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Python scripts to calculate plasmonic band structures in graphene with Meep FDTD simulation software

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Graphene plasmons

Python scripts to calculate plasmonic band structures in graphene using Meep FDTD simulation software (https://github.com/NanoComp/meep).

Script 1: "meep_code.py" The first script is where the actual simulation is executed with the use of Meep FDTD simulation software. The python script, when ran without any alterations, will calculate the data needed to create the band structure of a single sheet of graphene with hexagonal holes inside a uniform magnetic field of 4 Tesla. To make it more versatile, the possibility of switching to a geometry with h-BN and SiO2 substrates and gold islands is also provided. Additionally, one can choose to collect data to reconstruct full eigen fields, but be aware that this generally requires a lot more memory. These alterations can be made by simply commenting and uncommenting the relevant pieces of code. With the exception of Meep and its dependencies, all required python 3 modules can be installed using the "pip install" command. To install a working Meep environment, please refer to the Meep installation section of their website for more information. Also, make sure the directories "data" (output folder for data) and "data\uc_harm" (output folder for eigen field data) exist in the folder containing the script file.

Script 2: "raw_analyse.py" The second script requires the raw data file (data\raw_field1.dat) created by the first script. It will perform a harmonic inversion, using the tool harminv, to extract harmonic modes and subsequently create an energy band diagram.

Script 3: "get_unk.py" The third script can be used to reconstruct the eigen fields belonging to the eigen energies calculated with the 2nd script (raw_analyse.py). This will require the data files "data\uc_harm#.dat", where # is the number corresponding to the specified k-vector, which can be created with the first script (meep_code.py). In order to do this, you will need to add the line "mp.after_sources(UNK)" to the sim.run() function of the first script and run the simulation in single k-vector mode (for memory reasons).

In order to run simulations on a cluster computer using Slurm workload manager three sample bash scripts have been added for convenience (Not needed for serial execution).

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