Shortcut: SMAC

Module	symfunc
Description	Usage
Calculate the SMAC order parameter for a set of molecules
output value	type
the value of the smac parameter for each of the input molecules	vector

Details and examples

Calculate the SMAC order parameter for a set of molecules

This shortcut action provides a quantity that can be thought of as a symmetry function for molecules. You can thus use it to detect whether the molecules in a sample are ordered in the way that they would expect to be ordered in the crystal. If you are using this CV you normally use the COM command to define centers of mass for your molecules and the DISTANCE or PLANE command to define each molecules orientation. You can thus calculate the relative orientation molecules $i$ and $j$ by calculating the torsional angle, $\theta_{ij}$, between the two molecular orientations around the vector $r_{ij}$ connecting the centers of mass of the two molecules. The value of the molecular order parameter for molecule $i$ is thus calculated as:

$$s_i = frac{1-\gamma(c_i)}{c_i} \sum_j \sigma(|r_{ij}|) \sum_k K\left( \frac{\theta_{ij} - \phi_k}{b} \right) \qquad \textrm{where} \qquad c_i = \sum_j \sigma(|r_{ij}|)$$

In this expression $\sigma$ is a switching function that acts on the distance between the centers of mass of molecules $i$ and $j$. $c_i$ is thus the number of molecules that are within a certain cutoff of molecule $i$ and $\gamma$ is another switching function that acts upon this quantity. This switching function ensures that the symmetry function is zero for atoms that are regions where the density of molecules are low. $K$ is then a kernel function with bandwidth $b$ that is centered at $\phi_k$. The function above is thus only large if molecule $i$ is surrounded by molecules whose relative orientations are as the user has requested by specifying $\phi_k$ parameters.

The following example illustrates how the SMAC order parameter in PLUMED is used:

Click on the labels of the actions for more information on what each action computes

m3The DISTANCE action with label m3 calculates the following quantities:
 Quantity   
 Type   
 Description  
m3.x
vector
the x-component of the vector connecting the two atoms
m3.y
vector
the y-component of the vector connecting the two atoms
m3.z
vector
the z-component of the vector connecting the two atoms: DISTANCESCalculate the distances between multiple piars of atoms This action is a shortcut. More details ...
   ATOMS1the pairs of atoms that you would like to calculate the angles for=9,10 LOCATION1the location at which the CV is assumed to be in space=9
   ATOMS2the pairs of atoms that you would like to calculate the angles for=89,90 LOCATION2the location at which the CV is assumed to be in space=89
   ATOMS3the pairs of atoms that you would like to calculate the angles for=473,474 LOCATION3the location at which the CV is assumed to be in space=473
   ATOMS4the pairs of atoms that you would like to calculate the angles for=1161,1162 LOCATION4the location at which the CV is assumed to be in space=1161
   ATOMS5the pairs of atoms that you would like to calculate the angles for=1521,1522 LOCATION5the location at which the CV is assumed to be in space=1521
   ATOMS6the pairs of atoms that you would like to calculate the angles for=1593,1594 LOCATION6the location at which the CV is assumed to be in space=1593
   ATOMS7the pairs of atoms that you would like to calculate the angles for=1601,1602 LOCATION7the location at which the CV is assumed to be in space=1601
   ATOMS8the pairs of atoms that you would like to calculate the angles for=2201,2202 LOCATION8the location at which the CV is assumed to be in space=2201
   COMPONENTS calculate the x, y and z components of the distance separately and store them as label
...
# PLUMED interprets the command:
# m3: DISTANCES ...
#    ATOMS1=9,10 LOCATION1=9
#    ATOMS2=89,90 LOCATION2=89
#    ATOMS3=473,474 LOCATION3=473
#    ATOMS4=1161,1162 LOCATION4=1161
#    ATOMS5=1521,1522 LOCATION5=1521
#    ATOMS6=1593,1594 LOCATION6=1593
#    ATOMS7=1601,1602 LOCATION7=1601
#    ATOMS8=2201,2202 LOCATION8=2201
#    COMPONENTS
# ...
# as follows (Click the red comment above to revert to the short version of the input):
m3_grpThe GROUP action with label m3_grp calculates the following quantities:
 Quantity   
 Type   
 Description  
m3_grp
atoms
indices of atoms specified in GROUP: GROUPDefine a group of atoms so that a particular list of atoms can be referenced with a single label in definitions of CVs or virtual atoms. More details ATOMSthe numerical indexes for the set of atoms in the group=9,89,473,1161,1521,1593,1601,2201
m3: DISTANCECalculate the distance/s between pairs of atoms. More details COMPONENTS calculate the x, y and z components of the distance separately and store them as label ATOMS1the pair of atom that we are calculating the distance between=9,10 ATOMS2the pair of atom that we are calculating the distance between=89,90 ATOMS3the pair of atom that we are calculating the distance between=473,474 ATOMS4the pair of atom that we are calculating the distance between=1161,1162 ATOMS5the pair of atom that we are calculating the distance between=1521,1522     # Action input conctinues with 3 further ATOMSn keywords, 
# --- End of included input --- 
s2The SMAC action with label s2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2
vector
the value of the smac parameter for each of the input molecules
s2_morethan
scalar
the number of colvars that have a value more than a threshold: SMACCalculate the SMAC order parameter for a set of molecules This action is a shortcut. More details SPECIESthe label of the DISTANCES or PLANES action that computes the orientations of the molecules for which you would like to compute SMAC=m3 KERNEL1The kernels used in the function of the angle={GAUSSIAN CENTER=0 SIGMA=0.480} KERNEL2The kernels used in the function of the angle={GAUSSIAN CENTER=pi SIGMA=0.480} SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above. Options for this keyword are explained in the documentation for LESS_THAN.={RATIONAL R_0=0.6} MORE_THANcalculate the number of variables that are more than a certain target value. Options for this keyword are explained in the documentation for MORE_THAN.={RATIONAL R_0=0.7} SWITCH_COORDThis keyword is used to define the coordination switching function. Options for this keyword are explained in the documentation for LESS_THAN.={EXP R_0=4}
# PLUMED interprets the command:
# s2: SMAC SPECIES=m3 KERNEL1={GAUSSIAN CENTER=0 SIGMA=0.480} KERNEL2={GAUSSIAN CENTER=pi SIGMA=0.480} SWITCH={RATIONAL R_0=0.6} MORE_THAN={RATIONAL R_0=0.7} SWITCH_COORD={EXP R_0=4}
# as follows (Click the red comment above to revert to the short version of the input):
s2_vecsThe VSTACK action with label s2_vecs calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_vecs
matrix
a matrix that contains the input vectors in its columns: VSTACKCreate a matrix by stacking vectors together More details ARGthe values that you would like to stack together to construct the output matrix=m3.x,m3.y,m3.z
s2_vecsTThe TRANSPOSE action with label s2_vecsT calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_vecsT
matrix
the transpose of the input matrix: TRANSPOSECalculate the transpose of a matrix More details ARGthe label of the vector or matrix that should be transposed=s2_vecs
s2_cmapThe CONTACT_MATRIX action with label s2_cmap calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_cmap
matrix
a matrix containing the weights for the bonds between each pair of atoms: CONTACT_MATRIXAdjacency matrix in which two atoms are adjacent if they are within a certain cutoff. More details GROUPspecifies the list of atoms that should be assumed indistinguishable=m3 SWITCHthe input for the switching function that acts upon the distance between each pair of atoms. Options for this keyword are explained in the documentation for LESS_THAN.={RATIONAL R_0=0.6}
s2_tpmatThe TORSIONS_MATRIX action with label s2_tpmat calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_tpmat
matrix
the matrix of torsions between the two vectors of input directors: TORSIONS_MATRIXCalculate the matrix of torsions between two vectors of molecules More details ARGan Nx3 and a 3xN matrix that contain the bond vectors that you would like to determine the torsion angles between=s2_vecs,s2_vecsT POSITIONS1the positions to use for the molecules specified using the first argument=m3 POSITIONS2the positions to use for the molecules specified using the second argument=m3 MASKa matrix that is used to used to determine which elements of this matrix to compute=s2_cmap
s2_kf1_r2The COMBINE action with label s2_kf1_r2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf1_r2
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_tpmat COEFFICIENTS the coefficients of the arguments in your function=4.34028 PARAMETERS the parameters of the arguments in your function=0 POWERS the powers to which you are raising each of the arguments in your function=2
s2_kf1The CUSTOM action with label s2_kf1 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf1
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO FUNCthe function you wish to evaluate=exp(-x/2) ARGthe values input to this function=s2_kf1_r2
s2_kf2_r2The COMBINE action with label s2_kf2_r2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf2_r2
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_tpmat COEFFICIENTS the coefficients of the arguments in your function=4.34028 PARAMETERS the parameters of the arguments in your function=pi POWERS the powers to which you are raising each of the arguments in your function=2
s2_kf2The CUSTOM action with label s2_kf2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf2
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO FUNCthe function you wish to evaluate=exp(-x/2) ARGthe values input to this function=s2_kf2_r2
s2_ksumThe COMBINE action with label s2_ksum calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_ksum
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_kf1,s2_kf2
s2_prodThe CUSTOM action with label s2_prod calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_prod
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details ARGthe values input to this function=s2_cmap,s2_ksum FUNCthe function you wish to evaluate=x*y PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
s2_onesThe CONSTANT action with label s2_ones calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_ones
vector
the constant value that was read from the plumed input: ONESCreate a constant vector with all elements equal to one More details SIZEthe number of ones that you would like to create=8
s2The MATRIX_VECTOR_PRODUCT action with label s2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2
vector
the vector that is obtained by taking the product between the matrix and the vector that were input: MATRIX_VECTOR_PRODUCTCalculate the product of the matrix and the vector More details ARGthe label for the matrix and the vector/scalar that are being multiplied=s2_prod,s2_ones
s2_denomThe MATRIX_VECTOR_PRODUCT action with label s2_denom calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_denom
vector
the vector that is obtained by taking the product between the matrix and the vector that were input: MATRIX_VECTOR_PRODUCTCalculate the product of the matrix and the vector More details ARGthe label for the matrix and the vector/scalar that are being multiplied=s2_cmap,s2_ones
s2_mtdenomThe MORE_THAN action with label s2_mtdenom calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_mtdenom
vector
the vector obtained by doing an element-wise application of a function that is one if the if the input is more than a threshold to the input vectors: MORE_THANUse a switching function to determine how many of the input variables are more than a certain cutoff. More details ARGthe values input to this function=s2_denom SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above={EXP R_0=4}
s2_smacThe CUSTOM action with label s2_smac calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_smac
vector
the vector obtained by doing an element-wise application of an arbitrary function to the input vectors: CUSTOMCalculate a combination of variables using a custom expression. More details ARGthe values input to this function=s2,s2_mtdenom,s2_denom FUNCthe function you wish to evaluate=(x*y)/z PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
s2_mtThe MORE_THAN action with label s2_mt calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_mt
vector
the vector obtained by doing an element-wise application of a function that is one if the if the input is more than a threshold to the input vectors: MORE_THANUse a switching function to determine how many of the input variables are more than a certain cutoff. More details ARGthe values input to this function=s2_smac SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above={RATIONAL R_0=0.7}
s2_morethanThe SUM action with label s2_morethan calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_morethan
scalar
the SUM of the elements in the input value: SUMCalculate the sum of the arguments More details ARGthe vector/matrix/grid whose elements shuld be added together=s2_mt PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
# --- End of included input --- 
PRINTPrint quantities to a file. More details ARGthe labels of the values that you would like to print to the file=s2_morethan FILEthe name of the file on which to output these quantities=colvar

Here the orientations of the molecules are specified by calculating the vectors connecting pairs of atoms in the molecules. The LOCATION keywords in the distance command are used to specify the positions of the molecules from which the $r_{ij}$ vectors in the above expression are calculated. The sum over $k$ in the above expression has two terms corresponding to the two Gaussian kernels that have been specified using KERNEL keywords. The SWITCH keyword has been used to specify the parameters of the switching function $\sigma$, while the SWITCH_COORD keyword has been used to specify the parameters of the switching function $\gamma$.

A vector of 8 values for $s_i$ is calculated. The elements of this vector are transformed by a switching function that is one if the $s_i$ value is larger than 0.7. The eight elements of the resulting vector of transformed $s_i$ are then added together to determine the final quantity that is output to the colvar file.

Incidentally, the authors who designed the SMAC symmetry function have forgotten what the letters in this acronym stand for.

Working with two types of molecule

You can use two different sets of vectors in the input to this action as shown below:

Click on the labels of the actions for more information on what each action computes

m3The DISTANCE action with label m3 calculates the following quantities:
 Quantity   
 Type   
 Description  
m3.x
vector
the x-component of the vector connecting the two atoms
m3.y
vector
the y-component of the vector connecting the two atoms
m3.z
vector
the z-component of the vector connecting the two atoms: DISTANCESCalculate the distances between multiple piars of atoms This action is a shortcut. More details ...
   ATOMS1the pairs of atoms that you would like to calculate the angles for=9,10 LOCATION1the location at which the CV is assumed to be in space=9
   ATOMS2the pairs of atoms that you would like to calculate the angles for=89,90 LOCATION2the location at which the CV is assumed to be in space=89
   ATOMS3the pairs of atoms that you would like to calculate the angles for=473,474 LOCATION3the location at which the CV is assumed to be in space=473
   ATOMS4the pairs of atoms that you would like to calculate the angles for=1161,1162 LOCATION4the location at which the CV is assumed to be in space=1161
   COMPONENTS calculate the x, y and z components of the distance separately and store them as label
...
# PLUMED interprets the command:
# m3: DISTANCES ...
#    ATOMS1=9,10 LOCATION1=9
#    ATOMS2=89,90 LOCATION2=89
#    ATOMS3=473,474 LOCATION3=473
#    ATOMS4=1161,1162 LOCATION4=1161
#    COMPONENTS
# ...
# as follows (Click the red comment above to revert to the short version of the input):
m3_grpThe GROUP action with label m3_grp calculates the following quantities:
 Quantity   
 Type   
 Description  
m3_grp
atoms
indices of atoms specified in GROUP: GROUPDefine a group of atoms so that a particular list of atoms can be referenced with a single label in definitions of CVs or virtual atoms. More details ATOMSthe numerical indexes for the set of atoms in the group=9,89,473,1161
m3: DISTANCECalculate the distance/s between pairs of atoms. More details COMPONENTS calculate the x, y and z components of the distance separately and store them as label ATOMS1the pair of atom that we are calculating the distance between=9,10 ATOMS2the pair of atom that we are calculating the distance between=89,90 ATOMS3the pair of atom that we are calculating the distance between=473,474 ATOMS4the pair of atom that we are calculating the distance between=1161,1162
# --- End of included input --- 
m4The DISTANCE action with label m4 calculates the following quantities:
 Quantity   
 Type   
 Description  
m4.x
vector
the x-component of the vector connecting the two atoms
m4.y
vector
the y-component of the vector connecting the two atoms
m4.z
vector
the z-component of the vector connecting the two atoms: DISTANCESCalculate the distances between multiple piars of atoms This action is a shortcut. More details ...
   ATOMS1the pairs of atoms that you would like to calculate the angles for=1521,1522 LOCATION1the location at which the CV is assumed to be in space=1521
   ATOMS2the pairs of atoms that you would like to calculate the angles for=1593,1594 LOCATION2the location at which the CV is assumed to be in space=1593
   ATOMS3the pairs of atoms that you would like to calculate the angles for=1601,1602 LOCATION3the location at which the CV is assumed to be in space=1601
   ATOMS4the pairs of atoms that you would like to calculate the angles for=2201,2202 LOCATION4the location at which the CV is assumed to be in space=2201
   COMPONENTS calculate the x, y and z components of the distance separately and store them as label
...
# PLUMED interprets the command:
# m4: DISTANCES ...
#    ATOMS1=1521,1522 LOCATION1=1521
#    ATOMS2=1593,1594 LOCATION2=1593
#    ATOMS3=1601,1602 LOCATION3=1601
#    ATOMS4=2201,2202 LOCATION4=2201
#    COMPONENTS
# ...
# as follows (Click the red comment above to revert to the short version of the input):
m4_grpThe GROUP action with label m4_grp calculates the following quantities:
 Quantity   
 Type   
 Description  
m4_grp
atoms
indices of atoms specified in GROUP: GROUPDefine a group of atoms so that a particular list of atoms can be referenced with a single label in definitions of CVs or virtual atoms. More details ATOMSthe numerical indexes for the set of atoms in the group=1521,1593,1601,2201
m4: DISTANCECalculate the distance/s between pairs of atoms. More details COMPONENTS calculate the x, y and z components of the distance separately and store them as label ATOMS1the pair of atom that we are calculating the distance between=1521,1522 ATOMS2the pair of atom that we are calculating the distance between=1593,1594 ATOMS3the pair of atom that we are calculating the distance between=1601,1602 ATOMS4the pair of atom that we are calculating the distance between=2201,2202
# --- End of included input --- 
s2The SMAC action with label s2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2
vector
the value of the smac parameter for each of the input molecules
s2_morethan
scalar
the number of colvars that have a value more than a threshold: SMACCalculate the SMAC order parameter for a set of molecules This action is a shortcut. More details SPECIESAthe label of the DISTANCES or PLANES action that computes the orientations of the molecules for which you would like to compute SMAC=m3 SPECIESBthe label of the DISTANCES or PLANES action that computes the orientations of the molecules that should be considered as part of the coordination sphere=m4 KERNEL1The kernels used in the function of the angle={GAUSSIAN CENTER=0 SIGMA=0.480} KERNEL2The kernels used in the function of the angle={GAUSSIAN CENTER=pi SIGMA=0.480} SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above. Options for this keyword are explained in the documentation for LESS_THAN.={RATIONAL R_0=0.6} MORE_THANcalculate the number of variables that are more than a certain target value. Options for this keyword are explained in the documentation for MORE_THAN.={RATIONAL R_0=0.7} SWITCH_COORDThis keyword is used to define the coordination switching function. Options for this keyword are explained in the documentation for LESS_THAN.={EXP R_0=4}
# PLUMED interprets the command:
# s2: SMAC SPECIESA=m3 SPECIESB=m4 KERNEL1={GAUSSIAN CENTER=0 SIGMA=0.480} KERNEL2={GAUSSIAN CENTER=pi SIGMA=0.480} SWITCH={RATIONAL R_0=0.6} MORE_THAN={RATIONAL R_0=0.7} SWITCH_COORD={EXP R_0=4}
# as follows (Click the red comment above to revert to the short version of the input):
s2_vecsaThe VSTACK action with label s2_vecsa calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_vecsa
matrix
a matrix that contains the input vectors in its columns: VSTACKCreate a matrix by stacking vectors together More details ARGthe values that you would like to stack together to construct the output matrix=m3.x,m3.y,m3.z
s2_vecsbThe VSTACK action with label s2_vecsb calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_vecsb
matrix
a matrix that contains the input vectors in its columns: VSTACKCreate a matrix by stacking vectors together More details ARGthe values that you would like to stack together to construct the output matrix=m4.x,m4.y,m4.z
s2_vecsbTThe TRANSPOSE action with label s2_vecsbT calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_vecsbT
matrix
the transpose of the input matrix: TRANSPOSECalculate the transpose of a matrix More details ARGthe label of the vector or matrix that should be transposed=s2_vecsb
s2_cmapThe CONTACT_MATRIX action with label s2_cmap calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_cmap
matrix
a matrix containing the weights for the bonds between each pair of atoms: CONTACT_MATRIXAdjacency matrix in which two atoms are adjacent if they are within a certain cutoff. More details GROUPAwhen you are calculating the adjacency matrix between two sets of atoms this keyword is used to specify the atoms along with the keyword GROUPB=m3 GROUPBwhen you are calculating the adjacency matrix between two sets of atoms this keyword is used to specify the atoms along with the keyword GROUPA=m4 SWITCHthe input for the switching function that acts upon the distance between each pair of atoms. Options for this keyword are explained in the documentation for LESS_THAN.={RATIONAL R_0=0.6}
s2_tpmatThe TORSIONS_MATRIX action with label s2_tpmat calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_tpmat
matrix
the matrix of torsions between the two vectors of input directors: TORSIONS_MATRIXCalculate the matrix of torsions between two vectors of molecules More details ARGan Nx3 and a 3xN matrix that contain the bond vectors that you would like to determine the torsion angles between=s2_vecsa,s2_vecsbT POSITIONS1the positions to use for the molecules specified using the first argument=m3 POSITIONS2the positions to use for the molecules specified using the second argument=m4 MASKa matrix that is used to used to determine which elements of this matrix to compute=s2_cmap
s2_kf1_r2The COMBINE action with label s2_kf1_r2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf1_r2
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_tpmat COEFFICIENTS the coefficients of the arguments in your function=4.34028 PARAMETERS the parameters of the arguments in your function=0 POWERS the powers to which you are raising each of the arguments in your function=2
s2_kf1The CUSTOM action with label s2_kf1 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf1
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO FUNCthe function you wish to evaluate=exp(-x/2) ARGthe values input to this function=s2_kf1_r2
s2_kf2_r2The COMBINE action with label s2_kf2_r2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf2_r2
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_tpmat COEFFICIENTS the coefficients of the arguments in your function=4.34028 PARAMETERS the parameters of the arguments in your function=pi POWERS the powers to which you are raising each of the arguments in your function=2
s2_kf2The CUSTOM action with label s2_kf2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_kf2
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO FUNCthe function you wish to evaluate=exp(-x/2) ARGthe values input to this function=s2_kf2_r2
s2_ksumThe COMBINE action with label s2_ksum calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_ksum
matrix
the matrix obtained by doing an element-wise application of a linear combination to the input matrix: COMBINECalculate a polynomial combination of a set of other variables. More details MASKthe label for a sparse vector/matrix that should be used to determine which elements of the vector/matrix should be computed=s2_cmap PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO ARGthe values input to this function=s2_kf1,s2_kf2
s2_prodThe CUSTOM action with label s2_prod calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_prod
matrix
the matrix obtained by doing an element-wise application of an arbitrary function to the input matrix: CUSTOMCalculate a combination of variables using a custom expression. More details ARGthe values input to this function=s2_cmap,s2_ksum FUNCthe function you wish to evaluate=x*y PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
s2_onesThe CONSTANT action with label s2_ones calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_ones
vector
the constant value that was read from the plumed input: ONESCreate a constant vector with all elements equal to one More details SIZEthe number of ones that you would like to create=4
s2The MATRIX_VECTOR_PRODUCT action with label s2 calculates the following quantities:
 Quantity   
 Type   
 Description  
s2
vector
the vector that is obtained by taking the product between the matrix and the vector that were input: MATRIX_VECTOR_PRODUCTCalculate the product of the matrix and the vector More details ARGthe label for the matrix and the vector/scalar that are being multiplied=s2_prod,s2_ones
s2_denomThe MATRIX_VECTOR_PRODUCT action with label s2_denom calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_denom
vector
the vector that is obtained by taking the product between the matrix and the vector that were input: MATRIX_VECTOR_PRODUCTCalculate the product of the matrix and the vector More details ARGthe label for the matrix and the vector/scalar that are being multiplied=s2_cmap,s2_ones
s2_mtdenomThe MORE_THAN action with label s2_mtdenom calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_mtdenom
vector
the vector obtained by doing an element-wise application of a function that is one if the if the input is more than a threshold to the input vectors: MORE_THANUse a switching function to determine how many of the input variables are more than a certain cutoff. More details ARGthe values input to this function=s2_denom SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above={EXP R_0=4}
s2_smacThe CUSTOM action with label s2_smac calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_smac
vector
the vector obtained by doing an element-wise application of an arbitrary function to the input vectors: CUSTOMCalculate a combination of variables using a custom expression. More details ARGthe values input to this function=s2,s2_mtdenom,s2_denom FUNCthe function you wish to evaluate=(x*y)/z PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
s2_mtThe MORE_THAN action with label s2_mt calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_mt
vector
the vector obtained by doing an element-wise application of a function that is one if the if the input is more than a threshold to the input vectors: MORE_THANUse a switching function to determine how many of the input variables are more than a certain cutoff. More details ARGthe values input to this function=s2_smac SWITCHThis keyword is used if you want to employ an alternative to the continuous swiching function defined above={RATIONAL R_0=0.7}
s2_morethanThe SUM action with label s2_morethan calculates the following quantities:
 Quantity   
 Type   
 Description  
s2_morethan
scalar
the SUM of the elements in the input value: SUMCalculate the sum of the arguments More details ARGthe vector/matrix/grid whose elements shuld be added together=s2_mt PERIODICif the output of your function is periodic then you should specify the periodicity of the function=NO
# --- End of included input --- 
PRINTPrint quantities to a file. More details ARGthe labels of the values that you would like to print to the file=s2_morethan FILEthe name of the file on which to output these quantities=colvar

In this input the $s_i$ values defined using the equation above is evaluated for the four vectors that are specified in the DISTANCE action with label m3. In evaluating the sum in that expression we run over the four vectors that are specified in the action with label m4 above.

Output components

This action can calculate the values in the following table when the associated keyword is included in the input for the action. These values can be referenced elsewhere in the input by using this Action's label followed by a dot and the name of the value required from the list below.

Name	Type	Keyword	Description
lessthan	scalar	LESS_THAN	the number of colvars that have a value less than a threshold
morethan	scalar	MORE_THAN	the number of colvars that have a value more than a threshold
altmin	scalar	ALT_MIN	the minimum value of the cv
min	scalar	MIN	the minimum colvar
max	scalar	MAX	the maximum colvar
between	scalar	BETWEEN	the number of colvars that have a value that lies in a particular interval
highest	scalar	HIGHEST	the largest of the colvars
lowest	scalar	LOWEST	the smallest of the colvars
sum	scalar	SUM	the sum of the colvars
mean	scalar	MEAN	the mean of the colvars

Full list of keywords

The following table describes the keywords and options that can be used with this action

Keyword	Type	Default	Description
SPECIES	optional	not used	the label of the DISTANCES or PLANES action that computes the orientations of the molecules for which you would like to compute SMAC
SPECIESA	optional	not used	the label of the DISTANCES or PLANES action that computes the orientations of the molecules for which you would like to compute SMAC
SPECIESB	optional	not used	the label of the DISTANCES or PLANES action that computes the orientations of the molecules that should be considered as part of the coordination sphere
SWITCH	optional	not used	This keyword is used if you want to employ an alternative to the continuous swiching function defined above. Options for this keyword are explained in the documentation for LESS_THAN.
KERNEL	optional	not used	The kernels used in the function of the angle
SWITCH_COORD	optional	not used	This keyword is used to define the coordination switching function. Options for this keyword are explained in the documentation for LESS_THAN.

deprecated keywords

The keywords in the following table can still be used with this action but have been deprecated

Keyword	Description
LESS_THAN	calculate the number of variables that are less than a certain target value
MORE_THAN	calculate the number of variables that are more than a certain target value
ALT_MIN	calculate the minimum value
MIN	calculate the minimum value
MAX	calculate the maximum value
BETWEEN	calculate the number of values that are within a certain range
HIGHEST	this flag allows you to recover the highest of these variables
HISTOGRAM	calculate a discretized histogram of the distribution of values
LOWEST	this flag allows you to recover the lowest of these variables
SUM	calculate the sum of all the quantities
MEAN	calculate the mean of all the quantities

References

More information about how this action can be used is available in the following articles:

• F. Giberti, M. Salvalaglio, M. Mazzotti, M. Parrinello, Insight into the nucleation of urea crystals from the melt. Chemical Engineering Science. 121, 51–59 (2015)
• G. A. Tribello, F. Giberti, G. C. Sosso, M. Salvalaglio, M. Parrinello, Analyzing and Driving Cluster Formation in Atomistic Simulations. Journal of Chemical Theory and Computation. 13, 1317–1327 (2017)