e-08 5.1505673e-09
330 5.3968455 -6.9622908 -6.8876479 151.1038 1.2981831e-08 3.3339333e-09
340 5.5048468 -6.9637845 -6.8876479 148.46296 1.3159021e-08 1.7881393e-09
350 5.569902 -6.9646843 -6.8876479 147.00205 1.3439465e-08 5.6876219e-09
360 5.5962378 -6.9650485 -6.8876478 146.60113 1.3645943e-08 7.233847e-09
370 5.5893468 -6.9649531 -6.8876478 147.10471 1.3829581e-08 4.5514318e-09
380 5.5556199 -6.9644866 -6.8876477 148.33195 1.4005893e-08 4.2971846e-09
390 5.5019639 -6.9637444 -6.8876476 150.08725 1.4157454e-08 3.3564262e-09
400 5.4354239 -6.962824 -6.8876476 152.17073 1.4226422e-08 4.2393923e-09
410 5.3628267 -6.9618199 -6.8876475 154.38825 1.4302679e-08 3.8937698e-09
420 5.2904639 -6.960819 -6.8876475 156.56034 1.4381099e-08 4.315875e-09
430 5.2238282 -6.9598973 -6.8876474 158.52969 1.4426567e-08 4.2658185e-09
440 5.1674149 -6.9591171 -6.8876474 160.16704 1.4453381e-08 5.7055268e-09
450 5.1245913 -6.9585248 -6.8876474 161.37513 1.4449488e-08 4.4308801e-09
460 5.0975361 -6.9581506 -6.8876474 162.09077 1.4445596e-08 5.8269923e-09
470 5.0872416 -6.9580082 -6.8876474 162.28517 1.4444348e-08 4.8263194e-09
480 5.0935712 -6.9580957 -6.8876474 161.96268 1.4411666e-08 6.222228e-09
490 5.115362 -6.9583971 -6.8876474 161.15816 1.4369716e-08 3.3926077e-09
500 5.1505605 -6.958884 -6.8876474 159.9333 1.4288515e-08 3.8845251e-09
Loop time of 0.252598 on 4 procs for 500 steps with 108 atoms
Performance: 171.023 ns/day, 0.140 hours/ns, 1979.430 timesteps/s
99.8% CPU use with 4 MPI tasks x no OpenMP threads
MPI task timing breakdown:
Section | min time | avg time | max time |%varavg| %total
---------------------------------------------------------------
Pair | 0.0021545 | 0.0022845 | 0.0023794 | 0.2 | 0.90
Neigh | 0.0063887 | 0.0067604 | 0.0069752 | 0.3 | 2.68
Comm | 0.01048 | 0.010916 | 0.011408 | 0.3 | 4.32
Output | 0.0026603 | 0.0027399 | 0.0029738 | 0.3 | 1.08
Modify | 0.2295 | 0.22952 | 0.22954 | 0.0 | 90.86
Other | | 0.0003814 | | | 0.15
Nlocal: 27 ave 29 max 25 min
Histogram: 1 0 1 0 0 0 0 1 0 1
Nghost: 325 ave 327 max 323 min
Histogram: 1 0 1 0 0 0 0 1 0 1
Neighs: 243 ave 273 max 228 min
Histogram: 1 1 1 0 0 0 0 0 0 1
Total # of neighbors = 972
Ave neighs/atom = 9
Neighbor list builds = 500
Dangerous builds not checked
Total wall time: 0:00:00

2
src/.gitignore vendored
View File

@ -453,6 +453,8 @@
/compute_basal_atom.h
/compute_body_local.cpp
/compute_body_local.h
/compute_born_matrix.cpp
/compute_born_matrix.h
/compute_cnp_atom.cpp
/compute_cnp_atom.h
/compute_damage_atom.cpp

File diff suppressed because it is too large Load Diff

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@ -0,0 +1,97 @@
/* ----------------------------------------------------------------------
LAMMPS - Large-scale Atomic/Molecular Massively Parallel Simulator
http://www.lammps.org/, Sandia National Laboratories
Steve Plimpton, sjplimp@sandia.gov
Copyright (2003) Sandia Corporation. Under the terms of Contract
DE-AC04-94AL85000 with Sandia Corporation, the U.S. Government retains
certain rights in this software. This software is distributed under
the GNU General Public License.
See the README file in the top-level LAMMPS directory.
------------------------------------------------------------------------- */
/*------------------------------------------------------------------------
Contributing Authors : Germain Clavier (TUe), Aidan Thompson (Sandia)
--------------------------------------------------------------------------*/
#ifdef COMPUTE_CLASS
// clang-format off
ComputeStyle(born/matrix,ComputeBornMatrix);
// clang-format on
#else
#ifndef LMP_COMPUTE_BORN_MATRIX_H
#define LMP_COMPUTE_BORN_MATRIX_H
#include "compute.h"
namespace LAMMPS_NS {
class ComputeBornMatrix : public Compute {
public:
ComputeBornMatrix(class LAMMPS *, int, char **);
~ComputeBornMatrix() override;
void init() override;
void init_list(int, class NeighList *) override;
void compute_vector() override;
double memory_usage() override;
private:
// Born matrix contributions
void compute_pairs(); // pair and manybody
void compute_bonds(); // bonds
void compute_angles(); // angles
void compute_dihedrals(); // dihedrals
void compute_numdiff(); // stress virial finite differences
void displace_atoms(int, int, double); // displace atoms
void force_clear(int); // zero out force array
void update_virial(); // recalculate the virial
void restore_atoms(int, int); // restore atom positions
void virial_addon(); // restore atom positions
void reallocate(); // grow the atom arrays
int me; // process rank
int nvalues; // length of elastic tensor
int numflag; // 1 if using finite differences
double numdelta; // size of finite strain
int maxatom; // allocated size of atom arrays
int pairflag, bondflag, angleflag;
int dihedflag, impflag, kspaceflag;
double *values_local, *values_global;
double pos, pos1, dt, nktv2p, ftm2v;
class NeighList *list;
char *id_virial; // name of virial compute
class Compute *compute_virial; // pointer to virial compute
static constexpr int NDIR_VIRIAL = 6; // dimension of virial and strain vectors
static constexpr int NXYZ_VIRIAL = 3; // number of Cartesian coordinates
int revalbe[NDIR_VIRIAL][NDIR_VIRIAL];
int virialVtoV[NDIR_VIRIAL];
double **temp_x; // original coords
double **temp_f; // original forces
double fixedpoint[NXYZ_VIRIAL]; // displacement field origin
int dirlist[NDIR_VIRIAL][2]; // strain cartesian indices
};
} // namespace LAMMPS_NS
#endif
#endif
/* ERROR/WARNING messages:
E: Illegal ... command
Self-explanatory. Check the input script syntax and compare to the
documentation for the command. You can use -echo screen as a
command-line option when running LAMMPS to see the offending line.
E: ... style does not support compute born/matrix
Some component of the force field (pair, bond, angle...) does not provide
a function to return the Born term contribution.
*/

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@ -25,6 +25,7 @@
#include "force.h"
#include "memory.h"
#include "neighbor.h"
#include "domain.h"
#include <cmath>
@ -39,6 +40,7 @@ DihedralNHarmonic::DihedralNHarmonic(LAMMPS *lmp) : Dihedral(lmp)
{
writedata = 1;
a = nullptr;
born_matrix_enable = 1;
}
/* ---------------------------------------------------------------------- */
@ -336,3 +338,64 @@ void DihedralNHarmonic::write_data(FILE *fp)
}
}
/* ----------------------------------------------------------------------*/
void DihedralNHarmonic::born_matrix(int nd, int i1, int i2, int i3, int i4,
double &dudih, double &du2dih) {
int i,type;
double vb1x,vb1y,vb1z,vb2x,vb2y,vb2z,vb3x,vb3y,vb3z,vb2xm,vb2ym,vb2zm;
double ax,ay,az,bx,by,bz,rasq,rbsq,rgsq,rg,rginv,ra2inv,rb2inv,rabinv;
double c,s,kf;
int **dihedrallist = neighbor->dihedrallist;
double **x = atom->x;
int ndihedrallist = neighbor->ndihedrallist;
type = dihedrallist[nd][4];
vb1x = x[i1][0] - x[i2][0];
vb1y = x[i1][1] - x[i2][1];
vb1z = x[i1][2] - x[i2][2];
vb2x = x[i3][0] - x[i2][0];
vb2y = x[i3][1] - x[i2][1];
vb2z = x[i3][2] - x[i2][2];
vb2xm = -vb2x;
vb2ym = -vb2y;
vb2zm = -vb2z;
vb3x = x[i4][0] - x[i3][0];
vb3y = x[i4][1] - x[i3][1];
vb3z = x[i4][2] - x[i3][2];
// c,s calculation
ax = vb1y*vb2zm - vb1z*vb2ym;
ay = vb1z*vb2xm - vb1x*vb2zm;
az = vb1x*vb2ym - vb1y*vb2xm;
bx = vb3y*vb2zm - vb3z*vb2ym;
by = vb3z*vb2xm - vb3x*vb2zm;
bz = vb3x*vb2ym - vb3y*vb2xm;
rasq = ax*ax + ay*ay + az*az;
rbsq = bx*bx + by*by + bz*bz;
ra2inv = rb2inv = 0.0;
if (rasq > 0) ra2inv = 1.0/rasq;
if (rbsq > 0) rb2inv = 1.0/rbsq;
rabinv = sqrt(ra2inv*rb2inv);
c = (ax*bx + ay*by + az*bz)*rabinv;
dudih = 0.0;
du2dih = 0.0;
for (i = 1; i < nterms[type]; i++) {
dudih += this->a[type][i]*i*pow(c,i-1);
}
for (i = 2; i < nterms[type]; i++) {
du2dih += this->a[type][i]*i*(i-1)*pow(c, i-2);
}
}

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@ -33,6 +33,7 @@ class DihedralNHarmonic : public Dihedral {
void write_restart(FILE *) override;
void read_restart(FILE *) override;
void write_data(FILE *) override;
void born_matrix(int /*dtype*/, int, int, int, int, double&, double&) override;
protected:
int *nterms;

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@ -29,7 +29,10 @@ using MathConst::MY_PI;
/* ---------------------------------------------------------------------- */
AngleCosine::AngleCosine(LAMMPS *_lmp) : Angle(_lmp) {}
AngleCosine::AngleCosine(LAMMPS *_lmp) : Angle(_lmp)
{
born_matrix_enable = 1;
}
/* ---------------------------------------------------------------------- */
@ -235,6 +238,14 @@ double AngleCosine::single(int type, int i1, int i2, int i3)
return k[type] * (1.0 + c);
}
/* ---------------------------------------------------------------------- */
void AngleCosine::born_matrix(int type, int i1, int i2, int i3, double &du, double &du2)
{
du2 = 0;
du = k[type];
}
/* ----------------------------------------------------------------------
return ptr to internal members upon request
------------------------------------------------------------------------ */

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@ -35,6 +35,7 @@ class AngleCosine : public Angle {
void read_restart(FILE *) override;
void write_data(FILE *) override;
double single(int, int, int, int) override;
void born_matrix(int type, int i1, int i2, int i3, double& du, double& du2) override;
void *extract(const char *, int &) override;
protected:

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@ -38,6 +38,7 @@ AngleCosineSquared::AngleCosineSquared(LAMMPS *_lmp) : Angle(_lmp)
{
k = nullptr;
theta0 = nullptr;
born_matrix_enable = 1;
}
/* ---------------------------------------------------------------------- */
@ -262,3 +263,32 @@ double AngleCosineSquared::single(int type, int i1, int i2, int i3)
double tk = k[type] * dcostheta;
return tk * dcostheta;
}
/* ---------------------------------------------------------------------- */
void AngleCosineSquared::born_matrix(int type, int i1, int i2, int i3, double& du, double& du2)
{
double **x = atom->x;
double delx1 = x[i1][0] - x[i2][0];
double dely1 = x[i1][1] - x[i2][1];
double delz1 = x[i1][2] - x[i2][2];
domain->minimum_image(delx1,dely1,delz1);
double r1 = sqrt(delx1*delx1 + dely1*dely1 + delz1*delz1);
double delx2 = x[i3][0] - x[i2][0];
double dely2 = x[i3][1] - x[i2][1];
double delz2 = x[i3][2] - x[i2][2];
domain->minimum_image(delx2,dely2,delz2);
double r2 = sqrt(delx2*delx2 + dely2*dely2 + delz2*delz2);
double c = delx1*delx2 + dely1*dely2 + delz1*delz2;
c /= r1*r2;
if (c > 1.0) c = 1.0;
if (c < -1.0) c = -1.0;
double dcostheta = c - cos(theta0[type]);
double tk = k[type] * dcostheta;
du2 = 2*k[type];
du = du2*dcostheta;
}

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@ -35,6 +35,7 @@ class AngleCosineSquared : public Angle {
void read_restart(FILE *) override;
void write_data(FILE *) override;
double single(int, int, int, int) override;
void born_matrix(int type, int i1, int i2, int i3, double& du, double& du2) override;
protected:
double *k, *theta0;

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@ -27,7 +27,10 @@ using namespace LAMMPS_NS;
/* ---------------------------------------------------------------------- */
BondHarmonic::BondHarmonic(LAMMPS *_lmp) : Bond(_lmp) {}
BondHarmonic::BondHarmonic(LAMMPS *_lmp) : Bond(_lmp)
{
born_matrix_enable = 1;
}
/* ---------------------------------------------------------------------- */
@ -197,6 +200,20 @@ double BondHarmonic::single(int type, double rsq, int /*i*/, int /*j*/, double &
return rk * dr;
}
/* ---------------------------------------------------------------------- */
void BondHarmonic::born_matrix(int type, double rsq, int /*i*/, int /*j*/,
double &du, double& du2)
{
double r = sqrt(rsq);
double dr = r - r0[type];
du2 = 0.0;
du = 0.0;
du2 = 2*k[type];
if (r > 0.0) du = du2*dr;
}
/* ----------------------------------------------------------------------
return ptr to internal members upon request
------------------------------------------------------------------------ */

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@ -35,6 +35,7 @@ class BondHarmonic : public Bond {
void read_restart(FILE *) override;
void write_data(FILE *) override;
double single(int, double, int, int, double &) override;
void born_matrix(int, double, int, int, double &, double &) override;
void *extract(const char *, int &) override;
protected:

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@ -34,6 +34,7 @@ Angle::Angle(LAMMPS *_lmp) : Pointers(_lmp)
allocated = 0;
suffix_flag = Suffix::NONE;
born_matrix_enable = 0;
maxeatom = maxvatom = maxcvatom = 0;
eatom = nullptr;

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@ -26,6 +26,7 @@ class Angle : protected Pointers {
int allocated;
int *setflag;
int writedata; // 1 if writes coeffs to data file
int born_matrix_enable;
double energy; // accumulated energies
double virial[6]; // accumulated virial: xx,yy,zz,xy,xz,yz
double *eatom, **vatom; // accumulated per-atom energy/virial
@ -59,6 +60,11 @@ class Angle : protected Pointers {
virtual void read_restart_settings(FILE *){};
virtual void write_data(FILE *) {}
virtual double single(int, int, int, int) = 0;
virtual void born_matrix(int/*atype*/, int/*at1*/, int/*at2*/, int/*at3*/, double& du, double& du2)
{
du = 0.0;
du2 = 0.0;
}
virtual double memory_usage();
virtual void *extract(const char *, int &) { return nullptr; }
void reinit();

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@ -49,6 +49,7 @@ Bond::Bond(LAMMPS *_lmp) : Pointers(_lmp)
allocated = 0;
suffix_flag = Suffix::NONE;
born_matrix_enable = 0;
partial_flag = 0;
maxeatom = maxvatom = 0;

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@ -33,6 +33,8 @@ class Bond : protected Pointers {
double virial[6]; // accumulated virial: xx,yy,zz,xy,xz,yz
double *eatom, **vatom; // accumulated per-atom energy/virial
int born_matrix_enable;
int comm_forward; // size of forward communication (0 if none)
int comm_reverse; // size of reverse communication (0 if none)
int comm_reverse_off; // size of reverse comm even if newton off
@ -69,6 +71,12 @@ class Bond : protected Pointers {
virtual int pack_reverse_comm(int, int, double *) {return 0;}
virtual void unpack_reverse_comm(int, int *, double *) {}
virtual void born_matrix(int/*btype*/, double/*rsq*/, int/*at1*/, int/*at2*/, double& du, double& du2)
{
du = 0.0;
du2 = 0.0;
}
void write_file(int, char **);
protected:

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@ -184,7 +184,7 @@ void ComputeClusterAtom::compute_peratom()
/* ---------------------------------------------------------------------- */
int ComputeClusterAtom::pack_forward_comm(int n, int *list, double *buf,
int ComputeClusterAtom::pack_forward_comm(int n, int *list, double *buf,
int /*pbc_flag*/, int * /*pbc*/)
{
int i, j, m;

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@ -311,7 +311,7 @@ void ComputeCoordAtom::compute_peratom()
/* ---------------------------------------------------------------------- */
int ComputeCoordAtom::pack_forward_comm(int n, int *list, double *buf,
int ComputeCoordAtom::pack_forward_comm(int n, int *list, double *buf,
int /*pbc_flag*/, int * /*pbc*/)
{
int i, m = 0, j;

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@ -35,6 +35,7 @@ Dihedral::Dihedral(LAMMPS *_lmp) : Pointers(_lmp)
allocated = 0;
suffix_flag = Suffix::NONE;
born_matrix_enable = 0;
maxeatom = maxvatom = maxcvatom = 0;
eatom = nullptr;

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@ -26,6 +26,7 @@ class Dihedral : protected Pointers {
int allocated;
int *setflag;
int writedata; // 1 if writes coeffs to data file
int born_matrix_enable;
double energy; // accumulated energy
double virial[6]; // accumulated virial: xx,yy,zz,xy,xz,yz
double *eatom, **vatom; // accumulated per-atom energy/virial
@ -55,6 +56,11 @@ class Dihedral : protected Pointers {
virtual void read_restart_settings(FILE *){};
virtual void write_data(FILE *) {}
virtual double memory_usage();
virtual void born_matrix(int/*dtype*/, int/*at1*/, int/*at2*/, int/*at3*/, int /*at4*/, double& du, double& du2)
{
du = 0.0;
du2 = 0.0;
}
protected:
int suffix_flag; // suffix compatibility flag

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@ -182,7 +182,7 @@ void FixGroup::set_group()
// invoke atom-style variable if defined
// NOTE: after variable invocation could reset invoked computes to not-invoked
// this would avoid an issue where other post-force fixes
// this would avoid an issue where other post-force fixes
// change the compute result since it will not be re-invoked at end-of-step,
// e.g. if compute pe/atom includes pe contributions from fixes
@ -237,7 +237,7 @@ void FixGroup::set_group()
/* ---------------------------------------------------------------------- */
int FixGroup::pack_forward_comm(int n, int *list, double *buf,
int FixGroup::pack_forward_comm(int n, int *list, double *buf,
int /*pbc_flag*/, int * /*pbc*/)
{
int i, j, m;
@ -261,9 +261,9 @@ void FixGroup::unpack_forward_comm(int n, int first, double *buf)
m = 0;
last = first + n;
int *mask = atom->mask;
for (i = first; i < last; i++) mask[i] = (int) ubuf(buf[m++]).i;
}

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@ -33,6 +33,7 @@ Improper::Improper(LAMMPS *_lmp) : Pointers(_lmp)
allocated = 0;
suffix_flag = Suffix::NONE;
born_matrix_enable = 0;
maxeatom = maxvatom = maxcvatom = 0;
eatom = nullptr;

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@ -26,6 +26,7 @@ class Improper : protected Pointers {
int allocated;
int *setflag;
int writedata; // 1 if writes coeffs to data file
int born_matrix_enable;
double energy; // accumulated energies
double virial[6]; // accumulated virial: xx,yy,zz,xy,xz,yz
double *eatom, **vatom; // accumulated per-atom energy/virial
@ -55,6 +56,11 @@ class Improper : protected Pointers {
virtual void read_restart_settings(FILE *){};
virtual void write_data(FILE *) {}
virtual double memory_usage();
virtual void born_matrix(int/*dtype*/, int/*at1*/, int/*at2*/, int/*at3*/, int /*at4*/, double& du, double& du2)
{
du = 0.0;
du2 = 0.0;
}
protected:
int suffix_flag; // suffix compatibility flag

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@ -457,12 +457,12 @@ void Modify::pre_reverse(int eflag, int vflag)
void Modify::post_force(int vflag)
{
if (n_post_force_group) {
for (int i = 0; i < n_post_force_group; i++)
for (int i = 0; i < n_post_force_group; i++)
fix[list_post_force_group[i]]->post_force(vflag);
}
if (n_post_force) {
for (int i = 0; i < n_post_force; i++)
for (int i = 0; i < n_post_force; i++)
fix[list_post_force[i]]->post_force(vflag);
}
}
@ -610,7 +610,7 @@ void Modify::pre_force_respa(int vflag, int ilevel, int iloop)
void Modify::post_force_respa(int vflag, int ilevel, int iloop)
{
if (n_post_force_group) {
for (int i = 0; i < n_post_force_group; i++)
for (int i = 0; i < n_post_force_group; i++)
fix[list_post_force_group[i]]->post_force_respa(vflag, ilevel, iloop);
}

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@ -58,6 +58,7 @@ Pair::Pair(LAMMPS *lmp) : Pointers(lmp)
comm_forward = comm_reverse = comm_reverse_off = 0;
single_enable = 1;
born_matrix_enable = 0;
single_hessian_enable = 0;
restartinfo = 1;
respa_enable = 0;

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@ -52,6 +52,7 @@ class Pair : protected Pointers {
int comm_reverse_off; // size of reverse comm even if newton off
int single_enable; // 1 if single() routine exists
int born_matrix_enable; // 1 if born_matrix() routine exists
int single_hessian_enable; // 1 if single_hessian() routine exists
int restartinfo; // 1 if pair style writes restart info
int respa_enable; // 1 if inner/middle/outer rRESPA routines
@ -169,6 +170,12 @@ class Pair : protected Pointers {
return 0.0;
}
virtual void born_matrix(int /*i*/, int /*j*/, int /*itype*/, int /*jtype*/, double /*rsq*/,
double /*factor_coul*/, double /*factor_lj*/, double &du, double &du2)
{
du = du2 = 0.0;
}
virtual void settings(int, char **) = 0;
virtual void coeff(int, char **) = 0;

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@ -391,6 +391,7 @@ void PairHybrid::flags()
// single_enable = 1 if all sub-styles are set
// respa_enable = 1 if all sub-styles are set
// manybody_flag = 1 if any sub-style is set
// born_matrix_enable = 1 if all sub-styles are set
// no_virial_fdotr_compute = 1 if any sub-style is set
// ghostneigh = 1 if any sub-style is set
// ewaldflag, pppmflag, msmflag, dipoleflag, dispersionflag, tip4pflag = 1
@ -401,11 +402,13 @@ void PairHybrid::flags()
compute_flag = 0;
respa_enable = 0;
restartinfo = 0;
born_matrix_enable = 0;
for (m = 0; m < nstyles; m++) {
if (styles[m]->single_enable) ++single_enable;
if (styles[m]->respa_enable) ++respa_enable;
if (styles[m]->restartinfo) ++restartinfo;
if (styles[m]->born_matrix_enable) ++born_matrix_enable;
if (styles[m]->manybody_flag) manybody_flag = 1;
if (styles[m]->no_virial_fdotr_compute) no_virial_fdotr_compute = 1;
if (styles[m]->ghostneigh) ghostneigh = 1;
@ -422,6 +425,7 @@ void PairHybrid::flags()
single_enable = (single_enable == nstyles) ? 1 : 0;
respa_enable = (respa_enable == nstyles) ? 1 : 0;
restartinfo = (restartinfo == nstyles) ? 1 : 0;
born_matrix_enable = (born_matrix_enable == nstyles) ? 1 : 0;
init_svector();
// set centroidstressflag for pair hybrid
@ -867,6 +871,40 @@ double PairHybrid::single(int i, int j, int itype, int jtype,
return esum;
}
/* ----------------------------------------------------------------------
call sub-style to compute born matrix interaction
error if sub-style does not support born_matrix call
since overlay could have multiple sub-styles, sum results explicitly
------------------------------------------------------------------------- */
void PairHybrid::born_matrix(int i, int j, int itype, int jtype, double rsq,
double factor_coul, double factor_lj,
double &dupair, double &du2pair)
{
if (nmap[itype][jtype] == 0)
error->one(FLERR,"Invoked pair born_matrix on pair style none");
double du, du2;
dupair = du2pair = 0.0;
for (int m = 0; m < nmap[itype][jtype]; m++) {
if (rsq < styles[map[itype][jtype][m]]->cutsq[itype][jtype]) {
if (styles[map[itype][jtype][m]]->born_matrix_enable == 0)
error->one(FLERR,"Pair hybrid sub-style does not support born_matrix call");
if ((special_lj[map[itype][jtype][m]] != nullptr) ||
(special_coul[map[itype][jtype][m]] != nullptr))
error->one(FLERR,"Pair hybrid born_matrix calls do not support"
" per sub-style special bond values");
du = du2 = 0.0;
styles[map[itype][jtype][m]]->born_matrix(i,j,itype,jtype,rsq,factor_coul,factor_lj,du,du2);
dupair += du;
du2pair += du2;
}
}
}
/* ----------------------------------------------------------------------
copy Pair::svector data
------------------------------------------------------------------------- */

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@ -49,6 +49,8 @@ class PairHybrid : public Pair {
void write_restart(FILE *) override;
void read_restart(FILE *) override;
double single(int, int, int, int, double, double, double, double &) override;
void born_matrix(int, int, int, int, double, double, double, double &, double &) override;
void modify_params(int narg, char **arg) override;
double memory_usage() override;

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@ -413,7 +413,7 @@ double PairHybridScaled::single(int i, int j, int itype, int jtype, double rsq,
(special_coul[map[itype][jtype][m]] != nullptr))
error->one(FLERR, "Pair hybrid single() does not support per sub-style special_bond");
scale = scaleval[map[itype][jtype][m]];
double scale = scaleval[map[itype][jtype][m]];
esum += scale * pstyle->single(i, j, itype, jtype, rsq, factor_coul, factor_lj, fone);
fforce += scale * fone;
}
@ -423,6 +423,57 @@ double PairHybridScaled::single(int i, int j, int itype, int jtype, double rsq,
return esum;
}
/* ----------------------------------------------------------------------
call sub-style to compute born matrix interaction
error if sub-style does not support born_matrix call
since overlay could have multiple sub-styles, sum results explicitly
------------------------------------------------------------------------- */
void PairHybridScaled::born_matrix(int i, int j, int itype, int jtype, double rsq,
double factor_coul, double factor_lj,
double &dupair, double &du2pair)
{
if (nmap[itype][jtype] == 0) error->one(FLERR, "Invoked pair born_matrix on pair style none");
// update scale values from variables where needed
const int nvars = scalevars.size();
if (nvars > 0) {
double *vals = new double[nvars];
for (int k = 0; k < nvars; ++k) {
int m = input->variable->find(scalevars[k].c_str());
if (m < 0)
error->all(FLERR, "Variable '{}' not found when updating scale factors", scalevars[k]);
vals[k] = input->variable->compute_equal(m);
}
for (int k = 0; k < nstyles; ++k) {
if (scaleidx[k] >= 0) scaleval[k] = vals[scaleidx[k]];
}
delete[] vals;
}
double du, du2, scale;
dupair = du2pair = scale = 0.0;
for (int m = 0; m < nmap[itype][jtype]; m++) {
auto pstyle = styles[map[itype][jtype][m]];
if (rsq < pstyle->cutsq[itype][jtype]) {
if (pstyle->born_matrix_enable == 0)
error->one(FLERR, "Pair hybrid sub-style does not support born_matrix call");
if ((special_lj[map[itype][jtype][m]] != nullptr) ||
(special_coul[map[itype][jtype][m]] != nullptr))
error->one(FLERR, "Pair hybrid born_matrix() does not support per sub-style special_bond");
du = du2 = 0.0;
scale = scaleval[map[itype][jtype][m]];
pstyle->born_matrix(i, j, itype, jtype, rsq, factor_coul, factor_lj, du, du2);
dupair += scale*du;
du2pair += scale*du2;
}
}
}
/* ----------------------------------------------------------------------
set coeffs for one or more type pairs
------------------------------------------------------------------------- */

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@ -38,6 +38,7 @@ class PairHybridScaled : public PairHybrid {
void write_restart(FILE *) override;
void read_restart(FILE *) override;
double single(int, int, int, int, double, double, double, double &) override;
void born_matrix(int, int, int, int, double, double, double, double &, double &) override;
void init_svector() override;
void copy_svector(int, int) override;

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@ -39,6 +39,7 @@ using namespace MathConst;
PairLJCut::PairLJCut(LAMMPS *lmp) : Pair(lmp)
{
respa_enable = 1;
born_matrix_enable = 1;
writedata = 1;
}
@ -672,6 +673,28 @@ double PairLJCut::single(int /*i*/, int /*j*/, int itype, int jtype, double rsq,
/* ---------------------------------------------------------------------- */
void PairLJCut::born_matrix(int /*i*/, int /*j*/, int itype, int jtype, double rsq,
double /*factor_coul*/, double factor_lj,
double &dupair, double &du2pair)
{
double rinv,r2inv,r6inv,du,du2;
r2inv = 1.0/rsq;
rinv = sqrt(r2inv);
r6inv = r2inv*r2inv*r2inv;
// Reminder: lj1 = 48*e*s^12, lj2 = 24*e*s^6
// so dupair = -forcelj/r = -fforce*r (forcelj from single method)
du = r6inv * rinv * (lj2[itype][jtype] - lj1[itype][jtype]*r6inv);
du2 = r6inv * r2inv * (13*lj1[itype][jtype]*r6inv - 7*lj2[itype][jtype]);
dupair = factor_lj*du;
du2pair = factor_lj*du2;
}
/* ---------------------------------------------------------------------- */
void *PairLJCut::extract(const char *str, int &dim)
{
dim = 2;

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@ -40,6 +40,7 @@ class PairLJCut : public Pair {
void write_data(FILE *) override;
void write_data_all(FILE *) override;
double single(int, int, int, int, double, double, double, double &) override;
void born_matrix(int, int, int, int, double, double, double, double &, double &) override;
void *extract(const char *, int &) override;
void compute_inner() override;

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@ -704,7 +704,7 @@ void Respa::recurse(int ilevel)
timer->stamp(Timer::COMM);
}
timer->stamp();
if (modify->n_post_force_respa_any)
if (modify->n_post_force_respa_any)
modify->post_force_respa(vflag, ilevel, iloop);
modify->final_integrate_respa(ilevel, iloop);
timer->stamp(Timer::MODIFY);