MPIPyMHD: Magnetohydrodynamics Simulation Framework 🌌⚡

MPIPyMHD is a Python-based framework for simulating magnetohydrodynamics (MHD) using MPI for distributed parallel processing. It is designed to solve complex MHD equations for scientific and engineering applications.

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Features ✨

• MPI Parallelism: Scales simulations across multiple processors.
• MHD Solver: Implements core MHD equations for fluid dynamics and magnetic fields.
• Python-Based: Easy to extend and integrate with other scientific tools.

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Prerequisites 🛠️

• Python 3.8+
• Required Python libraries:
  • mpi4py
  • numpy
  • scipy

Install dependencies:
pip install mpi4py numpy scipy

• An MPI implementation (e.g., OpenMPI or MPICH).

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Installation

1. Clone the repository:
   git clone https://github.com/your-username/mpipymhd.git
   cd mpipymhd

2. Install required dependencies:
   pip install -r requirements.txt

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Usage 🔧

1. Run the MHD simulation:
   mpirun -n 4 python simulate.py

   Replace 4 with the number of processors to use.

2. Customize simulation parameters:
   Edit config.json to modify simulation settings such as grid size, time steps, and boundary conditions.

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File Structure 📂

• simulate.py: Main script to run the MHD simulation.
• config.json: Configuration file for simulation parameters.
• mhd_solver.py: Core implementation of the MHD equations.
• README.md: Documentation for the repository.

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Example Configuration

{
  "grid_size": [100, 100],
  "time_steps": 1000,
  "initial_conditions": "default",
  "boundary_conditions": "periodic"
}