Non-bonded interactions
-----------------------

Non-bonded interactions in |Gromacs| are pair-additive:

.. math:: V(\mathbf{r}_1,\ldots \mathbf{r}_N) = \sum_{i<j}V_{ij}(\mathbf{r}_{ij});
          :label: eqnnbinteractions1

.. math:: \mathbf{F}_i = -\sum_j \frac{dV_{ij}(r_{ij})}{dr_{ij}} \frac{\mathbf{r}_{ij}}{r_{ij}}
          :label: eqnnbinteractions2

Since the potential only depends on the scalar distance, interactions
will be centro-symmetric, i.e. the vectorial partial force on particle
:math:`i` from the pairwise interaction :math:`V_{ij}(r_{ij})` has the
opposite direction of the partial force on particle :math:`j`. For
efficiency reasons, interactions are calculated by loops over
interactions and updating both partial forces rather than summing one
complete nonbonded force at a time. The non-bonded interactions contain
a repulsion term, a dispersion term, and a Coulomb term. The repulsion
and dispersion term are combined in either the Lennard-Jones (or 6-12
interaction), or the Buckingham (or exp-6 potential). In addition,
(partially) charged atoms act through the Coulomb term.

.. _lj:

The Lennard-Jones interaction
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The Lennard-Jones potential :math:`V_{LJ}` between two atoms equals:

.. math:: V_{LJ}({r_{ij}}) =  \frac{C_{ij}^{(12)}}{{r_{ij}}^{12}} -
                              \frac{C_{ij}^{(6)}}{{r_{ij}}^6}
          :label: eqnnblj

See also :numref:`Fig. %s <fig-lj>` The parameters :math:`C^{(12)}_{ij}` and
:math:`C^{(6)}_{ij}` depend on pairs of *atom types*; consequently they
are taken from a matrix of LJ-parameters. In the Verlet cut-off scheme,
the potential is shifted by a constant such that it is zero at the
cut-off distance.

.. _fig-lj:

.. figure:: plots/f-lj.*
   :width: 8.00000cm

   The Lennard-Jones interaction.

The force derived from this potential is:

.. math:: \mathbf{F}_i(\mathbf{r}_{ij}) = -\left( 12~\frac{C_{ij}^{(12)}}{{r_{ij}}^{13}} -
                                    6~\frac{C_{ij}^{(6)}}{{r_{ij}}^7} \right) {\frac{{\mathbf{r}_{ij}}}{{r_{ij}}}}
          :label: eqnljforce

The LJ potential may also be written in the following form:

.. math:: V_{LJ}(\mathbf{r}_{ij}) = 4\epsilon_{ij}\left(\left(\frac{\sigma_{ij}} {{r_{ij}}}\right)^{12}
          - \left(\frac{\sigma_{ij}}{{r_{ij}}}\right)^{6} \right)
          :label: eqnsigeps

In constructing the parameter matrix for the non-bonded LJ-parameters,
two types of combination rules can be used within |Gromacs|, only
geometric averages (type 1 in the input section of the force-field
file):

.. math:: \begin{array}{rcl}
          C_{ij}^{(6)}    &=& \left({C_{ii}^{(6)} \, C_{jj}^{(6)}}\right)^{1/2}    \\
          C_{ij}^{(12)}   &=& \left({C_{ii}^{(12)} \, C_{jj}^{(12)}}\right)^{1/2}
          \end{array}
          :label: eqncomb

or, alternatively the Lorentz-Berthelot rules can be used. An
arithmetic average is used to calculate :math:`\sigma_{ij}`, while a
geometric average is used to calculate :math:`\epsilon_{ij}` (type 2):

.. math:: \begin{array}{rcl}
          \sigma_{ij}   &=& \frac{1}{ 2}(\sigma_{ii} + \sigma_{jj})        \\
          \epsilon_{ij} &=& \left({\epsilon_{ii} \, \epsilon_{jj}}\right)^{1/2}
          \end{array}
          :label: eqnlorentzberthelot

finally an geometric average for both parameters can be used (type 3):

.. math:: \begin{array}{rcl}
          \sigma_{ij}   &=& \left({\sigma_{ii} \, \sigma_{jj}}\right)^{1/2}        \\
          \epsilon_{ij} &=& \left({\epsilon_{ii} \, \epsilon_{jj}}\right)^{1/2}
          \end{array}
          :label: eqnnbgeometricaverage

This last rule is used by the OPLS force field.

Buckingham potential
~~~~~~~~~~~~~~~~~~~~

The Buckingham potential has a more flexible and realistic repulsion
term than the Lennard-Jones interaction, but is also more expensive to
compute. Note that the Buckingham potential is no longer supported by
:ref:`gmx mdrun`. The potential form is:

.. math:: V_{bh}({r_{ij}}) = A_{ij} \exp(-B_{ij} {r_{ij}}) -
                             \frac{C_{ij}}{{r_{ij}}^6}
          :label: eqnnbbuckingham

.. _fig-bham:

.. figure:: plots/f-bham.*
   :width: 8.00000cm

   The Buckingham interaction.

See also :numref:`Fig. %s <fig-bham>`. The force derived from this is:

.. math:: \mathbf{F}_i({r_{ij}}) = \left[ A_{ij}B_{ij}\exp(-B_{ij} {r_{ij}}) -
                                   6\frac{C_{ij}}{{r_{ij}}^7} \right] {\frac{{\mathbf{r}_{ij}}}{{r_{ij}}}}
          :label: eqnnbbuckinghamforce

.. _coul:

Coulomb interaction
~~~~~~~~~~~~~~~~~~~

The Coulomb interaction between two charge particles is given by:

.. math:: V_c({r_{ij}}) = f \frac{q_i q_j}{{\varepsilon_r}{r_{ij}}}
          :label: eqnvcoul

See also :numref:`Fig. %s <fig-coul>`, where
:math:`f = \frac{1}{4\pi \varepsilon_0} = {138.935\,458}` (see chapter :ref:`defunits`)

.. _fig-coul:

.. figure:: plots/vcrf.*
   :width: 8.00000cm

   The Coulomb interaction (for particles with equal signed charge) with
   and without reaction field. In the latter case
   :math:`{\varepsilon_r}` was 1, :math:`{\varepsilon_{rf}}` was 78, and
   :math:`r_c` was 0.9 nm. The dot-dashed line is the same as the dashed
   line, except for a constant.

The force derived from this potential is:

.. math:: \mathbf{F}_i(\mathbf{r}_{ij}) = -f \frac{q_i q_j}{{\varepsilon_r}{r_{ij}}^2}{\frac{{\mathbf{r}_{ij}}}{{r_{ij}}}}
          :label: eqnfcoul

A plain Coulomb interaction should only be used without cut-off or when
all pairs fall within the cut-off, since there is an abrupt, large
change in the force at the cut-off. In case you do want to use a
cut-off, the potential can be shifted by a constant to make the
potential the integral of the force. With the group cut-off scheme, this
shift is only applied to non-excluded pairs. With the Verlet cut-off
scheme, the shift is also applied to excluded pairs and self
interactions, which makes the potential equivalent to a reaction field
with :math:`{\varepsilon_{rf}}=1` (see below).

In |Gromacs| the relative dielectric constant :math:`{\varepsilon_r}` may
be set in the in the input for :ref:`grompp <gmx grompp>`.

.. _coulrf:

Coulomb interaction with reaction field
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The Coulomb interaction can be modified for homogeneous systems by
assuming a constant dielectric environment beyond the cut-off
:math:`r_c` with a dielectric constant of :math:`{\varepsilon_{rf}}`.
The interaction then reads:

.. math:: V_{crf} ~=~
          f \frac{q_i q_j}{{\varepsilon_r}{r_{ij}}}\left[1+\frac{{\varepsilon_{rf}}-{\varepsilon_r}}{2{\varepsilon_{rf}}+{\varepsilon_r}}
          \,\frac{{r_{ij}}^3}{r_c^3}\right]
          - f\frac{q_i q_j}{{\varepsilon_r}r_c}\,\frac{3{\varepsilon_{rf}}}{2{\varepsilon_{rf}}+{\varepsilon_r}}
          :label: eqnvcrf

in which the constant expression on the right makes the potential zero
at the cut-off :math:`r_c`. For charged cut-off spheres this corresponds
to neutralization with a homogeneous background charge. We can rewrite
:eq:`eqn. %s <eqnvcrf>` for simplicity as

.. math:: V_{crf} ~=~     f \frac{q_i q_j}{{\varepsilon_r}}\left[\frac{1}{{r_{ij}}} + k_{rf}~ {r_{ij}}^2 -c_{rf}\right]
          :label: eqnvcrfrewrite

with

.. math:: \begin{aligned}
          k_{rf}  &=&     \frac{1}{r_c^3}\,\frac{{\varepsilon_{rf}}-{\varepsilon_r}}{(2{\varepsilon_{rf}}+{\varepsilon_r})}
          \end{aligned}
          :label: eqnkrf

.. math:: \begin{aligned}
          c_{rf}  &=&     \frac{1}{r_c}+k_{rf}\,r_c^2 ~=~ \frac{1}{r_c}\,\frac{3{\varepsilon_{rf}}}{(2{\varepsilon_{rf}}+{\varepsilon_r})}
          \end{aligned}
          :label: eqncrf

For large :math:`{\varepsilon_{rf}}` the :math:`k_{rf}` goes to
:math:`r_c^{-3}/2`, while for :math:`{\varepsilon_{rf}}` =
:math:`{\varepsilon_r}` the correction vanishes. In :numref:`Fig. %s <fig-coul>` the
modified interaction is plotted, and it is clear that the derivative
with respect to :math:`{r_{ij}}` (= -force) goes to zero at the cut-off
distance. The force derived from this potential reads:

.. math:: \mathbf{F}_i(\mathbf{r}_{ij}) = -f \frac{q_i q_j}{{\varepsilon_r}}\left[\frac{1}{{r_{ij}}^2} - 2 k_{rf}{r_{ij}}\right]{\frac{{\mathbf{r}_{ij}}}{{r_{ij}}}}
          :label: eqnfcrf

The reaction-field correction should also be applied to all excluded
atoms pairs, including self interactions, in which case the normal Coulomb term
in :eq:`eqns. %s <eqnvcrf>` and :eq:`%s <eqnfcrf>` is absent. For the self
interactions the constant is halved, leading to this constant potential term:

.. math:: V_{self} ~=~  - f\frac{q_i^2}{{2 \varepsilon_r}r_c}\,\frac{3{\varepsilon_{rf}}}{2{\varepsilon_{rf}}+{\varepsilon_r}}

.. _modnbint:

Modified non-bonded interactions
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

All physical forces are conservative, meaning that it is possible
to assign a numerical value for the potential at any point (which
thus does not depend on the path taken), and the force is the negative
gradient of this potential. Based on the definitions of the potentials above,
this derivative (i.e., the force) is always zero at infinite separation,
and in the context of pair potentials this means the potential for each pair
contribution must be the integral of the force out from infinity back to the 
current interaction distance. 
While it is perfectly valid to have an arbitrary constant factor in
the potential, a natural choice is to define the pair interaction to
be zero at infinite separation when particles are not really interacting.
However, when these definitions using infinite-range potentials are
combined with a cutoff for pair interactions we violate their consistency,
and the force would no longer be conservative - which in particular means
the total energy will no longer be conserved. 
One way to circumvent this is to instead modify the non-bonded
interaction potentials such that they only have finite range, after which
the cutoff can be applied. This can either be done as a switching function
that changes the shape of the potential and force over a small range,
or by shifting the entire potential by a constant factor such that it
becomes zero at the cutoff. The advantage of the shifted interaction
modification is that it does not influence the force at all, and since only
forces enter the equations of motion it will not influence the dynamics of
the system. The drawback is that the total change in the potential is larger.
Presently |Gromacs| only supports this shifted modification, and it is even
applied by default (but possible to turn off). Note that we also shift the
direct-space component of the PME interaction; the potential difference will
be negligible since it has already decayed to the specified PME tolerance
at the cutoff, but this improves energy conservation.

When used with reaction-field electrostatics (:eq:`eqns. %s <eqnvcrf>`),
the self-energy term will effectively make the electrostatic potential
constant (but non-zero) outside the cutoff.

For implementation reasons,
|Gromacs| presently uses the reaction-field kernel for normal 
Coulomb interactions too (with :math:`{\varepsilon_{rf}}={\varepsilon_{r}}`).
Note that this will give the appearance of a similar constant potential
outside the cutoff for plain Coulomb electrostatics too. We will try to
fix this in a future kernel, but since there are very few (if any) cases
where plain Coulomb is a good choice for electrostatics it has not been 
a high priority.

Although the present kernels only support shifting the potential, we do
plan to bring back complete functionality for switch functions, 
so for completeness in the interface we have retained that documentation below.

While the shift modifier will yield conservative forces, the forces will
still have an abrupt change at the cutoff, which among other things can
make it difficult to efficiently minimize the energy of a system prior to
normal mode calculation. The force-switch function replaces the
truncated forces by forces that are continuous and have continuous
derivatives at the cut-off radius. With such forces the time integration
produces smaller errors, although for Lennard-Jones interactions other
errors tend to dominate, such as integration
errors at the repulsive part of the potential. For Coulomb interactions
we advise against using switch modifiers since it can lead to large
peaks in the force close to the cutoff; we strongly recommend considering
reaction-field or a proper long-range method such as PME instead.

We apply the switch function to the force :math:`F(r)` describing
either the electrostatic or van der Waals force acting on particle :math:`i` by particle :math:`j`
as:

.. math:: \mathbf{F}_i = c \, F(r_{ij}) \frac{\mathbf{r}_{ij}}{r_{ij}}
          :label: eqnswitch

For pure Coulomb or Lennard-Jones interactions
:math:`F(r) = F_\alpha(r) = \alpha \, r^{-(\alpha+1)}`. The switched
force :math:`F_s(r)` can generally be written as:

.. math::  \begin{array}{rcl}
           F_s(r)~=&~F_\alpha(r)   & r < r_1               \\
           F_s(r)~=&~F_\alpha(r)+S(r)      & r_1 \le r < r_c       \\
           F_s(r)~=&~0             & r_c \le r     
           \end{array}
           :label: eqnswitchforce

When :math:`r_1=0` this is a traditional shift function, otherwise it
acts as a switch function. The corresponding shifted potential function
then reads:

.. math:: V_s(r) =  \int^{\infty}_r~F_s(x)\, dx
          :label: eqnswitchpotential

The |Gromacs| **force switch** function :math:`S_F(r)` should be smooth at
the boundaries, therefore the following boundary conditions are imposed
on the switch function:

.. math:: \begin{array}{rcl}
          S_F(r_1)          &=&0            \\
          S_F'(r_1)         &=&0            \\
          S_F(r_c)          &=&-F_\alpha(r_c)       \\
          S_F'(r_c)         &=&-F_\alpha'(r_c)
          \end{array}
          :label: eqnswitchforcefunction

A 3\ :math:`^{rd}` degree polynomial of the form

.. math:: S_F(r) = A(r-r_1)^2 + B(r-r_1)^3
          :label: eqnswitchforcepoly

fulfills these requirements. The constants A and B are given by the
boundary condition at :math:`r_c`:

.. math:: \begin{array}{rcl}
          A &~=~& -\alpha \, \displaystyle
                  \frac{(\alpha+4)r_c~-~(\alpha+1)r_1} {r_c^{\alpha+2}~(r_c-r_1)^2} \\
          B &~=~& \alpha \, \displaystyle
                  \frac{(\alpha+3)r_c~-~(\alpha+1)r_1}{r_c^{\alpha+2}~(r_c-r_1)^3}
          \end{array}
          :label: eqnforceswitchboundary

Thus the total force function is:

.. math:: F_s(r) = \frac{\alpha}{r^{\alpha+1}} + A(r-r_1)^2 + B(r-r_1)^3
          :label: eqnswitchfinalforce

and the potential function reads:

.. math:: V_s(r) = \frac{1}{r^\alpha} - \frac{A}{3} (r-r_1)^3 - \frac{B}{4} (r-r_1)^4 - C
          :label: eqnswitchfinalpotential

where

.. math:: C =  \frac{1}{r_c^\alpha} - \frac{A}{3} (r_c-r_1)^3 - \frac{B}{4} (r_c-r_1)^4
          :label: eqnswitchpotentialexp

The |Gromacs| **potential-switch** function :math:`S_V(r)` scales the
potential between :math:`r_1` and :math:`r_c`, and has similar boundary
conditions, intended to produce smoothly-varying potential and forces:

.. math:: \begin{array}{rcl}
          S_V(r_1)          &=&1 \\
          S_V'(r_1)         &=&0 \\
          S_V''(r_1)        &=&0 \\
          S_V(r_c)          &=&0 \\
          S_V'(r_c)         &=&0 \\
          S_V''(r_c)        &=&0
          \end{array}
          :label: eqnpotentialswitch

The fifth-degree polynomial that has these properties is

.. math:: S_V(r; r_1, r_c) = 1 - 10\left(\frac{r-r_1}{r_c-r_1}\right)^3 + 15\left(\frac{r-r_1}{r_c-r_1}\right)^4 - 6\left(\frac{r-r_1}{r_c-r_1}\right)^5
          :label: eqn5polynomal

This implementation is found in several other simulation
packages,\ :ref:`73 <refOhmine1988>`\ :ref:`75 <refGuenot1993>` but
differs from that in CHARMM.\ :ref:`76 <refSteinbach1994>` Switching the
potential leads to artificially large forces in the switching region,
therefore it is not recommended to switch Coulomb interactions using
this function,\ :ref:`72 <refSpoel2006a>` but switching Lennard-Jones
interactions using this function produces acceptable results.

Modified short-range interactions with Ewald summation
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

When Ewald summation or particle-mesh Ewald is used to calculate the
long-range interactions, the short-range Coulomb potential must also be
modified. Here the potential is switched to (nearly) zero at the
cut-off, instead of the force. In this case the short range potential is
given by:

.. math:: V(r) = f \frac{\mbox{erfc}(\beta r_{ij})}{r_{ij}} q_i q_j,
          :label: eqnewaldsrmod

where :math:`\beta` is a parameter that determines the relative weight
between the direct space sum and the reciprocal space sum and
erfc\ :math:`(x)` is the complementary error function. Note that |Gromacs|
by default shifts this potential by a constant to ensure that the potential
is zero at the cut-off.
For further details on long-range electrostatics, see sec. :ref:`lrelstat`.
