fix hyper/local command

Syntax

fix ID group-ID hyper/local cutbond qfactor Vmax Tequil Dcut alpha Btarget
  • ID, group-ID are documented in fix command

  • hyper/local = style name of this fix command

  • cutbond = max distance at which a pair of atoms is considered bonded (distance units)

  • qfactor = max strain at which bias potential goes to 0.0 (unitless)

  • Vmax = estimated height of bias potential (energy units)

  • Tequil = equilibration temperature (temperature units)

  • Dcut = minimum distance between boosted bonds (distance units)

  • alpha = boostostat relaxation time (time units)

  • Btarget = desired time boost factor (unitless)

  • zero or more keyword/value pairs may be appended

    keyword = lost or check/bias or check/coeff
      lostbond value = error/warn/ignore
      check/bias values = Nevery error/warn/ignore
      check/coeff values = Nevery error/warn/ignore
    

Examples

fix 1 all hyper/local 1.0 0.3 0.8 300.0

Description

This fix is meant to be used with the hyper command to perform a bond-boost local hyperdynamics (LHD) simulation. The role of this fix is to a select multiple pairs of atoms in the system at each timestep to add a local bias potential to, which will alter the dynamics of the system in a manner that effectively accelerates time. This is in contrast to the fix hyper/global command, which can be user to perform a global hyperdynamics (GHD) simulation, by adding a global bias potential to a single pair of atoms at each timestep. GHD can time accelerate a small simulation with up to a few 100 atoms. For larger systems, LHD is needed to achieve good time acceleration.

For a system that undergoes rare transition events, where one or more atoms move over an energy barrier to a new potential energy basin, the effect of the bias potential is to induce more rapid transitions. This can lead to a dramatic speed-up in the rate at which events occurs, without altering their relative frequencies, thus leading to an overall increase in the elapsed real time of the simulation as compared to running for the same number of timesteps with normal MD. See the hyper doc page for a more general discussion of hyperdynamics and citations that explain both GHD and LHD.

The equations and logic used by this fix and described here to perform LHD follow the description given in (Voter2013). The bond-boost form of a bias potential for HD is due to Miron and Fichthorn as described in (Miron).

To understand this description, you should first read the description of the GHD algorithm on the fix hyper/global doc page. This description of LHD builds on the GHD description.

The definition of bonds, Eij, and Emax are the same for GHD and LHD. The formulas for Vij(max) and Fij(max) are also the same except for a pre-factor Cij, explained below.

The bias energy Vij applied to a bond IJ with maximum strain is

Vij(max) = Cij * Vmax * (1 - (Eij/q)^2) for abs(Eij) < qfactor
         = 0 otherwise

The derivative of Vij(max) with respect to the position of each atom in the IJ bond gives a bias force Fij(max) acting on the bond as

Fij(max) = - dVij(max)/dEij = 2 Cij Vmax Eij / qfactor^2   for abs(Eij) < qfactor
         = 0 otherwise

which can be decomposed into an equal and opposite force acting on only the two I,J atoms in the IJ bond.

The key difference is that in GHD a bias energy and force is added (on a particular timestep) to only one bond (pair of atoms) in the system, which is the bond with maximum strain Emax.

In LHD, a bias energy and force can be added to multiple bonds separated by the specified Dcut distance or more. A bond IJ is biased if it is the maximum strain bond within its local “neighborhood”, which is defined as the bond IJ plus any neighbor bonds within a distance Dcut from IJ. The “distance” between bond IJ and bond KL is the minimum distance between any of the IK, IL, JK, JL pairs of atoms.

For a large system, multiple bonds will typically meet this requirement, and thus a bias potential Vij(max) will be applied to many bonds on the same timestep.

In LHD, all bonds store a Cij prefactor which appears in the Vij(max) and Fij(max) equations above. Note that the Cij factor scales the strength of the bias energy and forces whenever bond IJ is the maximum strain bond in its neighborhood.

Cij is initialized to 1.0 when a bond between the I,J atoms is first defined. The specified Btarget factor is then used to adjust the Cij prefactors for each bond every timestep in the following manner.

An instantaneous boost factor Bij is computed each timestep for each bond, as

Bij = exp(beta * Vkl(max))

where Vkl(max) is the bias energy of the maxstrain bond KL within bond IJ’s neighborhood, beta = 1/kTequil, and Tequil is the temperature of the system and an argument to this fix.

Note

To run LHD, the input script must also use the fix langevin command to thermostat the atoms at the same Tequil as specified by this fix, so that the system is running constant-temperature (NVT) dynamics. LAMMPS does not check that this is done.

Note that if IJ = KL, then bond IJ is a biased bond on that timestep, otherwise it is not. But regardless, the boost factor Bij can be thought of an estimate of time boost currently being applied within a local region centered on bond IJ. For LHD, we want this to be the specified Btarget value everywhere in the simulation domain.

To accomplish this, if Bij < Btarget, the Cij prefactor for bond IJ is incremented on the current timestep by an amount proportional to the inverse of the specified alpha and the difference (Bij - Btarget). Conversely if Bij > Btarget, Cij is decremented by the same amount. This procedure is termed “boostostatting” in (Voter2013). It drives all of the individual Cij to values such that when Vijmax is applied as a bias to bond IJ, the resulting boost factor Bij will be close to Btarget on average. Thus the LHD time acceleration factor for the overall system is effectively Btarget.

Note that in LHD, the boost factor Btarget is specified by the user. This is in contrast to global hyperdynamics (GHD) where the boost factor varies each timestep and is computed as a function of Vmax, Emax, and Tequil; see the fix hyper/global doc page for details.


Here is additional information on the input parameters for LHD.

Note that the cutbond, qfactor, and Tequil arguments have the same meaning as for GHD. The Vmax argument is slightly different. The Dcut, alpha, and Btarget parameters are unique to LHD.

The cutbond argument is the cutoff distance for defining bonds between pairs of nearby atoms. A pair of I,J atoms in their equilibrium, minimum-energy configuration, which are separated by a distance Rij < cutbond, are flagged as a bonded pair. Setting cubond to be ~25% larger than the nearest-neighbor distance in a crystalline lattice is a typical choice for solids, so that bonds exist only between nearest neighbor pairs.

The qfactor argument is the limiting strain at which the bias potential goes to 0.0. It is dimensionless, so a value of 0.3 means a bond distance can be up to 30% larger or 30% smaller than the equilibrium (quenched) R0ij distance and the two atoms in the bond could still experience a non-zero bias force.

If qfactor is set too large, then transitions from one energy basin to another are affected because the bias potential is non-zero at the transition state (e.g. saddle point). If qfactor is set too small than little boost can be achieved because the Eij strain of some bond in the system will (nearly) always exceed qfactor. A value of 0.3 for qfactor is typically a reasonable value.

The Vmax argument is a fixed prefactor on the bias potential. There is a also a dynamic prefactor Cij, driven by the choice of Btarget as discussed above. The product of these should be a value less than the smallest barrier height for an event to occur. Otherwise the applied bias potential may be large enough (when added to the interatomic potential) to produce a local energy basin with a maxima in the center. This can produce artificial energy minima in the same basin that trap an atom. Or if Cij*Vmax is even larger, it may induce an atom(s) to rapidly transition to another energy basin. Both cases are “bad dynamics” which violate the assumptions of LHD that guarantee an accelerated time-accurate trajectory of the system.

Note

It may seem that Vmax can be set to any value, and Cij will compensate to reduce the overall prefactor if necessary. However the Cij are initialized to 1.0 and the boostostatting procedure typically operates slowly enough that there can be a time period of bad dynamics if Vmax is set too large. A better strategy is to set Vmax to the smallest barrier height for an event (the same as for GHD), so that the Cij remain near unity.

The Tequil argument is the temperature at which the system is simulated; see the comment above about the fix langevin thermostatting. It is also part of the beta term in the exponential factor that determines how much boost is achieved as a function of the bias potential. See the discussion of the Btarget argument below.

As discussed above, the Dcut argument is the distance required between two locally maxstrain bonds for them to both be selected as biased bonds on the same timestep. Computationally, the larger Dcut is, the more work (computation and communication) must be done each timestep within the LHD algorithm. And the fewer bonds can be simultaneously biased, which may mean the specified Btarget time acceleration cannot be achieved.

Physically Dcut should be a long enough distance that biasing two pairs of atoms that close together will not influence the dynamics of each pair. E.g. something like 2x the cutoff of the interatomic potential. In practice a Dcut value of ~10 Angstroms seems to work well for many solid-state systems.

Note

You must also insure that ghost atom communication is performed for a distance of at least Dcut + cutevent where cutevent = the distance one or more atoms move (between quenched states) to be considered an “event”. It is an argument to the “compute event/displace” command used to detect events. By default the ghost communication distance is set by the pair_style cutoff, which will typically be < Dcut. The comm_modify cutoff command can be used to set the ghost cutoff explicitly, e.g.

comm_modify cutoff 12.0

This fix does not know the cutevent parameter, but uses half the bond length as an estimate to warn if the ghost cutoff is not long enough.

As described above the alpha argument is a pre-factor in the boostostat update equation for each bond’s Cij prefactor. Alpha is specified in time units, similar to other thermostat or barostat damping parameters. It is roughly the physical time it will take the boostostat to adjust a Cij value from a too high (or too low) value to a correct one. An alpha setting of a few ps is typically good for solid-state systems. Note that the alpha argument here is the inverse of the alpha parameter discussed in (Voter2013).

The Btarget argument is the desired time boost factor (a value > 1) that all the atoms in the system will experience. The elapsed time t_hyper for an LHD simulation running for N timesteps is simply

t_hyper = Btarget * N*dt

where dt is the timestep size defined by the timestep command. The effective time acceleration due to LHD is thus t_hyper / N*dt = Btarget, where N*dt is elapsed time for a normal MD run of N timesteps.

You cannot choose an arbitrarily large setting for Btarget. The maximum value you should choose is

Btarget = exp(beta * Vsmall)

where Vsmall is the smallest event barrier height in your system, beta = 1/kTequil, and Tequil is the specified temperature of the system (both by this fix and the Langevin thermostat).

Note that if Btarget is set smaller than this, the LHD simulation will run correctly. There will just be fewer events because the hyper time (t_hyper equation above) will be shorter.

Note

If you have no physical intuition as to the smallest barrier height in your system, a reasonable strategy to determine the largest Btarget you can use for an LHD model, is to run a sequence of simulations with smaller and smaller Btarget values, until the event rate does not change.


Restart, fix_modify, output, run start/stop, minimize info:

No information about this fix is written to binary restart files.

The fix_modify energy option is supported by this fix to add the energy of the bias potential to the the system’s potential energy as part of thermodynamic output.

This fix computes a global scalar and global vector of length 23, which can be accessed by various output commands. The scalar is the magnitude of the bias potential (energy units) applied on the current timestep, summed over all biased bonds. The vector stores the following quantities:

  • 1 = # of biased bonds on this step
  • 2 = max strain Eij of any bond on this step (unitless)
  • 3 = average bias potential for all biased bonds on this step (energy units)
  • 4 = average # of bonds/atom on this step
  • 5 = average neighbor bonds/bond on this step within Dcut
  • 6 = fraction of steps and bonds with no bias during this run
  • 7 = max drift distance of any atom during this run (distance units)
  • 8 = max bond length during this run (distance units)
  • 9 = average # of biased bonds/step during this run
  • 10 = average bias potential for all biased bonds during this run (energy units)
  • 11 = max bias potential for any biased bond during this run (energy units)
  • 12 = min bias potential for any biased bond during this run (energy units)
  • 13 = max distance from my sub-box of any ghost atom with maxstrain < qfactor during this run (distance units)
  • 14 = max distance outside my box of any ghost atom with any maxstrain during this run (distance units)
  • 15 = count of ghost neighbor atoms not found on reneighbor steps during this run
  • 16 = count of lost bond partners during this run
  • 17 = average bias coeff for lost bond partners during this run
  • 18 = count of bias overlaps found during this run
  • 19 = count of non-matching bias coefficients found during this run
  • 20 = cumulative hyper time since fix created (time units)
  • 21 = cumulative count of event timesteps since fix created
  • 22 = cumulative count of atoms in events since fix created
  • 23 = cumulative # of new bonds since fix created

The first quantities (1-5) are for the current timestep. Quantities 6-19 are for the current hyper run. They are reset each time a new hyper run is performed. Quantities 20-23 are cumulative across multiple runs (since the fix was defined in the input script).

For value 6, the numerator is a count of all biased bonds on every timestep whose bias energy = 0.0 due to Eij >= qfactor. The denominator is the count of all biased bonds on all timesteps.

For value 7, drift is the distance an atom moves between timesteps when the bond list is reset, i.e. between events. Atoms involved in an event will typically move the greatest distance since others are typically oscillating around their lattice site.

For values 13 and 14, the maxstrain of a ghost atom is the maxstrain of any bond it is part of, and it is checked for ghost atoms within the bond neighbor cutoff.

Values 15-19 are mostly useful for debugging and diagnostic purposes.

For values 15-17, it is possible that a ghost atom owned by another processor will move far enough (e.g. as part of an event-in-progress) that it will no longer be within the communication cutoff distance for acquiring ghost atoms. Likewise it may be a ghost atom bond partner that cannot be found because it has moved too far. These values count those occurrences. Because they typically involve atoms that are part of events, they do not usually indicate bad dynamics. Value 16 is the average bias coefficient for bonds where a partner atom was lost.

For value 18, no two bonds should be biased if they are within a Dcut distance of each other. This value should be zero, indicating that no pair of bonds “overlap”, meaning they are closer than Dcut from each other.

For value 19, the same bias coefficient is stored by both atoms in an IJ bond. This value should be zero, indicating that for all bonds, each atom in the bond stores the a bias coefficient with the same value.

Value 20 is simply the specified boost factor times the number of timestep times the timestep size.

For value 21, events are checked for by the hyper command once every Nevent timesteps. This value is the count of those timesteps on which one (or more) events was detected. It is NOT the number of distinct events, since more than one event may occur in the same Nevent time window.

For value 22, each time the hyper command checks for an event, it invokes a compute to flag zero or more atoms as participating in one or more events. E.g. atoms that have displaced more than some distance from the previous quench state. Value 22 is the cumulative count of the number of atoms participating in any of the events that were found.

Value 23 tallies the number of new bonds created by the bond reset operation. Bonds between a specific I,J pair of atoms may persist for the entire hyperdynamics simulation if neither I or J are involved in an event.

The scalar and vector values calculated by this fix are all “intensive”.

No parameter of this fix can be used with the start/stop keywords of the run command. This fix is not invoked during energy minimization.

Restrictions

This fix is part of the REPLICA package. It is only enabled if LAMMPS was built with that package. See the Build package doc page for more info.