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Babalion committed Jan 12, 2024
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10 changes: 5 additions & 5 deletions README.md
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**A cluster optimized Python based simulation framework to simulate 1D Rydberg tweezer dynamics utilizing tensor network methods.**


The parameters of the simulation can be changed in `mps_simulation.py`. Different initial states and hamiltonians can be added in the file `tweezer_dynamics_utils.py`.
The parameters of the simulation can be changed in `mpsPhonons.py`. Different initial states and hamiltonians can be added in the file `initialStatesClass.py`.

During the simulation, after every timestep all results are stored to a new dataframe in HDF5 file format.
This leads to large files with redundant values while adding a layer of security for timeouts or crashing simulations.
Moreover, a SLURM array job launched with `runArrayJob.slurm` creates many of those files.
To remove the redundancy and combine array result data after a successful simulation ,the script `minify_h5_results.py` can be used.
Moreover, a SLURM array job launched with `runArray.slurm` creates many of those files.
To remove the redundancy and combine array result data after a successful simulation ,the script `minify_h5.py` can be used.

Data can be plotted and analyzed with `plot_dataset.py`.
Data can be plotted and analyzed with `plotMultipleDataSets.py`.

Old simulation data with corresponding figures can be found in `./data/`

Expand All @@ -36,4 +36,4 @@ The following features are supported already:
- [ ] Estimate errors of observables
- [ ] Add dissipative processes like radiative decay, dephasing etc.
- [ ] Specify different potentials for trapped and anti-trapped Rydberg atoms. Excited Rydberg atoms are less or even anti-trapped compared to well trapped ground-states. Not relevant, if traps are off. Maybe do Quench dynamics?
- [ ] Do simulation with exact calculated pair-potential out of i.e.
- [ ] Do simulation with exact calculated pair-potential out of i.e. pairinteraction
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