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468 lines
20 KiB
HTML
<HTML>
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<H3>Tutorial for Thermalized Drude oscillators in LAMMPS
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</H3>
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<P>This tutorial explains how to use Drude oscillators in LAMMPS to
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simulate polarizable systems using the USER-DRUDE package. As an
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illustration, the input files for a simulation of 250 phenol molecules
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are documented. First of all, LAMMPS has to be compiled with the
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USER-DRUDE package activated. Then, the data file and input scripts
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have to be modified to include the Drude dipoles and how to handle
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them.
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</P>
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<HR>
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<P><B>Overview of Drude induced dipoles</B>
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</P>
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<P>Polarizable atoms acquire an induced electric dipole moment under the
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action of an external electric field, for example the electric field
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created by the surrounding particles. Drude oscillators represent
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these dipoles by two fixed charges: the core (DC) and the Drude
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particle (DP) bound by a harmonic potential. The Drude particle can be
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thought of as the electron cloud whose center can be displaced from
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the position of the the corresponding nucleus.
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</P>
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<P>The sum of the masses of a core-Drude pair should be the mass of the
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initial (unsplit) atom, \(m_C + m_D = m\). The sum of their charges
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should be the charge of the initial (unsplit) atom, \(q_C + q_D = q\).
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A harmonic potential between the core and Drude partners should be
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present, with force constant \(k_D\) and an equilibrium distance of
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zero. The (half-)stiffness of the <A HREF = "bond_harmonic.html">harmonic bond</A>
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\(K_D = k_D/2\) and the Drude charge \(q_D\) are related to the atom
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polarizability \(\alpha\) by
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</P>
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<P>\begin{equation} K_D = \frac 1 2\, \frac {q_D^2} \alpha
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\end{equation}
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</P>
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<P>Ideally, the mass of the Drude particle should be small, and the
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stiffness of the harmonic bond should be large, so that the Drude
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particle remains close ot the core. The values of Drude mass, Drude
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charge, and force constant can be chosen following different
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strategies, as in the following examples of polarizable force
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fields.
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</P>
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<UL><LI><A HREF = "#Lamoureux">Lamoureux and Roux</A> suggest adopting a global
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half-stiffness, \(K_D\) = 500 kcal/(mol Å<sup>2</sup>) —
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which corresponds to a force constant \(k_D\) = 4184 kJ/(mol
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Å<sup>2</sup>) — for all types of core-Drude bond, a
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global mass \(m_D\) = 0.4 g/mol (or u) for all types of Drude
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particle, and to calculate the Drude charges for individual atom types
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from the atom polarizabilities using equation (1). This choice is
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followed in the polarizable CHARMM force field.
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<LI><A HREF = "#Schroeder">Schroeder and Steinhauser</A> suggest adopting a global
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charge \(q_D\) = -1.0e and a global mass \(m_D\) = 0.1 g/mol (or u)
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for all Drude particles, and to calculate the force constant for each
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type of core-Drude bond from equation (1). The timesteps used by these
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authors are between 0.5 and 2 fs, with the degrees of freedom of the
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Drude oscillators kept cold at 1 K. In both these force fields
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hydrogen atoms are treated as non-polarizable.
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</UL>
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<P>The motion of of the Drude particles can be calculated by minimizing
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the energy of the induced dipoles at each timestep, by an interative,
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self-consistent procedure. The Drude particles can be massless and
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therefore do not contribute to the kinetic energy. However, the
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relaxed method is computationall slow. An extended-lagrangian method
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can be used to calculate the positions of the Drude particles, but
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this requires them to have mass. It is important in this case to
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decouple the degrees of freedom associated with the Drude oscillators
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from those of the normal atoms. Thermalizing the Drude dipoles at
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temperatures comparable to the rest of the simulation leads to several
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problems (kinetic energy transfer, very short timestep, etc.), which
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can be remediated by the "cold Drude" technique (<A HREF = "#Lamoureux">Lamoureux and
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Roux</A>).
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</P>
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<P>Two closely related models are used to represent polarization through
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"charges on a spring": the core-shell model and the Drude
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model. Although the basic idea is the same, the core-shell model is
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normally used for ionic/crystalline materials, whereas the Drude model
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is normally used for molecular systems and fluid states. In ionic
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crystals the symmetry around each ion and the distance between them
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are such that the core-shell model is sufficiently stable. But to be
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applicable to molecular/covalent systems the Drude model includes two
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important features:
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</P>
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<OL><LI>The possibility to thermostat the additional degrees of freedom
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associated with the induced dipoles at very low temperature, in terms
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of the reduced coordinates of the Drude particles with respect to
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their cores. This makes the trajectory close to that of relaxed
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induced dipoles.
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<LI>The Drude dipoles on covalently bonded atoms interact too strongly
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due to the short distances, so an atom may capture the Drude particle
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(shell) of a neighbor, or the induced dipoles within the same molecule
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may align too much. To avoid this, damping at short of the
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interactions between the point charges composing the induced dipole
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can be done by <A HREF = "#Thole">Thole</A> functions.
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</OL>
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<HR>
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<P><B>Preparation of the data file</B>
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</P>
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<P>The data file is similar to a standard LAMMPS data file for
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<I>atom_style full</I>. The DPs and the <I>harmonic bonds</I> connecting them
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to their DC should appear in the data file as normal atoms and bonds.
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</P>
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<P>You can use the <I>polarizer</I> tool (Python script distributed with the
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USER-DRUDE package) to convert a non-polarizable data file (here
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<I>data.102494.lmp</I>) to a polarizable data file (<I>data-p.lmp</I>)
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</P>
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<PRE>polarizer -q -f phenol.dff data.102494.lmp data-p.lmp
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</PRE>
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<P>This will automatically insert the new atoms and bonds.
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The masses and charges of DCs and DPs are computed
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from <I>phenol.dff</I>, as well as the DC-DP bond constants. The file
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<I>phenol.dff</I> contains the polarizabilities of the atom types
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and the mass of the Drude particles, for instance:
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</P>
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<PRE># units: kJ/mol, A, deg
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# kforce is in the form k/2 r_D^2
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# type m_D/u q_D/e k_D alpha/A3 thole
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OH 0.4 -1.0 4184.0 0.63 0.67
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CA 0.4 -1.0 4184.0 1.36 2.51
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CAI 0.4 -1.0 4184.0 1.09 2.51
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</PRE>
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<P>The hydrogen atoms are absent from this file, so they will be treated
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as non-polarizable atoms. In the non-polarizable data file
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<I>data.102494.lmp</I>, atom names corresponding to the atom type numbers
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have to be specified as comments at the end of lines of the <I>Masses</I>
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section. You probably need to edit it to add these names. It should
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look like
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</P>
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<PRE>Masses
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</PRE>
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<PRE>1 12.011 # CAI
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2 12.011 # CA
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3 15.999 # OH
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4 1.008 # HA
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5 1.008 # HO
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</PRE>
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<HR>
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<P><B>Basic input file</B>
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</P>
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<P>The atom style should be set to (or derive from) <I>full</I>, so that you
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can define atomic charges and molecular bonds, angles, dihedrals...
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</P>
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<P>The <I>polarizer</I> tool also outputs certain lines related to the input
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script (the use of these lines will be explained below). In order for
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LAMMPS to recognize that you are using Drude oscillators, you should
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use the fix <I>drude</I>. The command is
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</P>
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<PRE>fix DRUDE all drude C C C N N D D D
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</PRE>
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<P>The N, C, D following the <I>drude</I> keyword have the following meaning:
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There is one tag for each atom type. This tag is C for DCs, D for DPs
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and N for non-polarizable atoms. Here the atom types 1 to 3 (C and O
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atoms) are DC, atom types 4 and 5 (H atoms) are non-polarizable and
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the atom types 6 to 8 are the newly created DPs.
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</P>
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<P>By recognizing the fix <I>drude</I>, LAMMPS will find and store matching
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DC-DP pairs and will treat DP as equivalent to their DC in the
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<I>special bonds</I> relations. It may be necessary to extend the space
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for storing such special relations. In this case extra space should
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be reserved by using the <I>extra</I> keyword of the <I>special_bonds</I>
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command. With our phenol, there is 1 more special neighbor for which
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space is required. Otherwise LAMMPS crashes and gives the required
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value.
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</P>
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<PRE>special_bonds lj/coul 0.0 0.0 0.5 extra 1
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</PRE>
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<P>Let us assume we want to run a simple NVT simulation at 300 K. Note
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that Drude oscillators need to be thermalized at a low temperature in
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order to approximate a self-consistent field (SCF), therefore it is not
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possible to simulate an NVE ensemble with this package. Since dipoles
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are approximated by a charged DC-DP pair, the <I>pair_style</I> must
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include Coulomb interactions, for instance <I>lj/cut/coul/long</I> with
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<I>kspace_style pppm</I>. For example, with a cutoff of 10. and a precision
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1.e-4:
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</P>
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<PRE>pair_style lj/cut/coul/long 10.0
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kspace_style pppm 1.0e-4
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</PRE>
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<P>As compared to the non-polarizable input file, <I>pair_coeff</I> lines need
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to be added for the DPs. Since the DPs have no Lennard-Jones
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interactions, their <I>epsilon</I> is 0. so the only <I>pair_coeff</I> line
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that needs to be added is
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</P>
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<PRE>pair_coeff * 6* 0.0 0.0 # All-DPs
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</PRE>
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<P>Now for the thermalization, the simplest choice is to use the <A HREF = "fix_langevin_drude.html">fix
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langevin/drude</A>.
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</P>
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<PRE>fix LANG all langevin/drude 300. 100 12435 1. 20 13977
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</PRE>
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<P>This applies a Langevin thermostat at temperature 300. to the centers
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of mass of the DC-DP pairs, with relaxation time 100 and with random
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seed 12345. This fix applies also a Langevin thermostat at temperature
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1. to the relative motion of the DPs around their DCs, with relaxation
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time 20 and random seed 13977. Only the DCs and non-polarizable
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atoms need to be in this fix's group. LAMMPS will thermostate the DPs
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together with their DC. For this, ghost atoms need to know their
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velocities. Thus you need to add the following command:
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</P>
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<PRE>comm_modify vel yes
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</PRE>
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<P>In order to avoid that the center of mass of the whole system
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drifts due to the random forces of the Langevin thermostat on DCs, you
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can add the <I>zero yes</I> option at the end of the fix line.
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</P>
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<P>If the fix <I>shake</I> is used to constrain the C-H bonds, it should be
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invoked after the fix <I>langevin/drude</I> for more accuracy.
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</P>
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<PRE>fix SHAKE ATOMS shake 0.0001 20 0 t 4 5
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</PRE>
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<P>IMPORTANT NOTE: The group of the fix <I>shake</I> must not include the DPs.
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If the group <I>ATOMS</I> is defined by non-DPs atom types, you could use
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</P>
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<P>Since the fix <I>langevin/drude</I> does not perform time integration (just
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modification of forces but no position/velocity updates), the fix
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<I>nve</I> should be used in conjunction.
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</P>
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<PRE>fix NVE all nve
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</PRE>
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<P>Finally, do not forget to update the atom type elements if you use
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them in a <I>dump_modify ... element ...</I> command, by adding the element
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type of the DPs. Here for instance
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</P>
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<PRE>dump DUMP all custom 10 dump.lammpstrj id mol type element x y z ix iy iz
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dump_modify DUMP element C C O H H D D D
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</PRE>
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<P>The input file should now be ready for use!
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</P>
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<P>You will notice that the global temperature <I>thermo_temp</I> computed by
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LAMMPS is not 300. K as wanted. This is because LAMMPS treats DPs as
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standard atoms in his default compute. If you want to output the
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temperatures of the DC-DP pair centers of mass and of the DPs relative
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to their DCs, you should use the <A HREF = "compute_temp_drude.html">compute
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temp_drude</A>
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</P>
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<PRE>compute TDRUDE all temp/drude
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</PRE>
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<P>And then output the correct temperatures of the Drude oscillators
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using <I>thermo_style custom</I> with respectively <I>c_TDRUDE[1]</I> and
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<I>c_TDRUDE[2]</I>. These should be close to 300.0 and 1.0 on average.
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</P>
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<PRE>thermo_style custom step temp c_TDRUDE[1] c_TDRUDE[2]
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</PRE>
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<HR>
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<P><B>Thole screening</B>
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</P>
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<P>Dipolar interactions represented by point charges on springs may not
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be stable, for example if the atomic polarizability is too high for
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instance, a DP can escape from its DC and be captured by another DC,
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which makes the force and energy diverge and the simulation
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crash. Even without reaching this extreme case, the correlation
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between nearby dipoles on the same molecule may be exagerated. Often,
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special bond relations prevent bonded neighboring atoms to see the
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charge of each other's DP, so that the problem does not always appear.
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It is possible to use screened dipole dipole interactions by using the
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<A HREF = "pair_thole.html"><I>pair_style thole</I></A>. This is implemented as a
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correction to the Coulomb pair_styles, which dampens at short distance
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the interactions between the charges representing the induced dipoles.
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It is to be used as <I>hybrid/overlay</I> with any standard <I>coul</I> pair
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style. In our example, we would use
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</P>
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<PRE>pair_style hybrid/overlay lj/cut/coul/long 10.0 thole 2.6 10.0
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</PRE>
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<P>This tells LAMMPS that we are using two pair_styles. The first one is
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as above (<I>lj/cut/coul/long 10.0</I>). The second one is a <I>thole</I>
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pair_style with default screening factor 2.6 (<A HREF = "#Noskov">Noskov</A>) and
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cutoff 10.0.
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</P>
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<P>Since <I>hybrid/overlay</I> does not support mixing rules, the interaction
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coefficients of all the pairs of atom types with i < j should be
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explicitly defined. The output of the <I>polarizer</I> script can be used
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to complete the <I>pair_coeff</I> section of the input file. In our
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example, this will look like:
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</P>
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<PRE>pair_coeff 1 1 lj/cut/coul/long 0.0700 3.550
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pair_coeff 1 2 lj/cut/coul/long 0.0700 3.550
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pair_coeff 1 3 lj/cut/coul/long 0.1091 3.310
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pair_coeff 1 4 lj/cut/coul/long 0.0458 2.985
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pair_coeff 2 2 lj/cut/coul/long 0.0700 3.550
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pair_coeff 2 3 lj/cut/coul/long 0.1091 3.310
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pair_coeff 2 4 lj/cut/coul/long 0.0458 2.985
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pair_coeff 3 3 lj/cut/coul/long 0.1700 3.070
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pair_coeff 3 4 lj/cut/coul/long 0.0714 2.745
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pair_coeff 4 4 lj/cut/coul/long 0.0300 2.420
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pair_coeff * 5 lj/cut/coul/long 0.0000 0.000
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pair_coeff * 6* lj/cut/coul/long 0.0000 0.000
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pair_coeff 1 1 thole 1.090 2.510
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pair_coeff 1 2 thole 1.218 2.510
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pair_coeff 1 3 thole 0.829 1.590
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pair_coeff 1 6 thole 1.090 2.510
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pair_coeff 1 7 thole 1.218 2.510
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pair_coeff 1 8 thole 0.829 1.590
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pair_coeff 2 2 thole 1.360 2.510
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pair_coeff 2 3 thole 0.926 1.590
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pair_coeff 2 6 thole 1.218 2.510
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pair_coeff 2 7 thole 1.360 2.510
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pair_coeff 2 8 thole 0.926 1.590
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pair_coeff 3 3 thole 0.630 0.670
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pair_coeff 3 6 thole 0.829 1.590
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pair_coeff 3 7 thole 0.926 1.590
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pair_coeff 3 8 thole 0.630 0.670
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pair_coeff 6 6 thole 1.090 2.510
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pair_coeff 6 7 thole 1.218 2.510
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pair_coeff 6 8 thole 0.829 1.590
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pair_coeff 7 7 thole 1.360 2.510
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pair_coeff 7 8 thole 0.926 1.590
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pair_coeff 8 8 thole 0.630 0.670
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</PRE>
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<P>For the <I>thole</I> pair style the coefficients are
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</P>
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<OL><LI>the atom polarizability in units of cubic length
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<LI>the screening factor of the Thole function (optional, default value
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specified by the pair_style command)
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<LI>the cutoff (optional, default value defined by the pair_style command)
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</OL>
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<P>The special neighbors have charge-charge and charge-dipole
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interactions screened by the <I>coul</I> factors of the <I>special_bonds</I>
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command (0.0, 0.0, and 0.5 in the example above). Without using the
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pair_style <I>thole</I>, dipole-dipole interactions are screened by the
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same factor. By using the pair_style <I>thole</I>, dipole-dipole
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interactions are screened by Thole's function, whatever their special
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relationship (except within each DC-DP pair of course). Consider for
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example 1-2 neighbors: using the pair_style <I>thole</I>, their dipoles
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will see each other (despite the <I>coul</I> factor being 0.) and the
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interactions between these dipoles will be damped by Thole's function.
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</P>
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<HR>
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<P><B>Thermostats and barostats</B>
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</P>
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<P>Using a Nose-Hoover barostat with the <I>langevin/drude</I> thermostat is
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straightforward using fix <I>nph</I> instead of <I>nve</I>. For example:
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</P>
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<PRE>fix NPH all nph iso 1. 1. 500
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</PRE>
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<P>It is also possible to use a Nose-Hoover instead of a Langevin
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thermostat. This requires to use <A HREF = "fix_drude_transform.html"><I>fix
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drude/transform</I></A> just before and after the
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time intergation fixes. The <I>fix drude/transform/direct</I> converts the
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atomic masses, positions, velocities and forces into a reduced
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representation, where the DCs transform into the centers of mass of
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the DC-DP pairs and the DPs transform into their relative position
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with respect to their DC. The <I>fix drude/transform/inverse</I> performs
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the reverse transformation. For a NVT simulation, with the DCs and
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atoms at 300 K and the DPs at 1 K relative to their DC one would use
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</P>
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<PRE>fix DIRECT all drude/transform/direct
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fix NVT1 ATOMS nvt temp 300. 300. 100
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fix NVT2 DRUDES nvt temp 1. 1. 20
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fix INVERSE all drude/transform/inverse
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</PRE>
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<P>For our phenol example, the groups would be defined as
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</P>
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<PRE>group ATOMS type 1 2 3 4 5 # DCs and non-polarizable atoms
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group CORES type 1 2 3 # DCs
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group DRUDES type 6 7 8 # DPs
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</PRE>
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<P>Note that with the fixes <I>drude/transform</I>, it is not required to
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specify <I>comm_modify vel yes</I> because the fixes do it anyway (several
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times and for the forces also). To avoid the flying ice cube artifact
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<A HREF = "#Lamoureux">(Lamoureux)</A>, where the atoms progressively freeze and the
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center of mass of the whole system drifts faster and faster, the <I>fix
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momentum</I> can be used. For instance:
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</P>
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<PRE>fix MOMENTUM all momentum 100 linear 1 1 1
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</PRE>
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|
<P>It is a bit more tricky to run a NPT simulation with Nose-Hoover
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|
barostat and thermostat. First, the volume should be integrated only
|
|
once. So the fix for DCs and atoms should be <I>npt</I> while the fix for
|
|
DPs should be <I>nvt</I> (or vice versa). Second, the <I>fix npt</I> computes a
|
|
global pressure and thus a global temperature whatever the fix group.
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|
We do want the pressure to correspond to the whole system, but we want
|
|
the temperature to correspond to the fix group only. We must then use
|
|
the <I>fix_modify</I> command for this. In the end, the block of
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instructions for thermostating and barostating will look like
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</P>
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<PRE>compute TATOMS ATOMS temp
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fix DIRECT all drude/transform/direct
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fix NPT ATOMS npt temp 300. 300. 100 iso 1. 1. 500
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fix_modify NPT temp TATOMS press thermo_press
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fix NVT DRUDES nvt temp 1. 1. 20
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fix INVERSE all drude/transform/inverse
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</PRE>
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|
<HR>
|
|
|
|
<P><B>Rigid bodies</B>
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|
</P>
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|
<P>You may want to simulate molecules as rigid bodies (but polarizable).
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|
Common cases are water models such as <A HREF = "#SWM4-NDP">SWM4-NDP</A>, which is a
|
|
kind of polarizable TIP4P water. The rigid bodies and the DPs should
|
|
be integrated separately, even with the Langevin thermostat. Let us
|
|
review the different thermostats and ensemble combinations.
|
|
</P>
|
|
<P>NVT ensemble using Langevin thermostat:
|
|
</P>
|
|
<PRE>comm_modify vel yes
|
|
fix LANG all langevin/drude 300. 100 12435 1. 20 13977
|
|
fix RIGID ATOMS rigid/nve/small molecule
|
|
fix NVE DRUDES nve
|
|
</PRE>
|
|
<P>NVT ensemble using Nose-Hoover thermostat:
|
|
</P>
|
|
<PRE>fix DIRECT all drude/transform/direct
|
|
fix RIGID ATOMS rigid/nvt/small molecule temp 300. 300. 100
|
|
fix NVT DRUDES nvt temp 1. 1. 20
|
|
fix INVERSE all drude/transform/inverse
|
|
</PRE>
|
|
<P>NPT ensemble with Langevin thermostat:
|
|
</P>
|
|
<PRE>comm_modify vel yes
|
|
fix LANG all langevin/drude 300. 100 12435 1. 20 13977
|
|
fix RIGID ATOMS rigid/nph/small molecule iso 1. 1. 500
|
|
fix NVE DRUDES nve
|
|
</PRE>
|
|
<P>NPT ensemble using Nose-Hoover thermostat:
|
|
</P>
|
|
<PRE>compute TATOM ATOMS temp
|
|
fix DIRECT all drude/transform/direct
|
|
fix RIGID ATOMS rigid/npt/small molecule temp 300. 300. 100 iso 1. 1. 500
|
|
fix_modify RIGID temp TATOM press thermo_press
|
|
fix NVT DRUDES nvt temp 1. 1. 20
|
|
fix INVERSE all drude/transform/inverse
|
|
</PRE>
|
|
<HR>
|
|
|
|
<A NAME = "Lamoureux"></A>
|
|
|
|
<P><B>(Lamoureux)</B> Lamoureux and Roux, J Chem Phys, 119, 3025-3039 (2003)
|
|
</P>
|
|
<A NAME = "Schroeder"></A>
|
|
|
|
<P><B>(Schroeder)</B> Schröder and Steinhauser, J Chem Phys, 133,
|
|
154511 (2010).
|
|
</P>
|
|
<A NAME = "Jiang"></A>
|
|
|
|
<P><B>(Jiang)</B> Jiang, Hardy, Phillips, MacKerell, Schulten, and Roux,
|
|
J Phys Chem Lett, 2, 87-92 (2011).
|
|
</P>
|
|
<A NAME = "Thole"></A>
|
|
|
|
<P><B>(Thole)</B> Chem Phys, 59, 341 (1981).
|
|
</P>
|
|
<A NAME = "Noskov"></A>
|
|
|
|
<P><B>(Noskov)</B> Noskov, Lamoureux and Roux, J Phys Chem B, 109, 6705 (2005).
|
|
</P>
|
|
<A NAME = "SWM4-NDP"></A>
|
|
|
|
<P><B>(SWM4-NDP)</B> Lamoureux, Harder, Vorobyov, Roux, MacKerell, Chem Phys
|
|
Let, 418, 245-249 (2006)
|
|
</P>
|
|
</HTML>
|