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Analyzing Gaussian Mixture Models (GMM) as a means to compress data from Particle-in-Cell (PIC) Plasma Simulations. This work is a part of the Plasma-PEPSC project.

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MaansAndersson/GM-PIC

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GM-PIC

Install

As this is an developing library we assume a "development mode" and reccomend to use the virtual enviorment

python3 -m venv Plasma-PEPSC

activate the virtual env

source .Plasma-PEPSC/bin/activate

install library with pip

python3 -m pip install -e .

Example

Simulate the 1D Two-Stream Instability python3 examples/with_PhilipMoczPIC.py

Gaussian Mixture

Describe algorithm here

Particle-In-Cell

Code calculates the motions of electrons under the Poisson-Maxwell equation using the Particle-In-Cell (PIC) method.

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Analyzing Gaussian Mixture Models (GMM) as a means to compress data from Particle-in-Cell (PIC) Plasma Simulations. This work is a part of the Plasma-PEPSC project.

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