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@uwplasma

UW Plasma

README.md

Welcome to the team 🙌

We are a research group based at the Physics Department of the University of Wisconsin-Madison. Our focus is on plasma physics, including fusion energy, stellarator optimization, and basic plasma physics research. You're welcome to browse our codes in our various repositories. Get in touch with us in the discussion section of the code you're using or using the contacts on our website.

List of codes and their functionality:

  • ESSOS: stellarator optimization code, mostly for coil and near-axis optimization
  • JAX-in-Cell: 1D3V particle-in-cell code for plasma physics simulations

drawing

You can visit our website at https://rogerio.physics.wisc.edu/

drawing

Here is a video of a rotating HSX stellarator, the machine located at Madison.

stellarator

Popular repositories Loading

  1. ESSOS ESSOS Public

    e-Stellarator Simulation and Optimization Suite

    Python 10 3

  2. JAX-in-Cell JAX-in-Cell Public

    1D3V Particle in Cell Code in JAX

    Python 6 2

  3. PiC-Code-Jax PiC-Code-Jax Public

    Forked from SeanLim2101/PiC-Code-Jax

    Jupyter Notebook 2

  4. Cyclone Cyclone Public

    Code for creating and optimizing stellarator coils via Simsopt in a simple and powerful way.

    Python 1

  5. CycleGAN CycleGAN Public

    Python 1

  6. Vlasov-Maxwell_Spectral_Solver Vlasov-Maxwell_Spectral_Solver Public

    Forked from csvega24/Vlasov-Maxwell_Spectral_Solver

    Solves Vlasov-Maxwell equations by doing a Hermite-Fourier decomposition.

    Python 1

Repositories

Showing 10 of 19 repositories
  • Vlasov-Maxwell_Spectral_Solver Public Forked from csvega24/Vlasov-Maxwell_Spectral_Solver

    Solves Vlasov-Maxwell equations by doing a Hermite-Fourier decomposition.

    uwplasma/Vlasov-Maxwell_Spectral_Solver’s past year of commit activity
    Python 1 1 0 0 Updated Apr 18, 2025
  • 1D_Vlasov_JAX_Solver Public
    uwplasma/1D_Vlasov_JAX_Solver’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 14, 2025
  • JAX-in-Cell Public

    1D3V Particle in Cell Code in JAX

    uwplasma/JAX-in-Cell’s past year of commit activity
    Python 6 MIT 2 0 2 Updated Apr 9, 2025
  • CycleGAN Public
    uwplasma/CycleGAN’s past year of commit activity
    Python 1 0 0 0 Updated Apr 8, 2025
  • ESSOS Public

    e-Stellarator Simulation and Optimization Suite

    uwplasma/ESSOS’s past year of commit activity
    Python 10 MIT 3 3 0 Updated Apr 4, 2025
  • MHW_PINN Public

    This Physics-Informed Neural Network (PINN) aims to solve the 2D Modified Hasegawa-Wakatani (MHW) system of equations to understand how PINNS and AI can be used to aid in the prediction of plasma turbulence, speed up numerical simulations, and/or be incorporated into stellarator optimization studies.

    uwplasma/MHW_PINN’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 3, 2025
  • 1DVlasovEquationSolverJAX Public
    uwplasma/1DVlasovEquationSolverJAX’s past year of commit activity
    Python 1 0 0 0 Updated Mar 25, 2025
  • Cyclone Public

    Code for creating and optimizing stellarator coils via Simsopt in a simple and powerful way.

    uwplasma/Cyclone’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Mar 25, 2025
  • Stellarator_Webapp Public
    uwplasma/Stellarator_Webapp’s past year of commit activity
    Python 0 1 0 0 Updated Mar 21, 2025
  • LightGBM_VMEC_CONVERGENGE Public
    uwplasma/LightGBM_VMEC_CONVERGENGE’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Mar 20, 2025
View all repositories

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