Purpose: In this tutorial you will learn how to set up and execute a series of calculations at different volumes for a cubic crystal. Additionally, it will be explained how to fit the energy-vs-volume curves with polynomial of various degree in order to obtain the corresponding equilibrium volume and bulk modulus.
Table of Contents
0. Define relevant environment variables and download scripts
Read the following paragraphs before starting with the rest of this tutorial!
Before starting, be sure that relevant environment variables are already defined and that the excitingscripts directory has already been downloaded, as specified in Tutorial scripts and environment variables. Here is a list of the scripts which are relevant for this tutorial with a short description.
- SETUP-volume-optimization.py: Python script for generating structures at different volumes.
- EXECUTE-volume-optimization.sh: (Bash) shell script for running a series of exciting calculations.
- CHECKFIT-energy-vs-volume.py: Python script for fitting energy-vs-volume curves.
- MURNAGHAN-eos.py: Python script for fitting energy-vs-volume curves with the Murnaghan equation of state.
- BIRCH-eos.py: Python script for fitting energy-vs-volume curves with the Birch-Murnaghan equation of state.
From now on the symbol $ will indicate the shell prompt.
Requirements: Bash shell. Python numpy, lxml, matplotlib.pyplot, and sys libraries.
1. Set up the calculations
i) Preparation of the input file
The first step is to create a directory for each system that you want to investigate. In this tutorial, we consider as an example the calculation of the energy-vs-volume curves for silver in the fcc cubic structure. Thus, we will create a directory silver-volume-optimization and we move inside it.
$ mkdir silver-volume-optimization $ cd silver-volume-optimization
Inside this directory, we create (or copy from a previous calculation) the file input.xml corresponding to a SCF calculation at a reference lattice constant for silver. A possible choice for this reference value is the experimental lattice constant of 7.729 [Bohr]. The input file could look like the following.
<input> <title>Silver</title> <structure speciespath="$EXCITINGROOT/species"> <crystal scale="7.729"> <basevect> 0.5 0.5 0.0 </basevect> <basevect> 0.5 0.0 0.5 </basevect> <basevect> 0.0 0.5 0.5 </basevect> </crystal> <species speciesfile="Ag.xml"> <atom coord="0.00 0.00 0.00" /> </species> </structure> <groundstate ngridk="8 8 8" swidth="0.01" rgkmax="7.5" maxscl="20"> </groundstate> </input>
Please, remember that the input file for an exciting calculation must always be called input.xml.
N.B.: Do not forget to replace in the input.xml the string "$EXCITINGROOT" by the actual value of the environment variable $EXCITINGROOT using the command
ii) Generation of input files for different volumes
In order to generate input files for a series of volumes you have to run the script SETUP-volume-optimization.py. Notice that the script SETUP-volume-optimization.py always generates a working directory containing input files for different volumes. Results of the current calculations will be also stored in the working directory. The directory name can be specified by adding the name in the command line.
$ SETUP-volume-optimization.py DIRECTORYNAME
If no name is given, the script use the default name workdir. Very important: The working directory is overwritten each time you execute the script SETUP-volume-optimization.py. Therefore, choose different names for different calculations.
The script SETUP-volume-optimization.py produces the following output on the screen.
$ SETUP-volume-optimization.py vol-opt-1 Enter the number of volume values >>>> 11 $
In this example, the working directory is named vol-opt-1, the (on screen) input entry is preceded by the symbol ">>>>". The entry value must be typed on the screen when requested. This entry (in our example 11) is the number of structures which are generated with equally spaced intervals of the lattice constant with a variation of between -5% and +5% from the reference lattice constant.
2. Execute the calculations
To execute the series of calculation with input files created by SETUP-volume-optimization.py you have to run the script EXECUTE-volume-optimization.sh. If a name for the working directory has been specified, then you must give it here, too.
$ EXECUTE-volume-optimization.sh vol-opt-1 Running exciting for file input-01.xml ---------------------------------- ... Run completed for file input-11.xml ------------------------------------- $
After the complete run, the results of the calculation for the input file input-i.xml are contained in the subdirectory (of the working directory) rundir-i where i is running from 01 to the total number of volumes. The data for the energy-vs-volume curve are contained in the file energy-vs-volume.
3. Post-processing: Calculating the optimal volume
In order to analyse the results of the calculations, you first have to move to the working directory.
$ cd vol-opt-1
At this point, you can use the python script CHECKFIT-energy-vs-volume.py for performing the polynomial fit and extracting the equilibrium volume and the bulk modulus.
$ CHECKFIT-energy-vs-volume.py Enter the order of polynomial to be used in the fit >>>> 2 =============================== Lattice symmetry codes ------------------------------- 1 --> Simple cubic (sc) 2 --> Body-centered cubic (bcc) 3 --> Face-centered cubic (fcc) ------------------------------- 0 --> Others =============================== Enter lattice symmetry code [default 0] >>>> 3 Verification lattice symmetry code >>>> 3 ############################################## Optimal volume = 115.459473 [Bohr^3] Lattice constant = (fcc) 7.729710 [Bohr] Bulk modulus = 108.268276 [GPa] ############################################## $
In this example, input entries are preceded by the symbol ">>>>". Entry values must be typed on the screen when requested. The first entry (in our example 2) represents the order of the polynomial for the fit. The second entry (in our example 3) corresponds to the appropriate choice of the lattice symmetry (face-centered cubic in our example). This enables us to extract the value of the lattice constant and of the bulk modulus as reported in the screen output.
The script generates the PostScript output file PLOT.ps, which can be used to visualize the fitting results. An example of the script output is the following.
4. Additional exercises
- Improve the accuracy of the fit by adding additional data points.
- If the optimal volume is far from the middle volume in the figure, choose as a new reference lattice constant a value corresponding to the optimal volume.
- Check the accuracy of the calculations by choosing other values for the main computational parameters. An example, corresponding to the choice ngridk="12 12 12", rgkmax="8.0", and using a 4th-order polynomial fit, is the following.
- Compare your results with the ones obtained performing a fit using the Murnaghan equation of state.
- Compare your results with the ones obtained performing a fit using the Birch-Murnaghan equation of state.
- Choose a new cubic material and repeat all the steps.